tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=23
objective=binary sigmoid:1
feature_names=atom_v_bur_3_5_Cs atom_v_bur_frac_3_5_Cs atom_v_distal_3_5_Cs atom_v_free_3_5_Cs atom_v_molecular_3_5_Cs atom_volumes_sasa_Cs atom_area_sasa_Cs atom_p_int_Cs atom_areas_Cs atom_p_int_times_area_Cs atom_v_bur_3_5_Hs_min atom_v_bur_frac_3_5_Hs_min atom_v_distal_3_5_Hs_min atom_v_free_3_5_Hs_min atom_v_molecular_3_5_Hs_min atom_volumes_sasa_Hs_min atom_area_sasa_Hs_min atom_p_int_times_area_Hs_min atom_p_int_Hs_min atom_areas_Hs_min lst_pka_pred_nshell3 lst_pka_pred_diff_nshell3 cm5_Cs cm5_Hs_min
feature_infos=[66.490946482300004:150.69345512789999] [0.37022843630000002:0.8390766744] [7.8495098943999997:543.59553962769996] [28.900924902300002:113.103433548] [84.858941496100002:618.64424511729999] [0:41.940741425399999] [0:23.330545114500001] [0:51.936999288400003] [0:10.991422403] [0:277.5221649838] [50.645174261400001:135.21331321279999] [0.28199754500000002:0.75288165019999997] [27.547742549900001:554.36581307719996] [44.381066817399997:123.9970658925] [86.208421807500002:617.21784815640001] [0:65.784473075700006] [0:23.449945163799999] [121.4058452803:292.42862760449998] [10.7332075142:30.481528589900002] [5.4004357236000002:14.901202274499999] [18.4579276841:54.915453171400003] [0:28.549997299400001] [-0.77633000000000008:0.79020000000000001] [-0.79553000000000007:0.67263000000000006]
tree_sizes=3335 3343 3359 3348 3336 3351 3359 3352 3349 3368 3363 3379 3374 3374 3367 3366 3383 3373 3352 3365 3372 3378 3382 3364 3348 3385 3356 3375 3376 3379 3402 3403 3376 3379 3400 3391 3395 3379 3394 3386 3373 3404 3377 3393 3407 3392 3396 3399 3383 3376 3403 3417 3396 3355 3396 3384 3415 3377 3405 3398 3383 3391 3406 3389 3393 3418 3416 3384 3419 3394 3410 3404 3416 3393 3414 3435 3388 3432 3395 3400 3420 3430 3409 3430 3405 3397 3432 3416 3418 3423 3430 3445 3411 3433 3423 3418 3424 3450 3428 3459 3431 3437 3452 3458 3429 3422 3433 3453 3434 3444 3440 3417 3422 3458 3435 3423 3442 3451 3429 3413 3434 3419 3425 3464 3445 3436 3456 3438 3455 3433 3438 3424 3431 3447 3442 3447 3451 3450 3457 3451 3451 3469 3446 3452 3463 3448 3444 3446 3467 3449 3463 3461 3425 3453 3446 3465 3469 3456 3457 3449 3453 3466 3458 3469 3466 3443 3466 3464 3460 3478 3463 3462 3476 3465 3467 3479 3452 3468 3480 3443 3460 3460 3494 3455 3462 3460 3476 3493 3495 3474 3477 3474 3498 3485 3457 3487 3481 3488 3510 3457 3468 3490 3451 3485 3496 3496 3498 3477 3469 3489 3489 3500 3472 3485 3509 3479 3512 3502 3493 3521 3495 3525 3498 3520 3478 3482 3490 3520 3502 3511 3497 3486 3512 3507 3505 3516 3466 3491 3522 3492 3520 3481 3526 3521 3491 3524 3518 3493 3504 3491 3507 3497 3527 3484 3507 3507 3529 3493 3491 3498 3503 3524 3515 3515 3509 3527 3529 3499 3533 3523 3528 3509 3559 3516 3523 3496 3514 3534 3508 3521 3518 3534 3502 3474 3542 3554 3529 3528 3546 3504 3531 3531 3499 3516 3518 3538 3517 3499 3534 3539 3539 3559 3539 3538 3544 3535 3536 3567 3560 3505 3561 3540 3546 3534 3534 3560 3556 3549 3550 3557 3551 3556 3567 3568 3521 3520 3545 3552 3548 3551 3556 3534 3542 3547 3554 3561 3581 3547 3550 3543 3534 3545 3562 3557 3547 3543 3563 3573 3562 3562 3568 3544 3585 3567 3567 3559 3594 3570 3533 3557 3580 3569 3552 3566 3573 3570 3582 3550 3577 3550 3566 3554 3554 3560 3575 3574 3552 3569 3574 3579 3576 3558 3574 3570 3580 3576 3591 3555 3565 3578 3596 3566 3593 3568 3587 3590 3568 3579 3593 3568 3582 3567 3566 3607 3584 3598 3563 3571 3578 3593 3569 3564 3588 3581 3578 3584 3587 3588 3605 3568 3592 3613 3595 3588 3616 3596 3607 3585 3603 3598 3577 3580 3594 3585 3589 3587 3615 3583 3588 3645 3601 3604 3612 3568 3614 3601 3607 3581 3589 3593 3589 3639 3602 3611 3595 3583 3607 3592 3616 3619 3600 3601 3590 3613 3597 3593 3605 3605 3604 3620 3586 3600 3618 3606 3623 3603 3622 3628 3607 3595 3576 3617 3613 3604 3625 3622 3614 3601 3590 3619 3603 3619 3618 3605 3621 3603 3620 3623 3607 3620 3614 3586 3629 3633 3637 3593 3606 3621 3634 3625 3617 3640 3623 3633 3634 3613 3617 3634 3634 3627 3642 3622 3599 3633 3639 3614 3638 3613 3635 3617 3620 3634 3622 3629 3629 3631 3617 3638 3620 3630 3636 3637 3627 3625 3635 3623 3627 3616 3643 3624 3623 3636 3615 3620 3628 3630 3610 3629 3645 3635 3631 3628 3635 3622 3640 3605 3637 3631 3622 3640 3628 3651 3612 3629 3645 3631 3635 3642 3607 3623 3609 3637 3646 3650 3632 3635 3636 3638 3655 3649 3655 3615 3622 3637 3635 3632 3646 3614 3623 3630 3622 3648 3652 3639 3628 3622 3648 3641 3616 3612 3625 3615 3614 3635 3643 3641 3628 3623 3647 3619 3633 3624 3632 3616 3627 3626 3627 3637 3618 3622 3613 3633 3633 3602 3635 3632 3638 3639 3608 3623 3643 3615 3630 3632 3637 3635 3636 3638 3640 3639 3658 3636 3639 3647 3639 3638 3612 3624 3632 3628 3611 3614 3626 3631 3645 3629 3630 3627 3640 3623 3655 3642 3616 3640 3630 3627 3626 3634 3630 3649 3624 3640 3654 3604 3614 3631 3630 3634 3628 3653 3626 3628 3629 3622 3647 3627 3656 3623 3651 3641 3619 3632 3625 3596 3639 3619 3616 3635 3628 3642 3633 3643 3620 3632 3629 3615 3632 3648 3637 3643 3628 3636 3619 3667 3609 3643 3623 3628 3615 3645 3624 3625 3632 3617 3621 3639 3625 3639 3651 3621 3627 3612 3618 3633 3609 3607 3626 3625 3621 3649 3636 3651 3638 3639 3627 3663 3594 3648 3646 3605 3653 3637 3642 3630 3638 3644 3633 3645 3652 3609 3640 3608 3641 3645 3640 3651 3634 3627 3645 3636 3645 3622 3628 3631 3638 3614 3637 3630 3636 3636 3631 3639 3632 3638 3639 3630 3626 3620 3651 3635 3637 3611 3624 3635 3622 3623 3631 3638 3647 3619 3614 3632 3635 3617 3641 3626 3622 3614 3612 3645 3617 3631 3649 3637 3639 3634 3634 3637 3627 3637 3646 3631 3632 3641 3654 3653 3631 3636 3641 3636 3632 3621 3641 3641 3644 3650 3619 3638 3645 3633 3653 3640 3645 3620 3641 3636 3631 3633 3639 3621 3623 3640 3631 3650 3632 3634 3608 3604 3643 3624 3631 3640 3648 3640 3639 3639 3639 3633 3636 3639 3629 3635 3655 3641 3664 3623 3631 3625 3620 3625 3625 3638 3625 3624 3646 3644 3617 3665 3649 3635 3671 3644 3612 3659 3634 3635 3637 3622 3603 3633 3654 3651 3632 3630 3637 3638 3636 3645 3629 3625 3654 3647 3641 3629 3638 3609 3657 3633 3634 3633 3617 3625 3633 3651 3607 3634 3642 3632 3632 3648 3643 3631 3648 3632 3669 3624 3624 3616 3637 3638 3644 3652 3641 3646 3606 3634 3627 3623 3630 3661 3640 3629 3628 3632 3616 3640 3661 3658 3638 3630 3632 3643 3635 3637 3621 3631 3618 3637 3649 3628 3634 3644 3644 3638 3653 3640 3628 3657 3632 3633 3651 3641 3628 3638 3629 3636 3637 3651 3632 3640

Tree=0
num_leaves=31
num_cat=0
split_feature=16 5 8 0 15 10 17 20 3 20 15 16 7 10 6 20 13 20 0 3 0 20 17 21 20 15 18 16 21 16
split_gain=1145.88 164.849 157.544 89.0841 85.3373 74.1354 57.2706 55.4304 60.1631 50.025 48.0664 46.0549 69.9933 48.7829 40.1732 55.9807 36.1944 32.945 30.9245 29.3333 29.2429 24.1585 20.6477 17.2942 16.7806 17.9574 23.7755 16.5698 19.5568 13.9076
threshold=18.594956516900002 23.626838821450004 7.0445025401000008 103.48144189910001 30.046989284200006 66.964115113200009 168.81379805985003 41.872294782850005 104.4627291167 38.244973486750006 30.046989284200006 15.584963555600002 28.8637720374 71.015621515800021 16.465384711100004 41.942745071500006 116.60649449195002 35.419594101850009 86.329079026800017 93.499196860750018 96.163458868000006 38.064633603500006 200.11066131620001 7.7834773016000005 38.804080188450008 36.548474543700003 13.327513832500001 18.704956259700005 1.0000000180025095e-35 22.544947280100004
decision_type=2 2 2 2 2 2 2 2 2 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 -1 4 6 14 -4 8 21 -8 22 -11 13 -13 19 24 23 -12 -18 -2 27 -3 -7 -9 -16 26 -26 -19 -29 -17
right_child=1 7 3 -5 -6 10 9 16 -10 11 17 12 -14 -15 15 29 18 20 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.18418612415064664 0.17242897512648137 0.17522283438558578 -0.16719327673697965 -0.18706049889827953 -0.18954052119742212 0.13971313563160276 -0.13335565066736796 0.15593137052806816 -0.20000004713406366 0.10025581609413398 0.16034242100782969 0.12202970548641519 0.19999995286593636 -0.1498313052087564 0.18555021217480272 0.071105870886883041 -0.18980458665670694 0.028209247419404612 0.064016258523298328 0.050894136237182447 0.1025921363222998 0.035707844643053842 -0.012382387796288159 -0.068724464833069696 0.086492184728576865 0.13687293919218213 -0.14958076199924017 0.011478318270905083 -0.20000004713406366 -0.11515290178039508
leaf_weight=210.345453992486 234.65747356414795 19.342027306556702 18.435145989060402 46.740240901708603 28.911329507827759 42.727639600634575 18.149991109967232 6.7967880517244321 8.5364571958780271 65.463907495141029 7.5527850538492194 8.45135949552059 10.583958029747008 30.138168632984161 29.020225927233696 5.5771338939666775 29.660141542553902 6.6254707425832775 5.7268963009119025 21.695116013288498 7.9948873072862616 34.639347717165947 11.282475292682646 6.910625621676445 14.777305424213411 33.213573321700096 5.9976812452077857 5.7197113335132626 18.570538461208344 14.256168529391287
leaf_count=1360 397 32 115 304 189 91 105 13 57 174 14 20 14 181 44 17 194 24 18 72 21 122 47 34 42 72 36 22 124 79
internal_value=-5.18475e-08 0.0932516 -0.121845 -0.064045 -0.0321256 0.119721 -0.00203033 -0.015763 0.046687 0.0208996 0.0437886 0.0453221 -0.0278104 -0.090292 0.140961 0.088161 -0.095288 -0.0307836 -0.148727 0.162143 -0.0678824 0.0856974 0.107941 0.0426706 0.124225 0.0912605 0.0183386 -0.111968 -0.150202 -0.0627768
internal_weight=1008.5 571.28 437.22 226.874 180.134 459.668 151.223 111.612 62.5178 132.787 100.474 114.637 49.1735 38.5895 359.195 102.842 49.0945 46.4634 35.387 256.353 38.9106 53.9814 54.0101 13.7074 83.0088 53.9886 20.775 30.9157 24.2902 19.8333
internal_count=4034 1572 2462 1102 798 1102 609 470 211 494 343 389 215 201 759 290 259 205 212 469 191 154 138 47 194 150 78 170 146 96
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=16 5 8 0 15 10 17 20 20 3 5 16 20 16 6 20 21 13 16 22 10 0 0 5 0 7 9 20 15 18
split_gain=934.801 134.476 129.275 72.9946 71.4131 60.6507 50.6661 45.2717 45.1926 49.0927 39.7172 37.5755 59.9031 37.1783 32.9655 45.6359 29.948 29.5985 28.4869 26.3501 33.5021 26.2329 24.4066 20.8388 20.962 17.3265 14.8234 13.8669 15.0954 25.2453
threshold=18.594956516900002 23.626838821450004 7.0445025401000008 103.48144189910001 28.504445985850001 66.964115113200009 176.60850786575003 38.244973486750006 41.872294782850005 104.4627291167 20.769304081650002 15.584963555600002 41.436838994450007 17.684958644900004 16.465384711100004 41.942745071500006 11.065329869750002 116.60649449195002 19.974953289850003 -0.061874999999999999 69.999384342500022 86.692020874450009 85.995710218650018 27.084128732200003 85.732241321850012 24.909276771700004 66.346857137250012 38.804080188450008 36.207782793200003 13.327513832500001
decision_type=2 2 2 2 2 2 2 2 2 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 -1 4 6 14 -4 -8 9 23 16 -9 13 -13 22 27 18 26 19 20 -7 -19 -2 24 -3 -22 -10 -16 29 -29
right_child=1 8 3 -5 -6 10 7 11 17 -11 -12 12 -14 -15 15 -17 -18 21 -20 -21 25 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.16722967348683035 0.040119635526941227 -0.10443146526215459 -0.13472262288247483 -0.16988627978845222 -0.15342448834752853 0.14802396551313482 -0.12964668259902468 0.1023317659965961 0.12468774330369554 -0.18187307692732874 -0.19542108582959403 -0.10813131320639309 -0.16852883249191131 0.15342243402311639 0.16849024681187189 -0.056662252732013176 -0.1243212761633288 -0.1649065579815755 -0.095962451198876739 0.13957783985295089 -0.16263149337357979 0.11432702964715025 0.15594280972635499 0.15414632149961335 0.076060136653589669 0.041198844449531695 -0.087451200346150088 0.081428438256401378 0.11913451117860728 -0.18610688651297491
leaf_weight=208.57152512669563 19.721061587333679 8.8403614759445173 22.502312004566193 46.333732753992081 36.720619603991508 11.719327986240389 15.676806628704069 61.856623515486717 8.1127375811338407 8.4516581743955594 6.7086402326822272 7.7583906948566463 16.538665845990181 18.144375249743462 28.771867677569389 19.779103025794029 8.3413609415292722 31.346699044108391 8.8131812959909421 47.53794701397419 9.3820653855800646 3.7689372748136512 234.88189196586609 21.337831079959869 23.644434601068497 7.5074019730091086 5.5453744083642951 12.493120253086092 36.364722847938538 4.9146176576614371
leaf_count=1360 67 47 135 304 231 22 93 155 18 57 45 44 107 33 44 96 48 203 47 96 59 9 402 38 69 26 29 35 82 33
internal_value=-4.69861e-06 0.0844327 -0.110483 -0.0580045 -0.0290761 0.10842 0.00297218 0.028798 -0.0142692 0.0421877 0.0395932 0.0526135 -0.0198488 0.0750819 0.127705 0.0797666 0.0564914 -0.0863533 0.0742436 0.0939431 0.018114 -0.134937 0.146971 0.0773715 0.0269414 -0.0720285 0.0385565 0.112457 0.0824761 0.00589687
internal_weight=1002.09 567.984 434.103 225.532 179.198 456.936 142.477 119.975 111.048 62.2743 100.01 104.298 42.4414 25.9028 356.926 102.323 93.3013 48.7737 84.9599 76.1467 28.6088 35.1156 254.603 53.8226 32.4848 16.8895 13.6581 82.5443 53.7725 17.4077
internal_count=4034 1572 2462 1102 798 1102 567 432 470 211 343 339 184 77 759 290 298 259 250 203 107 212 469 154 116 85 47 194 150 68
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=31
num_cat=0
split_feature=16 5 8 0 15 10 18 10 19 20 3 15 6 20 13 0 3 19 22 7 22 3 20 23 23 20 21 20 15 18
split_gain=771.502 110.948 108.529 61.6516 58.323 50.5699 39.2799 44.3444 61.2119 37.2171 40.5678 35.297 27.7072 37.6213 24.5787 22.1054 21.5434 51.2069 21.3373 23.7089 22.9944 20.89 18.5937 13.5511 13.3463 13.2903 12.5621 11.8427 12.3948 20.8307
threshold=18.594956516900002 23.626838821450004 7.0445025401000008 104.06483731340002 30.046989284200006 66.964115113200009 17.323446153950005 81.479100559500012 13.051052998800001 41.872294782850005 104.4627291167 29.037712645600003 16.465384711100004 41.942745071500006 116.60649449195002 86.329079026800017 81.105404879350019 11.950964240300001 -0.073609999999999995 23.974509389900003 0.086310000000000026 93.499196860750018 38.121007182500009 0.093905000000000016 0.089415000000000022 38.539340721750001 7.7834773016000005 38.804080188450008 36.207782793200003 13.327513832500001
decision_type=2 2 2 2 2 2 2 2 2 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 -1 4 6 12 7 8 16 10 22 -7 21 27 26 -16 17 -4 19 -13 -20 -2 -3 -18 -8 -22 -11 -14 29 -29
right_child=1 9 3 -5 -6 11 24 -9 -10 14 -12 18 13 -15 15 -17 23 -19 20 -21 25 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.15406191441364714 0.14368861866555863 0.14660519610639808 0.08063426948361907 -0.16272018714697462 -0.16019617133179023 0.10651175711120763 0.0091530328736282671 -0.17984481383092826 -0.16278810217313669 0.13268078413031151 -0.16825816941710287 0.093491005336675551 0.15527737384416931 -0.051133858879167687 -0.15961807058430355 0.056078759895900658 0.1096179763341969 -0.15228545789708436 0.096958762789029762 -0.13765582687995589 0.042176762963634921 0.040874215997497965 0.024645183647932306 -0.004222063246755922 0.15292400709436715 -0.18232090331382131 -0.059853848280159522 0.073684454641816957 0.10846373770324175 -0.1714846399339206
leaf_weight=203.98275841772556 228.44377559423447 19.959144949913025 20.848539903759956 41.648239612579346 28.077550053596497 41.359265208244324 9.9225481301546115 16.584838181734085 19.838582560420036 6.6783909648656827 8.2326558977365476 5.7728546857833889 28.129509136080742 19.728314653038979 28.746402189135551 5.6920906603336325 34.57700103521347 17.247040674090385 22.027128010988235 19.183230146765709 4.7706375420093519 21.633478119969368 33.451691150665283 14.989340558648108 18.486044734716415 5.8961268812417984 6.8797877132892609 12.428679287433626 35.967612370848656 4.805504858493804
leaf_count=1360 397 35 60 283 189 98 39 113 131 13 57 15 44 96 194 18 84 109 56 118 16 72 119 61 33 40 34 35 82 33
internal_value=-1.62761e-05 0.0771681 -0.101392 -0.0530453 -0.0277492 0.0991395 -0.00336271 -0.0276469 -0.00416628 -0.013039 0.0383711 0.0360191 0.116937 0.0727492 -0.0790665 -0.123967 0.0317311 -0.0248157 -0.0145538 -0.0841868 0.0385988 0.134794 0.0702205 0.0751916 0.102708 -0.0819159 0.0349835 0.102799 0.0750522 0.00532257
internal_weight=985.989 559.786 426.202 222.22 180.571 450.146 152.494 124.085 107.501 109.64 61.6435 99.0092 351.137 101.06 47.9967 34.4385 87.6619 38.0956 57.65 24.9561 32.6939 250.077 53.4108 49.5663 28.4086 10.6668 13.5582 81.3313 53.2018 17.2342
internal_count=4034 1572 2462 1102 819 1102 630 558 445 470 211 343 759 290 259 212 314 169 245 133 112 469 154 145 72 56 47 194 150 68
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=31
num_cat=0
split_feature=16 0 8 0 15 15 10 20 8 17 20 9 5 21 16 20 16 15 20 21 21 4 6 20 21 6 18 20 5 7
split_gain=641.965 93.3331 92.7937 52.4569 49.4184 40.6311 47.7458 37.9966 36.4592 34.4604 37.8754 24.8074 33.3473 27.5598 24.4615 47.4533 31.2476 24.3849 23.6543 21.0593 19.2806 20.8037 19.0859 24.5853 19.0022 13.4596 12.9764 12.1181 10.2625 10.202
threshold=18.594956516900002 85.732241321850012 7.0445025401000008 104.06483731340002 28.504445985850001 46.074827201850006 66.964115113200009 41.898943182100005 6.2451263653500009 176.60850786575003 38.244973486750006 186.16747084260001 29.996566321350006 1.0000000180025095e-35 15.839962959300001 41.436838994450007 17.684958644900004 29.037712645600003 44.756878345700009 4.1284891430000012 11.065329869750002 176.89674560820004 16.465384711100004 42.198888176300009 15.285239689500001 16.575387281250006 14.053554955550002 42.824128352900011 13.716117217950002 23.9417051038
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 -1 4 9 6 22 8 -2 28 -11 -10 13 -13 -12 16 -16 -8 -9 -20 21 -19 -3 -24 -7 -21 -6 -25 -4 -23
right_child=1 5 3 -5 26 24 17 18 11 10 14 12 -14 -15 15 -17 -18 20 19 25 -22 29 23 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.14347597612389273 -0.15946260954533931 0.13081761742159176 0.01816526897626072 -0.15195182563080117 0.030030549365377076 -0.11502505737552185 0.097179870589279779 -0.13282517849912415 0.14740045346680561 -0.11750444930007445 0.083282079646231633 0.11462260235255245 0.16628888818478393 -0.14798176961335435 -0.12178147476495926 -0.14887490034210568 0.13754488059165343 -0.14064255212211205 0.1689243585421113 -0.18388949593992832 -0.17393089285721589 0.1214377048194631 0.098615552419836702 -0.18387347220057029 0.12264013015642017 0.045302016791118969 -0.15430106552479905 0.01858961499086104 -0.15041233589167868 0.013565528967555624
leaf_weight=197.46135732531548 7.9426585286855689 236.9319513887167 4.5709592849016216 40.212466388940811 4.3581363260745993 13.536955252289774 40.825055584311485 30.480777397751808 23.133868217468262 16.822348371148109 63.031011611223221 5.7437957823276582 8.9468885660171491 13.136709332466124 6.2297397106885937 16.213896706700325 18.282654538750648 7.3548873960971823 5.8249896168708828 5.1202036291360837 5.9401459842920294 11.638156965374945 73.272258460521698 4.4500679373741141 4.4766444265842429 5.1290993541479111 30.874658018350601 8.8067329078912717 17.198785230517387 35.541899278759956
leaf_count=1360 57 436 19 283 18 77 98 197 39 104 166 12 13 77 39 109 34 47 8 35 41 24 179 30 10 19 214 35 116 138
internal_value=-3.99424e-05 0.0710007 -0.09383 -0.048819 -0.0254652 0.0911373 0.0973756 -0.0135436 0.0398196 0.000779438 0.0216855 0.0708791 0.00726419 -0.0680927 0.0442526 -0.0161523 0.071638 0.0374653 -0.0810615 0.017095 -0.00284628 0.0157889 0.116138 0.0759427 -0.0559618 -0.0691943 -0.1315 -0.0493736 -0.115016 0.0401749
internal_weight=963.49 548.234 415.256 217.795 177.582 442.775 424.761 105.459 58.9039 142.349 120.58 50.9613 27.8274 18.8805 103.757 40.7263 24.5124 101.3 46.5551 16.0743 60.4751 54.5349 323.461 86.5291 18.0136 10.2493 35.2328 13.2568 21.7697 47.1801
internal_count=4034 1572 2462 1102 819 1115 1028 457 198 587 452 141 102 89 348 182 73 348 259 62 250 209 680 244 87 54 232 65 135 162
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=31
num_cat=0
split_feature=16 8 5 10 15 10 6 5 0 5 19 20 20 0 6 19 16 0 20 7 6 2 3 2 20 5 9 16 21 20
split_gain=537.572 80.1015 78.1846 45.9708 49.508 37.1657 33.2286 28.5725 27.5193 25.5688 29.7161 25.064 24.6475 24.1814 22.9477 34.5216 22.7903 27.5934 26.2157 25.5619 20.8033 27.7503 18.6902 17.372 15.9876 15.832 23.7148 14.8921 13.7634 21.5385
threshold=18.594956516900002 7.0445025401000008 23.626838821450004 81.479100559500012 28.504445985850001 66.964115113200009 13.200308423050002 20.769304081650002 86.692020874450009 13.058770361550001 12.851036860900001 41.872294782850005 44.952171034750002 75.462331263550013 13.65531905435 11.850956171350001 18.734956189500004 96.163458868000006 36.893814626400008 22.870118039000001 16.455384477450004 198.51835910855002 93.499196860750018 301.32168012610003 41.965809985500009 27.084128732200003 201.7576686733 15.089964713100001 5.2761091985000013 39.952536079750011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 9 20 -5 16 11 -3 14 13 -13 -4 15 -11 -7 18 -18 -20 22 24 -2 -14 -22 26 -15 -16 29 -12
right_child=2 3 8 6 -6 7 -8 -9 -10 10 28 12 23 25 27 -17 17 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.13472107361592864 0.12594250349497885 0.11037643959208199 -0.14920439501477314 -0.14966199632148197 -0.12298186475753546 0.12478285318419974 0.088120112272158435 -0.17257561363179136 0.12211433596021817 0.069822961402833089 -0.16907478494761513 -0.14580109055187651 0.10419248855723846 0.055434635841275649 -0.027385377793178317 -0.15087970176185822 0.07363951739102291 0.11454986958721232 0.12250691412192648 -0.12644255692194828 0.096899653465059521 -0.10233156011864541 0.026204241291460983 -0.12100753803076436 -0.016853768148045366 0.11930595006184115 -0.15737487717100876 0.11769981788991611 -0.16271664814150208 0.052126433204924411
leaf_weight=189.66573017835617 209.53058889508247 22.098421454429626 7.5470537245273581 50.449862718582153 34.308385670185089 25.352266609668732 6.6518502831459037 6.5063304603099814 13.405699521303175 14.512643232941629 7.0569398403167751 26.82301139831543 8.7854678332805616 18.57562813162804 9.4530261904001218 13.851650953292845 16.101606264710426 18.90244048833847 4.951434493064883 24.696084529161453 79.559740006923676 9.2439908236265165 20.639058709144592 5.6144491732120505 14.626834020018576 17.168619424104691 7.2920813560485831 28.120182633399963 13.782332211732863 11.700060293078421
leaf_count=1360 384 52 57 368 234 51 18 45 28 43 50 192 22 57 41 94 44 41 10 152 185 52 71 35 67 34 45 61 99 42
internal_value=-6.33156e-05 -0.0875089 0.0655469 -0.0452676 -0.0169921 0.0844483 -0.121962 0.0297961 -0.011723 0.0131661 -0.00864807 -0.0312661 -0.0891454 0.0159026 0.0299412 -0.0379568 0.0444255 0.0129144 -0.029079 -0.0848655 0.100259 0.0630069 0.116999 0.0163882 0.0792342 0.0448565 -0.00455615 0.0811979 -0.0868451 -0.031096
internal_weight=936.973 401.651 535.322 211.985 154.884 430.11 57.1017 96.5102 105.212 120.575 98.4768 91.8063 41.2229 50.5834 65.9375 28.3643 90.0038 64.6516 45.7491 29.6475 333.6 103.431 230.17 14.3999 94.1866 43.0363 25.8677 37.5732 32.5393 18.757
internal_count=4034 2462 1572 1102 716 1102 386 343 470 482 430 442 249 193 239 137 298 247 206 162 759 304 455 57 252 136 102 102 191 92
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=31
num_cat=0
split_feature=16 13 0 0 18 0 13 15 0 7 3 7 16 20 10 19 16 23 4 2 21 22 2 5 20 9 21 20 22 5
split_gain=452.377 70.9828 67.274 67.1931 33.9913 40.6953 31.4137 35.8709 34.7915 29.3143 30.9476 28.975 20.735 18.9489 45.215 18.7134 30.843 17.0306 16.0699 37.7806 14.6279 14.3577 12.4638 12.2835 11.8768 18.2199 11.202 10.4862 9.2225 7.81444
threshold=18.594956516900002 95.862351557400004 96.682331287150021 85.732241321850012 17.399600107550004 98.142164052000012 109.40142670235001 46.074827201850006 96.163458868000006 22.721067571950005 108.47659710545001 23.109894804950002 16.859960574100004 47.927946529500012 70.727956495850009 11.950964240300001 14.184966829400002 0.084360000000000018 310.49012963040008 229.44804549725004 15.285239689500001 -0.5775499999999999 227.66379729560001 13.716117217950002 41.919251152600005 70.31345721160001 1.0020322129000003 42.719328117250008 -0.063749999999999987 18.613387752550004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 9 5 12 8 17 11 10 24 -5 -4 21 -15 16 23 -8 -19 -20 28 -3 -6 -7 -2 -26 -11 -27 -9 -23
right_child=3 2 4 6 22 15 7 20 -10 26 -12 -13 -14 14 -16 -17 -18 18 19 -21 -22 29 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.14372287089808447 0.072884714321556063 0.053283873127862008 0.084347699497947598 0.11742301815125072 0.1400230704584455 0.034757794742428696 0.12257634887972771 -0.16138882760152728 0.09800099379528325 0.015248964415783457 -0.12737499777021408 -0.14464539558818437 -0.10758582766972358 0.26474771883508824 -0.14567246432856309 -0.11747113193900927 0.095267769827265092 0.086357221027536943 -0.20487846416205371 0.081697029973369778 0.10694135960982672 -0.077129726108358901 -0.012136095891514339 -0.14283965583140359 0.090003226493096403 0.003920656892659833 -0.1629850961793344 -0.16698663680780315 0.017891101957444439 -0.14330476915512919
leaf_weight=125.67424693703651 43.028546392917633 4.5354334712028495 33.480111882090569 5.4934488534927395 18.828893303871158 5.2540320008993175 134.1528035402298 9.0118341743946075 18.937579497694969 4.5885117202997234 12.968763336539267 18.183066159486771 6.7661563754081717 4.4208176732063276 6.8334204405546188 41.549065470695496 14.192689612507818 203.75407254695892 6.5496132075786617 15.457398340106009 4.3584945797920218 22.978403344750404 7.5387589633464804 15.050164043903349 9.8802322596311587 6.7993825972080213 15.23183751106262 7.6058634519577026 4.2097412794828424 79.872911393642426
leaf_count=972 119 17 91 11 36 20 256 60 44 17 95 121 47 10 53 284 35 508 47 41 10 143 33 109 27 32 112 55 17 612
internal_value=-9.15734e-05 -0.0819664 -0.0522643 0.0608135 -0.00599212 -0.0292352 0.078357 0.0875446 -0.0030304 -0.0128121 0.014076 -0.08384 0.0520801 -0.107904 0.0155462 -0.0722701 -0.0178287 0.0943574 0.077589 -0.00359209 -0.0519332 -0.120842 0.0965193 -0.0968835 0.041328 -0.0145835 -0.121723 -0.0863171 -0.104306 -0.12852
internal_weight=907.186 386.975 261.301 520.211 142.66 116.292 420.108 377.494 42.6141 100.103 80.2828 23.6765 40.2463 118.641 11.2542 76.046 34.4969 359.914 225.761 22.007 17.5801 107.387 26.3677 20.3042 67.314 24.2855 19.8203 14.4052 13.2216 102.851
internal_count=4034 2462 1490 1572 655 586 1115 939 176 457 328 132 138 835 63 448 164 852 596 88 87 772 69 129 233 114 129 87 77 755
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=31
num_cat=0
split_feature=16 13 0 0 20 10 18 0 18 8 16 6 0 15 16 20 10 6 20 15 22 10 19 13 4 2 13 7 5 21
split_gain=381.484 63.4957 57.6929 56.9237 38.8626 32.007 28.5124 34.8565 27.8619 27.176 19.6101 26.0509 24.1314 18.4627 17.1886 16.4639 35.1993 16.4111 18.6808 24.8124 16.2791 15.3774 14.0714 30.7725 13.4437 12.5695 15.4974 15.2 12.5694 12.5444
threshold=18.594956516900002 95.862351557400004 96.682331287150021 85.995710218650018 41.942745071500006 66.964115113200009 17.323446153950005 98.142164052000012 13.036600629150001 6.2451263653500009 19.974953289850003 14.845346859150002 96.163458868000006 46.074827201850006 16.859960574100004 47.927946529500012 70.727956495850009 16.455384477450004 41.243661560350013 37.050691080100002 -0.58559499999999998 69.64719632740001 11.950964240300001 98.050756475600011 337.15527657900003 307.89447427740009 116.72209819155002 22.516377366000004 13.955288807050001 9.1912342607000017
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 13 7 14 25 -2 11 12 21 17 -4 20 -17 -5 -19 -20 -3 -7 23 -9 -8 26 -6 -28 -25 -15
right_child=3 2 6 5 8 10 24 22 -10 -11 -12 -13 -14 29 -16 16 -18 18 19 -21 -22 -23 -24 28 -26 -27 27 -29 -30 -31
leaf_value=-0.13745056822472942 -0.14267046736166006 0.084727939526048415 0.076982630257382889 0.11380500204639231 0.11112395801386005 0.067347893754751503 0.12868105113977488 -0.14498298465684922 -0.15942479103267415 0.061620473208190446 -0.10295575990187485 0.10256701498647157 0.087826953814391984 -0.11329818734085351 -0.1006881432905215 0.21814602295209262 -0.13948113413379107 0.097369767454674516 -0.18369452702289774 0.046791041476831115 -0.12214878320534206 -0.10251581310970746 -0.10912144057871927 0.11242078503027081 -0.031620947633751693 -0.15959538095303741 -0.10910576341118861 0.081549628175741365 -0.051448517902339667 0.098782597771034486
leaf_weight=118.63087036460638 7.1256502866744986 3.9562952220439902 33.038217768073082 198.16459907591343 10.604993239045145 6.9752452224493053 19.935465656220916 12.401579558849333 19.824663132429123 75.562123753130436 10.358197897672651 39.330143690109253 16.739017531275749 7.0233767554163915 6.5196653455495825 4.8042780756950361 6.4431368708610535 40.103020653128624 6.349648222327235 17.664145588874817 98.624135732650757 22.587170295417309 39.633866108953953 13.262191370129587 7.0931114554405204 4.8101969063282004 11.697114638984205 6.5083198025822631 7.2339490801095954 4.6259709745645523
leaf_count=972 58 13 91 390 24 19 40 99 152 215 60 89 40 41 47 10 53 91 45 57 759 141 280 29 34 35 81 22 35 12
internal_value=-0.000147938 -0.0770887 -0.0487791 0.0563469 0.00106016 0.0766927 -0.00557951 -0.0278103 -0.0653983 0.0440156 0.0270019 0.0427218 -0.00811286 0.0941052 0.0477001 -0.101577 0.0132776 0.0995765 0.0556009 -0.0141532 -0.11417 -0.0624365 -0.0689927 -0.0206473 0.086613 -0.00995484 0.0150292 -0.0409477 0.0545844 -0.0290806
internal_weight=877.63 371.577 252.946 506.054 136.133 369.921 139.118 112.089 53.4453 82.6878 95.9898 85.6316 46.3014 273.931 39.5579 113.828 11.2474 262.281 64.1168 24.0138 102.58 29.5624 72.5316 32.8977 27.0286 33.6206 28.8104 18.2054 20.4961 11.6493
internal_count=4034 2462 1490 1572 587 985 655 581 314 273 349 289 200 636 138 835 63 583 193 102 772 160 443 163 74 162 127 103 64 53
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=31
num_cat=0
split_feature=16 13 5 3 20 20 18 6 19 10 8 18 22 2 4 15 16 6 22 6 20 15 9 20 7 5 3 2 20 17
split_gain=323.244 57.2562 50.2772 48.6994 33.0121 33.0054 29.334 31.1232 34.1566 28.9048 23.1094 20.2554 17.1654 20.5247 22.4932 16.7488 16.1845 21.8955 22.187 13.8381 15.5451 21.2075 12.0186 11.873 11.8144 11.8059 34.4462 10.7133 13.8773 14.0741
threshold=18.594956516900002 95.862351557400004 18.613387752550004 93.499196860750018 47.927946529500012 41.942745071500006 17.323446153950005 13.65531905435 13.051052998800001 66.964115113200009 6.2451263653500009 13.036600629150001 -0.59681499999999998 82.82761181390002 169.88079978325004 46.074827201850006 19.974953289850003 14.825346391850003 -0.041369999999999997 16.455384477450004 41.243661560350013 37.050691080100002 186.16747084260001 42.066503896600004 25.350214218950004 29.996566321350006 94.972471916200007 307.89447427740009 44.262924377150007 187.51563899930002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 10 7 12 -9 15 -5 27 -3 14 -14 19 17 18 23 -2 -21 -22 -12 -11 -18 26 -24 28 29 -7
right_child=3 2 4 5 -6 11 -8 8 -10 16 22 -13 13 -15 -16 -17 24 -19 -20 20 21 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.13218777727150113 0.10832652458335071 0.08308901469349006 -0.12570268176651259 -0.13714465242730389 0.14354285684525522 -0.10974699613922508 0.083737857300285934 0.06391443552113546 -0.14424514113662804 -0.13462366783883536 0.11312560514061108 -0.13448892843616478 -0.14224752564132742 -0.10977111689736022 0.11514157888277342 -0.034243756855282824 -0.16937336775847703 0.092078184676972666 0.063911275405040588 0.093084445105373059 -0.17090304760051531 0.047005772443848959 0.049936807689376639 0.017822012888387549 0.058638974703200453 0.14102117471013917 -0.17899178847965896 -0.15099486833770137 0.097157829160887096 0.086849844229807571
leaf_weight=111.39149019867182 187.1787286773324 6.6694300025701514 76.732054010033607 6.6937054619193068 4.8411295339465132 11.095368124544626 26.047180250287056 44.398617081344128 9.5845283269882184 14.218702040612699 25.332028478384018 21.310559518635273 5.3250522240996352 61.09535263478756 9.3687617182731611 10.448274567723272 6.8473576307296735 40.629529699683189 20.794985570013523 36.418774284422398 6.1522628366947201 16.296984806656837 37.362299174070358 7.9741522371768943 3.4012180268764496 8.0582568123936635 7.9757389873266211 4.5871780440211287 11.690410673618315 5.4202560111880294
leaf_count=972 384 21 644 58 14 78 72 135 77 98 51 162 44 457 26 49 49 98 61 84 45 52 111 32 11 13 52 35 31 18
internal_value=-0.000185022 -0.0727799 -0.0456658 0.0524886 -0.109724 0.00252604 -0.0135072 -0.0320716 0.0269564 0.0723854 0.0412334 -0.0585873 -0.0707154 -0.0842501 0.0218635 0.0897611 0.0249052 0.0394424 -0.0103058 0.0950269 0.0527389 -0.0127126 0.0563996 -0.0798482 -0.0937024 0.0294879 0.00966434 -0.0092629 0.0137871 -0.045226
internal_weight=845.34 355.454 244.062 489.887 81.5732 139.526 162.489 136.442 53.9831 350.361 85.422 54.1038 82.4586 75.7892 14.6938 256.495 93.8659 83.6174 42.9878 246.047 58.868 22.4492 78.7283 22.1929 10.2486 53.3963 45.338 32.7932 28.206 16.5156
internal_count=4034 2462 1490 1572 658 609 832 760 212 963 285 324 548 527 70 614 349 289 191 565 181 97 227 130 60 176 163 162 127 96
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=31
num_cat=0
split_feature=16 13 5 5 20 18 6 19 10 5 13 0 13 0 6 14 15 22 2 4 0 0 5 21 20 15 9 20 3 18
split_gain=274.659 52.0184 44.0674 41.6933 28.2113 24.5082 25.631 28.9162 23.394 20.3087 17.456 15.3896 15.4109 30.0985 14.8533 19.4141 14.3607 14.1724 16.7867 18.964 12.6671 12.4043 12.9107 21.9381 11.2336 9.65581 9.40442 12.7567 11.6687 8.25833
threshold=18.594956516900002 95.862351557400004 18.613387752550004 23.545618314050007 47.927946529500012 17.399600107550004 13.65531905435 13.051052998800001 66.964115113200009 20.769304081650002 113.62230596715001 91.937202686950016 109.34496908160001 96.163458868000006 16.455384477450004 285.93967426180006 27.063546193350003 -0.59681499999999998 82.82761181390002 169.88079978325004 85.995710218650018 86.479632682150012 29.996566321350006 5.0168062700000009 38.804080188450008 37.491361913600009 207.04102956050002 41.674196414850009 103.48681881535002 13.036600629150001
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -4 6 17 -8 14 11 -5 -10 13 16 20 24 -13 -3 19 -19 -2 22 26 -24 -16 29 27 28 -12 -26
right_child=3 2 4 10 -6 -7 7 -9 9 -11 21 12 -14 -15 15 -17 -18 18 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.12771132802021493 0.014097112680772154 0.075323643168168392 -0.12061264173269647 0.13129265902377779 0.12608033702668392 0.079671954531148101 0.058157043584988515 -0.13843478867324896 -0.10039237741624592 -0.15830035371558321 0.03300837914937025 0.061404525323729232 0.08747101601784818 0.08664623617407359 0.11821088578383819 -0.10641409768451729 -0.15700769846106322 -0.1368594190359228 -0.10055733078360694 0.10480955793718011 0.10234145125285395 0.061725714924500102 0.10890120620173555 -0.09631519670540617 0.052515449843934039 0.073146281745884764 -0.16890232335064803 -0.10542041998608474 -0.13410727505724127 -0.056002539212440638
leaf_weight=104.139858327806 17.939809262752533 6.6236777678132048 72.207570470869541 8.1868074983358365 4.9536487013101569 24.356488570570946 43.939180299639702 9.0173114165663701 7.9009258300065985 5.9934173300862303 20.824580401182178 4.009032458066943 41.081501431763172 17.588294893503189 23.38344544917345 7.721907600760459 12.084964789450167 4.9980556443333617 59.911301262676716 9.2682426869869214 174.44160660356283 15.073714539408682 13.131960488855841 8.634389214217661 12.952326238155367 33.486817196011543 7.3428529053926459 20.888175502419472 5.2268956154584876 15.292605593800543
leaf_count=972 65 21 644 15 14 67 135 77 47 45 68 12 103 42 45 50 94 44 462 26 377 43 32 62 39 91 55 165 48 74
internal_value=-0.000223705 -0.0688686 -0.0428231 0.0490151 -0.104775 -0.0125899 -0.0293902 0.0246818 0.0643136 0.0194476 -0.00858003 0.0323348 0.0463612 -0.00377944 0.0782599 0.0454093 -0.102601 -0.0648286 -0.0773434 0.0201432 0.0941126 -0.0211467 -0.037573 0.0274949 0.0591832 0.036824 -0.0636641 -0.0472014 -0.00052124 -0.00623926
internal_weight=812.601 339.415 235.275 473.186 77.1612 158.114 133.758 52.9565 373.877 88.6581 99.3094 82.6647 74.7638 33.6823 285.219 92.8371 16.094 80.8013 74.1776 14.2663 192.381 91.1226 76.0489 21.7663 85.1152 61.7317 54.2825 46.9397 26.0515 28.2449
internal_count=4034 2462 1490 1572 658 832 765 212 1084 343 488 298 251 148 741 299 106 553 532 70 442 473 430 94 249 204 336 281 116 113
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=31
num_cat=0
split_feature=16 13 5 0 20 20 6 17 18 22 6 19 19 18 9 22 23 21 22 17 23 9 17 7 22 5 5 2 20 5
split_gain=233.81 47.5146 38.7917 36.4333 24.2922 24.1035 21.9861 21.3765 21.2771 18.1862 17.9549 23.4506 18.6058 26.0529 17.6339 17.6117 11.566 10.242 15.797 9.99147 14.5228 18.0019 9.54485 14.04 9.27356 11.6386 9.16117 8.64286 11.6829 14.0312
threshold=18.594956516900002 95.862351557400004 18.613387752550004 85.995710218650018 47.927946529500012 41.942745071500006 14.865347326450001 241.79519611995002 13.036600629150001 -0.59681499999999998 13.65531905435 13.051052998800001 11.950964240300001 16.049140492450004 95.611857730950007 -0.041369999999999997 0.080515000000000017 0.66785492670000013 -0.12546499999999997 204.12988953870004 0.099465000000000012 206.08934059370003 188.64489188380003 25.350214218950004 0.15844000000000005 19.925387549600003 21.876867948900003 307.89447427740009 48.226196960950006 23.545618314050007
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -4 14 15 9 27 -3 12 -12 13 -11 -2 22 -8 -16 -19 24 21 -21 -5 -24 -18 -26 -23 28 29 -7
right_child=3 2 4 6 -6 8 16 -9 -10 10 11 -13 -14 -15 17 -17 19 18 -20 20 -22 26 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.12385703890693503 -0.13030085939080427 0.091768310815545429 -0.11608828809992773 0.087609865874758219 0.11201461180305064 0.054872053635405885 0.10729598725037737 0.13507568692118987 -0.14429196505095987 -0.096203969411753743 0.048386076968001207 -0.13493428147778327 -0.099436641271139839 0.080062738300729713 0.11269795519480652 0.060369319735689958 0.079010508182332434 -0.14207471722828122 0.044065141362015225 -0.19629826885466559 0.102737206651899 -0.057634118962874216 -0.11964333506583201 0.039210666021387036 -0.1234154670891988 0.069255366396196394 0.11500111063410863 -0.14003398356671418 0.13228433412130777 -0.11036406682733919
leaf_weight=97.009631738066673 5.9668830782175055 12.967457637190817 67.750462174415588 4.5983428508043316 5.0143511593341819 11.039265647530565 81.004408560693264 9.3158431053161603 17.286832220852375 15.874176457524298 39.746196836233139 8.4640033990144712 49.585367009043694 17.773994602262974 18.479646556079388 33.38277430832386 145.68348111957312 5.0471151918172827 47.170853361487389 5.5656634792685571 10.155046448111532 6.823926739394663 17.409185275435451 8.1771077141165716 5.2873931303620321 7.7025839239358902 5.5936336889863014 4.1710628867149344 6.4323858171701422 9.615192197263239
leaf_count=972 58 34 644 11 14 36 175 18 152 127 127 77 399 50 38 98 379 32 145 42 24 36 123 30 34 21 12 35 12 79
internal_value=-0.000257372 -0.0652979 -0.0402163 0.0458247 -0.100369 -0.00013027 0.0631882 -0.0117436 -0.0552678 -0.0212147 -0.032361 0.0162015 -0.0604892 -0.0030945 0.0347834 0.0103181 0.0757371 0.0487165 0.0260738 0.0620527 0.00713456 -0.0468518 -0.0450363 -0.0688753 0.0717916 -0.00916867 0.0201314 -0.00603403 0.0146004 -0.0220497
internal_weight=780.094 323.501 226.492 456.593 72.7648 125.209 331.384 153.727 48.5447 144.411 131.444 48.2102 83.2335 33.6482 76.6645 63.5674 267.816 70.6976 52.218 186.812 28.1383 17.9832 30.1846 25.5863 158.673 12.99 12.4176 31.2579 27.0868 20.6545
internal_count=4034 2462 1490 1572 658 587 985 832 314 814 780 204 576 177 273 262 723 215 177 548 114 90 164 153 434 55 48 162 127 115
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=31
num_cat=0
split_feature=16 13 5 5 20 18 10 5 22 6 19 13 6 2 21 10 22 2 18 4 3 20 9 0 0 23 20 20 10 20
split_gain=199.145 43.5134 34.2222 31.4117 21.0389 18.3562 18.1776 17.4026 15.6924 16.8736 20.0663 13.6377 13.1271 15.2543 13.0873 13.2792 11.0833 10.8119 15.7002 13.3543 10.6576 10.1129 9.9286 9.77807 9.13672 8.99403 12.4773 11.5426 8.25618 8.08954
threshold=18.594956516900002 95.862351557400004 18.613387752550004 23.545618314050007 47.927946529500012 17.957852018100002 66.964115113200009 20.769304081650002 -0.59681499999999998 13.65531905435 13.051052998800001 113.62230596715001 16.455384477450004 198.51835910855002 8.8898213993500015 67.649671936450019 -0.094519999999999993 90.745765132650021 17.399600107550004 170.06818406760001 93.499196860750018 38.804080188450008 227.07958281845004 94.165934477050016 86.692020874450009 0.09180000000000002 44.952171034750002 41.685324604100011 73.037342029850024 40.413896136950008
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -4 8 12 14 -3 16 29 -5 20 21 15 -8 28 19 -19 -18 -2 -14 24 -16 25 26 -13 -27 -10 -11
right_child=3 2 4 11 -6 -7 7 -9 9 10 -12 22 13 -15 23 -17 17 18 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.12050111898246181 0.093781147952325769 0.084560493484344745 -0.11200535995631498 0.12139557740018161 0.10033102117806653 0.10705733770845299 -0.094767724109865864 -0.15216696930880275 0.028248384748733747 -0.0043362778726482171 -0.13071471937915655 -0.10110288787562649 0.1095414299604355 -0.099798422235553977 0.014099918469146709 0.060613960363737687 -0.089069688510087425 -0.094667191161127262 0.090146684065144436 0.11061095912002666 0.015289415203731642 0.029279512733725643 0.12632120110618694 -0.16228063377372837 0.054471056143339094 0.048224114337717165 0.018323422647040673 -0.10370101742875047 -0.12898259302033224 0.086506002663645859
leaf_weight=90.095966629683971 156.92700864374638 12.680763244628904 63.422388806939125 7.3793453574180594 5.0369094759225836 12.106437176465986 6.058745138347148 5.7331243529915801 3.8317299261689213 18.428930148482323 7.8928825929760924 32.448281705379486 21.319458492100239 7.374430499970912 7.0511015802621824 59.652241162955761 5.1695132106542578 26.923136077821255 5.5429290086030951 9.5118367597460729 19.441798001527786 59.542081333696842 4.3803357332944861 5.6708590239286423 11.458020947873591 18.042078360915188 11.977403551340101 6.9185451567172995 26.006102822721004 20.942506536841393
leaf_count=972 372 34 644 15 14 28 38 45 29 72 77 261 45 50 27 186 43 217 14 27 70 204 8 47 33 56 57 58 236 55
internal_value=-0.000293936 -0.0620629 -0.0378553 0.0427525 -0.0963827 -0.0109711 0.0564989 0.01602 -0.0214063 -0.0322212 0.0148108 -0.00901975 0.0693745 0.0378844 0.0283138 0.0462873 -0.061096 -0.0309114 -0.0631139 0.0403005 0.0851287 0.0504409 -0.020312 -0.0645223 -0.028257 -0.0419181 -0.0689049 0.00611375 -0.108791 0.0439847
internal_weight=748.967 307.592 217.496 441.375 68.4593 149.037 348.771 84.1661 136.93 124.25 47.2643 92.604 264.605 88.236 78.4329 65.711 76.9852 47.1474 32.4661 14.6813 176.369 80.8615 85.2247 12.722 80.8443 69.3863 44.4257 24.9606 29.8378 39.3714
internal_count=4034 2462 1490 1572 658 832 1084 343 804 770 204 488 741 299 298 224 566 301 231 70 442 249 473 74 465 432 318 114 265 127
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=31
num_cat=0
split_feature=16 13 23 0 18 20 15 10 7 20 19 3 21 6 5 21 23 20 18 22 6 16 9 20 16 3 17 23 22 23
split_gain=169.803 39.9275 30.5256 27.5066 21.0554 20.6586 18.061 17.4098 15.5871 14.3018 14.2603 13.0639 12.8807 11.571 18.546 13.7557 11.5301 11.755 11.2337 16.1016 15.4661 10.9496 12.0583 13.4786 10.9036 12.7162 11.0947 9.19966 8.91759 8.26553
threshold=18.594956516900002 95.862351557400004 0.083950000000000011 85.732241321850012 17.323446153950005 47.709122305950011 46.683480308100009 66.590419433100024 22.721067571950005 37.52517992975001 12.951044929850001 108.47659710545001 9.1912342607000017 13.65531905435 19.426367441400004 3.6533552218000005 0.081765000000000018 42.198888176300009 13.910998540000001 -0.073609999999999995 14.980350013450002 15.524963695900002 200.17144541975003 47.927946529500012 22.604947139800004 92.598563387050021 197.38773738110004 -0.16320999999999999 -0.095204999999999998 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 -1 21 8 5 10 7 16 11 -10 13 -2 -8 15 29 -4 27 -18 -9 28 -21 22 23 -3 26 -26 -19 -5 -20 -15
right_child=3 2 4 6 -6 -7 12 18 9 -11 -12 -13 -14 14 -16 -17 17 24 19 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.11754810701758632 0.027351615358227162 -0.11215906164082574 0.011735208323606514 0.030499219636752836 0.089518160212951198 0.22325858133909518 -0.17712146002059259 0.094693131418190898 0.1086331096348731 -0.14379578865083842 -0.096597569452228416 -0.09842415752073623 0.028053935417350951 0.13123717903211171 -0.12463049538167233 -0.11963517385860201 0.069848314279935583 0.086297113195436745 -0.026431789871994734 0.059803822398656038 -0.10415557238531661 -0.10934999722147819 0.041145225239288846 0.084436541117605679 0.037434953012948066 -0.16232282442180812 -0.058832677373628489 0.11694215465159732 -0.1602258253100062 0.024137399487560319
leaf_weight=83.464452795684338 57.403742589056492 20.633559957146648 16.352629192173485 15.09954086691141 20.573104597628117 3.3255434632301322 5.6822078227996808 15.72393812984228 2.7044050693511954 13.197180911898611 24.187794491648674 9.6457274332642537 6.6297765970230103 10.834687910974024 6.5399179309606543 15.549687296152113 125.07232755422592 18.189457595348362 17.755991995334629 39.645711503922939 6.7297696322202674 52.21894883364439 12.610404990613459 4.1966715455055228 5.9938702657818776 6.8045782297849655 7.4147182554006568 66.678543619811535 6.9243821054697028 21.515866458415985
leaf_count=972 233 213 89 49 54 12 44 37 6 123 232 95 26 21 71 132 345 50 99 121 42 527 47 14 19 46 39 143 55 78
internal_value=-0.000323698 -0.0590981 -0.0357043 0.0398412 -0.00247789 -0.0217304 0.0522941 0.0567042 -0.0118528 -0.100865 -0.0303082 0.00925753 -0.0666383 -0.00765912 0.0289577 -0.0522968 0.0703252 0.0549895 0.0182091 0.00128398 0.0360109 -0.0797591 -0.0384884 -0.0789315 0.00659621 -0.0687707 0.0442689 0.100981 -0.0639693 0.0600067
internal_weight=719.299 292.003 208.539 427.296 118.879 98.3061 344.345 332.033 82.9511 15.9016 94.9806 67.0495 12.312 70.7928 38.8905 31.9023 245.253 163.475 86.7798 71.0559 46.3755 89.6596 37.4406 24.8302 38.4026 12.7984 25.6042 81.7781 24.6804 32.3506
internal_count=4034 2462 1490 1572 689 635 1115 1045 457 129 623 328 70 391 170 221 691 499 354 317 163 801 274 227 154 65 89 192 154 99
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=31
num_cat=0
split_feature=16 13 5 3 6 20 20 6 10 17 16 18 0 17 23 8 23 5 9 20 15 2 5 3 19 17 23 22 20 13
split_gain=144.638 36.4934 28.8666 25.2199 18.9999 17.803 16.46 14.728 15.8308 15.1841 23.1787 13.9863 13.4296 14.8431 13.0285 12.4692 10.9856 9.82904 9.7519 9.6748 17.4961 24.74 9.26826 23.0136 8.65079 7.81212 12.5183 16.8677 7.48589 7.4205
threshold=18.554956610400005 95.862351557400004 18.613387752550004 93.499196860750018 14.825346391850003 47.927946529500012 41.942745071500006 5.1651206822000004 71.322105742700003 241.79519611995002 15.969962655300002 13.036600629150001 102.70985441565001 168.81379805985003 0.087245000000000031 6.2451263653500009 0.080515000000000017 19.749058312400006 186.16747084260001 40.750688432250008 19.662799495750004 84.960908098050012 29.996566321350006 94.972471916200007 13.751109481500002 204.49254535040004 0.099465000000000012 -0.089094999999999994 39.110279783550006 107.87169402615001
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 -4 15 -3 -9 10 12 -8 13 -10 -2 -5 -6 24 -17 20 -15 -22 23 28 29 -18 27 -27 -20 -16
right_child=3 2 5 6 16 -7 11 8 9 -11 -12 -13 -14 19 17 18 25 -19 22 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.1149230314171219 0.045792168430217217 -0.12262834224162407 -0.10976101357021273 -0.12399279116090836 0.098121727182428828 0.087558814225769915 -0.0060314425208092548 0.10852033698143898 -0.084472803703531663 0.12076648237973538 -0.099772623659253518 -0.11896478783482545 -0.11335449866938629 0.10442937664625129 0.021780770392838739 0.093977322886330025 0.060004529051656742 -0.17317777993666567 0.10786378970883947 0.084303313090105345 0.053366262276149656 -0.15529284266339322 0.12296867526526981 -0.15459357600043819 0.054425609354813304 0.035945464104697726 0.092637133471133962 -0.17235846406160402 0.0033852244621522909 -0.14206022374415705
leaf_weight=77.15801477432251 28.507727801799774 10.583079703152178 53.45919044315815 5.0617453679442397 70.188401266932487 5.0001572370529166 29.818252831697464 12.191510424017904 11.487294919788836 8.1129544824361783 27.841158851981163 17.345375970005989 8.4503109380602819 11.55534642189741 4.5661543607711845 21.88166432082653 144.14710268378258 5.339189000427722 9.4942937791347486 26.904000051319599 11.854505449533464 10.913626529276369 6.7013938799500457 8.1508058309555036 8.7346791103482229 8.9647302180528623 9.1334152147173864 6.8638096973300007 24.696558959782124 7.0052511096000671
leaf_count=972 94 119 629 58 174 14 167 46 109 18 240 162 78 28 17 51 439 44 21 72 40 77 13 59 28 35 24 52 90 64
internal_value=-0.000355662 -0.0565695 -0.0338704 0.0368204 0.0527594 -0.0928838 -0.00116023 -0.0092097 7.27402e-05 -0.0112161 -0.0210391 -0.047565 0.00596798 0.0198347 -0.000729806 0.0276425 0.064864 -0.0524444 0.0384644 0.0394045 0.00421112 -0.0466519 0.013696 -0.00359854 -0.0206994 0.0510604 -0.000588932 -0.0543824 0.0323974 -0.0774075
internal_weight=692.112 275.511 198.353 416.601 293.45 58.4593 123.15 139.894 129.311 117.119 109.006 47.1636 81.1651 72.7148 54.153 75.9865 239.297 25.6453 70.9247 61.2275 34.3235 22.7681 49.0431 42.3417 20.3061 169.109 24.962 15.8285 34.1909 11.5714
internal_count=4034 2442 1470 1592 971 643 621 827 708 662 644 329 404 326 247 292 724 153 234 217 145 117 183 170 109 550 111 87 111 81
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=31
num_cat=0
split_feature=16 13 23 0 5 15 0 3 9 5 21 3 0 5 18 9 23 21 16 3 9 9 4 21 23 22 10 23 17 15
split_gain=123.453 33.611 26.2251 21.8896 21.4774 14.4704 14.4054 16.4722 11.9375 21.189 16.1493 14.2281 11.2589 12.6031 10.8896 13.3033 10.743 10.4614 9.43556 8.73683 7.94776 8.96318 7.70101 10.7057 7.4037 17.157 12.589 7.21674 7.16522 6.90996
threshold=18.554956610400005 95.862351557400004 0.087555000000000022 85.732241321850012 14.050239455300002 46.683480308100009 94.047642319350018 83.326071295150015 187.45330412110005 29.996566321350006 1.0000000180025095e-35 108.47659710545001 97.878695155250014 15.904541771600002 16.049140492450004 219.59809404590001 0.08092000000000002 9.1912342607000017 18.124957616000003 93.281431752200021 181.33671263215004 186.68586460755003 158.18845385165005 0.17201659740000003 0.093325000000000033 0.0023400000000000005 61.993156030000002 0.087245000000000031 203.30705351230003 23.214132849600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 14 8 -4 6 16 -8 11 10 -10 -2 13 -6 -3 28 19 -7 29 -5 -18 -22 -9 -24 25 26 -23 -27 -16 -15
right_child=3 2 4 5 12 17 7 22 9 -11 -12 -13 -14 18 15 -17 20 -19 -20 -21 21 24 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.11256589497847276 0.049115696189031076 -0.085080590525334884 0.072998689544996248 0.10050197495332003 0.13858782677316761 -0.1645321727299513 0.062003896133979108 0.069567508654716045 0.078212172895589835 0.10248149459398091 -0.12876104305469521 -0.092391941555498194 -0.084639123517580989 -0.073367053405794677 0.094481467634287081 -0.15603447564685677 -0.054988724214684551 0.023253016963839801 -0.10564639002215936 -0.004091003700479128 0.11023788594093345 -0.10336386130315299 0.034196788131532596 -0.15096957355162838 0.06053142316716921 -0.022589104648800026 0.04902582088268273 -0.20395891168138258 -0.047713549677859589 0.047843997533267763
leaf_weight=71.202314496040344 36.073527373373508 77.650473318994045 31.600273661315441 70.664440274238586 5.9167868420481673 5.4399428218603116 17.053670138120651 3.1533625945448902 4.4951886013150242 6.7187020182609549 23.363820977509022 8.8482204899191839 22.568493030965328 6.5382681414485004 9.6573469117283839 4.3450037166476241 7.6190905421972266 6.525122344493866 9.2300300076603872 9.0039742514491063 21.330286286771297 5.9489175006747237 4.2617952823638907 11.679329968988894 91.663023702800274 4.3916625604033452 61.087463788688183 4.3838304728269577 5.5978422090411177 16.756945319473743
leaf_count=972 138 822 126 179 12 44 47 9 12 18 206 95 180 49 25 37 38 26 108 34 50 31 18 107 273 23 209 35 39 72
internal_value=-0.00038504 -0.0539739 -0.0320005 0.0342692 0.00608463 0.0458 0.0499356 -0.0094256 -0.0127543 -0.0569219 -0.0953649 0.021243 -0.0285734 0.00434163 -0.0682686 -0.00166442 0.0577076 -0.0621239 -0.0200796 0.0886811 0.045145 0.0491858 -0.0732207 -0.101466 0.04141 0.0182905 0.0355025 -0.113193 0.0423035 0.0138237
internal_weight=664.769 261.064 189.861 403.705 92.6108 324.206 312.241 36.1482 79.4995 34.5777 27.859 44.9217 61.0105 38.442 97.2507 19.6002 276.093 11.9651 32.5252 79.6684 196.424 188.805 19.0945 15.9411 167.475 75.8119 67.0364 8.77549 15.2552 23.2952
internal_count=4034 2442 1470 1592 547 1123 1053 181 469 236 218 233 421 241 923 101 872 70 229 213 659 621 134 125 571 298 240 58 64 121
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=31
num_cat=0
split_feature=16 13 5 5 20 21 16 17 10 5 16 13 3 7 18 7 6 20 3 13 23 21 23 4 10 20 2 23 23 23
split_gain=104.74 31.4464 23.0895 18.8413 16.6643 13.1611 16.4186 11.9677 11.3992 12.6472 11.2663 11.9782 13.4778 14.2288 11.2127 12.9835 10.7131 12.3262 11.7375 9.94048 9.51681 9.35275 13.9198 8.17861 8.06791 7.95536 9.10207 7.31917 8.17061 9.29897
threshold=18.554956610400005 95.862351557400004 18.613387752550004 23.545618314050007 47.927946529500012 5.9696025344000008 17.634958761800004 210.19483915710003 66.964115113200009 20.769304081650002 19.974953289850003 109.34496908160001 83.326071295150015 23.109894804950002 15.946034773700001 25.016749795550002 16.455384477450004 38.804080188450008 92.703413254150021 113.62230596715001 0.083950000000000011 10.628103601550002 0.093325000000000033 251.46582525270003 61.950140699950005 39.792680591700012 74.580378076100018 -0.25095999999999996 -0.11012 0.049900000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 8 -4 6 7 14 16 10 11 12 -10 -14 15 25 24 -18 -19 -5 -7 -22 -23 -12 -2 26 -3 -21 -29 -30
right_child=3 2 4 19 -6 20 -8 -9 9 -11 23 -13 13 -15 -16 -17 17 18 -20 27 21 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.11042793225862907 -0.020437067454448399 0.026072213733102385 -0.1047141184646026 0.11152964641386898 0.087322239361746753 -0.12653556089407822 0.10389523166789766 -0.11774684140975565 0.06265847655075879 -0.1432269342996923 -0.15921424700771228 0.075586969327662915 0.085698432429173049 -0.12714289929171729 0.064610437683425476 -0.11833767743561768 0.098013888050410294 -0.11013578832584806 0.020673016919640932 -0.10889235393512769 -0.081412956729770627 0.087833996066849551 -0.072045566690405446 0.044283853752826258 0.076542132665117973 0.064125422519265729 -0.17602206113290908 0.078938874461934608 -0.14047157120060344 -0.0095184430055389041
leaf_weight=65.609958298504353 9.1411418840289098 5.4966235756874102 46.993082098662853 6.2193280532956114 4.999514013528823 11.778009727597235 17.224305264651775 8.3433987349271757 13.601706311106684 5.0160532444715491 5.5309034809470159 34.373848669230938 4.2382501065731075 12.131100513041018 22.83808895945549 10.508747324347494 18.081312157213688 7.8430911824107161 54.707650527358055 8.2521897405385953 16.251659885048866 12.54916960000992 9.6202369779348356 3.0718492269515991 139.3334443718195 13.732526436448095 3.748376302421093 9.1199393868446332 6.0260778218507758 54.14224835857749
leaf_count=972 38 25 629 15 14 140 56 69 37 45 44 95 10 110 86 113 45 54 200 86 135 41 72 10 404 57 33 32 61 306
internal_value=-0.00039285 -0.0509845 -0.029798 0.0319291 -0.0862482 -0.00757852 0.0171351 -0.00597352 0.0433964 0.0103677 0.0209293 0.0352989 -0.0109075 -0.0720353 0.0105836 -0.0262634 0.0546359 0.0252925 0.00427121 -0.0101109 -0.047895 -0.0237877 0.0184555 -0.0865497 0.0705714 0.0158466 -0.0558667 -0.0198674 -0.00926455 -0.0226339
internal_weight=640.524 249.694 184.084 390.83 51.9926 132.091 81.8921 64.6678 307.07 77.9637 72.9477 64.3449 29.9711 16.3694 56.3244 33.4863 229.107 80.6321 62.5507 83.7598 50.1991 38.4211 22.1694 8.60275 148.475 22.9775 9.245 77.5405 69.2883 60.1683
internal_count=4034 2442 1470 1592 643 827 439 383 1092 351 306 252 157 120 314 228 741 299 254 500 388 248 113 54 442 115 58 485 399 367
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=31
num_cat=0
split_feature=16 13 23 3 5 18 16 9 10 20 18 12 22 6 0 5 3 3 16 16 20 4 22 3 21 20 20 6 20 3
split_gain=89.2955 29.1121 20.6534 16.8685 16.4396 13.9173 16.8105 14.3474 13.1984 12.2517 12.356 9.99315 11.6138 10.787 9.26874 9.98907 9.01773 9.01071 8.83158 12.5704 11.944 8.63639 8.36659 8.5804 8.00195 7.60152 7.24853 7.11134 6.92553 6.91422
threshold=18.554956610400005 95.862351557400004 0.087555000000000022 93.499196860750018 14.050239455300002 13.843998451900001 22.624947093000003 196.26893085885004 62.111448187750007 41.942745071500006 13.036600629150001 156.64017958600002 -0.086719999999999992 16.405383309150004 97.878695155250014 15.904541771600002 92.781378539900018 103.48681881535002 15.524963695900002 13.564968279200002 38.334060527150008 227.97173202615002 -0.59168499999999991 82.990014028800019 0.66785492670000013 36.79544512155001 42.198888176300009 16.455384477450004 39.110279783550006 94.972471916200007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 18 5 28 11 7 21 16 17 -11 27 13 -13 15 -6 -9 24 19 -3 -21 25 -17 -24 -5 -7 -14 -2 -4 -26
right_child=3 2 4 9 14 6 -8 8 -10 10 -12 12 26 -15 -16 22 -18 -19 -20 20 -22 -23 23 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.10846886911539028 0.10384418331816801 -0.10280732220886786 -0.044681496486015569 0.10044232060620745 0.12919558773421144 0.051604147782788413 0.099108923694316967 -0.18962549272019422 0.031059795258580537 -0.0042200453760517188 -0.11446838400386988 -0.18152028503285378 0.080228184803306513 0.017127618869476956 -0.077199120672009208 0.11425157840119314 0.025583545855653152 -0.10290910295797509 -0.091620103928815561 -0.12570557123623355 0.044661609146629783 -0.23022124588778206 0.027100902762519613 -0.087566356807514734 0.035512565003383456 -0.10682736462155017 -0.012033507293362411 0.029705874470945415 0.086309901361559582 -0.051588156562241964
leaf_weight=60.383754745125771 63.322549767792225 14.669786527752875 4.7899855375289944 14.094244942069052 5.5477855503559104 4.861560836434367 22.104807406663895 4.8305705040693265 80.945584282279015 28.563607819378376 15.782504584640263 4.2613015249371511 33.818811513483524 7.6248387694358826 21.47114922106266 4.2162187248468426 3.2617553323507309 5.2125727348029605 47.330327194184065 5.077927619218829 21.702158659696579 3.2178162187337866 11.6007566601038 14.916824050247667 39.392488919198513 8.0315390974283201 11.381173975765703 16.260238930583 25.646269217133522 11.857040897011755
leaf_count=972 167 174 37 35 12 16 60 43 328 167 162 27 93 28 180 14 14 63 587 66 96 27 45 170 127 64 49 55 89 67
internal_value=-0.000420252 -0.0485135 -0.028056 0.0297126 0.00622059 0.043636 0.019838 0.00317341 0.0188864 -0.00226849 -0.0434567 0.0657944 0.0338672 -0.0540897 -0.0251229 0.0056954 -0.102882 0.0236192 -0.0621044 -0.0284013 0.0123573 -0.0836651 -0.0165977 -0.0374024 0.0337125 -0.0470881 0.0569971 0.0886964 0.0656948 0.015361
internal_weight=616.178 237.353 176.969 378.825 88.189 263.923 127.254 105.149 89.0379 114.902 44.3461 136.669 57.0861 11.8861 57.7527 36.2816 8.09233 70.5563 88.7802 41.4499 26.7801 16.1109 30.7338 26.5176 65.3438 12.8931 45.2 79.5828 30.4363 51.2495
internal_count=4034 2442 1470 1592 547 971 552 492 385 621 329 419 197 55 421 241 57 292 923 336 162 107 229 215 229 80 142 222 126 194
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=31
num_cat=0
split_feature=8 10 20 22 4 15 22 16 8 22 23 16 20 21 15 13 16 16 10 20 22 16 20 22 8 21 23 17 9 2
split_gain=78.6088 33.9885 22.8247 27.1752 23.45 17.9208 16.5017 21.062 14.8623 16.2426 12.8754 11.7412 11.685 11.344 10.5214 10.1557 9.15089 8.05113 14.8713 12.9628 10.518 11.802 9.56582 8.62757 7.40848 7.38533 7.25098 9.04048 6.93054 7.35045
threshold=5.9453602998000008 70.206395618550019 47.709122305950011 -0.16276499999999997 377.6847677435 46.074827201850006 -0.054619999999999995 12.604970524100002 8.8430989333000021 -0.084794999999999995 0.083495000000000028 21.094950670800003 40.583589072600013 7.3575695755500012 28.504445985850001 95.986020631400024 23.044946110900003 19.199955102150003 66.964115113200009 37.73036952315001 -0.078649999999999984 22.584947186600004 42.719328117250008 -0.08262499999999999 9.3427090425500019 15.285239689500001 0.098545000000000021 188.41589330430003 204.02774515060003 120.31044416595002
decision_type=2 2 2 2 2 2 2 2 2 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 11 4 -4 8 10 -8 17 24 -3 -1 26 -9 15 -14 25 -2 20 -20 21 -19 -22 -23 -10 -7 27 -12 -17 -30
right_child=1 6 3 -5 -6 16 7 13 9 -11 12 -13 14 -15 -16 28 -18 18 19 -21 22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.11682506837327356 0.10243530286562962 -0.1100999271597119 0.11665265649745676 -0.10730531493229277 -0.13810139695578869 -0.10141566744143203 -0.11597439075135048 0.06312749140857328 -0.05239710171957776 -0.10960539305277268 0.070703694547992094 0.15516915292859434 -0.11308555565097185 -0.079816736761641471 -0.1009731485607543 0.092501414637230342 0.09837886217246225 0.062340388677694696 0.040185296796973934 -0.12015863906171645 0.078901272095659655 0.0088830494353484297 -0.038299330428295301 -0.11644563635915828 0.08226338767762767 0.041243091858621204 -0.13001668054957027 -0.07270096473437053 -0.10941421029075107 0.044528918071989859
leaf_weight=69.297435518354177 26.711874686181545 23.279387127608061 16.562655121088032 17.505079925060272 4.6214963383972636 16.761840142309673 9.5219182930886728 45.748329594731331 6.1271677166223588 12.713965751230715 5.9669935703277615 1.6242592334747303 4.3499419018626204 6.3185514993965617 7.3012788966298094 17.454919472336769 3.7731017991900435 48.414475008845329 10.396432787179949 9.7894228994846326 113.93214113265276 41.711229715496302 7.4174504317343226 6.3257177248597136 12.261128898710011 4.6316145062446585 12.418087266385553 16.698068462312222 4.3664602115750304 10.70778453350067
leaf_count=1089 74 290 54 263 49 152 150 192 32 88 31 5 76 57 88 55 10 162 36 72 344 172 36 38 44 20 124 144 42 45
internal_value=-0.000407757 0.0168743 -0.0768919 -0.0151087 0.061076 0.0358028 -0.0201413 0.0207725 0.042695 -0.0226968 -0.0447148 -0.110596 -0.0255114 0.0457806 0.00870317 0.0304167 -0.0452067 0.0503786 0.0445357 -0.0375758 0.0521458 0.0274967 0.0717374 -0.00762079 0.0373931 -0.0705305 -0.0685981 -0.0349471 0.0496065 -6.28048e-05
internal_weight=594.71 485.099 109.611 38.6892 21.1842 320.968 164.132 61.5888 295.801 31.1023 102.543 70.9217 79.2635 52.0669 44.1804 36.8791 25.1666 264.699 237.987 20.1859 217.801 96.4514 121.35 48.0369 18.3883 21.3935 35.0831 22.6651 32.5292 15.0742
internal_count=4034 2574 1460 366 103 1280 1294 399 1098 164 895 1094 605 249 306 218 182 934 860 108 752 372 380 210 76 172 299 175 142 87
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=31
num_cat=0
split_feature=8 6 20 10 4 22 16 3 20 22 21 16 23 3 3 20 23 23 19 21 9 5 3 20 17 23 22 22 23 23
split_gain=68.6276 28.5905 20.9199 24.226 20.2263 15.309 17.2805 14.1788 12.4364 15.6002 11.3521 10.2669 9.45666 10.844 11.8458 9.45028 9.48921 9.05848 8.72298 6.943 6.91084 7.84228 15.3826 6.14774 6.1122 9.12775 10.2732 6.1406 13.8323 7.4137
threshold=5.9453602998000008 14.845346859150002 47.709122305950011 72.378669787950017 377.6847677435 -0.054619999999999995 12.604970524100002 93.499196860750018 41.942745071500006 -0.116995 15.803805445550003 21.094950670800003 0.083495000000000028 83.538459487450012 77.263598210950008 40.750688432250008 0.09914000000000002 0.080515000000000017 13.451085274650001 6.151769958900001 186.16747084260001 29.996566321350006 94.972471916200007 39.110279783550006 204.49254535040004 0.099465000000000012 -0.089094999999999994 -0.0034049999999999996 0.096315000000000026 0.11768500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 11 4 -4 12 -7 17 20 -10 -11 -1 -2 14 18 16 -16 -3 -14 -8 -9 22 23 -22 27 26 -26 29 -29 -19
right_child=1 7 3 -5 -6 6 19 8 9 10 -12 -13 13 -15 15 -17 -18 24 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.11522777630081638 -0.096422818691316359 0.084306333479293158 0.097711210830537742 -0.11770323100446461 -0.13488584216008462 -0.11430257859511989 0.052809006285466892 0.078045069556562513 0.088848533647686731 -0.12016505291196766 0.071163603363883152 0.1379568365158324 -0.1211630455439948 -0.094380909749357603 0.022988233959581449 0.063938596982348175 -0.11438036546657437 0.061811193566780109 0.08060785114439277 -0.032461418940021088 0.096350893077556773 0.11480555245080321 -0.13597411507364648 -0.0047424024849584984 0.018127774081686254 0.077026143468962194 -0.14720332015918247 -0.12722932870120315 0.051717288534288842 -0.040433224496940492
leaf_weight=63.527485728263855 24.088638879358768 54.070561461150646 17.986709695309404 14.05013846978545 4.7195824384689322 8.5917538553476316 51.159100651741028 18.685907378792763 6.217043042182925 19.413662206381563 3.6906470432877532 1.6430690884590138 11.630251225084065 17.289522264152765 13.730384401977064 23.824676249176264 7.9347637183964244 99.959708102047443 2.6265153773128977 11.740116178989409 8.0433157756924647 5.7637617141008368 7.7929362952709189 23.860293701291084 8.3807885125279427 7.8062832355499259 6.8141699880361566 6.3817212879657772 13.368325270712374 7.633351355791091
leaf_count=1089 296 176 67 246 53 148 216 51 31 203 13 5 180 186 66 92 65 321 12 80 21 13 63 92 41 25 56 46 44 37
internal_value=-0.000429574 0.0156864 -0.0748213 -0.0144967 0.0493651 -0.0166964 0.0187227 0.0344514 0.002187 -0.0517653 -0.0896025 -0.108845 -0.0417362 -0.0246361 -0.00445325 0.0204743 -0.0273224 0.0492041 -0.0839909 0.0368933 0.0268487 0.00580506 -0.0100213 0.0207445 0.0365798 -0.0108627 -0.0560149 0.045149 -0.00610472 0.0545573
internal_weight=572.425 470.498 101.927 36.7564 22.7063 172.616 71.491 297.882 93.4676 29.3214 23.1043 65.1706 101.125 77.0361 59.7466 45.4898 21.6651 204.415 14.2568 62.8992 64.1462 45.4603 39.6965 31.9036 150.344 23.0012 15.195 127.343 19.75 107.593
internal_count=4034 2574 1460 366 120 1341 444 1233 487 247 216 1094 897 601 415 223 131 746 192 296 240 189 176 113 570 122 97 448 90 358
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=31
num_cat=0
split_feature=8 3 20 22 14 6 3 3 23 17 0 20 16 23 2 18 16 21 6 18 9 22 20 18 9 2 7 9 17 12
split_gain=59.9707 24.8985 19.2021 21.8324 12.8762 11.9012 12.7093 11.966 11.8637 11.5031 10.8281 10.5256 9.04286 8.22365 7.2433 10.3052 12.0888 8.7835 8.65379 6.43291 6.39873 6.07046 11.4944 6.70777 6.9159 7.81093 8.91049 5.87955 5.70061 8.16507
threshold=5.9453602998000008 76.825379535700009 47.709122305950011 -0.16276499999999997 374.58832619585007 14.845346859150002 83.538459487450012 93.499196860750018 0.081765000000000018 241.79519611995002 107.57327517365 38.400997490450003 21.094950670800003 0.080770000000000022 263.04952530525003 17.323446153950005 12.604970524100002 5.9696025344000008 13.65531905435 13.3584252364 216.0493559571 -0.11347 42.719328117250008 12.971888692100002 186.68586460755003 112.15964652650003 22.977992916200005 211.04147598835002 193.96328872865004 115.02544258150002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 12 4 -4 6 14 13 -8 -2 -11 -9 -1 -7 15 16 -3 27 -19 21 -10 -13 23 -23 -25 -26 -27 -18 -15 -30
right_child=1 5 3 -5 -6 7 8 11 20 10 -12 19 -14 28 -16 -17 17 18 -20 -21 -22 22 -24 24 25 26 -28 -29 29 -31
leaf_value=-0.11380794072040962 -0.11099393201475194 -0.12013698709732423 0.10102114170060912 -0.10354431029431849 -0.089086817362446197 0.079791957991482559 0.032107012440662823 0.074991610232176639 -0.10254210656970131 0.16817577968629796 -0.10960097345036433 0.057508616727242536 0.12351648693999502 0.056501687574379005 -0.11746177313331936 0.10608771135840381 0.063124398172049109 -0.10071699875626311 0.021221053661918291 -0.084353939294720473 0.034563153421508223 -0.050669326186399591 -0.11054510780594695 0.11093564081840696 0.094180188919410712 -0.14149607404308384 0.034758258803678936 -0.014838731663216668 -0.078858037726954294 0.026792164673778436
leaf_weight=58.162413157522678 21.720365870743993 6.6774150170385829 14.973181009292604 15.29452310875058 4.6752102375030509 52.576795682311058 12.493566289544104 16.228617303073406 25.468637544661764 3.2540615908801547 2.4674091041088104 13.627487715333698 1.6511164903640736 62.246674045920372 3.8919683918356887 12.560564734041689 38.501335628330708 10.009942017495634 13.904590778052805 11.035569112747906 3.9291044287383547 13.283822059631346 10.537226155400274 8.4588290452957171 5.9145063906908062 5.3597485944628698 6.1703699380159378 12.918819762766359 8.1082531139254552 74.778768837451935
leaf_count=1089 358 103 53 263 50 181 55 52 295 13 52 55 5 218 37 34 140 100 63 109 23 68 103 21 15 39 25 68 47 300
internal_value=-0.000459583 0.0145789 -0.0728495 -0.0139528 0.0557862 0.0204902 -0.00339096 0.0321154 -0.0495252 -0.0777647 0.0483833 0.00202388 -0.107257 0.0459072 0.0162366 0.0217387 0.00882027 0.0202506 -0.0298187 -0.013895 -0.0842175 -0.00162142 -0.0178266 0.00710487 0.0367327 0.000751937 -0.0471732 0.0435369 0.0336319 0.0164572
internal_weight=550.881 456.124 94.7564 34.9429 19.6484 428.683 140.356 288.327 41.8913 27.4418 5.72147 90.6162 59.8135 197.71 98.4646 94.5727 82.0121 75.3347 23.9145 74.3876 29.3977 63.352 49.7245 39.1873 25.9035 17.4446 11.5301 51.4202 145.134 82.887
internal_count=4034 2574 1460 366 103 2151 918 1233 373 423 65 487 1094 746 545 508 474 371 163 435 318 326 271 168 100 79 64 208 565 347
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=31
num_cat=0
split_feature=8 3 20 10 4 10 3 15 8 22 17 0 18 16 2 4 16 10 20 17 20 12 22 9 20 4 21 13 20 5
split_gain=52.3325 21.4911 17.7359 19.8902 15.6144 10.2786 15.9702 13.4507 11.6023 11.6395 10.1462 9.12393 8.97569 8.01385 7.13009 9.60471 9.84496 9.61522 9.74663 9.06314 9.16865 9.08361 9.63645 11.2726 10.5505 8.84367 7.87678 10.7568 7.16039 6.84895
threshold=5.9453602998000008 76.825379535700009 47.709122305950011 72.378669787950017 377.6847677435 70.206395618550019 83.538459487450012 46.074827201850006 8.8430989333000021 -0.084794999999999995 241.79519611995002 107.57327517365 14.005298574600001 21.094950670800003 309.00014058725003 309.28270023145006 19.199955102150003 66.964115113200009 36.893814626400008 188.10488866565001 39.664548207900005 155.06885325350001 -0.10051499999999999 201.32298960505003 42.233786329550007 310.84398244705005 10.274034306750002 117.61735474900001 41.685324604100011 24.367802910700004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 13 4 -4 7 -7 8 14 -10 -2 -12 -8 -1 15 16 -3 19 -19 20 -18 -21 23 -23 -24 -17 27 -22 -27 -9
right_child=1 5 3 -5 -6 6 12 29 9 -11 11 -13 -14 -15 -16 25 17 18 -20 21 26 22 24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.11254067442841786 -0.10823029122359028 0.10588584043347571 0.087045250983925487 -0.11594536955935703 -0.12909801081076008 0.013841162014328966 0.079158879497684742 -0.16300351357576484 0.028651004702612278 -0.098901821777823584 0.15415883322662108 -0.10860622121380113 -0.09485640216750979 0.11117276009204061 0.10487360153253372 -0.14825254885423719 0.06140073859621778 0.054296480491894797 -0.094158771678697337 0.082666654829857536 -0.034582691649922961 -0.15153986387382326 0.070466107231477046 0.067460767779449191 -0.032675272092555656 0.066851455687446631 0.0088997539808853693 -0.26569762411746589 -0.084727247728065905 -0.019213519613922068
leaf_weight=53.189797785133123 20.129737243056301 22.821579329669476 17.119052372872833 12.052035063505171 4.1531171835958949 95.857310310006142 3.3875749781727817 4.0087277628481415 17.386261336505417 12.156106185168026 3.1979239657521239 2.2520058043301105 23.711427770555019 1.6509422063827504 17.061698384582996 4.8078650981187847 14.542635366320608 7.5479178205132511 10.680131010711191 64.871934287250042 5.9413709379732627 5.7521985955536348 41.742296203970909 3.9742410182952881 13.008278280496596 8.3098356872796995 12.963493600487707 3.0464396476745605 4.9865744188427916 19.075389344245195
leaf_count=1089 358 61 67 246 53 551 13 40 76 88 13 52 307 5 53 50 48 24 76 218 31 36 128 13 65 30 49 24 28 142
internal_value=-0.000480362 0.0135161 -0.0708431 -0.0133058 0.0448461 0.0189657 -0.00532098 0.0290992 0.0353278 -0.0238345 -0.07546 0.0455797 -0.0731032 -0.105806 0.0425483 0.0378221 0.043934 0.036253 -0.032686 0.0438302 -0.00018085 0.0562473 0.0296662 -0.0620558 0.0459606 -0.032023 -0.0409784 -0.11292 0.0100046 -0.0441837
internal_weight=531.386 443.221 88.1649 33.3242 21.2722 417.641 122.956 294.685 271.601 29.5424 25.5797 5.44993 27.099 54.8407 242.058 224.997 206.893 184.071 18.228 165.843 36.4939 129.349 64.477 9.72644 54.7506 18.1043 21.9513 8.98781 13.2964 23.0841
internal_count=4034 2574 1460 366 120 2151 871 1280 1098 164 423 65 320 1094 934 881 773 712 100 612 152 460 242 49 193 108 104 55 58 182
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=31
num_cat=0
split_feature=8 3 20 22 14 20 17 12 22 20 22 9 16 18 18 7 21 13 6 15 19 16 9 22 7 4 17 20 3 20
split_gain=45.8079 18.563 16.3236 17.6298 9.32103 9.1442 8.95301 8.55519 10.32 12.954 10.7647 9.13289 8.77299 8.56792 12.4917 11.4494 8.56695 8.39508 9.53958 7.89117 7.61346 7.14041 6.94585 6.83829 6.50552 6.48621 5.89941 7.57542 5.93193 5.82533
threshold=5.9453602998000008 76.825379535700009 47.709122305950011 -0.16276499999999997 374.58832619585007 43.832725745850006 241.79519611995002 149.09269374785001 -0.06483499999999999 41.770271989050009 -0.083064999999999986 197.90890142995002 22.624947093000003 13.86460725495 13.192618516750001 23.397000037200005 8.9626214023500008 117.48293184245001 15.710367070250003 20.123524217100002 13.751109481500002 21.094950670800003 177.77223095870002 -0.016334999999999999 26.157592435900003 253.42216146380005 188.64489188380003 39.749124837650008 93.870204082750021 40.844669808050007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 21 4 -4 7 -2 13 10 20 11 -9 25 14 22 -15 29 18 -11 -8 23 -1 -3 -10 -25 -12 27 -24 -29 -17
right_child=1 5 3 -5 -6 -7 19 8 9 17 12 -13 -14 15 -16 16 -18 -19 -20 -21 -22 -23 26 24 -26 -27 -28 28 -30 -31
leaf_value=-0.11140532709413904 -0.10552883735838872 0.13454233644437902 0.089855885321040024 -0.10002687650964769 -0.0800652554921336 -0.052504386215352805 -0.10822921486436828 -0.052421502931222885 0.075141877200446794 -0.080972786753868028 -0.010839132868178419 0.023596456141741412 0.0012439776760968754 -0.14756100873306371 0.089393346934663998 0.014929420848043697 -0.057781552653970253 -0.1471814156170482 0.077018318582597278 0.14344482077821849 0.068194613592459846 0.10046354437397563 0.037953564305829329 -0.12446287435782795 0.04622148939163305 -0.15194578533260863 0.068904420597275293 -0.0087898980675604702 -0.12534096457825383 0.077209321951014417
leaf_weight=48.593514811247587 18.656739760190252 4.7270313948392859 14.112865474075084 13.385619614273308 4.1857378371059886 17.811839669942856 2.0744009688496581 21.33772486448288 5.7594287246465692 7.5676481835544127 4.4499324634671273 60.944057371467352 10.92500154674053 4.2304178476333609 52.970724284648895 47.829668935388327 11.760627735406159 5.3053370229899874 7.720954455435276 3.1191510073840618 56.397790789604187 1.6445353180170048 14.95850560441613 6.1539717763662303 3.5047693997621536 12.157620184123514 11.422957397997378 10.233367282897236 7.6172554194927207 21.892724115401506
leaf_count=1089 358 14 53 263 50 204 51 138 22 60 26 318 52 36 177 250 90 53 24 14 189 5 56 66 15 133 39 43 68 78
internal_value=-0.000467447 0.0125467 -0.0690202 -0.0128117 0.0509871 0.0175633 -0.0732028 0.0207645 0.00649504 0.031121 -0.014228 0.0038831 -0.0683533 0.0361427 0.0557377 0.0128405 0.0211681 -0.0387962 -0.00118511 0.0429215 0.0511704 -0.10447 0.0193243 -0.0111019 -0.0625284 -0.114137 0.00701112 -0.0145379 -0.0585248 0.0344852
internal_weight=513.452 431.53 81.9223 31.6842 18.2986 407.679 23.8503 389.868 202.224 92.4099 109.814 82.2818 27.5326 187.643 101.93 85.7134 81.483 20.5939 15.2886 5.19355 71.816 50.2381 48.9591 15.4182 9.65874 16.6076 44.2321 32.8091 17.8506 69.7224
internal_count=4034 2574 1460 366 103 2151 423 1947 1096 429 667 456 211 851 397 454 418 137 84 65 292 1094 220 103 81 159 206 167 111 328
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=31
num_cat=0
split_feature=13 8 20 4 9 0 5 10 16 2 7 15 22 22 6 10 22 21 16 6 23 23 21 9 15 20 16 19 21 10
split_gain=40.2584 17.5408 18.2371 12.7974 8.1507 13.0459 14.635 11.4232 15.8386 11.8242 12.9766 9.19624 10.2742 9.02222 12.8077 8.94742 8.88054 14.5866 8.40423 7.77645 7.67254 7.21793 6.97036 6.84286 6.837 6.54579 6.3391 6.29666 7.14442 5.85684
threshold=98.050756475600011 5.9453602998000008 47.709122305950011 375.65892766775005 186.68586460755003 85.732241321850012 29.996566321350006 64.407391431150018 21.094950670800003 121.84632764400003 23.109894804950002 34.139075990150012 -0.08786999999999999 -0.059424999999999999 15.785368822600002 62.837331883000012 -0.06828999999999999 7.7834773016000005 22.534947303500005 13.200308423050002 0.083495000000000028 0.12535000000000004 1.0000000180025095e-35 183.49441567960005 30.243446395250004 41.806790701050012 21.094950670800003 12.551012654050002 3.4316303497500003 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=19 2 26 29 11 6 22 9 13 -7 -11 -3 23 14 20 16 17 18 -12 27 -9 -22 -6 -13 -15 -18 -2 -1 -29 -4
right_child=1 4 3 -5 5 7 -8 8 -10 10 15 12 -14 24 -16 -17 25 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.10965103188408083 -0.11197747613935559 0.11427992875062608 0.11045978648286031 -0.12286290394528816 0.049037913188277292 0.080929984278714381 0.094772041423085457 -0.098796820675336516 -0.20738503210039158 -0.06508124795846626 0.03781897419765233 -0.17505220966281002 0.062722915555291969 0.05016187148165703 0.0650537922168265 0.10093468501084163 0.0803711975470386 0.05342496620377242 -0.11883993335449279 0.026234391086818451 -0.0097153043399460359 -0.15184235832595405 -0.10468416574106619 0.0076752187977369079 -0.015723988586102893 -0.02263131941687619 0.091060097470307966 0.094776168366059413 -0.12453590370797177 -0.021248839754262394
leaf_weight=41.589889902621508 26.226119957864288 17.110585935413837 10.531466268002989 4.5280184447765341 3.4152249917388025 44.700460579246283 5.6238736212253562 13.970908768475054 3.5959150344133368 15.497768066823481 4.5924474745988872 3.6197055131196993 17.937529750168324 53.232133273035288 16.581671066582203 16.333135038614273 25.03319775313139 15.423957642167805 13.464199524372814 5.8658693246543399 65.076957449316978 3.7808124609291545 21.641600094735622 4.7241587862372398 22.368199720978737 8.1876876391470415 1.633487433195113 3.4214371331036082 2.6250384338200092 4.969363670796155
leaf_count=1046 594 55 25 72 12 153 18 163 25 86 15 28 66 223 63 53 79 52 99 53 446 41 232 21 143 39 5 28 59 40
internal_value=-0.000464486 0.00941445 -0.0477486 0.0250331 0.0163287 0.0112948 -0.0510116 0.0172344 0.000363125 0.0382723 0.01892 0.0572251 0.0200794 0.00463169 -0.0151685 0.0345982 0.0183545 -0.0179919 -0.078996 -0.0824102 -0.0312285 -0.0175192 -0.083732 -0.0715949 0.0306679 0.054985 -0.100073 -0.0957885 -0.000436756 0.0682357
internal_weight=497.303 443.801 47.8885 20.0288 395.912 352.52 30.6807 321.839 178.607 143.233 98.5324 43.392 26.2814 175.011 99.4103 83.0346 66.7015 33.4806 18.0566 53.5022 82.8287 68.8578 25.0568 8.34386 75.6003 33.2209 27.8596 47.6364 6.04648 15.5008
internal_count=4034 2848 736 137 2112 1942 262 1680 1104 576 423 170 115 1079 713 337 284 166 114 1186 650 487 244 49 366 118 599 1133 87 65
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=31
num_cat=0
split_feature=13 8 20 4 6 10 3 15 8 22 8 6 18 6 22 9 23 23 2 16 19 20 20 17 4 5 22 10 20 23
split_gain=35.3401 15.1342 16.3572 11.1131 7.1735 7.14901 12.5828 9.53642 9.48025 8.93476 8.32499 7.71979 10.9508 7.5785 6.7047 12.3251 6.47593 7.84181 6.26154 7.3648 11.0084 8.16626 6.98478 6.54371 6.03052 10.3649 8.62528 11.193 7.09414 6.80249
threshold=98.050756475600011 5.9453602998000008 47.709122305950011 375.65892766775005 13.200308423050002 70.206395618550019 83.538459487450012 46.074827201850006 8.8430989333000021 -0.010319999999999999 9.3427090425500019 14.745344522600002 14.493864790000002 16.645388916850006 -0.14654999999999999 208.07152902175002 0.075810000000000016 0.09450500000000002 309.00014058725003 19.199955102150003 13.751109481500002 43.077238082650005 43.218894539100006 183.49170501290004 209.97250573595002 19.925387549600003 -0.076484999999999984 61.998532946250002 42.066503896600004 0.081280000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 7 14 8 18 10 13 -8 -13 -10 15 -7 -16 -18 19 -3 -21 23 -23 -22 25 29 27 -26 -28 -25
right_child=1 5 3 -5 -6 6 11 -9 9 -11 -12 12 -14 -15 16 -17 17 -19 -20 20 21 22 -24 24 26 -27 28 -29 -30 -31
leaf_value=-0.094175228091444269 -0.098663184869057174 0.086954210301173396 0.064012304733039579 -0.12070684820558686 0.023643211014798941 0.018220588343289455 -0.11080960141318613 -0.039695325814555919 0.0012025837247730828 -0.13533830996812396 0.053974920191583321 0.098167557131676964 -0.12559099724733 -0.1900601771932928 -0.067981979101379653 -0.1566178236798029 0.054617887594922344 -0.024107479142152746 0.099968835654777169 -0.12343711489829177 -0.054343553316128161 -0.14990783998765594 -4.0601480868413989e-05 0.069462705935976768 -0.11985627477838419 0.082300880540125798 0.067554276951597728 0.014840020520424671 -0.040196341764971569 -0.066001214274528527
leaf_weight=43.84371392428875 25.562352284789085 21.813929673284292 14.918930303305389 4.1665472686290732 5.8582905977964392 11.361002311110498 15.831270262598993 21.622628938406706 5.4367187470197731 5.8477256931364527 13.190802343189715 5.2620137110352498 3.743014995008707 3.3471053503453732 6.8081383109092704 6.2500568926334372 49.338693477213383 17.016711495816708 14.501264616847036 4.8317736759781829 7.5925184339284888 4.1296571530401733 12.593178141862152 6.2755350098013869 7.7713497392833224 55.65472574532032 40.17934937030077 29.926315099000931 7.2061410248279563 9.0569680072367174
leaf_count=1133 599 74 65 72 53 53 253 182 24 52 61 16 51 27 56 63 213 127 53 33 39 34 62 23 55 197 134 137 37 56
internal_value=-0.000440908 0.00876186 -0.0463628 0.0236863 -0.0802882 0.0151283 -0.00569097 0.0240107 0.0295349 -0.0254853 0.00374792 -0.0687617 0.00516046 -0.0716787 0.0115654 -0.0438285 0.0248992 0.0344289 0.036445 0.0319955 0.0255228 0.0295128 -0.0370499 0.036314 0.0407244 0.0622447 0.0227694 -0.0129275 0.0511681 -0.0105563
internal_weight=480.938 431.236 44.6478 19.0855 49.702 386.589 115.611 270.978 249.355 27.8224 21.9746 24.8363 9.00503 8.78382 90.7746 17.6111 73.1635 66.3554 221.533 207.031 185.218 180.386 16.7228 163.663 156.07 70.9872 85.0832 37.6977 47.3855 15.3325
internal_count=4034 2848 736 137 1186 2112 832 1280 1098 164 112 320 67 51 512 116 396 340 934 881 807 774 96 678 639 276 363 192 171 79
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=31
num_cat=0
split_feature=8 20 10 3 4 17 22 16 20 9 0 5 10 19 16 10 15 22 18 20 2 7 5 15 21 20 23 7 22 21
split_gain=30.9698 12.9907 14.4667 12.3829 9.69036 8.18127 6.87348 6.30557 6.17067 6.0858 9.0409 11.7791 7.78262 12.9305 9.73291 7.81453 6.85373 7.96622 5.94419 5.72805 4.76063 8.30416 7.18544 6.20287 6.26678 6.10341 5.02269 6.21001 4.92571 7.31131
threshold=5.9453602998000008 47.709122305950011 72.378669787950017 76.825379535700009 377.6847677435 241.79519611995002 -0.086139999999999994 21.094950670800003 44.421469061800003 186.68586460755003 85.732241321850012 29.996566321350006 64.407391431150018 14.451165964200003 22.494947397000004 62.837331883000012 34.139075990150012 -0.08786999999999999 12.949585557300002 37.999598532650005 108.63443756215001 23.109894804950002 21.850554661550003 46.683480308100009 9.1912342607000017 42.779078631750004 0.10932000000000001 22.835261448650005 -0.074349999999999986 6.021362969500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 5 -3 -2 -7 -1 9 16 11 19 14 -14 -12 20 -5 18 -18 -11 -16 26 25 28 -25 -23 27 -22 29 -24
right_child=3 2 -4 8 -6 6 -8 -9 -10 10 12 -13 13 -15 15 -17 17 -19 -20 -21 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.10887767219681217 -0.10148787611666976 0.073451921079893054 -0.11476853045166763 0.10367657945210924 -0.11997285063717784 -0.12693198966626551 0.13451044239644225 0.091763722314368204 -0.099632280129562087 0.025377246586674302 0.087084459306009679 0.090262256204173469 0.00710197618049015 -0.14649814409214895 0.059559975431252632 0.10096662449057453 -0.17568874205098919 0.058583476870614826 0.0032071173153975377 -0.10096152199060289 -0.034500057071122123 -0.002325024569937691 -0.064889141433396497 -0.14196517199773137 0.035738789078417273 -0.13888568359464154 0.034766394918370878 -0.18116805146176482 0.085931691477588223 0.070042306172217766
leaf_weight=37.554788205772638 15.413056904450061 15.158813115209346 8.9492029063403589 15.786156535148619 3.1238465439528218 1.4827368110418317 3.1249589622020713 1.6345005929470051 4.7061682268977156 4.4941617548465791 27.616325423121452 5.3062637671828261 166.59770211577415 5.6670741438865653 16.817445501685143 10.819664657115935 2.9475891739130011 16.676167532801632 5.02151820063591 17.811386097222567 6.8343405164778215 12.131597064435484 6.9307526201009706 3.5324334539473039 4.528668649494648 4.481934778392314 3.87146933376789 4.9979931078851223 21.534043744206436 9.5480177104473096
leaf_count=1089 358 67 246 58 53 36 29 5 82 18 107 18 1044 38 56 41 19 65 28 210 38 59 34 33 17 34 14 38 71 29
internal_value=-0.000424038 -0.063644 -0.0105913 0.0101086 0.0404026 -0.0665362 0.0503794 -0.100509 0.014161 0.0155931 0.0111514 -0.0436502 0.0160979 0.00204892 0.0342066 0.020434 0.0522329 0.0192814 -0.0629623 -0.0755066 0.0112821 0.000924981 0.0172152 0.0375453 -0.0421324 -0.0391658 -0.0641032 -0.0964528 0.0544419 0.0132919
internal_weight=465.101 66.4212 27.2319 398.68 18.2827 20.0208 4.6077 39.1893 378.659 373.953 333.521 27.6118 305.909 172.265 133.645 106.028 40.4314 24.6453 7.96911 22.3055 95.2087 78.3913 62.6874 46.0739 8.0611 16.6135 15.7038 11.8323 38.0128 16.4788
internal_count=4034 1460 366 2574 120 423 65 1094 2151 2069 1899 246 1653 1082 571 464 170 112 47 228 423 367 277 184 50 93 90 76 134 63
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=31
num_cat=0
split_feature=13 8 20 9 6 19 20 21 10 3 15 8 22 23 6 18 2 20 22 21 2 16 2 16 19 20 9 17 5 0
split_gain=27.607 11.1325 13.1569 9.25657 6.55335 6.56525 6.2091 5.95895 5.61114 10.7526 7.0915 7.65214 7.1936 6.9633 6.76997 9.40005 5.82599 7.36195 8.99915 5.68295 6.09532 5.56108 5.48816 6.2636 8.9469 5.79765 5.84691 5.10629 5.00359 7.51751
threshold=98.050756475600011 5.9453602998000008 47.709122305950011 38.295222230400007 13.200308423050002 12.551012654050002 48.96897326980001 3.4316303497500003 70.206395618550019 83.538459487450012 46.074827201850006 8.8430989333000021 -0.010319999999999999 0.10249000000000003 14.745344522600002 14.493864790000002 253.13454704850002 40.80591513400001 -0.122095 5.7087410616000005 188.47750099235003 21.094950670800003 309.00014058725003 19.199955102150003 13.751109481500002 43.077238082650005 192.57902085675002 183.49170501290004 24.367802910700004 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=4 2 21 -4 5 -1 -5 -7 10 16 11 22 13 -13 -11 -16 17 18 -10 -19 -21 -2 23 -3 -25 27 -27 -26 -12 -30
right_child=1 8 3 6 -6 7 -8 -9 9 14 28 12 -14 -15 15 -17 -18 19 -20 20 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=-0.1078635156775834 -0.10921948359432257 0.080593801441708329 -0.14094242794297726 0.10516038207533424 0.024066733301238513 0.092566081133336753 -0.027758781567892129 -0.12233537336801491 -0.095428407284394279 -0.10752729977650982 -0.14641224694286134 0.035961917968075123 -0.12455801133376765 -0.096876830120646046 0.09020785346442689 -0.12308521780943826 -0.087957134177155963 0.084036235684398511 0.013170404908697732 -0.03865569994414967 0.077535941236174799 0.083348207782118489 0.09621349040707905 -0.11188530628649838 -0.04759806525852233 -0.11753608276958963 0.010460019285695083 0.036286584596609876 -0.044334320477139658 0.12547418496293511
leaf_weight=32.600515890866518 20.138325996696953 20.636082705110312 2.9376005344092873 9.0266489125788194 5.705581370741128 3.3808553554117671 5.7550909034907809 2.0866810157895088 9.8680039010941965 14.634975623339416 3.3644579574465778 15.725211337208753 5.6422499138861886 5.2680312655866137 5.1305147632956487 3.4594513289630413 5.6548287607729426 20.863592103123665 33.652046121656895 11.198285631835462 7.564856491982936 1.6203213185071934 12.734297424554823 4.8282943814992896 7.633385367691516 5.2370843403041389 11.204087190330027 147.06456643715501 14.218942189589145 3.192426770925521
leaf_count=1046 594 74 56 29 53 28 52 59 73 253 40 79 52 33 16 51 61 71 197 75 35 5 53 33 39 44 52 639 136 6
internal_value=-0.000405002 0.00768724 -0.042783 0.0211892 -0.075877 -0.0908565 0.0534099 0.0105491 0.0130902 -0.0055839 0.0212381 0.0261695 -0.0243145 0.00262744 -0.066164 0.00430798 0.0102601 0.0169398 -0.011454 0.0481233 0.00819003 -0.0948794 0.0325929 0.0284721 0.0223596 0.0261471 -0.0303112 0.0321474 -0.034772 -0.0131994
internal_weight=452.027 408.254 39.478 17.7193 43.7736 38.0681 14.7817 5.46754 368.776 112.027 256.749 235.973 26.6355 20.9932 23.2249 8.58997 88.8016 83.1468 43.5201 39.6267 18.7631 21.7586 209.338 196.604 175.967 171.139 16.4412 154.698 20.7758 17.4114
internal_count=4034 2848 736 137 1186 1133 81 87 2112 832 1280 1098 164 112 320 67 512 451 270 181 110 599 934 881 807 774 96 678 182 142
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=31
num_cat=0
split_feature=13 8 20 4 22 9 0 5 10 16 16 10 15 22 6 12 18 22 20 20 0 4 16 7 17 19 22 6 23 15
split_gain=24.5153 10.565 13.728 8.04104 8.29371 5.94228 7.28228 10.7532 7.70913 10.2923 9.65945 6.9455 6.37943 6.88035 6.33426 9.35864 8.41791 9.03554 7.45013 6.98763 6.85091 7.2208 8.74899 5.93355 5.92068 5.68029 5.64355 5.86984 7.5929 6.2489
threshold=95.862351557400004 5.9453602998000008 47.709122305950011 375.65892766775005 -0.16276499999999997 186.68586460755003 85.732241321850012 29.996566321350006 64.407391431150018 21.094950670800003 22.494947397000004 62.837331883000012 34.139075990150012 -0.073609999999999995 16.235379337050002 285.40265749175006 17.323446153950005 -0.059424999999999999 35.419594101850009 38.244973486750006 92.313586825200005 264.72530087330006 18.764956119400004 22.381996090050006 199.84861692095004 14.251149826300002 -0.59502499999999992 13.65531905435 0.092505000000000018 29.037712645600003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 12 7 -7 10 14 -8 -12 -3 23 15 16 17 18 -10 -20 25 24 -23 -14 -22 -19 -21 -28 29 -29
right_child=1 5 3 -5 -6 6 8 -9 9 -11 11 -13 13 -15 -16 -17 -18 20 19 26 21 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.094481337105935759 -0.095829853791287237 0.097847169495698563 0.094244871183624887 -0.11641963724307836 -0.074394760278519864 -0.072995146750434822 0.084194532987632756 0.087631496060699574 0.053890246731717155 -0.16345244764919445 0.0073848687960090462 0.097528810760972445 -0.10209142005981064 0.079472906321879269 0.060454987816077721 -0.11043030906098941 0.082603498437302303 -0.18531185119206628 -0.1156383909933358 0.048287151273094513 0.066683481459276508 -0.12905433024288035 0.069074538888382567 0.028211193732712497 -0.014377046380442834 0.019162530446562142 -0.10788654617629932 0.047841446864562459 -0.091160399262630309 -0.055576687132645797
leaf_weight=26.062058694660664 22.232852960005403 15.379493393003939 11.456848300993443 3.5107445605099192 3.9120821021497258 22.253727180883292 25.917554475367069 5.1281779035925856 9.2792002223432046 3.8876047432422629 91.819471195340157 9.4246495291590673 6.2521360293030721 9.8731299862265605 16.277410309761763 8.0023808106780034 11.542764730751513 2.7944700531661502 10.729467682540415 8.3527645319700152 36.837279800325632 5.5450175032019597 3.7266286350786686 7.9237159341573715 11.928310945630072 2.6441030986607075 10.224172599613672 15.420477449893953 10.99575065821409 9.4067911021411401
leaf_count=972 659 62 35 76 45 244 109 18 45 25 426 41 43 36 63 92 42 28 117 31 147 77 14 36 71 13 157 73 90 147
internal_value=-0.000418855 0.0055215 -0.0425802 0.020127 0.0513185 0.0108438 0.00648662 -0.0429124 0.0109251 -0.00253323 0.029721 0.0157762 0.0475477 0.0153809 0.00106819 -0.0050721 0.000570218 -0.00629706 -0.0299406 -0.0418842 0.0214187 0.0314755 -0.0494188 -0.0292576 0.0468557 -0.0859013 -0.0273375 -0.0410554 -0.0219813 0.0086574
internal_weight=438.741 412.679 41.1125 18.8797 15.3689 371.567 332.138 27.3819 304.756 177.595 127.162 101.244 39.4285 24.049 173.707 157.43 149.427 137.884 74.4086 65.1294 63.4758 58.0372 9.27165 14.1759 48.7656 5.43857 54.4 46.0472 35.823 24.8273
internal_count=4034 3062 815 156 80 2247 2070 262 1808 1232 576 467 177 115 1207 1144 1052 1010 660 615 350 309 91 79 218 41 498 467 310 220
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=31
num_cat=0
split_feature=13 8 20 4 22 3 6 0 20 12 23 22 7 17 19 16 7 3 5 20 20 16 23 0 17 23 22 2 18 17
split_gain=21.7412 9.09593 12.1255 7.0284 7.03827 5.67902 5.34719 5.92168 10.1158 10.8409 6.60869 5.99263 9.26419 5.35047 6.07595 9.76006 5.92654 6.44556 5.25521 5.06994 8.00504 5.07653 5.06613 4.4424 4.52193 4.33827 14.8615 7.45831 6.08976 5.71596
threshold=95.862351557400004 5.9453602998000008 47.709122305950011 375.65892766775005 -0.16276499999999997 112.77544165605001 14.845346859150002 86.329079026800017 41.942745071500006 124.92778561480002 0.080515000000000017 -0.11347 22.516377366000004 252.75344531235004 12.651020723000002 18.704956259700005 24.876210878000006 85.923121849150007 22.728547566650004 40.098777110850008 41.257403903850005 15.709963263300002 0.10469000000000002 102.70985441565001 168.81379805985003 0.093325000000000033 -0.018034999999999999 90.745765132650021 13.86460725495 204.64886559710001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 13 8 -8 11 -9 -10 -13 14 23 19 17 -17 -11 -16 -21 -22 -20 24 -3 26 29 28 -27 -12
right_child=1 6 3 -5 -6 -7 7 10 9 18 25 12 -14 -15 15 16 -18 -19 22 20 21 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.09294847648656121 -0.10523213273557769 -0.056103061653934805 0.088822476745187701 -0.11489130180235292 -0.06935071642148409 0.13791510938666252 0.02105037610881931 0.07097725241742657 0.10329850169041266 -0.20314129921513713 0.038345491595247652 -0.1403070186898899 0.062808192548336028 0.11879846642344394 -0.11613438098904619 -0.12249143595597251 0.041262675961507622 0.020239369781309274 -0.1236918164094625 0.043472426074704779 0.075108977451136399 -0.098482579054303354 0.020783574607561934 -0.077848400708922544 0.036099986991823277 0.021037770747468369 -0.15216817857972639 0.055430921895453227 -0.15562860125854672 -0.046517820247819329
leaf_weight=23.95129151456058 19.619326902553443 6.0734317749738684 10.96663910895586 3.216748720034956 3.7838377971202144 1.0100341849029053 68.154012683779001 33.5510029271245 4.8547922149300566 4.2563576847314826 33.806662142276764 4.3130377382040042 4.6844967417418957 3.3270596265792838 12.548877181485294 5.7974646408110839 21.723145548254251 6.9650246202945709 6.7107986491173488 8.0823667533695716 1.9074322134256387 14.423724271357058 3.8022821377962828 4.6290375888347617 42.822357621043921 4.9751414433121663 5.774365682154893 45.552137188613415 3.2100999876856804 10.371913220733402
leaf_count=972 650 96 35 76 45 9 307 163 17 35 135 50 17 12 143 81 96 32 130 44 5 242 30 69 194 21 52 175 24 77
internal_value=-0.000398382 0.00513073 -0.0410189 0.01904 0.0482474 -0.0933274 0.0100469 0.019042 9.86588e-05 -0.0497915 0.0324 0.0137571 -0.0345567 -0.00636008 -0.00969209 -0.0287766 0.00948752 -0.0445973 -0.109394 -0.0644768 -0.0379241 -0.0782076 -0.0714392 0.0157831 0.0246473 0.0199176 -0.00129763 0.0396387 -0.0482475 0.0184219
internal_weight=424.865 400.914 38.5966 17.9672 14.7505 20.6294 362.317 234.017 96.7758 28.6218 137.241 13.8523 8.99753 128.3 124.973 71.448 34.4856 12.7625 14.7694 36.9624 24.4135 16.3312 10.5131 53.5248 48.8958 103.69 49.9529 53.7374 8.18524 44.1786
internal_count=4034 3062 815 156 80 659 2247 1233 586 279 647 84 67 1014 1002 643 209 113 195 434 291 247 160 359 290 484 264 220 45 212
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=31
num_cat=0
split_feature=13 8 20 9 23 23 12 22 20 13 15 12 6 16 17 17 8 16 9 20 20 0 21 17 15 23 19 6 15 20
split_gain=19.3228 7.13969 9.15346 7.15505 6.36254 7.24398 5.38246 6.30643 8.59444 6.90628 6.38026 5.98483 6.61059 6.46147 6.36956 5.74783 5.76816 5.361 4.84496 5.59537 5.54999 5.3962 5.58348 7.3172 5.1387 4.68954 4.67234 7.59695 8.78849 4.5527
threshold=98.050756475600011 5.9453602998000008 47.709122305950011 38.295222230400007 0.089850000000000027 0.096010000000000026 149.09269374785001 -0.06483499999999999 41.770271989050009 117.48293184245001 40.974857724300008 121.36065266065002 14.185331438000002 18.404956961200003 191.37184185705004 200.36843462235004 8.1436447804000007 21.094950670800003 216.65333892300001 35.419594101850009 39.792680591700012 85.764502819450016 7.2787589807000002 188.10488866565001 42.246988155050012 0.090735000000000024 14.451165964200003 14.980350013450002 20.520114807950005 48.96897326980001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 17 -4 -1 -6 11 18 -9 10 -10 15 25 -14 -15 -3 -17 -2 19 -8 -20 -21 24 -24 26 -13 27 28 -23 -5
right_child=1 6 3 29 5 -7 7 8 9 -11 -12 12 13 14 -16 16 -18 -19 20 21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.098442712634954133 -0.1071592791395708 0.017465525046439109 -0.14068419892169023 0.094135198485868571 0.069763881933813582 -0.095911476390900363 0.067698926071140531 0.039009258679888678 -0.046831373756517684 -0.14229726342756707 0.093651487829403357 0.03802249070269597 0.16186534014393833 -0.00056036584917475249 0.07530432033813686 0.020690250583191162 -0.11335956125878772 0.082183349536120109 -0.077015189646048476 -0.12216681060552269 0.054766509756933562 0.081040250934402897 -0.10678416949138965 0.023120969226024572 -0.12307289716380748 -0.098791020393067697 -0.11211597692062523 0.03525878919977174 -0.14704773445405711 -0.026903398796035333
leaf_weight=24.956720691174269 15.465960381552579 86.893423646688461 2.4177533127367488 7.916640140116213 5.7660361491143686 4.8665818497538567 5.5799207240343085 58.559140359982848 10.645760186016561 4.7426864579319945 4.6428248286247245 5.2417692244052869 5.6806042566895476 16.870788181200624 32.17017780803144 5.7747793644666654 7.2275316044688225 1.6554304659366597 4.0502464212477234 6.6397602930665007 15.149074709042905 2.3118490874767357 5.1578438356518737 27.213659085333347 8.4388137906789762 4.7992300875484943 5.9972342103719702 13.178396180272101 6.2733869012445211 5.1156497839838266
leaf_count=951 594 517 56 29 94 141 18 283 76 58 15 24 16 90 151 33 74 5 43 109 92 6 40 144 71 54 46 59 93 52
internal_value=-0.000419284 0.00625 -0.038494 0.0173117 -0.0708445 -0.00606624 0.010496 -0.00152854 0.0196682 -0.0368733 -0.00416965 0.0235372 0.0472152 0.0609009 0.0492058 0.00818665 -0.0538234 -0.0888521 -0.0181888 -0.0289195 0.0269661 -0.0360876 -0.0277525 0.00242281 -0.0547368 -0.0273694 -0.0339639 -0.0124281 -0.0856278 0.0466231
internal_weight=411.4 375.81 32.5714 15.45 35.5893 10.6326 343.239 178.581 78.5904 20.0313 15.2886 164.658 64.7626 54.7216 49.041 99.8957 13.0023 17.1214 99.9902 80.7909 19.1993 75.2109 68.5712 32.3715 36.1997 10.041 27.7609 21.7636 8.58524 13.0323
internal_count=4034 2848 736 137 1186 235 2112 1153 432 149 91 959 335 257 241 624 107 599 721 586 135 568 459 184 275 78 204 158 99 81
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=31
num_cat=0
split_feature=13 8 20 8 0 10 16 20 22 22 22 17 15 10 16 16 22 21 23 13 22 22 4 5 4 15 12 17 15 9
split_gain=17.4821 8.17576 9.48093 8.17112 6.5844 6.54222 4.9363 4.05675 4.09372 4.00961 8.52372 6.26611 4.54992 4.79721 7.2729 4.66418 4.90914 4.66105 4.72926 8.8275 5.67205 13.7212 4.88703 4.76832 5.77062 4.59728 4.16554 4.02184 3.95837 3.92831
threshold=92.38617519475001 5.9453602998000008 47.709122305950011 7.1444245619500011 103.48144189910001 72.378669787950017 21.094950670800003 48.96897326980001 -0.167075 -0.50001499999999999 -0.58559499999999998 197.01076493205002 46.074827201850006 81.479100559500012 9.719977270450002 23.044946110900003 0.022350000000000005 3.2025200283000004 0.079470000000000027 108.17011287860002 -0.093879999999999991 -0.037054999999999998 169.62532823300003 22.053438739150003 254.30081718620002 32.393814985100008 199.78749241660003 199.84861692095004 22.662932349550001 181.33671263215004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 9 7 -2 -4 -9 10 11 28 13 17 -15 16 27 18 19 -11 -20 23 -23 25 -25 -22 -13 -14 -5 -19
right_child=1 3 5 4 -6 -7 -8 8 -10 12 -12 26 15 14 -16 -17 -18 29 20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.1038620429827317 -0.10696040082276942 0.15286088381242188 0.089229344267058974 0.10530367588301724 -0.10449514976050894 -0.12835674157864904 0.074858287110860122 0.034537486441169961 -0.13222901345963264 -0.067041457858911135 -0.12305174611184794 -0.17821583112927647 -0.14077030770910837 0.12609963249380537 -0.12498728783138043 0.083277726048936587 0.056054954791409761 -0.075669168348990901 0.063978073722103998 0.089868379442288329 -0.056072317965925191 -0.088902103471444199 0.052173097325653908 0.045089450598879158 -0.12355867434243842 -0.19333861301954317 -0.013276647703454545 -0.025442308340818245 -0.013123062853769928 0.009627255920622052
leaf_weight=15.7000824958086 17.036558477208022 3.8749563824385396 7.5856604557484406 6.2419077884405905 5.2319391407072535 2.7952779084444037 1.6366732269525517 4.7954681441187867 2.1239144671708337 4.1810600720346001 7.0605805497616521 2.3219165727496138 6.5160577241331357 1.4828412532806385 5.1958238277584314 2.7144809365272513 2.9754069931805125 5.5642220713198176 21.0253402646631 25.166635397821665 5.951314929872753 2.6668577417731276 30.986311469227076 5.9595831073820573 3.0761446058750153 4.1352733056992292 4.4960756413638592 5.6420294772833586 5.1519182156771421 182.2595502268523
leaf_count=797 714 28 33 19 127 79 5 38 35 36 74 22 111 3 111 10 13 37 89 120 43 21 153 26 24 62 34 44 25 1101
internal_value=-0.000422797 0.00378609 -0.0416102 0.00845361 0.00683637 0.0117253 -0.0910243 0.0387206 -0.0166517 0.00854567 -0.0297805 0.00638002 0.0116157 0.0145564 -0.0692393 -0.0374256 -0.0590761 0.0164797 0.0335586 0.067514 0.0200559 0.00255764 0.0409935 -0.0650853 -0.0123255 -0.112348 -0.0694479 -0.0872517 0.0517549 0.00710038
internal_weight=401.552 385.852 35.9736 349.878 346.003 17.3003 18.6732 14.505 6.91938 340.771 25.2724 18.2118 315.499 297.651 6.67867 17.848 15.1335 290.972 103.149 29.3477 73.8008 52.7755 33.6532 19.1223 9.03573 10.0866 6.81799 12.1581 11.3938 187.824
internal_count=4034 3237 904 2333 2305 185 719 106 73 2178 174 100 2004 1826 114 178 168 1712 574 156 418 329 174 155 50 105 56 155 44 1138
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=31
num_cat=0
split_feature=13 8 20 8 0 4 13 10 5 20 8 22 22 0 3 21 16 20 15 12 10 17 2 4 16 10 17 12 22 20
split_gain=15.7129 7.07117 8.56355 6.84631 5.72842 5.72494 4.71921 4.66596 4.17978 3.92291 3.94928 8.73934 6.18532 4.62201 9.20515 6.07005 8.38455 6.13727 4.89674 4.72346 4.63512 4.41224 4.37173 4.44203 5.75679 6.12521 4.74134 6.4138 7.87103 6.53533
threshold=92.38617519475001 5.9453602998000008 47.709122305950011 7.1444245619500011 103.48144189910001 375.65892766775005 120.87576600310001 70.389210771400016 8.608230250250001 44.421469061800003 8.8430989333000021 -0.08786999999999999 -0.30094499999999996 94.047642319350018 84.812788641250009 5.9696025344000008 15.584963555600002 41.827117825850003 46.074827201850006 285.40265749175006 75.951630643300021 186.26099832155003 309.00014058725003 309.28270023145006 19.199955102150003 66.590419433100024 188.10488866565001 155.06885325350001 -0.10051499999999999 40.583589072600013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -3 9 7 -2 -4 -9 10 13 12 -12 18 15 19 17 20 22 -15 -17 -16 23 24 -5 26 -26 -28 -29 -30
right_child=1 3 5 4 -6 -7 -8 8 -10 -11 11 -13 -14 14 21 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=-0.10349167155141403 -0.10288527032744287 0.14189357222984336 0.078096754095564574 0.091460895600877723 -0.10138741544803812 -0.11301357312588392 0.12222156431851301 0.073715497875188524 -0.12970538160608655 -0.09317490011284317 -0.071137232296849193 -0.091289089597214615 0.060217437042302174 0.027248518790161453 0.06963215027735524 0.058304052623315575 -0.095743849535236999 0.088837981753153911 -0.032548676707517335 -0.092604894915281788 -0.081296865660015927 -0.1290081135816423 0.091132515725709295 -0.030153518272807989 -0.005363322433898492 -0.039587022131623559 0.068087111140911982 -0.069392957461660312 0.087553833292945762 0.0065582652270447551
leaf_weight=14.254271691665052 16.12317257933319 3.7631840761750928 9.3515063673257846 12.84941443800926 4.8718451783061019 3.044355407357215 0.98839709907770057 1.6793279629200686 2.5346596352756023 3.8013321924954644 5.1597336940467384 12.065500063821672 11.744934771209957 64.219559133052826 1.3052845746278743 3.5775575339794212 12.426732156425713 6.4854807108640662 15.44645902700722 3.46566367894411 7.0956661906093359 7.8023199066519737 9.7813905254006368 14.703476138412951 31.154677875339985 14.68798817694187 43.365218989551067 8.9195849932730038 14.913571659475577 30.004061808809638
leaf_count=797 705 28 35 47 127 90 14 22 38 82 41 108 50 395 5 11 169 20 157 46 72 127 51 106 148 97 206 48 53 139
internal_value=-0.000428598 0.00346476 -0.0402335 0.00775324 0.00626789 0.0109153 -0.0898827 0.0387274 -0.0486396 0.00783361 0.00899302 -0.026277 0.0201247 0.0123741 -0.0044052 0.00459599 -0.0331885 0.0121156 0.0214891 0.0211117 -0.034504 -0.100539 0.0261165 0.0223888 0.0273444 0.021585 0.0285849 0.0394658 0.0164117 0.0334504
internal_weight=391.586 377.332 33.7214 343.611 339.847 16.6098 17.1116 13.5655 4.21399 334.976 331.174 28.9702 16.9047 302.204 106.378 97.2707 29.5854 17.1587 195.826 67.6852 10.6732 9.1076 180.379 170.598 155.895 143.045 128.357 97.2024 53.8372 44.9176
internal_count=4034 3237 904 2333 2305 185 719 95 60 2178 2096 199 91 1897 845 713 272 103 1052 441 83 132 895 844 738 691 594 446 240 192
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=31
num_cat=0
split_feature=13 17 17 3 23 23 6 6 6 16 8 8 22 7 22 22 7 20 6 5 2 22 22 7 7 4 2 2 0 8
split_gain=14.1402 6.45768 5.44412 7.50021 4.35862 8.1103 10.2277 4.11809 3.84651 4.69895 3.74178 10.913 7.25316 3.58765 4.84431 5.25433 3.6249 3.23329 5.73244 4.36007 3.3404 3.20652 9.16454 3.16708 4.34812 4.81953 4.16466 5.42593 3.69612 5.14793
threshold=92.38617519475001 159.58247398035004 241.79519611995002 76.825379535700009 1.0000000180025095e-35 0.080135000000000026 11.805275828400001 13.200308423050002 16.665389384150004 23.314945479550005 8.9430209551500024 9.5425530862500008 -0.08786999999999999 24.909276771700004 -0.037054999999999998 -0.046635000000000003 23.109894804950002 48.226196960950006 16.405383309150004 20.374719724350005 301.32168012610003 -0.59260499999999994 -0.54526999999999992 22.061824394000002 22.721067571950005 164.18548070700004 49.864842700850012 97.254132369200008 85.732241321850012 8.7431769115000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 7 6 -6 -5 13 -10 21 12 -12 14 15 16 17 18 -9 -20 -19 -7 -23 26 -25 -26 -24 -28 -27 -30
right_child=1 2 -4 4 5 10 -8 8 9 -11 11 -13 -14 -15 -16 -17 -18 20 19 -21 -22 22 23 24 25 28 27 -29 29 -31
leaf_value=-0.10315752375746401 -0.12516305594287144 -0.091119002874752511 0.10713153431655641 -0.12078518885443497 -0.067544471606145448 0.051971437919038882 0.076759393427160108 -0.21408406990354101 -0.12346834084647285 0.090572491125899449 -0.026316511172577817 0.045768088621045359 -0.19581081668037337 -0.10391402893121415 0.063743556038077048 -0.18426612161946879 0.043847802693778304 0.099759587231454241 0.11702960655246267 -0.071862448615171978 -0.062909324470295291 -0.12609116770258813 0.090218748047139807 0.04112340401964578 -0.073133429171922573 -0.081252421556576901 -0.31949607461948182 -0.05427159499113339 0.0043337766571947007 0.07491184908434749
leaf_weight=12.937448970042167 3.8774199290201059 8.2517087608575803 5.1035135574638835 3.897392449900507 5.8382626082748166 14.88565908372402 30.944888150319457 2.1686835810542124 5.4841918945312491 1.2616223990917204 5.1469060014933348 8.2093029469251615 4.9556879717856663 3.1543069481849662 10.686856005340816 1.7399950698018063 9.4160369243472797 2.8279432877898207 1.5993092805147169 5.1794604025781155 2.2802865207195282 5.2842577192932358 1.5087384991347779 35.876723358407617 7.9436195641756049 4.6708879917860022 0.91684054397046555 4.8605040218681097 159.21297196112573 11.0519847497344
leaf_count=797 145 222 31 104 138 73 191 54 206 4 32 57 49 24 50 11 55 9 5 115 36 56 7 196 83 79 10 97 1058 40
internal_value=-0.000401891 0.00320828 0.00457438 0.00311747 0.00533287 0.00985846 0.0538553 -0.0221058 -0.0137083 -0.0834378 0.00374052 -0.0398704 -0.10946 -0.00166358 0.00732088 -0.0165958 -0.00416617 -0.0363312 -0.0725707 -0.0272973 0.0271451 0.00698405 0.00408915 0.00713242 0.00929266 0.0030482 -0.0577262 -0.0963616 0.00650751 0.00891504
internal_weight=381.173 368.236 364.359 359.255 351.003 301.307 36.7832 49.6961 45.7987 6.74581 264.524 18.3119 10.1026 39.0529 35.8986 25.2117 23.4717 14.0557 8.94745 6.77877 5.10823 246.212 231.327 226.042 218.756 182.879 7.28608 5.77734 174.936 170.265
internal_count=4034 3237 3092 3061 2839 2166 329 673 569 210 1837 138 81 359 335 285 274 219 174 120 45 1699 1626 1570 1456 1260 114 107 1177 1098
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=31
num_cat=0
split_feature=13 17 6 17 0 17 23 23 0 22 18 9 23 17 22 20 0 16 16 15 8 19 15 21 16 8 20 22 22 4
split_gain=12.7268 5.75373 4.79579 4.5102 5.60188 4.22225 3.92771 10.0582 4.09253 4.00609 3.83328 3.92369 5.71526 4.39848 5.69856 4.57164 3.63091 6.34148 3.75136 3.71086 3.92705 3.58035 6.59922 5.32352 3.35196 3.78203 4.32154 6.89326 5.00562 3.87488
threshold=92.38617519475001 159.58247398035004 5.1651206822000004 241.79519611995002 103.33357670195001 221.27458857605004 1.0000000180025095e-35 0.080770000000000022 96.741477366050006 -0.041369999999999997 17.138111898250003 187.94830913940004 0.084090000000000012 193.31651039250002 -0.13125999999999996 42.719328117250008 85.732241321850012 22.704946905950003 14.074967086600003 43.401366108000012 10.242007239150002 14.451165964200003 39.296024648600003 9.6671863198000008 22.624947093000003 8.6432548896500023 40.633548727200008 -0.092990000000000003 -0.059424999999999999 188.02063977395002
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 8 -8 -10 11 12 -9 14 -14 21 17 -13 -18 20 -19 22 23 -16 25 26 28 -28 29 -4
right_child=1 2 3 -5 -6 -7 7 10 9 -11 -12 16 13 -15 15 -17 18 19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.10285587876037272 -0.12385244895832724 -0.1071223868361571 -0.15508360013926917 0.10070065288744062 -0.1100877091132885 -0.066643508332805176 0.076456108908976791 -0.15166542787475279 -0.12041659581927783 0.046784243228517694 0.087362974438298588 -0.13501350644514873 0.085700640644528495 0.096503744141596251 -0.026910817045528591 -0.12410037385803162 -0.089790464927699057 -0.11068100101680373 0.0029894094977837554 0.072242525913346012 0.058320030625612598 0.061501630215314719 0.044863818949509415 -0.23791361335952887 0.02985975792970047 -0.14352149455695815 -0.026058451792511667 -0.18368526502528365 0.045197041640385419 0.002440072227473852
leaf_weight=11.738870739936827 3.5436938488855949 3.8285058140754691 2.6975482832640436 4.89759369008243 4.2465517148375502 7.9320906084030858 29.748157358728349 1.6534805009141553 2.2199420817196369 4.0423896871507159 5.4641307462006798 5.5622424595057955 9.0995410531759244 9.751780014485119 2.9570949934423059 2.9607522310689083 4.4624103419482699 3.9315390642732364 186.15176170878112 4.0363491028547287 2.114409364759922 7.7597431279718867 5.7961532846093178 2.0073874592781067 10.645574567839502 2.8975044675171366 11.468412410467858 3.6597054917365339 12.24829964712262 3.7082814890891314
leaf_count=797 145 178 97 31 141 83 184 38 68 15 23 101 57 47 47 45 57 50 1176 16 13 30 24 20 53 33 226 109 57 73
internal_value=-0.000383458 0.00294416 0.00419944 0.00540298 0.0040665 0.0054717 0.00716888 0.0115319 0.0609886 -0.012487 0.00451216 0.00268852 0.0305537 0.038024 0.0193756 -0.00872015 -0.0029837 -0.0492962 0.000817368 -0.0020073 -0.0515774 0.00972506 -0.0276122 -0.11223 -0.0195408 -0.0338783 -0.0244742 -0.0641906 0.00773501 -0.0638945
internal_weight=373.232 361.493 357.949 354.121 349.223 344.977 337.045 289.719 36.0105 6.26233 253.709 248.245 41.9859 40.3325 30.5807 21.4811 206.259 15.6445 190.614 10.0823 6.04595 18.5204 10.7606 4.96448 47.3253 36.6798 33.7822 15.1281 18.6541 6.40583
internal_count=4034 3237 3092 2914 2883 2742 2659 2011 267 83 1744 1721 308 270 223 166 1413 180 1233 79 63 121 91 67 648 595 562 335 227 170
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=31
num_cat=0
split_feature=13 17 6 18 3 23 23 13 6 15 8 6 18 9 21 7 6 5 7 0 16 3 6 18 22 7 4 4 17 0
split_gain=11.4569 5.12671 4.28384 3.87132 4.73189 3.21401 7.2795 4.34176 3.59263 3.4766 3.37588 3.32234 3.75274 3.06103 4.00877 4.43543 4.51418 4.28031 4.00754 3.99192 5.86971 3.35928 6.7365 3.35322 5.72548 4.6853 7.88898 4.27667 3.90671 3.80086
threshold=92.38617519475001 159.58247398035004 5.1651206822000004 18.273715221050001 76.825379535700009 1.0000000180025095e-35 0.079605000000000023 105.94944646285002 13.200308423050002 45.169600924000008 7.8438787148500007 16.585387514950003 11.80968402675 187.45330412110005 12.585796288950002 22.407814303000006 16.605387982250004 21.566902724800006 20.873561687950005 85.732241321850012 22.704946905950003 94.972471916200007 21.760508430800005 13.314799198000001 -0.086139999999999994 23.109894804950002 168.01744813895002 169.14490639835003 182.63036160245002 85.995710218650018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 8 7 10 -6 -9 -7 -10 -13 14 15 16 18 -16 -8 20 -15 -22 -23 24 -21 26 -25 28 -27 -26
right_child=1 2 3 -5 5 6 13 9 11 -11 -12 12 -14 19 17 -17 -18 -19 -20 23 21 22 -24 25 29 27 -28 -29 -30 -31
leaf_value=-0.10258344027471718 -0.12254958309984965 -0.10650756818617269 -0.078855848274015081 0.10190229702329912 -0.12121727053055736 -0.12394224796905995 0.056978996150358674 0.08882308487952939 0.0014395138394628622 -0.027275569708200904 0.04278506572089899 0.021266704026101022 -0.12406951049618237 -0.1313113825909232 -0.086972736463960698 0.081272148443688727 0.062466221855363685 0.046210995607510526 -0.10879930833886327 0.071845911205412241 0.070403599313873411 -0.14466385026721496 0.053774402608840366 0.030902033203319353 -0.082622187832018371 0.037641625616340602 -0.14471576503343103 0.0055245289229115596 -0.11814798621893173 0.023944037353361529
leaf_weight=10.648542458191512 3.2388406293466678 3.4831555001437655 6.7896362133324137 4.0700032245367757 3.197540955618023 2.1130759995430735 2.171313604339959 21.036763582378629 35.720023340545595 2.939730927348136 2.8556231129914522 2.7955622542649499 4.8745117401704192 5.5797403212636736 5.2941729091107828 17.02945170737803 6.6196088558062911 4.4342031087726355 4.4401535307988524 17.386630829423666 3.819733362644909 3.4637545803561807 3.380212813615799 4.5713143646717054 5.1037703137844792 2.3056369051337233 5.8075355291366577 155.24056486971676 5.3324802499264479 9.7228607162833196
leaf_count=797 145 178 162 40 81 73 31 138 322 20 20 86 161 107 37 89 71 21 57 62 16 48 21 19 32 9 40 1031 75 45
internal_value=-0.00037963 0.00268764 0.00384136 0.00494555 0.0037985 0.00546259 0.00937107 0.0569575 -0.0189214 0.0745884 -0.0281203 -0.0113829 -0.0710979 0.00410786 0.0295736 0.0475258 0.00409155 -0.0262675 -0.054355 -0.000485198 -0.0482085 -0.0047252 -0.0466559 0.00328755 0.0329143 -0.00222087 -0.0673658 0.00193025 -0.0711214 -0.0127392
internal_weight=365.466 354.818 351.579 348.096 344.026 337.236 290.648 28.9452 46.5876 23.9765 4.9687 43.3901 7.67007 261.703 39.9889 30.2605 13.2311 9.72838 6.61147 221.714 16.2434 10.6637 6.84397 205.471 32.2133 173.258 10.3788 162.879 7.63812 14.8266
internal_count=4034 3237 3092 2914 2874 2712 2062 251 650 158 93 569 247 1811 306 248 159 58 88 1505 192 85 69 1313 139 1174 59 1115 84 77
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=31
num_cat=0
split_feature=13 17 17 0 17 7 16 18 16 12 23 10 18 17 20 17 3 12 21 5 5 5 5 15 23 16 22 18 22 20
split_gain=10.3202 4.56987 3.49747 5.51197 3.42984 3.41806 6.03258 3.20737 6.13307 3.26319 8.19139 4.49325 6.63369 4.40448 4.25394 4.24397 4.03687 3.29722 3.03693 14.5908 3.71401 6.22793 5.49222 6.8643 9.46362 4.35089 7.04131 4.12187 6.2058 7.10028
threshold=92.38617519475001 159.58247398035004 241.79519611995002 103.33357670195001 221.27458857605004 26.637125930550003 17.684958644900004 17.138111898250003 12.604970524100002 149.09269374785001 -0.41441 71.322105742700003 15.534338342150003 212.37354083175003 38.625745710700009 203.30705351230003 81.93344998355002 144.57070813310003 11.859661033550003 21.089169479000002 21.089169479000002 21.386268748550005 20.182301868200003 31.504255087500002 0.082455000000000014 22.554947256700004 -0.083064999999999986 13.86460725495 -0.059424999999999999 39.952536079750011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 -6 -7 8 -3 10 -10 13 -13 -11 -14 -16 -17 18 20 -20 22 -22 23 27 -25 -24 -27 -12 29 -29
right_child=1 2 -4 -5 5 6 -8 -9 9 11 17 12 14 -15 15 16 -18 -19 19 -21 21 -23 25 24 -26 26 -28 28 -30 -31
leaf_value=-0.10233727159404951 -0.12125941411734534 -0.11287261614400437 0.090255459297551299 -0.10891910650023172 -0.16220239777254042 -0.13157755825878242 0.080096724180043613 0.078134738874373277 -0.1893485544766472 -0.00086410102317745782 0.085430033532796684 -0.1110541306130578 -0.12614952257218892 0.080666564824899673 0.058390312412555434 -0.11397981875078995 0.040378507080565992 0.072292395381588867 -0.14950783553896996 0.047419224783353316 -0.18791477054987826 0.00023510705439183871 0.10649145619354149 0.064246118241735012 -0.14247349698233128 -0.051092499620530168 0.10321013508267396 -0.089204459941322867 0.047862923267581139 0.021265171857934181
leaf_weight=9.6571970265358669 2.9602351943030945 4.4272632366046301 4.5872482620179644 4.3944429242983452 2.362362924963235 2.5101839620620012 2.9039663001894951 5.9459554925560942 1.9150320477783669 131.29485572502017 10.062984908930956 9.064737527631225 2.5572862252593067 6.9781894758343688 8.9190598614513856 3.8556071724742642 3.0224319566041231 10.697909406386314 6.0089931599795845 10.063515169546006 1.8947299243882323 24.610144319944084 13.928947478532793 3.5504918396472913 5.8858493268489838 6.0741049908101559 5.7635498195886594 9.4259986104443616 27.897086134180434 15.201127311214803
leaf_count=797 145 170 31 186 31 36 16 26 74 1007 47 167 39 33 41 47 19 64 75 42 19 324 80 15 100 37 26 111 136 93
internal_value=-0.000363561 0.00246007 0.00351916 0.00235309 0.00380484 -0.0618358 -0.0180427 0.00535616 0.00401682 0.00564075 0.016172 -0.00408261 -0.041063 0.00325049 -0.00649621 0.0128737 -0.0461498 0.0187774 0.0146988 -0.0262055 0.0199881 -0.013215 0.0289875 0.0148126 -0.0646937 0.0686093 0.0240348 0.0267999 0.0155671 -0.0210169
internal_weight=358.421 348.764 345.804 341.217 336.822 7.77651 5.41415 329.046 323.1 318.673 152.98 165.692 27.4191 138.273 18.3544 15.7971 6.87804 151.065 140.368 16.0725 124.295 26.5049 97.7901 72.0235 9.43634 25.7666 11.8377 62.5872 52.5242 24.6271
internal_count=4034 3237 3092 3061 2875 83 52 2792 2766 2596 1243 1353 313 1040 146 107 66 1169 1105 117 988 343 645 502 115 143 63 387 340 204
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=31
num_cat=0
split_feature=13 17 6 18 3 23 23 13 6 15 20 16 17 22 20 15 16 19 16 23 12 10 8 6 16 7 22 22 12 4
split_gain=9.30047 4.0754 3.6114 2.88996 3.71749 2.55511 5.9047 3.40284 3.11181 3.07875 2.87017 3.36188 3.58622 5.97107 4.4796 2.8757 4.00728 3.32619 5.53759 4.21677 3.46128 3.28405 2.75767 2.6662 3.95244 2.87438 3.36415 3.71177 2.89202 3.63578
threshold=92.38617519475001 159.58247398035004 5.1651206822000004 18.273715221050001 76.825379535700009 1.0000000180025095e-35 0.079605000000000023 105.94944646285002 13.200308423050002 45.169600924000008 37.627645350900004 20.784951395750003 182.63036160245002 -0.041369999999999997 34.883496062400006 21.092276343250003 15.039964830000001 12.250988447150002 13.564968279200002 0.093580000000000024 151.46967002190004 80.371455809750003 7.8438787148500007 16.665389384150004 23.314945479550005 24.909276771700004 -0.037054999999999998 -0.046635000000000003 98.38427432280001 377.6847677435
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 7 22 -6 -9 11 12 -8 14 -14 17 21 18 19 -12 -19 -17 -7 25 -25 26 27 28 -10 -30
right_child=1 2 3 -5 5 6 10 9 23 -11 15 -13 13 -15 -16 16 -18 20 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.10211476357173173 -0.1199879390036567 -0.10560113178865536 -0.074019771498134476 0.090652054785119993 -0.11933040949618952 -0.12168223180962337 0.076563520529879248 0.084638453449369225 -0.087213376956942104 -0.024982685266443226 -0.14031667007285181 0.065002406594034806 0.00077280759608514156 0.03955530136655911 -0.15732632136058411 -0.15997660383362874 -0.0020612538888906927 0.053498484132769225 0.10345375593034695 0.044716014083766346 -0.11455160060724756 0.0044425281692374021 0.037729344145742597 -0.12052841283459211 0.088420546751840357 -0.095191512800137004 0.056688244293840298 -0.14535167272321486 0.028852024419674268 -0.11501247317148595
leaf_weight=8.7562646791338903 2.7054847916588178 3.0216620285063973 6.1166854137554756 3.8238684656098476 2.8094237092882386 1.7986555742099906 4.9606404462829259 18.818507745862011 3.3252225909382132 2.9658145420253268 1.9527225652709628 15.444977931678293 3.2381374761462203 7.7411294467747203 4.0134527441114187 2.9619493559002867 194.09330200590193 2.3040898814797393 9.7602655570954067 3.3353121783584356 2.6185057144612074 2.0594565980136395 2.7357224877923727 4.265437612310051 1.1491845846176145 2.9808302856981745 9.7866866607218999 1.9429685994982708 16.927366124466065 1.9600826427340496
leaf_count=797 145 178 162 40 81 73 61 138 44 20 38 66 23 38 66 39 1363 21 35 21 28 12 20 206 4 24 50 11 188 42
internal_value=-0.000350039 0.00225837 0.00323425 0.00421333 0.00321795 0.00466737 0.0082175 0.0533092 -0.0174134 0.0697141 0.00355413 0.0299745 0.00286105 -0.0215249 -0.0867285 -0.000714694 -0.00434307 0.0354611 0.0588026 -0.0236114 -0.0358934 -0.0925425 -0.0255046 -0.0106505 -0.0761817 -0.00104061 0.00722777 -0.0128112 -0.00121773 0.0139222
internal_weight=350.374 341.618 338.912 335.89 332.067 325.95 280.803 26.3187 45.1472 21.7843 254.484 35.3983 19.9534 14.9927 7.25159 219.086 199.115 19.9709 15.0483 5.28803 4.9226 5.02141 4.53438 42.3378 5.41462 36.9232 33.9423 24.1556 22.2127 18.8874
internal_count=4034 3237 3092 2914 2874 2712 2062 251 650 158 1811 254 188 127 89 1557 1414 143 94 59 49 51 93 569 210 359 335 285 274 230
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=31
num_cat=0
split_feature=13 17 6 20 20 15 15 2 21 16 16 2 23 15 4 22 20 16 0 9 9 4 22 16 19 13 10 19 23 17
split_gain=8.38377 3.63494 3.23372 2.56791 3.20162 3.64272 3.10409 3.92001 5.11684 3.33646 6.43538 5.61626 4.73554 4.82605 5.67795 4.71634 8.77698 6.9832 5.93912 5.0532 5.38132 4.36867 4.18304 3.85745 3.81676 3.80206 3.72207 3.53301 3.81438 5.78324
threshold=92.38617519475001 159.58247398035004 5.1651206822000004 32.051492741500006 34.654301448200009 31.025894238900005 46.683480308100009 258.06114663960005 9.1912342607000017 20.514952027100005 19.974953289850003 322.38159739250005 0.12535000000000004 30.046989284200006 191.71186625420003 -0.059424999999999999 39.952536079750011 9.8549769548000015 93.399723909900004 206.08934059370003 216.65333892300001 372.47712237630009 0.20949500000000004 18.684956306450005 11.250907757600002 108.17011287860002 75.499969677400017 14.151141757350002 0.10249000000000003 203.48482458890001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 9 -8 -9 10 11 12 13 15 -15 16 17 -6 -17 24 26 22 27 -16 -18 -20 -21 -11 29 -29
right_child=1 2 3 4 6 -7 7 8 -10 21 -12 -13 -14 14 23 18 19 -19 25 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.10191358743326905 -0.11874154696333046 -0.10510457347626 -0.10605023599109009 -0.0032936863373638535 0.10234464872862631 0.10998976757719631 -0.13021574796551996 -0.092625391665059606 0.06134190902553055 0.071857693989104271 -0.12740650280698892 -0.11505325850511934 -0.12338415547591208 -0.1409924150189597 -0.071118689904646704 -0.097154334009047563 -0.10377932901932548 -0.097236896819959784 0.03190312402484017 -0.022712021989399402 0.031905169788215323 0.075693193897323041 0.088086912293527206 0.018620485043263094 0.047974024966452151 0.10476850666300647 -0.15398393323465964 0.020231592463999245 -0.02593450937989877 -0.058226085612139482
leaf_weight=7.9378400454297653 2.47242388408631 2.7463731402531257 2.1123231952078632 5.3646581768989545 2.0256521068513242 6.0280730500817299 3.8405685639008871 3.9702997114509326 4.7298775557428598 7.8401595083996645 4.2761292345821849 4.3175235018134108 2.9985604956746092 4.2545234821736839 7.5432752631604698 2.9186727823689713 1.7517283633351315 13.03085254691541 27.305997040122747 4.7706757262349146 7.8735520681366316 10.851762320846317 6.5727853290736666 13.123466355726121 30.767147609964013 9.7066222131252271 3.9469143776223063 94.008504331111908 34.562507649883628 10.438256245106457
leaf_count=797 145 178 78 77 8 22 66 46 21 39 46 109 47 106 135 126 108 240 193 40 57 69 25 88 271 30 60 548 180 79
internal_value=-0.000335416 0.00206325 0.00295837 0.00385517 0.0045612 0.0566464 0.00269182 -0.0460669 -0.00892061 0.00469739 -0.00660965 -0.00282088 0.000849583 0.00373693 -0.035791 0.0132 -0.00359129 -0.0703859 0.0401824 0.0168871 -0.0280213 0.0143757 0.0100387 -0.0141339 0.0397994 0.0510122 -0.0821458 0.00654532 0.00286169 0.0123906
internal_weight=344.088 336.15 333.677 330.931 328.819 11.3927 317.426 12.5407 8.70018 304.885 140.611 136.335 132.018 129.019 24.9213 104.098 64.1665 15.0565 39.9313 49.11 16.5911 164.274 153.422 20.6667 32.5189 37.0126 8.71759 146.849 139.009 104.447
internal_count=4034 3237 3092 2914 2836 99 2737 133 67 2604 1664 1618 1509 1462 329 1133 784 248 349 536 157 940 871 223 379 223 100 846 807 627
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=31
num_cat=0
split_feature=13 17 6 17 0 17 7 16 18 16 13 3 10 10 17 18 10 20 20 23 10 21 3 15 20 8 5 3 22 0
split_gain=7.55963 3.24361 2.89825 2.51004 3.71661 2.80702 2.80572 4.92598 2.51247 5.20073 2.88168 3.74836 2.84923 3.52368 2.65369 4.8878 2.48855 2.27258 4.26093 3.64181 2.87081 7.08838 4.3782 3.12172 3.46651 3.06362 2.89555 3.7243 3.06926 2.88723
threshold=92.38617519475001 159.58247398035004 5.1651206822000004 241.79519611995002 103.33357670195001 221.27458857605004 26.637125930550003 17.684958644900004 17.323446153950005 12.604970524100002 98.618021141100016 81.105404879350019 76.279622535200005 75.634392583900009 199.59317753375004 15.625782642300001 75.408562100950022 35.419594101850009 33.151194885250007 0.09062000000000002 71.096275259700022 7.0441631297000011 83.538459487450012 46.683480308100009 40.523311941050004 7.943800736700001 24.922858152300005 92.913112988300014 -0.10051499999999999 96.959242474650011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 8 -7 -8 9 -4 -11 14 13 16 15 -12 17 18 19 -13 23 22 29 -19 -25 -24 -26 -28 -29 -22
right_child=1 2 3 -5 -6 6 7 -9 -10 10 11 12 -14 -15 -16 -17 -18 20 -20 -21 21 -23 25 24 26 -27 27 28 -30 -31
leaf_value=-0.10173164189378248 -0.11752654909026304 -0.10465011397041642 -0.11249023716127969 0.079706508791617781 -0.10723384934403307 -0.15358302519141778 -0.12648447238472335 0.076174006011409501 0.077790427017571162 0.064360473686502315 -0.088545670536212817 0.031350090021198242 0.074821027063609796 -0.10652177960470664 -0.096093467048502634 0.04480869106896191 0.070734152471898931 0.0092199841477733861 0.070667123980238819 -0.17783835156974331 0.052104243997665479 -0.12024708326800736 0.052269450868557811 -0.17260661218096984 -0.1358238570770616 -0.11795239350278391 0.11024126051813543 0.056153376513440739 -0.090214428456818999 -0.041513944112349398
leaf_weight=7.1946468297392121 2.2591018639504901 2.4952640822157255 3.7929025790654114 4.2693354450166217 3.055882208980619 2.1673506256192914 2.2129164896905422 2.6187632568180561 4.6692914776504031 8.0519737396389228 4.8613073192536849 1.9917700691148632 5.9771031048148862 2.8028469160199156 5.8874849993735543 6.3240670971572399 5.8427856601774684 206.41649733390659 11.820886760018764 1.4295329404994843 11.724943440407523 6.3845308236777774 1.4027291312813748 1.7628161385655392 1.8109502447769035 4.2937344871461391 2.3612008392810804 2.2435029093176104 3.9639730695635103 4.5815213378518811
leaf_count=797 145 178 172 31 141 31 36 16 22 36 70 69 28 18 78 30 20 1553 78 17 43 133 17 15 28 112 5 15 70 30
internal_value=-0.000327699 0.00188662 0.00271104 0.00353604 0.00252123 0.00357795 -0.0590491 -0.0166439 0.00499009 0.00387824 0.00534005 0.00372298 0.00652773 0.00502055 -0.0417518 -0.0131488 0.00618697 0.00474855 0.0422226 -0.0560557 0.00243556 -0.0274817 -0.000564202 0.00632135 -0.0429542 -0.076036 -0.0209348 0.00334643 -0.0373142 0.025801
internal_weight=336.672 329.477 327.218 324.723 320.453 317.397 6.99903 4.83168 310.398 305.729 301.936 293.884 276.811 270.834 17.0729 11.1854 268.031 262.189 15.2422 3.4213 246.946 28.3875 22.0029 218.559 12.1424 5.69646 10.3796 8.56868 6.20748 16.3065
internal_count=4034 3237 3092 2914 2883 2742 83 52 2659 2637 2465 2429 2251 2223 178 100 2205 2185 164 86 2021 335 202 1686 133 129 118 90 85 73
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=31
num_cat=0
split_feature=13 9 9 22 20 23 4 22 23 16 0 5 16 3 0 23 10 16 19 10 21 4 2 2 2 16 17 20 22 21
split_gain=6.81516 2.85727 5.18473 5.15015 5.64344 3.95225 3.55306 3.48367 4.04996 3.43349 3.1726 5.87492 3.13833 6.26678 2.81395 5.89634 2.78574 6.13954 6.01373 4.58302 3.43634 6.02349 4.93338 4.90338 3.73771 3.41992 3.3487 3.70323 3.48979 4.24812
threshold=92.38617519475001 181.33671263215004 186.68586460755003 -0.59260499999999994 47.927946529500012 -0.26958499999999996 375.65892766775005 0.11704500000000002 0.13377000000000003 21.094950670800003 85.732241321850012 29.996566321350006 22.664946999500003 94.972471916200007 90.767723400200012 0.087905000000000025 64.407391431150018 22.494947397000004 14.551174033150001 62.837331883000012 8.8898213993500015 286.86996866160007 62.147615758400008 213.11064599365002 204.67136036115002 15.584963555600002 208.33805927010005 43.832725745850006 0.19040000000000004 3.0668791869500005
decision_type=2 2 2 2 2 2 2 2 2 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 -2 7 -4 14 8 -5 -9 11 12 -7 -14 -6 -16 17 -12 20 -19 23 22 -22 24 26 -23 27 28 -18 -30
right_child=1 2 5 4 6 10 -8 9 -10 -11 16 -13 13 -15 15 -17 18 19 -20 -21 21 25 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.10156706611121408 0.10126346841873742 0.050229118381558371 -0.10452495043787509 -0.11299957312598441 0.093758008094583234 -0.12345703364314869 -0.10933396720337836 -0.084444373076275128 0.07131474200839559 0.1309674531770601 0.071745502819114002 0.076358204548224645 0.037759685880350155 -0.1092733356144075 -0.10804562579768857 0.11040296022282639 0.027383308901427067 0.00052757280394330876 -0.15685349163123857 0.088970238689184064 0.10598145544655735 0.070597673517547629 -0.08906790746112267 -0.062234254456249541 0.12721335215165452 -0.063067935115986518 -0.041206166490513257 -0.092630193826688731 0.0011787354704354933 -0.15335980794025927
leaf_weight=6.5199974752031258 2.8616599040105966 23.132634956389666 3.5101496381685129 13.00833028601483 4.7627318128943426 5.3882594173774185 1.9441695907153178 1.4825595044530921 1.3124350458383549 1.4772132039070127 17.566906295716763 3.854573242366313 6.1850262545049173 5.4557587336748838 2.8541892226785421 2.1788891591131687 75.620269934181124 80.8023821413517 2.5197145864367476 6.3171278759837142 1.4243105053901697 6.3656146321445686 14.4790689535439 9.4903798066079599 2.7826144946739069 2.7372521888464689 11.436057773418723 3.0141335558146229 7.3032626593485457 2.3515202300623059
leaf_count=797 25 126 37 660 19 129 90 93 5 4 109 18 41 71 62 8 477 419 17 41 4 44 180 153 19 50 113 132 57 34
internal_value=-0.000343226 0.00169614 0.00480239 -0.0267275 -0.0393485 0.000890173 0.0141528 -0.075696 -0.096108 0.023067 0.00228599 -0.0351239 -0.0603582 -0.0311512 0.0386612 -0.0134762 0.00548509 0.0178152 -0.00376634 0.00694064 -0.000950837 -0.0344676 -0.0715992 0.00653257 0.0128991 0.0304041 0.00970945 0.0163045 0.0201549 -0.0364607
internal_weight=330.139 323.619 291.737 31.8822 29.0205 268.604 11.74 17.2805 14.3208 2.95977 265.094 20.8836 17.029 11.6408 9.79581 5.03308 244.211 104.686 139.524 87.1195 137.004 25.0062 15.9034 111.998 102.508 9.10287 99.7252 88.2892 85.2751 9.65478
internal_count=4034 3237 2271 966 941 2145 179 762 665 97 2108 259 241 112 89 70 1849 569 1280 460 1263 278 184 985 832 94 813 700 568 91
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=31
num_cat=0
split_feature=13 17 6 9 17 0 19 23 23 23 8 8 2 8 18 22 17 16 6 15 21 12 9 2 7 13 5 2 23 23
split_gain=6.14973 2.75203 2.3763 2.12588 3.26218 3.01943 2.10127 3.01498 2.39325 6.83258 2.75731 4.71041 5.04796 3.00952 4.07874 3.77541 4.69566 5.65627 5.03897 5.51387 5.66971 5.47534 4.33696 5.51547 4.30862 3.88525 4.70699 3.72315 7.47233 3.65302
threshold=92.38617519475001 159.58247398035004 5.1651206822000004 233.77854820110002 241.79519611995002 103.33357670195001 14.651182102100002 0.4381000000000001 1.0000000180025095e-35 0.080515000000000017 8.9430209551500024 9.5425530862500008 73.245799595050016 8.7431769115000026 13.754580103150001 -0.11572 187.51563899930002 15.969962655300002 16.405383309150004 42.493282152450007 6.021362969500001 103.54784004735002 195.30595290385003 151.26092141510003 23.667467222350002 108.49810477050001 16.632399885950004 215.46241552700005 0.08481000000000001 0.09180000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 -4 -10 13 12 -12 15 -15 22 -17 -18 19 21 -21 -19 23 -11 -24 26 -26 -23 -29 -20
right_child=1 2 3 -5 -6 -7 -8 -9 9 10 11 -13 -14 14 -16 16 17 18 29 20 -22 27 24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.10141817984135765 -0.11770728552278227 -0.10395281510307547 -0.019923879908523533 -0.086687478183990002 0.10448687970386253 -0.10633139416347298 0.042858297592725685 -0.11465409451072686 0.053639432881503669 0.076671511321850017 0.010400263299305802 0.034887225718906359 -0.16353505152042555 -0.020100441305858519 0.093125440768981341 -0.047475259289098633 0.058887718346221363 -0.1241038755919784 -0.014865827235794949 -0.18684316533480749 0.033619879879035627 0.0041830945606834589 -0.12487437736456658 -0.047165160175643844 0.0054559880351145347 0.059490955028736081 -0.13465305503670069 0.0973581447630473 -0.11313775480210181 0.04491035426347556
leaf_weight=5.9077579532749942 1.9230597023852158 2.0914527690038076 40.124071366153657 2.6209844322875133 3.1818652972578993 2.5186608606018117 13.056606722064314 2.2043720036745063 27.258015474304557 19.796342479996387 2.6896638572216016 4.3301228694617748 4.395082357339561 5.2080238740891209 8.1763721797615272 25.127335457131267 14.386844098567961 4.3751882426440707 17.960092506371439 3.8879765756428233 1.6665179682895539 45.002157498151064 2.6626733727753189 4.3950039790943256 12.033473500981929 9.4052112977951747 2.9944682121276847 2.1909332387149316 7.3237749673426151 23.732878584414721
leaf_count=797 145 178 646 32 25 130 75 23 274 111 15 39 48 36 32 262 78 58 143 47 23 336 21 37 90 44 79 12 97 101
internal_value=-0.000329258 0.00155635 0.00228492 0.00299547 0.00375351 0.00270914 0.00361141 0.00185245 0.00274074 0.00639297 0.000585065 -0.0472814 -0.097502 0.00318289 0.0490679 6.44785e-05 -0.00815147 4.67554e-05 -0.00792893 -0.0254542 -0.120698 -0.0164711 0.0233975 0.0541733 -0.00407939 0.00908459 -0.0224621 -0.00783321 -0.0646673 0.0191606
internal_weight=322.627 316.719 314.796 312.705 310.084 306.902 304.383 291.327 289.122 248.998 221.74 11.4149 7.08475 210.325 13.3844 196.941 145.654 120.526 106.14 64.4465 5.55449 58.8921 51.2872 24.1913 27.0958 24.4332 15.0279 54.5169 9.51471 41.693
internal_count=4034 3237 3092 2914 2882 2857 2727 2652 2629 1983 1709 102 63 1607 68 1539 1157 895 817 573 70 503 382 148 234 213 169 445 109 244
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=31
num_cat=0
split_feature=13 9 9 22 20 22 23 4 23 16 0 16 5 3 21 0 7 23 17 21 20 20 22 17 7 20 18 9 18 7
split_gain=5.55115 2.39751 4.35294 4.07135 4.73999 3.14502 3.50565 3.05615 3.01032 2.85696 2.66527 5.09268 2.82926 5.05714 3.1777 2.54567 5.10062 2.45582 3.49104 4.39697 3.96753 3.44808 8.9504 3.05348 3.76396 2.62613 4.6729 4.4578 3.96034 10.5046
threshold=92.38617519475001 181.33671263215004 186.68586460755003 -0.59260499999999994 47.927946529500012 0.11704500000000002 0.13377000000000003 375.65892766775005 -0.26958499999999996 21.094950670800003 85.732241321850012 22.664946999500003 31.312564341900003 94.972471916200007 0.89981818375000011 90.767723400200012 21.844899366700002 0.084360000000000018 221.27458857605004 14.946136646400001 43.680097826700013 37.52517992975001 -0.041369999999999997 236.15709471040003 26.726788378400006 38.478081868400004 14.642476607400001 192.39832633775004 13.314799198000001 23.296055099200004
decision_type=2 2 2 2 2 2 2 2 2 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 -2 5 6 -5 15 -4 -7 11 -10 13 -13 -15 -6 -17 18 19 20 21 22 -12 24 25 26 -19 -27 -29 -30
right_child=1 2 8 4 7 9 -8 -9 10 -11 17 12 -14 14 -16 16 -18 23 -20 -21 -22 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=-0.10128346367755346 0.093701988885517618 0.046585097966138009 -0.090959383857802667 -0.10919106130337404 0.09107264001276788 -0.079321629888977466 0.067754185849092582 -0.10850933622502751 -0.12088681677598652 0.12629929846470356 -0.18308248020892526 0.03822669661222431 0.097405309237305837 0.029448487238587395 -0.13525871924091717 -0.16250339912302972 0.058703303705225723 0.052662336750497286 -0.089451328258816562 -0.10509126148712132 -0.056742947227343479 0.05036947066513621 0.047601670884557724 0.078068963934430524 -0.10035806032842141 -0.066901859625449839 -0.024875736233186924 0.039228232731922837 -0.13221732323323743 -0.0013662486761129924
leaf_weight=5.3523088735528281 2.5977277206257012 22.365885369479656 3.5411810106597832 11.898297411855312 4.4188593924045545 1.3206959613598876 1.2359825894236554 1.7268048552796234 4.9807104216888574 1.3836672902107237 2.3861433379352093 6.4508025487884861 2.3226787447929373 1.6151394769549368 4.2630692385137081 1.5593197736889122 3.1442917161621153 20.901919338852167 2.7087639309465876 2.434838391840457 4.6316599678248158 45.677265191916376 5.6989736314862949 4.709130957722663 3.9245807821862391 11.567762977443634 12.373542875982819 19.58899737149477 6.5647804513573638 93.741225659381598
leaf_count=797 25 126 37 660 19 93 5 90 131 4 40 43 9 10 66 25 45 99 47 17 126 289 29 31 84 84 156 87 51 709
internal_value=-0.000306012 0.00142771 0.00425158 -0.0258074 -0.0374402 -0.0723198 -0.0925399 0.01348 0.000611108 0.0258828 0.0018751 -0.0335324 -0.00383708 -0.0229103 -0.0900026 0.0365715 -0.0146301 0.00480928 0.0216275 0.026574 0.032064 0.0397147 -0.0204797 -0.0013543 -0.00357183 -0.00126608 0.0238297 -0.00761824 -0.00189841 -0.00993013
internal_weight=317.087 311.735 282.449 29.2856 26.6879 15.8386 13.1343 10.8493 260.083 2.70436 256.542 19.6324 14.6517 12.329 5.87821 9.12247 4.70361 236.91 63.5376 60.8289 58.394 53.7624 8.08512 173.372 168.663 164.738 33.2755 131.463 119.895 100.306
internal_count=4034 3237 2271 966 941 762 665 179 2145 97 2108 259 128 119 76 89 70 1849 548 501 484 358 69 1301 1270 1186 255 931 847 760
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=31
num_cat=0
split_feature=13 13 13 16 10 17 12 23 17 12 18 9 22 9 22 8 23 9 13 0 15 5 22 22 22 4 20 6 15 2
split_gain=5.01133 2.27068 2.8463 2.39017 4.52201 2.18094 1.78585 5.4642 3.07605 2.89139 2.87938 2.98493 4.02763 4.01356 2.63837 4.20442 3.25163 4.46744 5.73797 3.49466 4.77599 3.31844 2.87747 2.56803 5.63516 5.57674 6.12323 7.87252 5.39524 5.02052
threshold=92.38617519475001 92.663086382150013 95.862351557400004 9.8549769548000015 81.479100559500012 159.58247398035004 149.09269374785001 -0.41441 205.83789591070004 145.97209859650005 15.788786379500001 204.12988221610001 -0.43644499999999997 205.67007911670001 -0.11572 5.9453602998000008 0.10546000000000001 185.90443620030001 117.99105042915001 89.813320763900023 29.593577021650002 19.925387549600003 -0.093879999999999991 -0.06483499999999999 -0.058374999999999996 222.75625367455004 41.289992964000007 16.415383542800004 32.393814985100008 162.53466164215004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 7 -7 9 10 11 14 -13 -14 15 -9 17 18 22 -19 -21 -18 -16 -8 -25 -26 -27 28 -28 -29
right_child=1 2 3 4 -6 6 23 8 -10 -11 -12 12 13 -15 16 -17 21 19 -20 20 -22 -23 -24 24 25 26 27 29 -30 -31
leaf_value=-0.10116156040278973 0.15499559416383415 -0.10887286862331964 0.10259724310013503 -0.12089446020998446 -0.10389950879068002 -0.17699211271064821 -0.015116747201087175 -0.047222539406764061 -0.056004564299593322 0.086915952696087664 0.078311679070377671 -0.12124035095327315 -0.13306611825713627 0.010655379949208517 -0.19833068916675622 0.062125512320620184 -0.1397416490873982 0.058199054767214001 0.11793525065394846 0.026442858187486453 -0.07731557291677453 -0.0039817670487707442 -0.050773932931697199 0.10227074241447681 -0.16225043328654162 0.032378852979637059 -0.10513591644973197 0.071703322523312032 0.031736704075987561 -0.17121081253920564
leaf_weight=4.8485084138810626 0.95830758940428395 2.3471612054854623 2.3285776134580365 1.4294256754219521 4.0622782381251445 1.5224635475315142 91.959703852422535 4.176694965921345 6.0724865375086656 5.6286074100062242 6.5103366179391733 3.4621008262038258 2.1740354783833054 18.289039421826601 1.65860014874488 22.23833354562521 2.826873240992426 21.48634684458375 1.7683058064430941 20.179083023220304 5.6863755770027629 4.9589379504323006 6.5039720917120567 6.0947930570691815 2.0125344200059763 36.634603806771338 3.6863394556567135 1.0213696621358384 13.164425561204551 5.0956796607933939
leaf_count=797 16 159 14 128 137 73 971 176 72 36 48 34 80 138 17 115 27 143 7 101 74 28 116 26 22 226 77 7 84 85
internal_value=-0.0002925 0.00130607 0.000823151 0.00167393 0.000891367 0.00232834 0.00292579 0.0113857 0.0135321 0.0168427 0.0136076 0.00995757 -0.0214903 -0.00461386 0.018182 0.0448356 0.00736174 0.0156032 -0.0453775 0.0283924 0.00363215 -0.0532735 -0.0807568 -0.00423457 0.010545 0.00147173 0.00699997 -0.0334804 0.00179391 -0.130651
internal_weight=310.786 305.938 304.979 302.632 300.304 296.241 294.812 135.143 133.62 127.548 121.919 115.409 23.9252 20.4631 91.4835 26.415 65.0685 57.2827 9.93088 47.3518 25.8655 7.78581 8.16257 159.669 67.7097 61.615 59.6024 22.9678 16.8508 6.11705
internal_count=4034 3237 3221 3062 3048 2911 2783 1285 1212 1140 1104 1056 252 218 804 291 513 458 140 318 175 55 133 1498 527 501 479 253 161 92
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=31
num_cat=0
split_feature=13 6 3 0 20 18 22 0 20 22 20 8 9 22 12 23 12 18 10 23 23 22 2 9 18 2 22 23 20 17
split_gain=4.52548 1.80275 4.0016 3.19857 3.95554 8.30498 3.62363 4.16228 3.30814 4.00178 5.89474 5.5472 5.13611 3.19216 3.10269 3.00664 3.09006 3.54593 3.98049 2.8872 3.48819 9.73969 3.66456 5.71736 5.71702 2.80295 2.79887 4.85315 3.77746 3.65717
threshold=92.38617519475001 14.845346859150002 83.939039748850021 86.329079026800017 41.942745071500006 13.036600629150001 -0.086139999999999994 86.20003303655001 41.319407281650008 -0.018034999999999999 40.563919884450009 8.9430209551500024 186.16747084260001 -0.063749999999999987 81.514192512750014 0.13377000000000003 283.37952236595009 17.323446153950005 81.479100559500012 0.080515000000000017 0.093325000000000033 -0.018034999999999999 91.751571794600025 204.99169312540002 13.946975448150001 241.85323870325001 -0.073609999999999995 0.098105000000000026 38.244973486750006 199.59317753375004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 4 8 -6 7 -7 9 10 -3 -11 -12 -10 -5 16 17 18 -2 -16 21 22 -21 24 -24 26 27 -22 -29 -28
right_child=1 3 -4 14 5 6 -8 -9 13 11 12 -13 -14 -15 19 -17 -18 -19 -20 20 25 -23 23 -25 -26 -27 29 28 -30 -31
leaf_value=-0.10105124591453774 0.0081014871734008797 -0.0058197439030222599 -0.04118313659426643 -0.077661484631135536 0.0085845840658327118 -0.094222587629694543 -0.15560152363026236 0.092524347502275728 0.067120206774526778 0.075103171020796056 -0.014650202155568323 -0.08352913334544812 -0.20736150018425389 -0.039944111687945649 0.055639948830704972 -0.11836460198947887 -0.075231502036517212 0.070610866180084886 -0.10801710748279968 0.088225825010298131 0.037608814571874455 -0.14004102133151611 0.0022966453669061595 0.044194893602442095 -0.1181727779081076 0.10852700193220917 0.069260680971344316 0.0026485387373017472 -0.14751939426001748 -0.032445328407794023
leaf_weight=4.3916576160117975 60.380855370312929 22.258241807576272 28.668426295742393 3.2563112899661055 16.603906285017732 4.7211090959608555 5.9830374894663674 1.5973067134618757 13.42490932159126 9.7150134355761093 2.5132618402130893 2.851403545588254 3.0752243064343929 3.5136715844273558 19.982037193141878 2.0069120656698933 4.4515827745199195 8.6679259645752591 3.1038669818080953 5.1865307893604031 10.17601763084531 4.8812287449836722 10.782694756984716 14.239163257181643 6.2068260312080374 4.4410602003335944 17.23705513775349 3.3702248483896247 3.330488096922636 4.4478045590221873
leaf_count=797 480 280 620 22 292 89 105 6 64 69 65 22 35 47 155 34 115 71 195 27 53 52 53 73 53 15 75 19 23 28
internal_value=-0.00027145 0.00119859 -0.00920165 0.00695589 -0.00738875 -0.0375528 -0.0998268 -0.0470126 0.00781398 -0.00773479 -0.0288738 0.0391084 -0.120695 0.0449112 0.0184619 0.00246157 0.00562703 0.0106157 0.00242427 0.0214635 0.0133624 -0.00739535 0.010385 -0.00254303 -0.0417148 0.0332965 0.0246323 -0.00590621 -0.0719902 0.0483997
internal_weight=305.466 301.074 107.28 193.795 86.2571 28.9054 12.3015 6.31842 57.3517 40.4131 27.8467 12.5664 5.58849 16.9386 107.537 78.6111 76.6042 72.1526 63.4847 104.281 84.2991 41.2964 36.4152 31.2287 16.9895 43.0027 38.5616 16.8767 6.70071 21.6849
internal_count=4034 3237 1515 1722 1074 492 200 95 582 471 380 91 100 111 648 895 861 746 675 626 471 258 206 179 106 213 198 95 42 103
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=31
num_cat=0
split_feature=6 17 9 17 0 9 9 9 9 20 18 23 22 16 19 3 21 19 4 7 4 20 9 17 17 17 7 2 17 4
split_gain=4.18896 2.46098 1.78793 1.90202 3.18816 1.73462 3.45747 2.8968 2.64219 5.52102 3.47849 2.90027 2.6376 2.56306 3.41394 2.96705 4.29351 2.63465 2.37797 2.10251 4.08705 5.11217 3.78578 8.88565 6.69795 4.44556 4.40509 4.15469 3.15169 3.08415
threshold=5.1651206822000004 159.58247398035004 233.77854820110002 241.79519611995002 103.33357670195001 223.29399794390005 219.59809404590001 216.0493559571 211.04147598835002 40.467253020850002 14.738651916450001 0.096010000000000026 0.066710000000000019 12.604970524100002 11.850956171350001 81.105404879350019 5.2345280387500006 12.751028791950002 273.85977434290004 23.109894804950002 284.07887079910006 42.824128352900011 194.82237869650001 191.08747234645003 188.10488866565001 196.70243143610003 22.695144739300002 112.15964652650003 175.0619478289 195.50296729855003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 13 10 -10 -12 -11 -3 -15 16 17 -16 -7 20 22 -22 24 27 26 -25 29 -24 -21 -17
right_child=1 2 -4 -5 -6 18 -8 -9 9 12 11 -13 -14 14 15 19 -18 -19 -20 28 21 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10179107076410499 -0.11442733487685158 -0.087864300737919107 -0.079954223588120224 0.081985993732256582 -0.10429231594766504 -0.020723224838265681 -0.068353483564494069 0.051896241159717485 0.05403271531853443 -0.12573452515198133 0.0095369683488203561 -0.13447647864749276 0.016803089171480629 0.058671577145276925 0.085897804286297286 -0.037025969133444803 -0.12131415907873518 -0.051860989744217816 0.085081102844554266 0.12041402884989774 -0.17425757523648089 0.0061761951297669773 0.04403909070116642 -0.24820694516333752 0.047796997348500375 -0.058924611945533514 -0.12817830202194436 -0.07507478820364151 0.010721953719665799 0.028798695769911811
leaf_weight=4.0074210078455499 1.8312704963609565 2.9977758801542214 2.6471985466778269 2.9872173052281132 2.8060619747266164 3.3794013075530511 6.9265393633395425 11.686382960993795 7.1930111851543206 6.5296211335808021 3.3682359270751476 2.3911405168473721 1.620389377698302 11.356916015036402 2.474215589463709 15.660074963700028 4.6358010321855545 3.1631971560418606 5.719188217073679 2.6747973561286917 3.1724084652960292 3.1092397784814239 8.3745398633182067 2.5221475670114151 27.031590714119375 2.4423872400075197 3.3565211836248627 4.5027371272444716 126.35785402962938 13.04931745585054
leaf_count=659 216 212 65 45 277 27 79 86 35 97 33 26 14 95 16 250 80 34 40 7 51 77 47 27 174 16 25 43 980 201
internal_value=-0.0002364 0.00113866 0.00185816 0.00260116 0.00177919 0.00282101 0.00140777 0.00319961 0.000993703 -0.032913 0.00766102 -0.0502536 -0.0973951 0.00401425 0.00519189 0.0024625 -0.0500238 0.00860025 0.0457832 0.00500287 -0.00739008 -0.0849479 -0.00105793 -0.0414289 0.0111302 -0.155086 -0.0197799 0.0023891 0.0129958 -0.0071066
internal_weight=299.975 295.967 294.136 291.489 288.501 285.695 276.597 269.67 257.984 21.1024 12.9524 5.75938 8.15001 236.882 233.884 222.527 10.2732 5.63741 9.09859 212.254 83.221 6.28165 76.9393 17.8418 59.0975 4.96453 32.0659 12.8773 129.033 28.7094
internal_count=4034 3375 3159 3094 3049 2772 2705 2626 2540 205 94 59 111 2335 2123 2028 130 50 67 1898 911 128 783 133 650 43 476 90 987 451
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=31
num_cat=0
split_feature=6 16 23 13 19 3 17 10 4 14 8 10 18 2 15 20 15 23 12 16 4 13 4 20 20 23 22 8 15 19
split_gain=3.78027 1.86445 3.40655 2.32715 1.6732 2.52878 4.38239 4.58188 3.06711 4.91647 2.48906 2.05209 4.82917 2.01773 1.81464 2.04788 2.17751 3.13683 2.17013 3.02423 2.46824 5.61215 5.12147 4.65293 2.10497 2.80143 1.95063 7.85773 4.91982 3.43619
threshold=5.1651206822000004 12.644970430600003 0.093580000000000024 95.986020631400024 11.850956171350001 81.105404879350019 236.15709471040003 72.752365468100024 181.80369070585002 171.16849715720005 8.543332867800002 76.279622535200005 15.946034773700001 213.11064599365002 21.761438576950002 35.419594101850009 46.683480308100009 0.090390000000000012 335.9827356823501 20.664951676350004 309.28270023145006 116.19247193985002 313.22340827140005 41.646178195200001 32.724174661450007 0.09062000000000002 -0.079634999999999997 8.9430209551500024 42.493282152450007 14.351157895250003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 6 7 -6 9 -9 -10 12 14 -8 -7 24 18 -18 20 -20 26 -22 -23 -24 25 -16 28 29 -17 -28
right_child=1 4 3 -5 5 11 13 8 10 -11 -12 -13 -14 -15 15 16 17 -19 19 -21 21 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.10162644214303894 -0.098428027651305677 0.039450350656116073 -0.11039448915496514 0.076734881261687121 0.092383073624357825 -0.067720965487845536 0.094315632842451869 -0.12149981355805831 -0.12008170713838461 0.09464220056535802 0.036827566053578134 0.064002679951537925 -0.14594929661456615 -0.034120777316180365 0.049872248631990669 0.0032230348088202175 -0.10955577843792663 0.0018832542113398597 -0.069004056037718475 0.088232238849024106 -0.1382060638013311 -0.10103020805656389 0.092027462250794473 -0.044478533258899451 0.063527202678510239 -0.16237789525753907 0.0070181760481745252 -0.094748294332131777 -0.076105964024229603 0.047372891260528988
leaf_weight=3.6316399502102277 4.9752443293109518 11.696553819347171 0.88646745355799828 2.6549048433080316 1.8374091628938973 3.5096174459904423 3.3723972304724148 1.9207104220986355 9.5677558095194382 2.327849242836237 1.1304125078022469 5.5168043207377186 2.17687072046101 1.9192981915548442 1.5081592435017221 88.47397236153482 4.1510353870689851 6.4518538448028266 1.5274666408076871 6.1414906717836857 3.934754814021292 3.8743283841758958 5.8735031336545926 4.3436585096642375 10.353647200390695 1.0581400431692598 49.634409257210805 5.9382954039610913 8.575570638291536 36.703495348803699
leaf_count=659 462 118 79 25 7 172 24 44 217 11 14 32 39 32 62 769 68 65 46 51 86 69 25 27 73 14 375 70 74 225
internal_value=-0.000229129 0.00103181 -0.0450696 0.0298931 0.00241664 0.000823081 -0.0316186 -0.0566362 -0.0749552 -0.00307238 -0.103502 0.0036907 0.00232834 0.0477317 0.00366185 0.00471208 0.00249487 -0.0417452 0.00467639 0.0569147 0.00274435 -0.032614 -0.00312956 0.0339942 0.0434317 -0.037643 0.00611091 0.0165205 -0.0037867 0.0241736
internal_weight=295.668 292.036 8.51662 3.54137 283.519 271.823 22.0758 16.7841 14.9467 4.24856 10.6982 249.747 244.23 5.2917 242.053 238.544 225.624 10.6029 215.021 7.66896 207.352 18.0262 14.0915 10.2172 12.9199 2.5663 189.326 92.2762 97.0495 86.3379
internal_count=4034 3375 566 104 2809 2691 349 293 286 55 231 2342 2310 56 2271 2099 1950 133 1817 97 1720 207 121 52 149 76 1513 670 843 600
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=31
num_cat=0
split_feature=6 16 23 13 23 7 23 21 21 3 17 16 20 2 12 8 6 9 8 20 18 22 20 2 4 19 10 5 18 3
split_gain=3.41218 1.61209 2.97127 2.01643 1.54796 4.23932 3.91026 2.55828 2.87148 2.56853 2.27984 2.90078 2.26195 2.09838 2.36871 2.43221 7.87969 3.04323 2.51514 2.32189 2.92695 2.15051 3.31566 2.03315 2.13494 2.12711 2.00471 2.43778 1.97541 2.11144
threshold=5.1651206822000004 12.644970430600003 0.093580000000000024 95.986020631400024 1.0000000180025095e-35 24.909276771700004 0.080135000000000026 3.7576866553000006 4.0199878722000006 108.40938565220002 200.93854407600003 22.624947093000003 43.272784938550004 65.896304893200011 96.720516239650024 8.9430209551500024 18.080422446150003 218.97685776085004 8.7431769115000026 39.952536079750011 13.754580103150001 -0.14654999999999999 38.244973486750006 74.580378076100018 176.89674560820004 14.651182102100002 64.94239459915002 17.438757606550002 18.273715221050001 76.825379535700009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 10 -3 -9 26 -6 12 -12 21 -15 18 -17 -18 23 -20 -21 -8 -23 -16 -25 28 -10 -28 29 -26
right_child=1 4 3 -5 6 -7 13 8 9 -11 11 -13 -14 14 15 16 17 -19 19 20 -22 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.10147652928667124 -0.095039598614567608 0.027037863439057321 -0.10952730193491869 0.071615393711621705 0.065598579119670528 -0.13131087205058914 0.050978736300091844 -0.25289608038669947 0.0034215523635641024 -0.14024992695524874 -0.12944442771265804 0.081593326349277046 0.015029962691378813 0.046556095156134403 -0.083267122304385086 -0.15352500249888826 -0.064420498222640357 0.077373982028021995 0.11281988362738096 -0.060527575387374778 0.073533854204940227 0.0083004532697252414 -0.11210455602297759 0.047281351436730373 -0.10125843168435578 0.055872747166348685 0.0063637971516154225 -0.16235647480998305 0.080403704417613645 -0.0032570128878738405
leaf_weight=3.2906515749637029 4.6542120384983701 13.580740600591524 0.80813694745302234 2.5650712288916111 15.800190829671921 2.9697708087041965 2.0954408943653098 0.55569616891443985 15.452840339159598 1.7003516131080676 2.0457593835890284 2.5392648577690125 2.3043379615992308 11.959302019327877 2.8490366637706748 4.1405969993211311 2.443812889046967 3.9765679892152548 3.8432600013911706 2.8864689245820045 3.7370624933391809 3.9686496537178737 5.3977040275931358 9.778005223721264 2.2311766068451098 6.3524393178522578 1.6521943537518375 1.7778848977759478 2.7776269568130365 149.84397960850038
leaf_count=659 462 271 79 25 140 53 13 17 140 120 44 25 21 75 26 48 36 21 14 29 23 28 99 63 73 34 18 45 24 1309
internal_value=-0.000226121 0.000936049 -0.0432454 0.0282181 0.00220879 -0.016637 0.00515641 -0.00682833 -0.0285857 -0.0225299 0.0446672 -0.00333717 -0.0529133 0.0010494 0.00335755 0.000706295 -0.0459649 0.0234022 0.00338071 0.0509885 0.0151112 -0.0405995 -0.0610873 0.000514155 0.00191017 -0.000841843 -0.0119295 -0.0810876 -0.00316841 -0.00469484
internal_weight=289.978 286.688 8.02742 3.37321 278.66 37.6895 240.971 34.7197 21.139 20.5833 22.6896 6.88936 4.3501 218.281 206.819 194.86 10.561 6.42038 184.299 10.4668 6.62353 11.4618 9.36635 173.832 170.983 161.205 18.8829 3.43008 154.853 152.075
internal_count=4034 3375 566 104 2809 664 2145 611 340 323 230 90 65 1915 1775 1700 105 57 1595 66 52 140 127 1529 1503 1440 203 63 1406 1382
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=31
num_cat=0
split_feature=0 7 13 16 16 17 17 7 16 19 13 8 2 9 20 8 22 22 12 14 18 22 22 15 15 4 17 17 5 23
split_gain=3.08526 2.11099 2.17911 1.89638 2.77184 1.53877 1.46815 1.81594 2.66636 1.54912 1.62706 2.19325 3.19119 3.03476 3.03123 2.78325 2.34084 7.42784 2.16451 4.29803 2.87044 3.38441 3.15971 3.18177 2.8831 3.03757 2.77157 2.85459 4.10631 6.67884
threshold=107.57327517365 28.8637720374 95.862351557400004 9.8549769548000015 12.604970524100002 159.58247398035004 221.27458857605004 26.637125930550003 17.684958644900004 14.651182102100002 121.87049551135001 8.8430989333000021 41.467794892200004 226.28914430085004 40.00488309970001 8.7431769115000026 -0.58559499999999998 -0.54526999999999992 156.64017958600002 223.45180875365003 12.766412759450001 0.11704500000000002 -0.11572 19.215947067900004 25.621990087700002 224.82737758030004 205.83789591070004 191.46721301340003 21.850554661550003 0.093905000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -8 -9 10 11 15 -13 14 -14 16 -7 -18 20 -20 21 -19 24 -24 25 -22 27 28 29 -25
right_child=-2 -3 3 4 5 6 7 8 -10 -11 -12 12 13 -15 -16 -17 17 18 19 -21 22 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.1052894873456109 -0.10253223389763902 0.089175307963286321 0.1006367765546201 -0.11156856360203152 -0.11692823945122975 0.043896305816546563 -0.13279062498743097 -0.088970437354066262 0.069908578324604703 0.038782988867980497 0.085087310135276983 0.080391074233889082 -0.026768335451602183 0.053022997230010416 -0.13155997399760597 0.051325569872087501 -0.15027837281753625 -0.092981971821820025 -0.17942140420319808 -0.007694293630457808 -0.090335956239047832 0.11091530178802672 0.089367529765706985 -0.0084513223107428159 0.062956291499959002 0.10033570161118155 -0.097123807706498907 0.022062993307409365 0.04521181899937049 -0.1281391666828619
leaf_weight=1.9521858284715552 2.917078136233612 2.6796073641162357 1.8871415178291489 2.2070357410702846 1.1029832654166956 11.598653974942861 1.7630329336971033 2.1799510242417455 2.0492732841521502 11.2839487940073 2.2765287449583402 2.0261358991265288 5.9230709429830295 2.1976148411631575 5.1695606810972095 11.140698958188294 3.3360175946727386 4.8053388656117013 1.4782763337716449 103.41751947440207 2.7018244373611995 0.98010480776429165 4.1837017717771365 19.236252034548674 18.882432660087943 1.2095594452694056 2.8409354034811249 38.649234829470515 7.870449206326156 6.1538157593458882
leaf_count=310 649 34 14 156 125 67 32 46 16 74 21 9 42 17 84 61 46 174 12 1079 102 7 25 158 168 8 43 346 59 50
internal_value=-0.000215622 0.000838346 -5.52431e-06 0.000732343 5.08892e-05 0.000948473 0.00142411 -0.0475286 -0.0119855 0.00252126 0.000923404 0.000168477 -0.0365132 -0.0543356 -0.075605 0.00252431 0.000132871 -0.00221989 0.00010546 -0.0101144 0.0100765 -0.05844 0.0139731 0.00450251 0.0467696 -0.0313725 -0.000247274 0.00358002 -0.0178975 -0.0374602
internal_weight=286.1 283.183 280.503 278.551 276.664 274.457 273.354 5.99226 4.22922 267.362 256.078 253.801 15.3164 13.2902 11.0926 238.485 227.344 215.745 212.409 104.896 107.514 5.78544 101.728 78.9344 22.7938 3.91138 74.7507 71.9098 33.2605 25.3901
internal_count=4034 3385 3351 3041 3027 2871 2746 94 62 2652 2578 2557 152 143 126 2405 2344 2277 2231 1091 1140 181 959 681 278 110 656 613 267 208
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=31
num_cat=0
split_feature=6 17 20 20 22 20 15 21 20 5 22 8 19 22 20 8 15 22 17 23 7 20 15 12 7 0 22 21 7 3
split_gain=2.87671 1.79904 1.41954 2.15824 3.67862 1.84436 1.71946 2.91121 2.29241 1.85151 1.54017 5.18884 5.16533 4.50475 4.22017 5.18242 5.95527 4.29482 4.07616 3.84416 3.64395 5.32934 5.94634 3.60889 3.59277 3.55557 3.46933 3.44269 3.42624 3.31013
threshold=5.1651206822000004 159.58247398035004 32.051492741500006 34.654301448200009 0.12427500000000002 30.317390213800007 46.683480308100009 15.285239689500001 41.535369675400013 26.180212255300003 -0.079634999999999997 8.9430209551500024 14.351157895250003 -0.08262499999999999 40.844669808050007 9.3427090425500019 38.483556206400003 -0.12546499999999997 191.86029796145002 0.087715000000000029 23.271765593750004 39.861052345600008 34.139075990150012 155.06885325350001 23.899651152000004 85.764502819450016 -0.117885 1.2135331028500003 23.203497038450006 79.47351079420001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 10 8 -8 -10 13 12 20 14 15 16 17 18 23 -14 21 22 -12 -5 28 -23 -19 -16 -15 -29
right_child=1 2 3 6 -6 -7 7 -9 9 -11 11 -13 19 24 27 -17 -18 26 -20 -21 -22 25 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.10129894757504593 -0.11148891124251203 0.018637551373679579 0.079072590098658704 -0.055286151092686343 -0.091755523915811432 -0.17910077254444551 -0.14645642784917037 0.046945002260130604 -0.079499512457049781 0.048494742141013757 -0.075406410517270483 -0.07731344905455878 0.077674714436639411 -0.10637978331164999 0.092296771092024332 0.078851699799356939 -0.13019018482262409 0.1027013850730798 -0.10757757068604445 0.016598969683189638 0.00933693076510792 -0.003106339314478168 0.12308055523635178 0.072483828586248494 -0.15321299250118736 -0.14950453486846876 -0.0077847737479583264 -0.081483626078963575 0.054724300157058675 0.013094723648666609
leaf_weight=2.786694958806037 1.4193384037353087 0.90032264566980191 7.45943262032233 6.4728805278427881 1.5169084921944884 0.99079215200617909 2.6787704862654191 2.8162370594218373 2.9822915876284242 1.8198174699209628 3.0543181775137764 6.4736386835575095 18.044474071823061 2.5412128288298828 5.1870777388103297 4.3600797820836297 5.7500179205089799 3.5743909738957909 8.0628224392421526 24.028028320521116 63.323849884793162 2.431728086899966 2.9838410690426826 3.3571830368600786 3.5077141507063061 5.2204582602716982 13.871042341925206 3.9140300492290399 2.7471897024661303 67.832360394764692
leaf_count=659 216 61 88 164 20 39 26 18 65 24 43 85 138 31 41 22 58 14 137 138 587 99 10 47 75 78 157 188 11 695
internal_value=-0.000199743 0.000808887 0.00138243 0.00197402 0.0502044 -0.0849614 0.000352764 -0.0397154 -0.0723394 -0.0309945 0.0019598 0.00987647 0.0146162 -0.00561785 -0.000649729 -0.0248102 -0.0358102 -0.0204533 -0.0548764 0.0427937 -0.000777102 -0.0475589 0.0226787 -0.0116499 -0.0747401 -0.102982 0.0148527 0.013623 -0.0226903 0.00793513
internal_weight=282.109 279.322 277.903 276.012 8.97634 1.89111 267.035 10.2971 7.48088 4.80211 256.738 125.56 119.087 131.178 122.382 45.4484 41.0883 35.3383 17.8929 42.0725 77.0142 13.6903 6.03816 9.83006 8.79612 7.65219 17.4454 76.9335 5.2884 71.7464
internal_count=4034 3375 3159 3059 108 100 2951 133 115 89 2818 1178 1093 1640 1523 599 577 519 348 276 817 230 53 211 117 177 171 924 42 883
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=31
num_cat=0
split_feature=6 17 12 7 7 16 23 9 20 2 10 9 9 21 21 0 16 15 6 8 12 16 2 8 18 19 12 18 21 7
split_gain=2.59907 1.61294 1.30971 1.74158 4.81481 3.28326 2.67431 2.50291 3.22914 2.32613 2.34935 1.97911 3.31409 3.26873 6.85625 2.15773 3.97282 2.98149 2.29135 3.38453 4.24013 3.38177 2.88779 3.07144 2.62588 2.61945 2.42162 3.86054 5.37154 3.52412
threshold=5.1651206822000004 159.58247398035004 49.885988093600005 22.061824394000002 19.623463571950001 22.744946812400002 0.10791500000000002 52.553122989000009 44.421469061800003 319.18044405035005 54.879495816850003 187.94830913940004 181.33671263215004 10.558528947350002 15.475979305150002 85.732241321850012 22.704946905950003 43.401366108000012 18.195425133200001 8.8430989333000021 98.38427432280001 22.694946929300002 60.327272492300004 8.7431769115000026 14.164583421250002 12.851036860900001 149.09269374785001 13.86460725495 11.859661033550003 22.977992916200005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 9 6 -6 -5 11 10 -4 12 -9 -14 -15 16 -13 -18 19 21 -21 22 25 26 -22 -17 27 -24 -29 -28
right_child=1 2 3 7 5 -7 -8 8 -10 -11 -12 15 13 14 -16 18 17 -19 -20 20 24 -23 23 -25 -26 -27 29 28 -30 -31
leaf_value=-0.10117832742910787 -0.11064747409180631 0.087054307847654944 -0.11068937407300516 0.10499464535458579 -0.086651100592328167 -0.0083492272356299035 -0.28464429034022731 -0.053950155795977041 -0.10115162194047678 -0.10919286045847497 0.073100260590754404 -0.1252827375849854 0.072728784505146263 -0.10919950214840196 0.080803811409288967 -0.0053809556199441895 -0.074726814564189684 0.073668093963781975 0.095608807284555619 0.065137859078194985 -0.15113518971041187 0.081393166971822126 0.050152658965121194 0.06080037170369379 -0.021291682630553858 -0.14072020740082908 -0.086980837941399089 0.007120098704817588 -0.14791896484563849 -0.0043074697143718936
leaf_weight=2.5243590688332906 1.2935428987257171 1.7687221271917213 0.77838299330324101 2.3878761492669573 6.8538563440088165 6.2039293423295021 0.75760887376964081 4.0291319219395545 2.9911006821785113 0.99840601347386826 6.5329951394814998 3.8114874442107958 14.398181468946861 3.5742453727871171 4.0524276476353407 3.0839467002078882 2.4391107682604343 3.0431445864960551 2.6030670329928389 2.0485547780990583 3.939785716123879 5.4701845571398726 21.955672841519117 8.9998110327869636 2.5758275203406811 2.6666807420551777 5.4290844574570647 45.518596530426294 2.3500618892721823 102.53272685385309
leaf_count=659 216 13 73 53 375 46 10 85 114 36 115 103 118 29 19 40 42 19 11 10 35 33 152 41 24 27 40 468 42 986
internal_value=-0.000171758 0.000755133 0.00128145 0.000723757 -0.0261673 -0.0623465 -0.106358 0.00310458 0.00212159 0.0339824 0.0535337 0.00338488 0.0294364 0.0446908 -0.00824137 0.000278029 -0.04687 0.0076457 0.00237285 0.00119795 -0.0603498 0.00386001 0.0016572 0.00380608 -0.099804 -0.0681405 0.000920941 0.0154332 -0.000491383 -0.00846487
internal_weight=277.613 275.088 273.795 272.026 22.1252 13.8154 7.61147 249.901 247.513 8.30978 7.31138 244.522 26.054 22.0249 7.62667 218.468 9.29374 5.48226 209.174 206.571 8.56417 198.007 192.537 186.786 6.51561 5.75063 177.786 69.8243 47.8687 107.962
internal_count=4034 3375 3159 3146 655 431 385 2491 2438 224 188 2324 251 166 48 2073 164 61 1909 1898 69 1829 1796 1729 59 67 1688 662 510 1026
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=31
num_cat=0
split_feature=0 7 13 15 6 6 12 3 6 21 15 22 5 9 22 6 8 19 18 16 7 20 15 23 20 21 0 20 18 2
split_gain=2.45546 1.85344 1.77728 1.54987 2.15239 5.39717 4.68013 2.86953 2.60609 2.33551 3.71471 1.96907 4.34191 2.14916 2.09633 2.38355 4.34356 3.41646 2.83538 2.49598 3.70656 2.36647 4.17842 3.99984 3.90464 4.17689 3.75185 3.49279 5.40762 3.24376
threshold=107.57327517365 28.8637720374 95.862351557400004 14.022476987850002 13.65531905435 13.78532209185 212.86469446750002 81.715684874950014 13.355312044750002 5.9696025344000008 32.393814985100008 -0.50001499999999999 24.279163357700003 214.31567825310003 -0.11572 16.455384477450004 9.4426310644000022 14.451165964200003 11.862896247150001 22.594947163200004 24.268610899850003 39.420767558750008 38.884669609800007 0.084565000000000015 42.719328117250008 1.9176293050000004 86.20003303655001 41.965809985500009 13.036600629150001 91.751571794600025
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -7 9 -5 -11 12 13 -9 15 19 17 18 -17 20 -13 -16 23 29 25 -25 27 -24 -29 -23
right_child=-2 -3 3 4 5 7 -8 11 -10 10 -12 14 -14 -15 21 16 -18 -19 -20 -21 -22 22 26 24 -26 -27 -28 28 -30 -31
leaf_value=-0.10465443851338981 -0.10234909539202629 0.08554265386812783 0.076912328027871971 0.021869782728796194 0.078203369155779023 -0.090121159393330902 -0.099514993400878063 -0.12043575749681815 -0.095662542826594199 -0.072705264016224014 0.13875820173754913 0.073751266180711719 0.053928064092824572 0.016229196505055728 0.017896765235893602 0.024295339385442899 0.092952325402151217 0.044516369229227554 -0.10550481180536792 -0.055052855625322132 -0.023397052686809125 -0.04004156516481578 0.009753231006138589 -0.13406390051897732 -0.10247350095666415 -0.017057183408696573 0.039013506258570523 0.029524357520745011 -0.12690463539173216 0.048011419614181455
leaf_weight=1.615272300550713 2.3307816141750655 2.5524618034251025 2.6322046057321122 19.456142024369917 9.2515683555975539 3.4598405640572301 6.5289650196209541 5.0163419726304692 2.9204889740794888 6.2717633328866205 0.95755106210708607 18.163177157053731 3.1501626428216696 1.4932007454335687 46.19501637108624 2.3181698089465481 3.4119947776198378 3.7707445695996276 6.1412052968516946 2.3673485163599244 5.0108306938782325 6.8352222938556251 20.760376743972305 3.3628821950405827 8.7109701619483513 32.888896088115871 25.853455513715744 3.6862168912775797 5.5178768124897033 10.784919037949292
leaf_count=310 649 34 31 274 42 44 203 101 40 187 3 126 27 22 333 67 18 18 234 19 86 46 100 53 136 277 156 33 139 226
internal_value=-0.000147756 0.000730967 -7.51858e-05 0.000557684 -0.000202786 0.00338872 -0.022879 0.000226747 -0.00597859 0.00383653 -0.0446961 0.00167769 -0.0424476 -0.0890867 0.00374902 0.023927 -0.00681451 -0.0346478 -0.069935 0.0427538 0.0527452 -0.0012997 -0.00878935 -0.0265307 -0.0423568 -0.0279113 0.0111022 -0.0129797 -0.0642552 0.0138538
internal_weight=273.416 271.085 268.533 266.918 264.285 228.15 36.1349 218.899 29.6059 26.6855 7.22931 215.439 9.65971 6.50954 205.779 41.1835 15.6421 12.2301 8.45938 25.5414 23.174 164.596 118.401 62.5829 44.9627 36.2518 55.8179 29.9645 9.20409 17.6201
internal_count=4034 3385 3351 3041 3010 2303 707 2261 504 464 190 2217 150 123 2067 568 337 319 301 231 212 1499 1166 738 466 330 428 272 172 272
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=31
num_cat=0
split_feature=0 7 6 6 12 0 21 22 3 2 2 0 15 5 2 22 5 10 7 18 10 0 10 0 10 21 20 15 10 7
split_gain=2.21608 1.56465 1.43434 4.59091 2.68154 2.49818 4.02357 4.37325 5.3434 3.31007 3.15301 3.07255 4.07082 3.83444 2.75587 2.57755 1.98704 3.64726 2.98507 1.92593 1.82442 3.59081 4.97477 4.77298 3.61608 3.92032 2.72029 3.29866 1.94061 3.62087
threshold=107.57327517365 28.8637720374 13.65531905435 13.78532209185 217.64277969395002 94.047642319350018 7.0441631297000011 -0.15076499999999998 84.812788641250009 62.147615758400008 163.32842070695003 93.399723909900004 32.167495462450006 18.160071980500003 104.38256328765002 -0.028049999999999999 13.955288807050001 72.187789260650007 25.934372643900002 14.586813620750002 68.910558799650019 90.407470010750018 66.590419433100024 91.937202686950016 65.611820673600008 2.3025239277000007 38.400997490450003 30.108785229950005 64.02831883475001 22.477322886550002
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 11 7 -7 10 -8 14 13 -13 -5 -9 -12 -1 -18 -19 -6 21 24 -23 -24 26 -26 27 -15 -28 -30
right_child=-2 -3 3 5 19 6 9 8 -10 -11 15 12 -14 20 -16 -17 17 18 -20 -21 -22 22 23 -25 25 -27 28 -29 29 -31
leaf_value=0.017167696632594792 -0.10214527585964027 0.080062493033173726 0.073577271811853751 -0.11605587457851359 -0.18089842644188309 -0.12100734222214522 0.072894314870057084 0.010673624873418538 -0.098584835063802376 -0.1018297940044338 -0.13649268879434223 0.086594735379792731 -0.041205126894189988 -0.084393088499085209 0.087236857074611276 0.039030805818236834 0.054691480872694875 -0.12207305038715915 -0.0166348505423627 -0.048109364780499757 -0.07903341433354763 0.10291571102165734 -0.096303881021599078 0.075244699888920338 -0.1700078614235343 -0.0070782830847169707 0.00078821028526663596 0.056286925567881202 0.042060308906346384 -0.12842742656520714
leaf_weight=17.611750213429332 2.1129731766413888 2.4594603206496677 8.8565142853185517 2.7279715575277796 1.349085168680175 2.9072224283590904 1.2465889565646637 11.321331223472965 3.9925504066050044 8.326108714565633 1.9627184523269536 9.3406256809830648 3.3995449841022483 1.8729226924479032 8.0400185100734216 1.4582246728241433 3.5960023584775618 4.6603435645811242 6.335089523345232 5.7369245961308479 2.6345251321326932 8.3249620380811375 3.3740683859214178 3.1230963319540024 2.5473812688142052 3.5139598110690713 115.4876453904435 15.14179233368486 2.0504145014565429 3.1742920847609639
leaf_count=412 649 34 43 23 60 31 5 64 130 148 49 44 36 167 34 9 48 141 91 265 31 43 41 15 22 26 1141 105 99 28
internal_value=-0.000137916 0.000670638 -6.8669e-05 0.00301201 -0.0176972 0.000118232 -0.0227013 -0.00451975 0.00812851 -0.0790766 0.0268298 0.00518731 0.052493 0.00151181 0.0424674 -0.0616734 -0.00544237 -0.0327326 -0.0613242 -0.0733907 0.00350084 0.00487174 0.0517355 -0.0138429 4.08866e-05 -0.0755522 0.00336772 0.0408013 -0.00190864 -0.0615202
internal_weight=268.686 266.573 264.114 224.824 39.2892 215.968 39.2548 29.6821 26.7748 9.5727 22.7823 176.713 12.7402 163.973 19.3613 3.42094 32.2032 14.5914 10.9954 7.08601 161.245 158.611 14.8221 6.49716 143.788 6.06134 137.727 17.0147 120.712 5.22471
internal_count=4034 3385 3351 2334 1017 2291 470 317 286 153 156 1821 80 1741 98 58 692 280 232 325 1718 1687 99 56 1588 48 1540 272 1268 127
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=31
num_cat=0
split_feature=6 17 9 9 9 9 9 20 18 21 16 19 6 13 3 4 22 22 6 9 17 15 17 8 18 22 22 6 23 23
split_gain=2.04545 1.42594 1.16106 1.44972 2.06461 2.04737 1.73915 4.12746 2.4584 2.41514 1.96535 2.14 1.83085 1.66598 2.92244 2.74122 2.0286 5.70956 2.47063 1.8258 1.66051 1.65712 2.74648 2.38775 1.45238 1.44701 3.69109 3.48674 3.18679 3.58225
threshold=5.1651206822000004 159.58247398035004 233.77854820110002 223.29399794390005 219.59809404590001 216.0493559571 211.04147598835002 42.094663496250007 14.738651916450001 4.4092399769000012 12.604970524100002 11.850956171350001 16.355382140900002 97.330249696650014 81.105404879350019 181.80369070585002 -0.58559499999999998 -0.50001499999999999 13.955326063950002 207.46043187945003 207.25292259465002 46.683480308100009 203.72643944000004 8.3434888241000014 16.049140492450004 -0.079634999999999997 -0.08262499999999999 16.515385879350003 0.083365000000000022 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 3 4 5 6 10 8 12 -10 -3 24 -8 -13 15 19 18 -18 -16 -15 -6 25 23 -23 -12 26 -19 -28 -27 -30
right_child=1 2 -4 -5 20 -7 7 -9 9 -11 11 13 -14 14 16 -17 17 21 -20 -21 -22 22 -24 -25 -26 28 27 -29 29 -31
leaf_value=-0.10095402820360228 -0.11072284910602484 -0.086818343334399417 -0.072205317193501692 0.042095189790237547 -0.098915667169908517 0.045820891528526801 0.068217547719209626 -0.11899099286340614 -0.11429649905311288 0.0085952986912891695 0.0087033997956549349 0.09603401584013023 -0.030331862856782511 -0.047407953160536996 0.10658425876160936 -0.10374511823507522 -0.14967126542459955 0.0021943835717245616 -0.0052880194526377065 0.1050896531404191 0.0062926799688467752 -0.0013742652220211299 0.039515779524932133 -0.13980120833294093 0.084326753614576297 0.039927317165505904 -0.11014725494657443 0.03767418994346533 -0.098123640737841203 0.0063061718336312666
leaf_weight=1.9963129482930515 1.1444932462181885 2.4391295178793362 2.1404657275415948 8.6096215220168215 3.718475805129855 10.13219757331535 5.1251010969281214 4.0315025034360579 3.1013291170820585 3.3016461876686662 4.8623777413740736 1.8361242546234269 2.9820009907707572 1.9580121226608738 4.0805027345195404 5.0613065883517265 2.4900082275271407 77.402638857718543 3.8240984678268433 1.3106193598359821 2.5146964169107378 2.0733726376201949 2.7162339556962252 3.1229676478542387 5.3163088634610176 30.530013503972455 5.7686694599688044 2.2058344110846519 3.4939533406868568 54.868735389318317
leaf_count=659 216 349 65 108 53 104 23 71 59 43 84 33 35 38 16 121 40 874 31 9 41 35 21 61 25 282 82 10 54 392
internal_value=-0.000114022 0.000653853 0.00114221 0.00174867 0.00036068 0.00181228 -9.40916e-05 -0.0294815 -0.00461198 -0.0509283 0.00243602 0.00345848 0.0319685 0.00121217 0.000345578 -0.0576449 0.00285396 0.000730549 0.0524625 0.0137388 -0.0564707 0.00278619 -0.0419724 -0.084568 0.0482013 0.00481842 -0.00447952 -0.0692582 0.0137486 5.43541e-05
internal_weight=264.159 262.162 261.018 258.877 250.268 244.035 233.902 18.5416 14.5101 6.40298 215.361 212.922 8.1071 202.743 200.907 8.32994 192.577 184.672 7.9046 3.26863 6.23317 182.182 7.91257 5.19634 10.1787 174.27 85.3771 7.9745 88.8927 58.3627
internal_count=4034 3375 3159 3094 2986 2892 2788 231 160 102 2557 2208 58 2099 2066 168 1898 1851 47 47 94 1811 117 96 109 1694 966 92 728 446
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=31
num_cat=0
split_feature=3 23 7 7 21 23 16 16 20 18 20 6 16 12 22 7 21 22 16 7 7 22 22 8 16 2 22 22 6 16
split_gain=1.87307 1.25432 1.95132 1.91833 2.17637 2.49073 1.97919 2.72642 1.87994 2.59339 1.973 1.68678 2.44443 1.94733 1.82355 1.46 2.59569 3.06696 1.65831 1.50909 2.45309 4.96906 2.58101 3.81331 3.37375 2.96626 2.6338 3.09175 2.68777 2.47962
threshold=71.961958777700019 1.0000000180025095e-35 19.078733418100004 24.909276771700004 3.7576866553000006 -0.083619999999999986 22.624947093000003 22.614947116400003 48.778770352700008 12.993189857450002 42.141702038450013 16.565387047600002 23.314945479550005 99.140885195450011 0.048475000000000011 22.061824394000002 6.9459996152000008 -0.090495000000000006 22.744946812400002 22.721067571950005 23.109894804950002 -0.023719999999999998 -0.06483499999999999 9.0429429770000009 22.654947022900004 69.881082014850008 -0.077729999999999994 -0.078649999999999984 8.2451926476000015 22.614947116400003
decision_type=2 2 2 2 2 2 2 2 2 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 11 6 7 8 9 -6 -11 13 -13 14 -2 16 17 -4 -19 -17 21 29 25 24 -24 -22 27 28 -27 -21
right_child=1 2 15 -5 5 -7 -8 -9 -10 10 -12 12 -14 -15 -16 19 -18 18 -20 20 22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.1020726271475577 -0.064003204866449545 0.097258906000001574 0.048378882751301963 -0.093557610764705729 -0.15061382099473125 -0.18836364915718873 0.026663210674765816 -0.23151973574423776 0.036836909335674246 -0.00011056914519590747 -0.13451638700789512 -0.11139090526612157 0.11122637350926 0.086097925595612579 0.056438470590232881 0.024782282942773643 -0.13306836789558776 -0.15346881587704636 -0.024163114689200776 0.022006287800837861 -0.12081508257879625 -0.12642895659991002 0.016107931913020422 -0.11115932236695564 0.086939260628044523 -0.12862573425229781 -0.057018857849006691 0.095766723708181123 0.0011241562932677422 -0.057247901995367105
leaf_weight=1.789628795813768 2.4589904965832847 2.1905819210223845 4.5090874081943175 2.9947206466458729 2.1727629078086483 0.9527109325863411 5.6714515807107082 0.73293280601501543 2.9324878617189833 5.7318803425878286 1.3492668753024188 1.8110941676422947 0.67785125970840443 4.909307895693928 2.5718863401561975 30.63560262392275 2.1016806692350647 1.5214371536858369 2.8491690214723349 10.901918073883285 2.1861485335975877 4.3476137216202906 56.107597059919499 2.1385120265185824 7.6402134243398896 1.6303779858862828 8.1842870775144529 3.4047730974853172 76.911914007272571 6.1885963766835621
leaf_count=643 24 27 109 89 175 29 31 6 44 56 95 181 3 72 17 263 62 67 25 66 73 46 527 24 54 165 111 59 833 58
internal_value=-0.000120352 0.000585704 0.00334174 -0.017026 -0.00985766 -0.030664 -0.0225825 -0.0442008 -0.0329348 -0.0550449 -0.0257207 0.0228581 -0.0507623 0.0412921 -0.00243098 0.00241191 -0.0331343 -0.00948156 -0.0691753 0.00426825 0.000769846 -0.0309746 0.00507152 0.0201908 0.0245971 -0.00571898 -0.00292731 0.00247497 -0.00156919 -0.00669222
internal_weight=260.206 258.417 223.45 34.9673 31.9726 19.5435 18.5908 12.9193 12.1864 9.25391 7.08115 12.4291 2.48895 9.94018 5.03088 221.259 10.9814 8.87969 4.37061 210.278 179.642 21.4381 158.204 65.8863 63.7478 92.3175 90.1314 81.9471 78.5423 17.0905
internal_count=4034 3391 2569 822 733 436 407 376 370 326 151 297 184 113 41 2542 263 201 92 2279 2016 170 1846 605 581 1241 1168 1057 998 124
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=31
num_cat=0
split_feature=6 20 20 22 20 15 23 17 16 23 23 18 20 23 17 5 5 15 22 20 19 20 16 20 13 15 0 22 15 5
split_gain=1.71914 1.15786 1.5778 2.78576 1.50033 1.24107 2.55169 1.42434 1.89242 1.18911 2.32868 2.28124 2.40056 2.00183 1.74819 2.12554 2.05193 2.66277 2.85054 4.09862 4.37493 3.20447 3.11311 2.40534 2.23507 4.87331 4.59607 3.10628 5.28209 2.1774
threshold=5.1651206822000004 32.051492741500006 34.654301448200009 0.12427500000000002 30.317390213800007 46.683480308100009 0.090390000000000012 203.72643944000004 22.584947186600004 1.0000000180025095e-35 0.080515000000000017 15.398663672050001 39.337369931850013 -0.046510000000000003 172.24349499320002 13.716117217950002 21.850554661550003 34.500740167500005 -0.11347 42.719328117250008 14.451165964200003 41.436838994450007 22.554947256700004 35.782584506850007 117.60660091645001 41.29990759910001 85.764502819450016 -0.061874999999999999 42.008841458800006 22.468249633400003
decision_type=2 2 2 2 2 2 2 2 2 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 9 -7 8 -8 13 11 12 -11 -4 15 -12 17 23 21 20 -20 -19 -21 -16 -18 26 29 28 -27 -26
right_child=1 2 5 -5 -6 6 7 -9 -10 10 14 -13 -14 -15 16 -17 24 18 19 22 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.10085436293916945 0.017946076006778212 0.07199224022107352 -0.011632012703376392 -0.080770839467057987 -0.1706736182432832 -0.10513528113898551 0.047254277728205125 0.066479882331488035 -0.100007172331345 -0.050086822470459549 0.01611917637076608 -0.016139566188665987 0.076840686680939185 -0.13602610610551599 -0.093520894824076425 -0.11699471772728864 0.033629721828488675 -0.022218200803190438 -0.056238068873020158 -0.039742184492837493 0.032074490913768149 0.10055374144994263 -0.17946536505993929 0.0077039100257890701 0.093199987152684821 0.061453459014921899 -0.17613438208142604 0.067294317877326967 -0.10810016546184997 -0.072996599344114607
leaf_weight=1.6829378476832051 0.79677790100686141 6.6410283793229592 30.467796280398037 1.4553295923396943 0.89586152927950025 3.4009436373598856 1.5544436983764174 2.238137885928154 1.9895842275582252 1.7138684997335101 2.1362176159163928 5.5647649780148631 11.410066180862485 1.3510458543896664 2.4156346864765501 2.7358361914521083 34.690368385985494 5.8939172923564893 14.610793351195758 3.0594728253781787 9.1053291708230955 3.3255007714033127 3.3305167183279991 83.209518253686838 1.3827340137213497 3.6614342927932748 2.8387321382761002 7.6873169001191828 3.6880569495260715 1.8337161752860991
leaf_count=659 63 90 682 20 42 68 7 13 45 19 98 148 144 15 37 175 225 40 148 34 55 19 37 996 8 12 24 42 29 40
internal_value=-0.000116336 0.00054829 0.00109893 0.0445329 -0.0818845 -0.00033467 -0.0364023 0.00402489 -0.0354169 0.00106811 0.0038688 0.0375148 0.0602651 -0.0169139 0.000480971 -0.0586291 0.00207441 -0.00504496 -0.0265857 -0.0414845 -0.0223322 0.0220664 -0.112567 0.00484818 0.0180216 -0.00764943 -0.0833968 0.0228533 -0.0236304 -0.00154961
internal_weight=256.768 255.085 253.392 8.09636 1.69264 245.296 9.18311 5.78217 3.54403 236.113 204.294 18.6887 13.1239 31.8188 185.605 4.87205 180.733 124.951 39.3255 30.1061 23.7161 9.21942 6.38999 85.6252 55.7824 21.092 6.05518 15.0368 7.34949 3.21645
internal_count=4034 3375 3270 110 105 3160 133 65 52 3027 2330 311 163 697 2019 273 1746 1366 333 274 203 59 71 1033 380 155 72 83 41 48
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=31
num_cat=0
split_feature=3 7 6 6 19 2 12 3 5 6 13 16 2 13 5 21 16 22 5 10 22 10 16 20 9 22 20 9 22 5
split_gain=1.62103 1.28074 1.12316 3.62717 2.36474 3.04978 3.20305 2.1158 2.06514 1.91299 1.86213 1.79463 2.56312 3.06346 1.76485 1.71055 1.51348 1.25458 3.32389 1.73257 1.81127 1.96375 2.69097 4.14055 3.1236 2.13763 2.93732 4.51567 2.67327 2.72067
threshold=71.961958777700019 28.8637720374 13.65531905435 13.78532209185 11.850956171350001 187.91736117530004 199.78749241660003 81.715684874950014 14.582249945350002 12.05528166975 98.050756475600011 15.839962959300001 80.683647763550013 100.15850764985002 17.679107616400003 3.0668791869500005 22.644947046300004 -0.50001499999999999 24.279163357700003 75.499969677400017 -0.11572 62.181348099150007 22.764946765650006 40.377444152000002 201.09804420775001 -0.122095 39.792680591700012 191.98656730705002 -0.13953999999999997 17.679107616400003
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 6 11 15 9 10 -2 -6 -13 -14 -15 -5 -7 18 -9 20 21 22 23 24 -19 26 27 -23 -28 -30
right_child=1 -3 3 7 5 16 -8 17 -10 -11 -12 12 13 14 -16 -17 -18 19 -20 -21 -22 25 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.10193631955056306 -0.10509499493430047 0.074578938441731177 0.068180065214302463 0.0055128246500328361 -0.098066684819499705 -0.12575696223056071 0.060920001306342758 -0.079188347676612397 -0.10780686423714883 0.083525616478439368 0.022475360992084435 0.081457474203398592 0.05927064909579504 -0.11283283493612453 0.010003405270110554 -0.14349181281875353 0.040544188400432141 -0.10360523355071023 0.050884186963747816 0.066564039869397781 -0.0033403566173507201 0.081215157975038851 0.083335041421333883 -0.001218657302582286 -0.45638345516006357 0.096716223364996412 0.070993917152732997 -0.14889442581152218 0.11383521054362158 -0.13655837238094734
leaf_weight=1.5533912122482423 1.3820884298766012 2.3144029730465254 8.1183052584528905 1.3254863247275346 3.8058640877716305 4.3702697817934668 4.1115872296504667 5.8614315344020707 1.2081432017730538 4.2437380049377671 6.6484510723967105 2.0795251289382568 2.1527437481563521 4.3631608376745135 1.598034394206479 1.8398464526981113 0.62558664381504048 1.4304900506977016 2.9550754316151142 4.1927460972219697 151.03771468705963 1.4263922264799505 3.013302154839038 13.259938743431119 0.30439462512731541 5.3510310538113108 9.1507504042237979 2.1207838077098131 0.63717752695083518 1.3604576196521518
leaf_count=643 225 35 43 15 148 230 34 123 129 29 32 13 40 122 14 30 6 137 27 21 1490 32 18 230 3 27 57 22 2 57
internal_value=-9.55223e-05 0.000531531 -0.000154041 0.00262163 -0.0163415 -0.0357606 -0.0166797 2.87907e-05 0.0169399 0.0292186 0.000519985 -0.0394707 -0.0175931 -0.0429788 -0.0799038 -0.081096 -0.104933 0.00129937 -0.0355912 0.0029821 0.0015723 0.0210704 -0.00289717 -0.0202261 -0.165502 0.0426009 0.0228961 -0.0563626 0.0481145 -0.0566914
internal_weight=253.842 252.289 249.975 213.385 36.5892 23.1068 18.1109 205.267 13.4824 12.2743 8.03054 13.9993 10.1935 8.11394 5.9612 3.16533 4.99586 202.102 8.81651 193.285 189.092 38.0547 18.0081 14.9948 1.73488 20.0466 14.6956 3.54718 11.1484 1.99764
internal_count=4034 3391 3356 2334 1022 607 371 2291 415 286 257 337 189 176 136 45 236 2246 150 2096 2075 585 388 370 140 197 170 54 116 59
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=31
num_cat=0
split_feature=6 8 6 22 12 2 8 15 13 0 22 15 21 7 16 22 6 20 3 13 10 3 9 2 10 9 16 15 16 18
split_gain=1.42991 0.946922 3.48932 1.57875 1.18837 2.77094 2.16992 2.09729 2.94375 1.9071 1.53182 2.93326 4.95018 4.87892 2.86033 4.19656 4.62265 3.48164 4.57241 2.73501 3.15631 4.01244 3.12792 2.96903 2.67331 2.43536 1.92085 1.89461 2.35851 3.12321
threshold=5.1651206822000004 9.5425530862500008 18.335428404350001 -0.016679999999999997 69.826413229550027 59.023942917950002 8.9430209551500024 30.243446395250004 110.59241365410001 87.009258933850006 -0.06483499999999999 42.493282152450007 6.4178488307500006 22.977992916200005 22.654947022900004 -0.055334999999999995 16.445384243750002 41.289992964000007 93.921284787200008 117.99105042915001 69.999384342500022 83.538459487450012 206.75106037490002 166.67665309880002 62.240494178000013 216.0493559571 18.794956049200003 41.492094664050008 22.544947280100004 13.455547561900003
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 10 8 -6 -8 11 19 24 -14 15 -12 -17 -18 -19 20 27 22 -22 26 -13 -23 -24 28 -7 -30
right_child=1 3 -4 -5 5 6 9 -9 -10 -11 14 12 13 -15 -16 16 17 18 -20 -21 21 25 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.10073276040170086 0.054769470866331077 0.06560516778255035 -0.12359469222978697 -0.037703939654557497 -0.13404040012916954 0.030815665829360198 -0.14012615667475078 -0.16157986244549985 0.088554241556895064 -0.013081652423403473 0.064228894095872055 -0.069453014840956923 -0.12872820168331081 0.043726920689867596 0.055401595715316922 0.0086277725975484471 -0.016306739999442633 -0.18314318687899026 0.036193777136410248 -0.1272252581030589 0.028218731506985329 -0.089708634364056683 -0.098450713551775898 0.0096989223386511475 -0.21059967420238729 0.052325829907575283 0.035735290834721302 0.080650806534770858 0.0129855940263588 -0.053859547785743991
leaf_weight=1.4036935596959654 3.9805568011943242 5.1781950765289366 2.2842992357909671 2.0707791475579134 1.149534982396289 34.125441414536908 1.9907240963075299 1.8213795982301233 1.2296305596828458 2.9070060877129436 10.414622464450074 6.8485083617270011 2.0828436994925124 7.7241412070579827 13.358279352542011 53.562533045536838 7.4562671554740501 3.5836443388834596 1.293481344124302 1.623865836765616 17.740528297261335 9.2368987530935538 6.5699219731613985 8.0835545235313457 1.6688462346792219 1.3886791439726938 1.2735866904258726 4.3060762584209433 24.081192009150982 9.8482899032533151
leaf_count=659 32 54 95 33 38 583 28 14 9 30 64 105 38 53 91 650 68 38 65 78 325 285 135 177 18 20 4 17 149 79
internal_value=-8.66015e-05 0.000481039 -0.000587322 0.0360934 0.000586631 -0.000329707 0.0011329 -0.0808213 -0.0189962 -0.06472 0.00255831 -0.00410792 -0.0413371 0.00710026 0.0127137 0.00524113 -0.00408168 -0.0592774 -0.124972 0.00165985 0.00345397 -0.0175704 -0.000661899 -0.0328309 -0.0971086 -0.0711459 -0.0766623 0.0163233 0.0122531 -0.00641672
internal_weight=250.287 248.883 241.634 7.24897 239.35 235.369 231.169 4.20055 2.37917 4.89773 226.271 136.602 18.3243 9.80698 89.6688 76.3105 65.8959 12.3334 4.87713 118.278 116.654 44.2932 33.6676 15.9271 8.51735 10.6256 7.84351 72.361 68.0549 33.9295
internal_count=4034 3375 3288 87 3193 3161 3100 61 47 58 3042 2066 214 91 976 885 821 171 103 1852 1774 946 641 316 123 305 139 828 811 228
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=31
num_cat=0
split_feature=6 7 7 23 20 2 14 9 20 8 8 16 2 8 15 7 0 19 8 3 7 7 9 9 18 16 7 5 5 13
split_gain=1.29215 0.958498 3.03837 2.21994 2.28285 2.13122 2.04697 1.88441 2.33886 1.7174 2.37147 1.89412 1.94112 2.71534 2.13852 2.15203 1.86777 2.7909 1.77668 1.56149 1.58529 2.47982 3.86025 2.42026 1.99724 3.54962 2.85973 2.6686 2.25199 3.0195
threshold=5.1651206822000004 21.844899366700002 20.861906850000004 0.099855000000000027 44.756878345700009 315.94243452415003 121.25703220415001 52.553122989000009 44.421469061800003 9.5425530862500008 8.8430989333000021 22.744946812400002 60.327272492300004 8.7431769115000026 30.243446395250004 23.699538637550003 87.009258933850006 14.351157895250003 8.4434108459500017 93.980430866100008 22.721067571950005 23.109894804950002 195.94564826430005 194.04304600165003 13.927976454650002 22.454947490600002 23.822419043000004 21.991679690250006 20.911722254300006 117.51519334005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -4 -3 9 10 11 12 14 19 15 -9 17 -12 -13 20 -14 22 23 -22 25 -23 -26 28 -27 -30
right_child=1 7 6 -5 5 -7 -8 8 -10 -11 16 18 13 -15 -16 -17 -18 -19 -20 -21 21 24 -24 -25 26 27 -28 -29 29 -31
leaf_value=-0.10066372169692567 -0.073269913304260248 0.093456573565008777 0.11050612036928638 0.10508140598834048 0.049746126515832434 -0.10987953421942545 -0.096877193703145348 0.03748057328949108 -0.096582363050460807 0.06682453748802214 0.023410047654391308 0.10910515993568584 0.028216925202260209 0.057809019719340715 -0.14465390304514777 -0.10044428405533866 -0.0025365376783473871 -0.14331762222762207 0.00076544264920033831 -0.073137775646859277 -0.035910481868758455 0.07457463264944468 -0.13630771905346875 0.058647421364560519 -0.07812332203331955 0.017945150621086533 -0.00078278485790318037 0.028501233844027803 -0.12548306363171599 -0.0033366278680818048
leaf_weight=1.270941276801749 3.7564309660810995 2.2404176874551913 0.52033078670501609 1.9502654979005445 5.3921443239087239 0.98997804010286916 5.5805455184308812 2.8821608070284119 2.4154468526830888 4.0563068706542245 1.4463523682206849 3.2311953604221335 20.595531805302016 8.7901465594768506 1.8007029891014097 1.8621755184140054 4.5420169970020652 3.2826284719631076 2.8477211110293865 2.8028661231510332 12.282937238924207 9.6110254097729904 3.1517772059887639 3.4720035172067574 5.0348120178095987 6.2305061705410472 94.802600819035433 21.372945847921073 3.8942991718649846 4.2135760635137558
leaf_count=659 416 56 2 23 98 39 193 18 126 26 9 15 144 47 14 47 39 56 32 87 84 104 31 21 59 28 1397 120 23 21
internal_value=-9.3364e-05 0.000428236 -0.0216587 0.00737568 -0.0114191 0.0249854 -0.0791899 0.00219915 0.00128894 0.00235282 0.00115403 0.00335061 0.00170193 0.00348858 -0.0518711 -0.0166556 -0.0483357 -0.0923242 0.0583525 0.000941514 0.00206592 -0.00121686 -0.0352824 -0.0150722 0.00322009 0.0206294 -0.00468308 0.00611109 -0.0272639 -0.0620049
internal_weight=246.323 245.052 18.1897 12.0888 10.1386 6.38212 6.10088 226.862 224.622 222.206 218.15 208.879 202.8 196.255 6.54504 4.74434 9.271 4.72898 6.07892 187.465 184.662 164.066 18.9067 15.7549 145.16 45.3224 99.8374 35.7113 14.3384 8.10788
internal_count=4034 3375 771 576 553 137 195 2604 2548 2422 2396 2292 2245 2166 79 65 104 65 47 2119 2032 1888 136 105 1752 296 1456 192 72 44
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=31
num_cat=0
split_feature=13 16 16 19 23 21 21 0 22 23 7 21 23 6 22 15 19 22 19 21 16 20 6 0 5 20 15 10 0 0
split_gain=1.31127 1.02651 2.31282 0.919608 1.28152 1.27923 2.27512 2.26399 1.27649 1.10538 2.60891 2.50912 1.98072 2.25097 1.70797 2.25317 1.68977 1.57985 1.54031 3.17733 4.66244 3.63229 3.11001 3.32171 3.01647 2.72292 3.75408 2.48605 3.47557 4.16993
threshold=92.38617519475001 9.719977270450002 12.604970524100002 14.651182102100002 0.4381000000000001 1.0020322129000003 8.0341677368500015 86.756543869550015 0.27538000000000007 1.0000000180025095e-35 24.909276771700004 3.7576866553000006 0.080770000000000022 11.175261108200003 -0.016334999999999999 40.682889193900003 14.451165964200003 -0.037054999999999998 14.251149826300002 4.797392351550001 22.654947022900004 41.257403903850005 15.975373262050001 86.20003303655001 19.426367441400004 38.625745710700009 33.005488016050009 68.20618276945001 94.047642319350018 94.625660817400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 8 -5 7 -7 9 10 11 -4 13 -11 16 -16 17 -13 22 20 21 -20 24 -24 27 -21 -27 -14 -29 -30
right_child=1 2 3 5 -6 6 -8 -9 -10 12 -12 14 18 -15 15 -17 -18 -19 19 25 -22 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=-0.10040021230989754 0.080134434896170961 -0.10772070259778543 0.029377564571287141 0.08541461483334481 -0.088894225765135823 -0.13896131620640934 0.064107853040285601 0.026003197241692994 -0.056903623112453255 -0.065254810735943386 -0.11720118533553553 -0.019327969797855418 -0.077004977353070062 0.047292501234164237 -0.19206843738276216 0.10392770702905207 -0.099055691120334258 0.095322451487384899 -0.02804715993762873 0.082958283941893807 0.012611944194176064 -0.11973318690064932 -0.0062033639313544293 0.078991922406029036 -0.052347313809848799 -0.11076069201984635 0.0058770089147162771 0.07504167529426449 -0.11579899963238005 0.010051841576991622
leaf_weight=1.2956514500547189 1.6067044539377082 1.97906586062163 11.008136527496395 2.9867797307670099 1.6266733612865198 1.5765924062579872 3.4238855298608541 1.7614129446446893 3.8506465646205461 1.9921654143836374 2.3705879533663383 12.164892407716255 3.262118022888898 16.457121117040515 1.2472880351124285 0.32396831363439549 2.4004963752813628 1.3336589850950993 9.8221342451870495 4.174443617463111 11.951167639344929 7.7147228778339914 7.5550576632376787 11.608053080737589 9.5221201231470314 2.9384595975279799 45.302884289063513 7.7695489716716102 2.7804880039766422 49.563145784079097
leaf_count=797 20 230 265 19 25 31 17 10 78 124 56 203 37 201 108 3 23 15 63 26 91 107 117 61 229 28 328 66 45 611
internal_value=-6.74687e-05 0.000469541 -6.27466e-05 0.000830638 -0.000451306 0.0309098 0.00683462 -0.0519121 0.000182156 0.00116672 -0.0164062 -0.00801592 0.00398414 0.0351396 -0.0315778 -0.131039 -0.0217483 -0.00800049 0.000680039 -0.00929602 -0.0355556 -0.0683812 0.00955547 0.0454037 0.00013178 0.00547706 -0.00122759 0.00801675 0.0126306 0.00336666
internal_weight=243.37 242.074 240.468 238.489 228.74 9.74867 6.76189 3.33801 227.113 223.263 30.849 28.4784 192.414 18.4493 17.4703 1.57126 15.899 13.4986 173.964 81.9038 29.488 17.5369 92.0605 19.1631 72.8974 52.4158 48.2413 63.3753 60.1132 52.3436
internal_count=4034 3237 3217 2987 2910 77 58 41 2885 2807 673 617 2134 325 352 111 241 218 1809 643 261 170 1166 178 988 382 356 759 722 656
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=31
num_cat=0
split_feature=3 7 17 7 19 18 16 19 9 9 9 22 4 14 16 5 23 21 8 3 17 16 13 0 20 6 9 5 22 23
split_gain=1.2685 1.05204 0.984607 1.22251 2.00379 1.21751 1.90606 1.10506 1.07312 2.45975 1.26216 1.73873 1.29898 2.8237 2.78051 2.52724 1.54887 3.64495 3.30619 3.30132 3.32435 3.12124 2.95654 2.55086 3.0615 2.05776 3.43524 2.67615 1.89853 1.47928
threshold=71.961958777700019 28.8637720374 221.27458857605004 26.637125930550003 13.451085274650001 17.138111898250003 12.604970524100002 14.651182102100002 223.29399794390005 219.59809404590001 216.0493559571 -0.071864999999999998 244.52697497700004 245.89181903565003 22.674946976100003 24.218679034200004 0.092835000000000015 2.0976681454000006 8.1436447804000007 92.324340657750014 194.36188291790003 18.964955651700002 108.32604345015001 86.20003303655001 41.535369675400013 14.935348962050002 204.02774515060003 17.438757606550002 -0.59168499999999991 -0.41441
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 -2 8 9 10 12 -12 29 -14 16 -16 17 18 21 25 -21 -15 28 24 -24 26 27 -19 -18 -8
right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 11 -13 13 14 15 -17 22 19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10195398517314003 -0.10581469282010754 0.069162100344259833 -0.12376179693929086 -0.11781336881688956 0.040586292417450036 0.05929552129768946 -0.086961659656464019 0.034991121892849475 0.045084747682044318 -0.078450063032498477 0.08578521617784117 -0.018120111308807207 -0.14115302003324812 -0.10881886774633881 0.090528964409181178 -0.040430646514867108 0.027387914075610493 0.06274359427044493 -0.16215951776443005 -0.020211465089548533 -0.12669355837786586 0.087525090852980325 0.012489213584112376 0.034312498521966932 -0.11314133226964961 0.057159464001505636 -0.091564360379449927 -0.12503475390319416 -0.12340170564743091 0.0059597321876883394
leaf_weight=1.2154049621894945 1.6938421991653729 2.2087127182167015 1.391821042401715 1.2095799846574666 2.3506519170477986 3.5006373852957031 1.7376952396007102 9.0036149220541102 4.9886840553954235 4.1095894128084174 3.8751676538959146 2.7557428720174348 1.6523170745931555 1.8463086896808811 4.8892751839011899 2.1092837247997522 1.1874944157898424 4.8713054617401266 3.5212001595646143 11.406716869212685 3.9462522955145678 1.4419739739969371 5.490241842344405 18.497098622843623 2.999481912702322 7.1645240038633338 3.5471041863784194 0.89903217065148044 2.8127077115932506 121.74578324158212
leaf_count=643 294 35 34 36 38 80 97 74 52 59 29 31 30 61 47 29 11 165 57 168 80 13 24 97 44 42 77 33 81 1473
internal_value=-5.19524e-05 0.000466575 -0.000174591 -0.0442957 -0.0132296 0.000768425 -0.000129423 0.000660931 -0.000760232 -0.00183646 -0.000325641 0.0426032 -0.00173647 -0.0118139 -0.00902506 0.0510593 -0.015064 -0.0284193 -0.0948237 -0.0142154 -0.0475811 -0.0227183 0.00159148 0.0134838 -0.031897 0.0168648 -0.0141193 0.0334873 -0.0786385 0.00465212
internal_weight=240.069 238.854 236.645 4.95205 3.56023 231.693 228.192 226.499 217.495 212.506 208.397 6.63091 201.766 78.2823 76.63 6.99856 69.6314 38.6444 6.80948 31.8349 15.353 3.28828 30.987 26.9868 8.48972 16.482 9.31744 5.77034 4.0002 123.483
internal_count=4034 3391 3356 108 74 3248 3168 2874 2800 2748 2689 60 2629 1059 1029 76 953 696 131 565 248 74 257 165 68 317 275 198 92 1570
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=31
num_cat=0
split_feature=13 21 6 21 21 15 12 3 7 5 0 15 16 2 20 16 22 10 13 10 18 7 6 18 17 18 7 6 23 0
split_gain=1.09671 0.866703 2.12319 1.63334 2.82557 2.82148 1.75842 1.73305 1.70504 1.51424 2.12731 2.45621 3.81959 2.84379 2.07659 2.31826 2.02548 1.80213 1.46877 2.10843 2.41366 1.6685 2.78408 1.44948 1.36549 2.2576 4.16898 5.48723 2.16158 2.04598
threshold=92.38617519475001 3.2025200283000004 18.255426535100003 3.8781687083500005 3.4801976177500005 37.050691080100002 75.857705639900004 77.360382703650018 24.312940751750002 29.996566321350006 85.861287312150012 44.190294328500009 22.624947093000003 214.21704501460002 40.844669808050007 22.494947397000004 -0.072524999999999992 61.977025281250008 115.68166489510001 66.351146659450009 13.893471991850001 23.822419043000004 14.745344522600002 13.258241318650002 188.10488866565001 13.314799198000001 23.109894804950002 16.575387281250006 0.085895000000000013 85.812895065800021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 4 7 8 -5 -3 -6 10 17 12 13 14 18 -16 -13 -2 19 -12 -21 -22 -23 -9 29 28 27 -27 -26 -8
right_child=1 2 -4 6 5 -7 24 23 -10 -11 11 16 -14 -15 15 -17 -18 -19 -20 20 21 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.10036097652943439 -0.013327947757497315 0.11615349605498088 -0.10643705322882308 0.10059092017094154 -0.28008283875727003 -0.011808288625171859 0.0097741851756725957 0.077789132088696089 -0.10754200067789188 0.08128689238350563 -0.05685243205124111 -0.15109387482820383 0.095694752751094084 -0.065288432550352909 0.068467808061309685 -0.045428742919267052 0.0078256224142161344 -0.11661482979829883 0.071845505595685852 0.082203490034867266 -0.07190995459191929 -0.015247339264145305 0.058644669130241134 -0.045087813891545536 -0.025590028542916855 -0.14586408968985096 0.0033668403937444158 0.072951996134706584 0.049278739926420512 -0.037919932800323741
leaf_weight=1.0851708987611335 6.6665504912380111 1.0827859651762972 1.9927754264790554 1.7286115512251843 0.93791093444451723 1.9028130809310821 15.736709268530829 1.1927694836631415 1.4709820192074401 2.7948770185466847 5.7294315672479561 1.6292699414771052 5.5958602353930464 4.711500658420845 11.090182928368447 2.1303547993302336 1.579499877989291 2.262580543407239 2.9827356413006774 3.9495760798454311 2.9918803804321241 16.729703896213326 7.3344776974990955 4.9193774270825088 4.9339023302309242 4.1296326266601673 77.24237313773483 1.5862224178854374 17.656406069174409 20.993058257969096
leaf_count=797 197 10 126 12 24 23 297 10 36 45 43 24 44 136 141 12 18 118 14 21 34 231 44 126 54 78 840 10 124 345
internal_value=-6.12466e-05 0.000400567 -0.00387176 -0.00255747 -0.0388127 -0.102826 0.000339451 -0.00045172 -0.174721 0.00900802 0.00632825 0.012486 0.0168163 0.00915989 0.0157858 0.0501145 -0.0728666 -0.0395001 0.00435904 -0.00112058 0.00917793 -0.00148216 0.00727407 -0.0211087 -0.000878555 0.00490052 -0.00273131 -0.0851398 0.0329268 -0.0174856
internal_weight=236.77 235.685 157.506 155.514 11.5066 4.31171 144.007 7.19493 2.40889 78.1785 75.3836 66.4545 63.2457 57.6498 52.9383 13.2205 3.20877 8.92913 39.7178 36.7351 31.0056 27.0561 24.0642 6.11215 142.278 105.549 82.9582 5.71586 22.5903 36.7298
internal_count=4034 3237 2115 1989 229 83 1760 146 60 1122 1077 762 720 676 540 153 42 315 387 373 330 309 275 136 1748 1106 928 88 178 642
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=31
num_cat=0
split_feature=20 20 15 15 8 20 20 4 2 22 4 20 6 23 22 22 13 15 13 17 18 20 22 22 9 18 20 6 22 22
split_gain=0.919641 1.21117 3.21587 1.13023 1.70173 1.0904 1.0017 2.57104 2.91377 2.114 2.24921 1.59548 2.965 1.54996 1.4969 3.2186 2.01155 1.89324 2.02411 1.80011 1.76653 1.76049 3.1177 3.73216 3.11866 2.94499 1.95023 1.80301 3.99543 2.87092
threshold=32.051492741500006 35.419594101850009 23.292710050100002 35.517387705950007 8.1436447804000007 30.317390213800007 37.038444968100009 194.89319003730003 129.61088881085001 -0.081354999999999997 221.59709273005004 37.828051409500013 14.865347326450001 0.082935000000000023 0.23835000000000003 0.20949500000000004 95.862351557400004 21.092276343250003 103.23410375110002 215.47685507205003 13.659439901750002 40.241071441700008 -0.061874999999999999 -0.013805 210.65484416470002 14.224291663350002 40.563919884450009 16.465384711100004 -0.059424999999999999 -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=5 2 -2 4 -4 -1 7 -3 -9 10 -10 12 13 -8 15 16 -13 18 19 -18 -16 22 24 -24 -19 -25 -23 -28 -29 -30
right_child=1 6 3 -5 -6 -7 11 8 9 -11 -12 14 -14 -15 20 -17 17 21 -20 -21 -22 26 23 25 -26 -27 27 28 29 -31
leaf_value=0.010621706050500297 -0.11210533525758987 0.016068408966886466 0.082121815197434334 0.089120300308272671 -0.020743775959322482 -0.1576561618711535 -0.13853145147017051 -0.21636406775592887 0.10157426479308207 0.041032172831169424 -0.13999911025503511 -0.10646306201108774 0.088252097372724242 0.0094889492742177683 0.037811892292474863 0.11192493490238767 0.060694672289126998 -0.063864126108243643 -0.064478936331017853 -0.071643361740616057 -0.091242920210641495 0.039507693694016251 0.051920216081294379 0.0087753438013922335 0.018918595554636125 -0.10849211660315779 0.0069866194626514487 0.00076120460222936243 -0.1795105831751479 -0.046441597276466073
leaf_weight=0.7396434211404983 1.3914294460555527 6.0039926270255801 2.8094723154790682 4.3132110945880413 3.7613794542849064 0.80323190125636756 0.9323024168843389 1.1967632354935629 0.46690644277259696 1.8572270746808501 2.2083081151358783 1.8114267640630703 5.4588582525029778 2.932794498745352 1.483634513337164 2.531143930158577 11.360645141103303 18.963962316978726 1.8082405044697214 1.130096093751489 3.7202984303585254 12.760592358652501 9.9733125106431562 5.5006218627095205 5.9876882918179026 3.5068898610770702 79.582507846178487 27.958968796185218 1.9796950905583788 8.9560747593641263
leaf_count=122 112 100 39 25 29 60 43 25 5 28 82 683 48 48 19 25 205 196 80 23 115 94 49 37 64 45 1059 365 23 186
internal_value=-3.53252e-05 0.000475647 0.0310457 0.0493463 0.023238 -0.076985 -0.00122953 -0.0296587 -0.077579 -0.0409337 -0.0978372 0.000371535 0.0408015 -0.0262151 -0.00152262 -0.000101512 -0.00158391 -0.000581214 0.0344062 0.0487214 -0.0544496 -0.0034372 -0.0207642 0.00977916 -0.0439986 -0.0368803 0.00236308 -0.00163758 -0.0192835 -0.070531
internal_weight=233.891 232.348 12.2755 10.8841 6.57085 1.54288 220.073 11.7332 5.7292 4.53244 2.67521 208.34 9.32396 3.8651 199.016 193.812 191.281 189.469 14.299 12.4907 5.20393 175.17 43.9325 18.9808 24.9517 9.00751 131.238 118.477 38.8947 10.9358
internal_count=4034 3852 205 93 68 182 3647 240 140 115 87 3407 139 91 3268 3134 3109 2426 308 228 134 2118 391 131 260 82 1727 1633 574 209
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=31
num_cat=0
split_feature=6 9 9 9 9 4 4 6 22 22 8 22 22 20 17 9 21 23 21 23 22 16 22 13 9 10 0 6 3 20
split_gain=0.947401 0.800679 0.87284 1.28197 1.36099 1.26431 1.1928 1.14235 2.35187 2.39278 1.42654 2.17156 1.19891 2.61507 2.33059 3.69918 2.8202 2.90352 3.17417 2.61021 2.23103 2.72242 2.6612 2.18439 2.48325 2.5256 3.44479 2.23771 2.36024 2.24967
threshold=5.1651206822000004 233.77854820110002 223.29399794390005 219.59809404590001 216.0493559571 273.85977434290004 267.17106116560007 17.755414852450006 -0.075639999999999999 -0.30094499999999996 9.3427090425500019 -0.11347 -0.06483499999999999 41.092444989200011 197.71582798205003 207.69346988305003 18.593782865600001 0.082935000000000023 2.0523604381000005 -0.22900999999999999 -0.083424999999999985 22.644947046300004 -0.087234999999999993 117.80016990185001 198.96357396150003 61.982402197500001 86.479632682150012 14.845346859150002 83.326071295150015 41.257403903850005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -4 -5 12 9 -9 11 -11 13 -2 15 16 17 18 -15 -20 22 -22 -16 24 25 26 -14 28 -26 -29
right_child=1 -3 5 6 -6 -7 -8 8 -10 10 -12 -13 23 14 20 -17 -18 -19 19 -21 21 -23 -24 -25 27 -27 -28 29 -30 -31
leaf_value=-0.10058875111735471 -0.023642594893154359 -0.066253306487380967 -0.020670748914161211 -0.015550279053229289 0.039774104080490091 0.066553711326889822 -0.11576095111573677 -0.11733821516023833 -0.12801470020451419 -0.15515264272323187 0.1057299051938445 0.10517665320882071 -0.11425740185537331 0.087813717681975129 -0.024241358021987871 -0.13839154676244836 -0.10663195360515754 0.041334085773418711 0.0085481409082485554 -0.083353890348025123 -0.14784546175469326 0.0070680481819320245 0.097603721186732856 0.09995430806956726 0.020802560818209664 0.001617283770330097 0.027436509358932 0.071207330909530367 -0.060524480457465335 -0.012482753967735592
leaf_weight=0.93307690048823033 48.279497607436497 1.7892888922942791 2.5972056319005778 3.6265220469795159 8.6834174037212488 4.6140712688211352 1.7663157596252856 1.2303015384823082 2.1314232888398683 0.68010825593955793 1.7798462137579916 0.60587640851736113 4.7420817129313937 2.6801872085779896 10.537958477740176 1.4919673772528756 1.6676561943022523 35.167685276130214 6.9893501804326545 5.5401556847500713 2.7629327044123775 1.9246716052293775 2.1599120348691949 2.6163066187873474 16.274340248666707 32.581387480488047 2.688542116433382 13.506380800157787 4.5707340836524954 4.214128380874171
leaf_count=659 751 65 34 41 108 75 53 36 139 39 11 5 71 67 150 46 28 368 112 244 64 14 11 17 228 385 15 89 71 38
internal_value=-2.79797e-05 0.000380158 0.000902827 -0.000214816 0.000990275 0.035139 -0.0483723 -0.000638052 -0.0421355 0.000471365 0.0477477 -0.0325016 0.000692951 -0.0056907 0.00652981 0.01686 0.0213105 0.0255459 -0.0109595 -0.0320881 -0.025281 -0.0842399 -0.00351547 0.0100649 0.00707194 -0.0103809 -0.0629898 0.0251793 0.00296985 0.0513049
internal_weight=230.833 229.9 228.111 220.9 215.507 7.21128 5.39284 206.823 6.42756 4.29613 3.06583 1.28598 200.396 119.202 70.9225 53.537 52.045 50.3774 15.2097 12.5295 17.3855 4.6876 12.6979 81.1939 78.5776 40.012 7.43062 38.5656 20.8451 17.7205
internal_count=4034 3375 3310 3201 3107 109 94 2999 230 91 55 44 2769 1855 1104 865 819 791 423 356 239 78 161 914 897 471 86 426 299 127
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=31
num_cat=0
split_feature=21 21 16 19 7 18 2 19 16 22 6 23 22 22 13 23 10 0 23 5 15 16 10 2 22 9 8 23 9 19
split_gain=0.753792 1.78298 1.75101 2.25621 1.68792 3.18724 1.65704 1.57124 2.73606 1.51551 1.47895 1.31128 1.25551 1.54697 1.46484 1.17198 1.56155 1.81539 2.2126 1.86849 1.37195 1.14049 3.20993 1.41825 1.56198 1.95884 1.94897 1.27706 1.73363 1.25915
threshold=1.2199730554000003 1.3292934934500003 15.404963976500001 11.850956171350001 23.203497038450006 13.531614672700002 81.787075821300007 12.651020723000002 17.684958644900004 0.26941000000000009 15.760368238450001 0.09914000000000002 0.20949500000000004 0.22598000000000004 95.862351557400004 -0.089139999999999997 67.074341896550024 94.773526014550015 0.093580000000000024 18.128874633450007 30.807603489900004 15.584963555600002 72.752365468100024 186.79363985910004 0.059320000000000012 205.88909726980003 8.4434108459500017 0.093905000000000016 199.17419511990002 13.351077205700003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 11 5 6 -4 -6 -9 12 -8 -1 14 -14 -3 -10 -17 18 19 -18 -19 23 -23 24 25 27 -27 28 -16 -24
right_child=1 9 4 -5 7 -7 10 8 15 -11 -12 -13 13 -15 21 16 17 20 -20 -21 -22 22 29 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.06764800367953612 -0.12024202210317464 -0.10556019690603134 0.049657634449156773 -0.12239859409051271 0.11495912149697052 -0.17538832857127964 -0.13252594341899401 -0.11132540909093872 0.10095008055334641 -0.095868360572893718 -0.0062204603311295644 0.071896207888755878 0.115602088658493 -0.0085344876417218826 -0.031678771614202496 0.065004788284349385 -0.016125766055205892 0.083156842428400074 0.044519109412759522 -0.15773649623223102 -0.012615471837739973 -0.0015165066745204579 -0.099930235472270756 0.058954848519957338 0.056267774484485091 -0.10421140579852006 0.010375246457837932 -0.047826369909850258 0.070638674042938984 -0.016543881296603884
leaf_weight=1.1396983167505816 1.282901658094487 1.3635913560865436 4.7573028996121121 2.1037913322797976 2.2036222554743317 1.075142126996069 1.1207627590047193 1.3541879849508429 2.4090782105922761 1.7019913380499918 5.3641094348859042 1.6458670147112568 2.0304564363323143 1.9855722920037804 2.4552840229589545 6.8817791994661084 2.0429950030520545 3.6160535309463739 2.259730726480484 1.7129838662222026 2.5509102670475841 142.75446153240046 4.7236839891411355 6.3085412658983833 4.5664486910682163 3.4457095507532349 2.607697743922472 2.2975434814579785 5.0868639359250665 2.9366812668740749
leaf_count=248 27 662 46 103 10 17 18 42 9 82 190 44 13 37 131 78 16 30 17 26 22 1648 201 92 31 61 18 31 23 61
internal_value=-1.58117e-05 -0.00276046 0.0120412 -0.0442324 0.019408 -0.0108975 0.0048335 0.0343206 0.0265364 -0.00194252 -0.0280495 0.0148025 -0.00106687 0.0542275 -0.0023106 0.0352304 0.0269257 0.00541547 -0.0336691 -0.08071 0.0435415 -0.001516 -0.00490052 0.0175023 0.00472068 -0.01009 -0.0548496 0.0174463 0.0373301 -0.0679632
internal_weight=227.785 185.547 42.238 4.88936 37.3487 12.3173 11.2422 25.0313 22.8277 184.265 6.48487 2.78557 182.563 4.01603 178.547 21.4735 19.0645 12.1827 6.01571 3.75598 6.16696 177.183 150.415 26.7681 20.4595 15.8931 6.05341 9.83969 7.54215 7.66037
internal_count=4034 3118 916 395 521 271 254 250 240 3091 208 292 3009 50 2959 198 189 111 59 42 52 2297 1910 387 295 264 79 185 154 262
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=31
num_cat=0
split_feature=9 9 15 7 7 16 2 0 13 10 5 7 0 7 5 6 22 20 21 18 22 22 2 9 2 16 20 23 9 8
split_gain=0.702759 0.782674 0.971051 0.91263 2.36748 1.71911 2.23564 1.61684 1.89941 1.5069 1.80232 1.49408 2.10662 1.67923 1.57198 2.48497 1.35926 1.45967 1.37542 2.35819 1.88369 4.18722 1.76605 3.76566 3.48729 2.79111 1.7165 3.13532 1.60004 1.74408
threshold=233.77854820110002 228.88999534805001 50.314162856800003 22.105125139000005 19.716522186550005 22.744946812400002 53.810443956900009 76.451683855550016 116.35915634395 60.613977009100005 25.767562150000003 22.721067571950005 85.732241321850012 22.747724408400003 20.444185446200006 16.375382608200002 0.26941000000000009 38.064633603500006 3.2025200283000004 13.843998451900001 -0.053159999999999992 -0.093879999999999991 188.47750099235003 191.72037998490001 185.72519583365002 22.674946976100003 38.244973486750006 0.097970000000000015 191.29995577870002 8.543332867800002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 8 -1 -5 11 14 -13 -14 -11 -16 18 -18 19 -15 21 26 24 -24 25 -20 27 -21 -23 -30
right_child=-2 -3 -4 9 5 -7 -8 -9 -10 10 -12 12 13 16 15 -17 17 -19 22 20 -22 28 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.14970890646383755 -0.063915974901215741 0.06015370092272098 -0.082554356615260838 -0.11046293577675899 0.026196269247818895 -0.0030303876471611886 -0.10954081097903692 0.078798556988567636 0.018171132307470517 0.063287974537118624 0.093387103160898904 -0.098294256210893396 -0.095157131597629729 0.055584846725181852 -0.069082873733275707 0.024589651779406287 0.015972403580880243 -0.12145595999796333 -0.0065581996383242847 -0.13663164091734439 0.02845134531030561 0.035708571680670216 -0.10949404855364238 0.022572371683454766 -0.16216931132420512 -0.13201947233368391 0.034560139435912018 0.055210969995816428 -0.12568305658879861 0.013649906802844775
leaf_weight=0.84874169062823313 1.7079751897254016 2.1760672285454339 1.4195789254736144 1.1755976404529054 1.5593850873410682 5.0708912736736238 5.4689930505119264 3.145455100282561 3.2722612718353048 7.3160494396579479 2.1861079782247534 2.2175793424248686 1.8410583895165462 11.535101242363451 3.3794311456149471 17.483520228415728 1.3295470652519719 1.8458513653022235 72.085624106170144 1.8172104288241819 17.381111694558058 1.0244619025616 2.3061644466361022 33.837298889819067 1.5300511478562828 1.8179151043295849 10.82987064658664 1.6037333860294891 4.8094853041693568 1.104735182598233
leaf_count=132 77 25 48 42 12 45 458 53 133 98 14 87 14 124 39 128 61 67 983 112 259 35 327 322 21 14 141 28 122 13
internal_value=-1.48235e-05 0.000473683 -0.000113309 0.000419081 -0.0203112 -0.0474074 -0.0794248 0.0248063 -0.0164046 0.00242178 0.00308771 0.00208614 -0.00146996 -0.000181917 0.0234029 0.00941635 0.000878722 -0.0639144 0.00215124 0.0159148 0.00405085 -0.0159641 -0.00402953 0.0141458 -0.0127381 -0.00964436 0.0150544 -0.0466961 -0.0796706 -0.0996566
internal_weight=225.127 223.419 221.243 219.823 19.3657 12.0993 7.02838 7.26646 4.121 200.458 199.282 197.096 168.917 166.699 28.179 20.863 164.858 3.1754 161.683 50.1057 38.5706 21.1895 111.577 36.1435 75.4336 73.9035 14.2508 3.42094 6.93868 5.91422
internal_count=4034 3957 3932 3884 833 515 470 318 265 3051 3009 2995 2730 2643 265 167 2629 128 2501 834 710 451 1667 649 1018 997 281 140 170 135
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=31
num_cat=0
split_feature=0 22 16 18 15 20 6 12 6 0 21 22 3 14 0 5 5 21 6 10 0 10 0 10 20 2 10 6 20 22
split_gain=0.65422 1.26336 0.991666 0.867026 1.20053 1.1483 0.835871 2.92086 2.90259 1.39417 3.03034 2.62201 3.55044 2.29679 2.21015 2.71324 2.66851 2.09991 1.57698 1.25833 2.38757 3.74188 2.91929 2.09468 2.28669 2.17506 1.86499 1.94436 1.35771 3.04413
threshold=103.48144189910001 0.20949500000000004 16.484961451000004 17.323446153950005 16.701947052500003 41.741384785950011 13.65531905435 212.86469446750002 13.78532209185 94.047642319350018 7.0441631297000011 -0.15076499999999998 84.812788641250009 179.86971370815004 93.399723909900004 18.128874633450007 18.160071980500003 7.6056575014000005 13.915325129350002 68.910558799650019 90.407470010750018 66.590419433100024 91.937202686950016 65.611820673600008 38.400997490450003 128.12657635055004 60.613977009100005 21.760508430800005 40.241071441700008 0.13747000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5 7 -6 -8 14 11 -11 -13 -12 16 -16 -10 -17 -15 20 23 -22 -23 24 26 -25 27 -18 -26 -30
right_child=1 -3 -4 5 6 -7 8 -9 9 10 13 12 -14 18 15 17 19 -19 -20 -21 21 22 -24 25 28 -27 -28 -29 29 -31
leaf_value=-0.090633253184185247 -0.1116928516081141 0.068152264578620808 0.041797517337297849 0.07307178699540616 -0.0030837423861946778 -0.032766172343200888 0.065394093357225458 -0.10252546901548228 -0.10366755349200507 -0.10185650074079562 0.010719799988981786 0.025018623833537364 -0.090256487358781501 -0.0073846962398152792 0.094795067801746319 -0.075998261531173616 -0.1239690911929366 0.062597542163943684 -0.13519258232541959 -0.072427772344978367 0.098231875900951407 -0.082323326166498012 0.064650305689071846 -0.12037657722146991 -0.028476021165515078 0.0045394562444103104 0.056292126752918142 0.1066127469364978 0.0054387490221890523 -0.12730456720979164
leaf_weight=1.4618551285821002 1.9657379872514864 0.76327154529280949 0.53561469027772535 3.4951558109605676 20.90336057741661 1.4505514462944118 7.0747335772030047 3.4398161518620318 2.3967435844242564 2.3500194614753154 2.3526720991358152 19.408675396814946 3.0983696011826387 1.2388234660029409 5.7141668200492841 2.2888671159744263 1.2181298638461147 2.0927248634397984 4.374202374368906 2.188889331649988 6.4580730050802213 2.9225717773661017 2.5139266066253185 2.8843444585800162 16.657042925711721 2.6975588116329163 11.545479571213944 0.52258972823619831 84.23765632789582 1.7637524834135536
leaf_count=166 807 94 19 42 435 28 41 179 23 31 34 152 128 22 32 34 102 14 96 28 42 39 15 24 125 19 144 4 1080 35
internal_value=-2.69868e-05 -0.0444623 -0.078826 0.000636164 -0.000321353 0.04203 0.00030039 -0.0171354 0.00255806 0.000100977 -0.0185457 -0.00134506 0.0091496 -0.0722206 0.0042335 0.0493994 0.000929427 -0.00980248 -0.106985 0.00277805 0.00401187 0.0467708 -0.0143603 -0.00017322 0.00270742 -0.0600086 0.0417444 -0.054745 -0.00234479 0.00271639
internal_weight=222.015 3.26462 2.50135 218.751 213.805 4.94571 212.343 24.3432 188 180.925 32.8228 24.8571 22.507 7.9657 148.103 10.0958 138.007 4.38159 5.61303 135.61 133.421 11.8946 5.4365 121.527 115.945 5.5819 13.2862 1.74072 102.658 86.0014
internal_count=4034 920 826 3114 3044 70 2878 614 2264 2223 463 311 280 152 1760 80 1680 48 118 1657 1629 96 54 1533 1490 43 250 106 1240 1115
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=31
num_cat=0
split_feature=17 7 0 4 9 3 2 23 21 23 21 21 17 5 7 7 8 9 12 17 6 22 22 15 15 6 6 0 16 13
split_gain=0.98817 0.777602 2.00648 1.36685 1.14928 1.03741 1.17068 0.878478 0.782917 1.9243 1.52755 1.33324 1.24861 1.49666 1.19998 2.69427 1.65079 1.14052 2.51275 2.20483 2.27851 2.55654 1.90478 1.8502 1.41297 2.50109 2.09124 1.91458 4.08537 3.0267
threshold=159.58247398035004 19.078733418100004 75.462331263550013 387.60063489055005 68.155894387200007 108.56262776565002 93.57193670880001 -0.52484999999999993 1.2199730554000003 -0.11012 1.3292934934500003 1.0757446953500003 168.59667799010003 13.812766882300002 20.873561687950005 21.844899366700002 9.3427090425500019 186.68586460755003 209.59843599465003 190.94474013770002 16.395383075500003 -0.14654999999999999 -0.074349999999999986 37.491361913600009 20.903251014350001 13.65531905435 13.78532209185 94.047642319350018 18.964955651700002 108.80996591365
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 5 -3 -2 -7 -4 9 -9 -10 -11 13 -12 -14 16 -16 18 19 20 21 -17 -23 -22 -19 -26 -27 28 -28 -29
right_child=1 2 7 -5 -6 6 -8 8 10 11 12 -13 14 -15 15 17 -18 24 -20 -21 23 22 -24 -25 25 26 27 29 -30 -31
leaf_value=-0.11228641875261768 0.091477363881971058 -0.4440969620012955 -0.095465073864327177 -0.10392049473815644 -0.10178095230831569 0.11310162378277455 -0.10599126070957099 0.094330705613572208 -0.115295053942006 0.00093603495061045426 0.042389820376875179 0.067547081964933989 0.076577586677961329 -0.12674151261159478 -0.14293385113235299 0.054472736899203622 -0.0021731104575212433 0.033242476472808674 -0.12897554124181129 0.085954769783950419 -0.014763457121126406 -0.160358924153291 0.0072812725206905932 0.077637592203123634 -0.055593598556829618 0.055711388410653109 0.093910481791797701 -0.016859669876226314 -0.0030475543004356699 -0.12759242633216364
leaf_weight=0.78117845655651663 2.9907647719373918 0.10905788931995519 0.95554421172710036 0.56988489936338727 0.97418742126319557 0.38877146388404049 0.65439837134908885 2.7486673541134214 1.1856930615613226 31.060961044888245 0.76774094055872355 3.3266096627339712 2.0017482127295798 1.6426726811332626 2.1382237641955721 1.604332311952023 1.3650493128225205 10.255525737069545 1.0312722980452225 5.3075588174979194 3.7013197019696218 1.9479556942824299 1.0394464997225457 5.227718323469162 9.1991759802913275 6.0645425990223876 4.5578637272119513 18.785011230967942 93.377382778562605 2.8418375030159941
leaf_count=262 47 3 42 33 184 4 95 70 24 560 22 55 44 149 70 54 20 255 319 155 29 29 45 24 203 35 29 284 803 86
internal_value=-1.65181e-05 0.000386119 -0.000491846 0.0410474 -0.136244 0.0615274 -0.0243391 0.000201364 0.000634238 0.0138156 -0.00217834 0.0073799 -0.00140243 -0.0728715 -0.000391728 -0.00130641 -0.0880865 0.000536758 0.0230122 0.0313369 0.00989677 -0.0473484 -0.10203 0.0393349 -0.00253981 -0.00526159 -0.00157597 -0.00448175 0.00146483 -0.0314103
internal_weight=218.602 217.821 213.217 4.60382 1.08325 4.03393 1.04317 212.134 211.178 37.1362 174.042 34.3876 172.856 2.41041 170.446 168.444 3.50327 164.941 19.8596 18.8283 13.5208 4.59173 2.9874 8.92904 145.081 134.826 125.627 119.562 97.9352 21.6268
internal_count=4034 3772 3593 179 187 146 99 3406 3364 685 2679 615 2655 171 2484 2440 90 2350 655 336 181 128 74 53 1695 1440 1237 1202 832 370
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=31
num_cat=0
split_feature=15 23 21 5 16 19 17 23 21 21 22 18 0 5 2 7 23 6 18 20 20 7 0 21 21 23 7 17 6 22
split_gain=0.630803 1.6505 0.974404 0.856385 1.15254 0.74863 0.885018 0.845844 0.758981 1.61614 0.704696 0.763662 2.89059 2.03116 1.49217 1.23513 1.74532 1.65538 1.33269 2.04311 2.67564 1.18096 1.88569 1.75782 2.73443 1.71942 1.83765 1.68365 1.52239 1.5997
threshold=46.683480308100009 0.090390000000000012 1.6974749567000003 25.767562150000003 22.584947186600004 14.651182102100002 159.58247398035004 0.4381000000000001 1.0000000180025095e-35 8.0341677368500015 0.28584000000000004 11.928667296000002 78.626646483100004 26.429668882900003 319.18044405035005 22.105125139000005 0.10433500000000002 17.755414852450006 13.376114027300002 42.488347682450005 39.110279783550006 22.721067571950005 85.732241321850012 15.309137451250002 17.127134634300003 0.11334500000000002 23.051546669900002 193.96328872865004 16.415383542800004 -0.18231499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 6 -1 10 -7 -10 11 14 -13 15 -8 16 18 21 19 20 -14 -17 -23 25 27 -24 -27 -25 29 -26
right_child=1 3 -4 -5 -6 8 7 -9 9 -11 -12 12 13 -15 -16 17 -18 -19 -20 -21 -22 22 23 24 28 26 -28 -29 -30 -31
leaf_value=-0.1113457362086363 0.0031138867640507148 0.044427259232042306 -0.12552999169477172 0.06455782974252329 -0.074501395152537134 0.086806446978098195 0.068084432044096282 -0.076403324772699621 -0.034800974373014569 0.077157268584488209 -0.073019211309308232 -0.10727536671245604 0.036398793302506165 0.09403723202181688 -0.10842946060299943 0.023659632669895278 -0.12366986282149779 -0.092566376321477684 -0.11287741634448652 0.085387091731131209 -0.1540616782292841 -0.11415392201660893 -0.00066908304570416821 -0.17704585784108584 0.085562636181403209 -0.049518255897992462 0.045539034986484761 -0.013459888927786007 0.080363984189215865 -0.13456519424527422
leaf_weight=0.71250853434321371 0.82824867404997293 1.4422269947826865 2.0365334390662611 1.6982693802565334 1.8732357330154625 1.9086806662380684 3.5291300719836718 1.4273180336458597 3.0074045504443347 2.2569396756589413 1.2829607519670378 2.4600740505848071 1.7611534201423622 2.3588743758155024 0.55411456339061249 24.649693918938283 1.8254129923880098 1.8181081670336414 1.0884421473601831 2.077233822143171 1.2691216822713611 1.431498170713893 129.12322237709304 1.9033680279972025 0.49822442489676178 2.3497083559632328 15.122948733158408 0.93981448555132363 1.6064558923244474 0.97851483614067569
leaf_count=262 11 5 59 22 39 16 132 29 38 13 112 264 36 38 26 227 18 40 112 33 15 62 2142 27 16 14 125 38 7 56
internal_value=-1.16202e-05 -0.0277863 -0.0883372 0.00681171 -0.0227674 0.00104071 -9.34287e-05 0.000302803 0.0327846 0.013198 0.000854004 0.00133426 0.000430056 0.00181874 0.0441307 0.000664375 -0.0377317 0.00237142 -0.0124131 0.00899652 -0.0433687 0.00333785 8.41101e-05 0.00115629 -0.0522371 0.00331481 0.0327558 -0.122972 0.0129919 -0.0602981
internal_weight=215.819 7.87851 2.86478 5.01373 3.31546 207.941 200.768 200.055 7.17302 5.26434 198.628 197.345 193.262 190.802 4.08324 188.443 8.02136 180.422 6.19595 5.10751 3.03028 178.603 153.954 152.522 5.92638 146.596 17.4727 2.84318 3.0832 1.47674
internal_count=4034 136 70 66 44 3898 3831 3569 67 51 3540 3428 3270 3006 158 2968 214 2754 196 84 51 2714 2487 2425 144 2281 139 65 79 72
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=31
num_cat=0
split_feature=0 22 16 17 18 16 20 23 17 7 20 15 15 19 20 23 15 0 13 20 7 20 10 15 23 4 19 13 4 15
split_gain=0.562498 1.09559 0.884141 0.800533 0.697329 1.07217 1.00222 0.948918 0.726039 0.696098 0.690552 1.83798 1.08939 1.74544 1.04353 1.34925 1.02798 2.03478 1.98206 1.28264 1.25765 1.20134 1.51204 0.791881 1.72145 1.38114 1.52514 1.88323 1.09814 2.93796
threshold=103.48144189910001 0.20949500000000004 16.484961451000004 241.79519611995002 17.323446153950005 12.644970430600003 41.741384785950011 0.097015000000000032 221.27458857605004 26.637125930550003 35.419594101850009 23.292710050100002 35.517387705950007 12.551012654050002 33.96174662340001 0.079355000000000023 21.092276343250003 98.142164052000012 103.23410375110002 40.844669808050007 19.078733418100004 41.178189531300006 80.468240302450013 46.683480308100009 0.090390000000000012 372.47712237630009 14.351157895250003 116.53390612245002 309.28270023145006 38.884669609800007
decision_type=2 2 2 2 2 2 2 2 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 7 -6 -1 10 -10 11 -7 13 -13 15 -15 18 23 -12 -19 -20 -21 -23 25 -25 28 27 -27 -18 -30
right_child=1 3 -4 -5 6 8 -8 -9 9 -11 16 12 -14 14 -16 -17 17 19 20 21 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.11814863536427207 -0.11077386598174273 -0.10275597128836414 0.037705554346163628 0.12896031142709777 0.068695529188831844 -0.11309882894302636 -0.031650273859886731 0.011239158288538493 -0.11687053275767274 -0.0010229862206686002 0.050046109913336606 0.12378407121324618 0.076541857953777701 0.016308483348399811 0.015761200037024758 -0.16742543764618434 0.0017617401216701929 -0.11442049595322434 0.069721473403053444 0.056745392577094815 -0.1202537382425069 -0.11566838226710754 0.015109188117344258 -0.099274431612730821 0.0031341149864052616 0.050982975119208386 0.097217831401444382 -0.096207513012865911 -0.10778931363274176 0.0057555048748977426
leaf_weight=1.4368863508279894 1.7653206111572215 0.20798368961550284 0.51893035619286809 0.52658820152282715 3.3117373688146463 0.89247795520350237 1.4229970854939891 0.93607394630089391 1.0267632724717253 1.0481639178469775 8.5832096256781352 1.1361560998484472 4.1283593773841858 0.76043601345736511 3.8503951760940254 0.84249325841665268 147.36376215616474 2.3674607127904883 0.48338922025868569 1.3203814029693601 1.2485124055529011 1.9045138572691942 1.6500659361481664 2.507855027797631 4.7511151316575706 2.7092158803716297 3.1051445137709379 1.2799049518071113 3.417614770063663 6.8389903102070093
leaf_count=230 807 93 19 1 42 39 28 24 30 26 123 9 27 56 44 22 1652 86 17 7 91 81 6 68 65 85 35 42 100 79
internal_value=-2.05849e-05 -0.0428801 -0.0770427 0.0633531 0.000594586 -0.000279234 0.0385372 -0.0671084 0.000501131 -0.0583493 0.00110822 0.0247819 0.0362633 0.0110284 -0.0124633 -0.0802613 -0.000341987 -0.00210884 0.0303555 -0.0540318 -0.06723 -0.0247049 -0.0549603 7.78238e-05 -0.0322464 0.00150235 0.0446646 0.00375707 -0.000440323 -0.0320789
internal_weight=213.343 3.01882 2.28425 0.734572 210.324 205.589 4.73473 2.37296 203.216 2.07493 201.141 11.6103 10.7178 6.58948 5.45332 1.60293 189.531 179.216 10.3151 7.24242 1.7319 4.87496 3.55458 171.974 7.25897 164.715 7.09427 3.98912 157.62 10.2566
internal_count=4034 920 826 94 3114 3044 70 254 2790 56 2734 197 158 131 122 78 2537 2306 231 180 108 94 87 2126 133 1993 162 127 1831 179
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=31
num_cat=0
split_feature=5 2 10 18 16 23 7 7 2 18 3 9 0 12 19 2 21 15 5 22 6 8 0 8 21 21 0 3 20 22
split_gain=0.541586 1.8074 1.21318 2.02421 0.950498 1.8059 1.06807 2.41622 1.70583 1.33522 1.50027 1.48648 3.04293 2.5308 1.4839 2.43675 2.18786 1.30291 3.97558 1.23417 1.21287 1.07797 1.56888 1.42338 1.1543 1.94089 1.47262 1.7134 3.18015 6.05479
threshold=32.00428233840001 336.30232460240001 60.613977009100005 11.862896247150001 22.744946812400002 0.10301500000000002 22.105125139000005 19.716522186550005 53.810443956900009 12.722397935550001 93.980430866100008 187.94830913940004 85.732241321850012 209.59843599465003 14.451165964200003 128.12657635055004 12.957322271500002 40.42701969085001 20.911722254300006 -0.62218499999999988 18.195425133200001 8.8430989333000021 87.278104746850019 8.7431769115000026 16.172025809700003 19.928892922550002 85.812895065800021 93.281431752200021 40.636252116050009 -0.086139999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 7 -4 -9 -8 11 13 -13 14 15 16 17 18 -11 -10 21 23 -23 24 26 -26 -14 -28 -29 -30
right_child=1 -3 4 -5 5 -7 9 8 19 10 -12 12 20 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 27 28 29 -31
leaf_value=0.017450118233929859 0.093524772694265693 -0.10611300295357456 0.073126571454470976 -0.095332538911075931 0.090297705991363997 -0.020247634081685187 0.12639430862815379 0.0241327383506609 0.10484597319299752 0.02648484413027237 -0.07655632925422412 -0.12377104023361732 0.056415995176136768 -0.13177929782336714 0.07537311414054014 0.067212835827633724 -0.12987047695102516 0.11025661836336589 -0.19268948550018922 -0.11778934376148409 0.086350728797359028 -0.10361487291517738 -0.00075994908296547 0.042158629871267547 -0.13941148706891637 0.03606133215469081 0.0017003490289319119 0.03189020037784026 0.021304917885962265 -0.13049452339590858
leaf_weight=2.947967490355949 1.9119841744541184 0.59449670743197192 1.509189331321976 3.4581554569303989 3.2547862632200113 2.7067675925791264 0.84525271062739094 1.4272614270448682 0.26661664247512762 4.539743138913769 2.4978736562188706 2.0170155307278028 4.4173557814210644 0.95973487786250089 6.1229546084068707 5.5137549892533562 1.4597772593551779 1.0052012801170347 1.0121111348271368 3.7667015198967424 1.6036264859139908 2.4767966493964186 3.695981228724122 7.8195056840777388 1.5396859673783176 1.0673057699750641 124.81200688134413 5.0743085257709017 4.6618631295859805 6.0215784693136802
leaf_count=152 49 39 40 199 25 20 3 12 2 130 95 50 19 417 45 292 23 5 13 374 11 26 38 44 30 18 1750 27 27 59
internal_value=-3.29527e-05 0.0461739 -0.000588426 -0.0434323 0.000769664 0.040106 -0.000425981 -0.0388704 -0.0698241 0.000990514 0.000427648 0.0014625 -0.00169681 0.0267831 0.0345261 0.0160418 -0.0191523 0.00549657 -0.013471 -0.103072 -0.000187986 -0.00104682 -0.04203 0.000580966 -0.00162181 -0.0675727 -0.000435957 -0.00222251 -0.0332942 -0.0642548
internal_weight=211.007 2.50648 208.501 6.40612 202.095 5.96155 196.133 6.96977 5.46058 189.163 188.318 185.82 165.207 20.6133 19.6535 13.5306 8.01683 6.55706 5.55185 4.03332 163.19 161.586 6.17278 155.414 147.594 2.60699 144.987 140.57 15.7578 10.6834
internal_count=4034 88 3946 351 3595 45 3550 428 388 3122 3119 3024 2099 925 508 463 171 148 143 376 2049 2038 64 1974 1930 48 1882 1863 113 86
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=31
num_cat=0
split_feature=9 7 0 9 15 19 23 6 22 22 8 21 7 0 5 15 21 7 7 16 22 18 3 9 3 2 17 5 15 19
split_gain=0.534326 0.711968 1.05851 0.644399 0.735561 0.730207 0.98742 0.746278 2.12667 1.78274 1.45854 1.081 0.687327 1.96458 1.45214 1.08352 1.94566 0.905666 1.65357 1.34403 1.27313 1.18141 1.026 1.15438 2.33952 2.13829 1.526 1.63553 1.49288 1.10578
threshold=233.77854820110002 28.8637720374 104.60521739760001 228.88999534805001 50.314162856800003 14.651182102100002 0.088220000000000021 17.755414852450006 -0.075639999999999999 -0.30094499999999996 9.4426310644000022 3.1271457700000007 19.078733418100004 81.446839061900008 25.767562150000003 46.683480308100009 15.285239689500001 22.061824394000002 20.861906850000004 22.724946859200003 0.048475000000000011 12.722397935550001 93.980430866100008 187.94830913940004 93.870204082750021 189.28685862455004 188.19076296340003 22.783584484750005 37.870720399650004 14.451165964200003
decision_type=2 2 2 2 2 2 2 2 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 7 -7 12 9 -9 11 -11 -1 -14 15 17 -17 18 -15 21 -20 -19 23 25 -25 26 27 28 -23 -28
right_child=1 2 -4 -5 -6 6 -8 8 -10 10 -12 -13 13 14 -16 16 -18 19 20 -21 -22 22 -24 24 -26 -27 29 -29 -30 -31
leaf_value=0.04263749102151735 -0.11865940414700621 0.10963594571634633 -0.14322260653935753 0.057714292409256122 -0.079005479086671035 0.076662835023552048 0.00024852910321416393 -0.10938028460122912 -0.12156392042674127 0.061806458788543163 0.099248093060517129 -0.14925923476744757 -0.12146436405509831 0.046268414904823162 0.10745750551611864 -0.12087325353176658 0.027048012270093305 0.12335899012721573 -0.094153504345171432 0.069798659844398078 0.075738577772051063 0.0082764495285022315 -0.079150352793514844 -0.00076097938576660102 -0.12369664341525917 -0.13128959652073072 0.027278362634064135 0.11275952054496095 -0.095386351054188495 0.095005940244928533
leaf_weight=3.7526254422846241 0.86934981402009615 0.44835861027240753 0.26247043962939642 1.9438327196985472 1.1756871677935112 2.9042928148992351 4.0479940029326826 0.97740818513557348 1.9389393395395007 0.45113147341180626 1.8576575238257644 0.52509685175027698 1.3349551539868105 1.6323317666538049 1.2556630356702942 1.9903872434515499 1.6072656419128177 0.7826618030667295 3.5391250187531114 2.8682422870770088 0.50389054557308544 6.5615134413819813 1.6134244060376648 148.24242006687564 1.5643326817080367 0.85442411768599313 5.2713394368183781 1.1665716618299473 1.7623904980719087 4.442134577780962
leaf_count=122 20 2 55 25 48 24 45 42 141 31 17 13 235 77 16 60 11 3 154 23 19 211 51 1840 34 423 236 4 17 35
internal_value=-3.41704e-05 -0.0579631 0.0162691 0.000408968 -0.000135407 0.000320368 0.0321703 -0.000806526 -0.0363008 0.00707557 0.0472412 -0.0517222 0.000263487 -0.000586886 0.000282271 -0.000447524 -0.0547888 0.000633759 -0.0386816 0.00190784 -0.0729795 0.000777418 0.000217931 0.000971792 -0.00204472 0.0235007 0.0303876 0.00186925 -0.0136717 0.0582513
internal_weight=208.148 1.58018 0.710829 206.568 204.624 203.448 6.95229 196.496 5.75023 3.81129 2.83389 0.976228 190.746 186.993 185.658 184.402 3.59765 180.805 5.67535 175.129 4.04302 172.261 171.479 169.865 149.807 20.0584 19.2039 9.49048 8.3239 9.71347
internal_count=4034 77 57 3957 3932 3884 69 3815 244 103 61 44 3571 3449 3214 3198 71 3127 250 2877 173 2854 2851 2800 1874 926 503 232 228 271
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=31
num_cat=0
split_feature=17 15 21 21 8 16 15 6 22 9 19 20 9 17 20 23 7 6 23 7 13 8 4 21 17 20 20 17 3 22
split_gain=0.562501 0.720967 0.57746 1.48939 1.90611 1.42896 1.41795 1.12146 1.20504 3.08919 2.03126 1.49669 3.05136 2.62748 1.82896 1.60281 1.47339 2.07717 1.82408 1.81076 2.90863 1.34313 1.34222 1.31805 1.18861 2.56776 1.5173 1.90437 1.81433 1.5002
threshold=160.21442126885003 35.098844929350008 3.2025200283000004 3.8781687083500005 8.1436447804000007 22.824946625350005 37.050691080100002 16.565387047600002 0.086310000000000026 198.96357396150003 14.451165964200003 38.748048509250005 194.04304600165003 182.96786557845004 39.184300550350009 0.088075000000000028 22.381996090050006 16.475384944750001 0.093160000000000034 22.721067571950005 117.56896250265002 8.8430989333000021 253.42216146380005 6.9016076392500008 188.10488866565001 41.605323437500005 40.241071441700008 196.70243143610003 85.63276837105002 -0.117885
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 7 -6 8 11 10 -10 12 -5 -14 -13 -15 17 18 -16 20 -18 24 -11 -17 25 -21 27 -26 -29 -27
right_child=2 -3 3 5 6 -7 -8 -9 9 22 -12 14 13 15 16 23 19 -19 -20 21 -22 -23 -24 -25 26 29 -28 28 -30 -31
leaf_value=-0.1116620448829842 0.0081753033115204848 0.10691900465581386 0.015150566951544403 0.071855072192015854 -0.12027313141881231 -0.11092286249880577 -0.028623685773897206 0.029319629216857601 -0.15722251031943046 0.082820495012684459 0.021443167921389221 0.077726525757965445 0.042141928432068203 -0.21255989585843521 0.018016099798260542 0.015045812968855385 0.089514951996261916 -0.14548273499762979 -0.14239056481784462 0.004136170263853464 -0.026791799172289795 -0.085045391787468269 -0.045914540267379053 -0.12847278169061371 -0.080407081201384706 -0.00017738766394933433 0.011757129845157572 -0.055948602917300153 0.089068927779660731 -0.13109856764911984
leaf_weight=0.85969719861168303 64.446994539845036 0.18302658200263977 4.0853591984487121 1.7213703689340025 3.1597817596048117 1.1567259307485063 3.624513617833145 12.389588735299183 2.4841579546919088 1.8100977595895531 0.85546170827001322 3.1956473769387221 1.3124574196990577 1.2927794998977331 3.727906864398391 0.98715330287814174 5.7648407189408299 1.5765634463168678 0.87539390334859479 8.7450903051649203 3.4292590436525643 1.8429047721438099 1.4656945242895743 1.8191105954465454 4.2271108850836745 1.2557634753757145 61.192355785693508 1.6547216936014595 1.8025292884558437 2.888410543644568
leaf_count=277 1364 1 155 43 70 31 50 214 151 15 9 35 13 27 138 17 66 46 19 63 26 22 29 58 35 86 813 48 13 100
internal_value=-3.38317e-05 -0.0732951 0.000339191 -0.00325924 -0.0388134 -0.000274363 -0.0713094 0.000723094 -0.00233314 -0.0437774 -0.111456 0.000175022 -0.0441124 -0.0810011 0.00326664 -0.12043 0.000862709 -0.0464166 -0.0124879 0.0040111 0.0461343 -0.000621008 0.0252203 -0.0779876 0.00128181 -0.0265894 0.0064975 -0.0353861 0.0196601 -0.091427
internal_weight=205.832 1.04272 204.79 140.343 10.8697 129.473 6.7843 128.316 115.927 6.61541 3.33962 109.311 7.13287 5.4115 102.178 4.09904 98.9829 6.17986 4.6033 92.803 9.1941 83.6089 3.27579 2.80626 81.766 12.8893 68.8767 7.68436 3.45725 4.14417
internal_count=4034 278 3756 2392 275 2117 120 2086 1872 204 160 1668 158 115 1510 102 1475 203 157 1272 92 1180 44 75 1158 249 909 96 61 186
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=31
num_cat=0
split_feature=10 7 3 5 10 21 10 10 16 7 22 18 23 18 3 7 6 8 0 2 8 17 10 9 21 7 6 0 9 21
split_gain=0.503303 0.703668 1.26793 0.735431 1.73856 1.54756 0.804344 0.753647 1.09513 0.939512 1.60335 1.12017 1.22469 1.06391 1.08807 1.1237 0.984414 1.10676 1.72804 1.077 1.50268 1.36329 0.895643 2.0481 2.40333 1.66586 1.70795 3.9642 1.37268 1.00835
threshold=54.879495816850003 19.078733418100004 103.48681881535002 31.312564341900003 60.613977009100005 0.66785492670000013 61.049507226200006 61.622148808000013 22.744946812400002 22.105125139000005 -0.10423499999999999 13.390703749000002 0.097450000000000023 12.722397935550001 93.980430866100008 22.181995028450004 18.195425133200001 8.8430989333000021 87.278104746850019 60.327272492300004 8.7431769115000026 183.19621122360005 61.977025281250008 195.10791980860003 9.1912342607000017 22.721067571950005 16.375382608200002 89.415428960600011 188.63457064660003 3.2747793567000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -8 9 10 11 12 -9 -11 15 -15 17 19 -19 21 22 -17 23 28 -25 26 27 -24 -21 -27
right_child=1 2 -4 -5 6 -7 7 8 -10 13 -12 -13 -14 14 -16 16 -18 18 -20 20 -22 -23 25 24 -26 29 -28 -29 -30 -31
leaf_value=-0.10516960447091546 0.044591749306066852 0.057751324493660529 -0.10837179949414065 0.074174694727176582 0.09800120020620795 -0.12396658113579723 -0.067153136211641817 0.066724068878450768 0.05731632132700723 0.12154740520352576 -0.12014937634485401 -0.11181203747876126 -0.086385065253361093 0.090630821125873839 -0.06836389976485549 0.02192012487829717 0.08318033875545898 -0.10857636698744343 0.0015073477717491605 -0.010960808309429037 0.047075589465765247 -0.085452970313342064 -0.15567635315463521 -0.053004690446972869 0.054974056124579111 0.011938253968873335 0.06128626482751455 0.047946593215329909 -0.10946401785396587 -0.0065920417298541787
leaf_weight=0.45438814803492178 3.5079897590621831 0.61167724244296495 1.0854622234473925 1.3278182027861465 0.84401302243349974 2.00432664033724 1.6487860314082343 2.0135540760238664 3.3620272218249729 0.72832998633384605 1.7497735653305415 0.7394397078314795 0.7054587798193096 1.3975727720535349 2.2695326728280625 1.9173149002017442 1.4324419274926175 2.374786330619826 3.5689872275106609 2.4130151155404738 7.3248219219967714 3.0853523151017725 1.3730098599335168 3.6238493714481574 4.7804489792324603 44.283080366876675 9.1176550567615759 3.1487010827113409 3.4195224612485617 87.178044703687192
leaf_count=125 122 9 207 15 14 75 21 97 24 2 109 91 8 18 93 17 11 30 38 17 44 56 18 40 20 919 72 68 33 1621
internal_value=-4.22193e-05 0.000193052 -0.000587538 2.02912e-06 -0.000497616 -0.0814771 0.000591552 0.000167009 0.000745096 -0.000263117 -0.0421451 -0.00267948 0.0269993 0.000926018 0.000445184 0.00131066 0.000613433 -5.24823e-05 -0.0424757 0.00141639 0.00278869 -0.0443013 0.0007528 -0.0231824 0.0084147 0.00310125 0.0363662 -0.0138832 -0.0687116 -0.000350055
internal_weight=203.491 203.037 199.529 198.443 197.116 2.616 194.5 193.656 192.007 188.645 5.20823 3.45845 2.71901 183.436 182.708 180.439 179.041 177.609 5.94377 171.665 166.662 5.00267 159.337 14.2368 8.4043 145.1 13.6394 4.52171 5.83254 131.461
internal_count=4034 3909 3787 3580 3565 84 3481 3467 3446 3422 305 196 105 3117 3115 3022 3004 2993 68 2925 2852 73 2808 110 60 2698 158 86 50 2540
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=31
num_cat=0
split_feature=13 16 16 19 10 15 10 9 22 0 9 9 6 16 18 5 18 5 21 9 7 15 16 6 2 17 2 20 9 22
split_gain=0.561971 0.634808 1.41681 0.480229 2.00016 1.49261 2.3928 1.20688 1.77552 1.84768 1.23085 1.31174 1.41668 1.05201 1.73372 0.982307 1.26804 1.26229 0.974547 0.998815 0.766269 0.761992 2.75271 2.27117 2.78666 2.22168 2.11629 2.70744 1.44391 1.37533
threshold=92.38617519475001 9.719977270450002 12.604970524100002 12.651020723000002 72.752365468100024 24.273602154900001 75.499969677400017 210.65484416470002 -0.088224999999999984 99.470262368500016 210.33238511570002 206.75106037490002 11.075258771650001 15.454963859600001 15.788786379500001 16.424511567200003 13.919698996450002 16.903404623850005 10.959760372700002 192.57902085675002 24.607636026300003 28.626568391100005 18.684956306450005 15.035351298550003 80.683647763550013 191.46721301340003 78.595990734650016 39.337369931850013 204.68881850780005 -0.083064999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 15 18 -7 10 -9 -10 11 12 -4 14 20 16 -5 -17 19 -6 -14 23 26 24 -19 -25 -23 -28 -24 -30
right_child=1 2 3 4 5 6 -8 8 9 -11 -12 -13 13 -15 -16 17 -18 21 -20 -21 -22 22 28 25 -26 -27 27 -29 29 -31
leaf_value=-0.10027768369453414 0.075286596887049029 -0.10637422138331548 -0.10496414858442867 -0.013470710058251529 -0.00074120824675311104 -0.08092098557332511 0.047637949518745698 -0.095391523988761218 0.078251509756058116 -0.064422303832563699 0.12954996279365072 -0.049271987398134716 0.010639310466789537 0.076543449258590579 0.064005074661345127 -0.076393598777652602 0.085462135018929686 -0.015657137628842788 0.02112497895630662 -0.10941170499906189 -0.058103237001586677 0.10518669399125187 -0.0044021927394470809 0.010008487334541169 0.10490740322087477 -0.13134926969856664 0.039048022268719715 -0.12773015484096814 0.038572341461467 -0.0013561472370562395
leaf_weight=0.55768766684923221 1.1210018698475313 1.2484068101621222 0.76565873273649643 2.2369382758624843 1.0404142148327062 2.4221653689164668 3.598923903045943 2.3162094505969435 2.0898706810548897 1.6046261084266005 1.0502324402332295 2.5013998411595812 5.0540747311897594 4.3431207646499379 5.1620487114414573 2.1273736860603085 3.0784735979977995 3.1269633211195451 0.93764098378596816 4.5213394868187606 2.3875812292098999 0.63495361618697543 96.146567180840066 5.0143765562097533 4.9548566468292847 1.4286059187725184 1.278780245920643 4.0756769336294383 17.992919859010726 16.571923003124539
leaf_count=797 20 230 142 32 53 61 80 45 15 31 2 35 118 145 55 35 22 26 41 120 30 4 964 313 34 22 29 181 158 194
internal_value=-3.34614e-05 0.000244904 -0.000176312 0.00049171 -0.00147177 -0.0399513 -0.00407877 0.0128154 -0.0267498 0.0162842 0.0239992 0.0185152 0.0280883 0.0340996 0.0194739 0.00156464 0.0438272 9.97641e-05 -0.0731839 -0.0890832 -0.0114161 0.00117584 -0.001138 0.0229526 0.0582594 -0.0213348 -0.0674297 -0.0878993 0.0018996 0.0194288
internal_weight=201.391 200.833 199.712 198.464 171.189 12.5205 6.02109 27.2748 6.01071 3.6945 21.2641 20.2139 17.7125 16.9468 12.6037 158.668 5.31541 153.353 6.49939 5.56175 7.44166 151.226 136.701 14.5248 8.08182 6.44298 5.98941 5.35446 130.711 34.5648
internal_count=4034 3237 3217 2987 2369 355 141 618 91 46 527 525 490 348 203 2014 54 1960 214 173 148 1925 1530 395 60 335 214 210 1316 352
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=31
num_cat=0
split_feature=6 22 20 8 16 9 8 3 5 10 21 15 23 19 16 2 5 17 5 2 3 18 5 16 2 17 15 6 6 22
split_gain=0.456454 0.528033 0.527728 1.69801 1.05392 0.922088 0.914994 1.11789 0.779842 1.6176 0.793503 0.666423 1.67675 0.920686 0.775297 0.774505 2.22274 0.977381 2.29473 1.99095 1.14228 0.997773 0.896853 1.03101 1.4928 0.682899 1.06273 1.01397 1.41905 1.9386
threshold=5.3251244207000008 -0.62218499999999988 47.927946529500012 5.9453602998000008 21.094950670800003 66.346857137250012 7.1444245619500011 75.962384475800022 29.996566321350006 60.613977009100005 0.66785492670000013 46.683480308100009 0.090390000000000012 14.651182102100002 22.614947116400003 309.00014058725003 20.374719724350005 208.33805927010005 18.946524085150003 171.03679643640001 82.081315180750025 16.869810935650005 13.264960807550002 14.464966174600002 90.745765132650021 175.0619478289 20.520114807950005 13.65531905435 13.78532209185 -0.50001499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4 -5 -8 9 10 -9 13 -13 15 -14 17 -17 21 19 20 -19 22 -11 24 -24 -25 -27 -28 -29 -30
right_child=2 -3 5 6 -6 -7 7 8 -10 11 -12 12 14 -15 -16 16 -18 18 -20 -21 -22 -23 23 25 -26 26 27 28 29 -31
leaf_value=0.084351690548232938 -0.10214532937800054 -0.10545824604106012 0.055361523833070352 0.081405713866469456 0.04487803434687241 -0.040217735233400095 -0.088264801869982215 0.01981355124185533 0.06719313577165735 0.061153696680503633 -0.12116258042189709 -0.11542154699645804 0.035526901212342414 0.041342712210372473 -0.051014939844622131 -0.087243761992987348 0.079508331527557846 -0.1109065776539811 -0.11091006165917378 0.041767088040909582 -0.011165610791120871 0.064933626126600016 0.0088440049631535091 0.047738897096801763 -0.11537522799279708 0.066005014689759264 -0.037429760936473933 0.054694622184153302 -0.079921488695689824 0.001028875775134342
leaf_weight=0.18114140228135511 2.5191998017835426 0.76776646537473325 4.0039662084018337 1.3924828522431187 0.60457932204008091 1.3495693661971015 1.4226088159484778 0.53057957813143675 1.7482327362522472 2.4303562650457016 1.6131829232908783 1.7094235882395867 2.6336040678434074 5.8172259638085952 1.7055868963943792 1.0346203022636462 3.5155265834182501 1.8733671768568436 2.596343874000012 4.6671078419312835 2.9663555757142603 2.4727026600157833 2.008335857186466 3.0952944073360404 1.8666154564125461 2.4168964978307477 7.1980317812412968 4.7641967423260203 3.0301390327513067 124.88756978907624
leaf_count=35 708 637 62 83 5 34 286 7 20 23 64 61 27 48 37 31 60 60 47 72 23 25 64 46 83 20 111 30 35 1190
internal_value=-3.3903e-05 -0.0692246 0.000297902 -0.000563276 -0.0736903 0.031267 0.000642833 4.46485e-05 0.000717973 8.92218e-05 -0.0862711 0.00110261 -0.0315363 0.00222025 0.00151028 0.000887975 0.041592 -0.000225909 -0.0275894 -0.00483425 -0.0497735 0.00192227 0.00089517 -8.59554e-05 -0.050994 0.00127083 0.000260042 -0.000875923 0.00110713 -0.000888692
internal_weight=198.823 0.948908 197.874 192.52 3.12378 5.35354 189.396 188.004 186.581 184.833 2.14376 182.689 6.04861 176.641 4.33919 170.823 4.55015 166.273 12.1032 9.50683 4.83972 154.17 151.697 149.267 3.87495 145.392 142.297 139.88 132.682 127.918
internal_count=4034 672 3362 3266 713 96 2553 2470 2184 2164 71 2093 125 1968 64 1920 91 1829 202 155 83 1627 1602 1579 147 1432 1386 1366 1255 1225
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=31
num_cat=0
split_feature=6 0 6 0 17 23 15 22 0 10 3 20 10 8 3 5 6 0 17 18 16 21 20 19 23 20 18 23 21 18
split_gain=0.459452 1.62481 3.26441 2.08367 2.29102 1.63309 1.6044 1.5275 1.17947 3.5858 2.75761 1.7132 2.29201 2.13663 1.91562 1.79392 2.17704 1.6035 1.56872 1.52403 1.37972 2.55241 2.16412 2.3525 2.47006 2.17669 1.90785 1.85497 2.00121 1.64492
threshold=14.845346859150002 93.399723909900004 15.155354102400002 94.047642319350018 187.28691448030003 0.43162500000000009 45.169600924000008 0.20949500000000004 90.297243227400017 66.590419433100024 89.695028606150018 38.400997490450003 63.353515844050008 9.3427090425500019 91.017750006350013 21.500664456800006 15.785368822600002 91.937202686950016 204.49254535040004 13.012604996900002 22.614947116400003 2.7968392888000007 41.898943182100005 14.351157895250003 0.095750000000000016 41.178189531300006 13.793345552600002 0.12084500000000002 5.4349223666500004 13.531614672700002
decision_type=2 2 2 2 2 2 2 2 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 7 -3 -5 8 -1 -2 10 -10 -4 15 14 -14 -13 -12 -17 -11 20 -18 21 -16 25 -24 -25 29 27 28 -23 -22
right_child=1 3 5 4 -6 -7 -8 -9 9 17 11 12 13 -15 18 16 19 -19 -20 -21 22 26 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0051392019816622302 -0.1409690294662618 0.077543515986721268 -0.12786510594652226 0.061937767125535205 -0.097932074166826324 0.099464146472759682 -0.15802422840605973 -0.0089855903900270661 0.079948853181234347 -0.08037529967298486 0.088011759304421011 0.085216908559681975 -0.1320222445448003 0.010968031147782838 0.075262953760593332 -0.099132150408929698 -0.01733405006370636 0.034615366848651768 -0.081998435055289878 0.080492518436352259 -0.033662161031818419 -0.039198023735843107 -0.14196187734239543 0.011647919650563469 -0.10738114232050791 0.034921574686435058 -0.073268725339964466 -0.093911079273330977 0.028584091630192654 0.048980995025299824
leaf_weight=67.168664764481946 2.3456310655456032 6.2271693963557464 1.70334231853485 1.7893420755863192 1.7962226620875297 1.736755959689616 0.69349664822220702 1.4004079410806296 6.6538391113281232 2.8967691026628017 4.251296788454054 2.5151846334338179 2.6248280175495884 1.736228510038927 5.557269576471298 1.5422732443548737 3.0788164967671037 2.0858913566917181 2.4620587388053528 3.2987744308193214 15.844247973524039 5.3798672854318346 2.3290879830019531 5.289409022196196 2.6005883214529604 11.029932129662482 3.0553479074733323 1.6337452195584763 22.881637171638431 2.8401230098679653
leaf_count=2298 34 45 16 8 34 12 14 21 49 35 35 18 42 40 151 24 159 17 57 57 118 88 53 88 56 91 27 13 304 30
internal_value=-4.45561e-05 0.00346872 0.000237705 0.042577 -0.0181505 0.00322947 -0.00670156 -0.0916287 0.00175419 0.0319118 -0.00169801 0.000452112 -0.00442295 -0.0750948 -0.000728279 0.0356115 0.00748364 -0.0322368 -0.00340021 0.0332662 -0.000933224 0.0125725 -0.0139568 -0.0536531 -0.0275847 -0.000304802 0.00199943 0.00969197 0.0156811 -0.0211
internal_weight=196.448 128.586 118.773 9.81273 3.58556 115.027 67.8622 3.74604 113.291 11.6365 101.654 99.9507 87.7796 4.36106 83.4185 12.1712 7.91986 4.98266 80.9033 6.37759 78.4413 38.5079 39.9334 10.2191 7.89 29.7143 32.9506 29.8952 28.2615 18.6844
internal_count=4034 1722 1635 87 42 1580 2312 55 1568 101 1467 1451 1176 82 1094 275 240 52 1076 216 1019 583 436 197 144 239 432 405 392 148
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=31
num_cat=0
split_feature=3 23 7 7 23 5 10 7 0 3 22 9 4 9 21 2 22 5 6 0 6 16 21 9 21 7 22 20 10 3
split_gain=0.450733 1.04518 0.809274 1.04916 0.979547 0.937139 1.53956 0.913222 0.682532 0.851307 0.658802 0.602874 1.64975 1.55399 1.42431 1.61466 1.18881 1.56733 1.32494 0.909981 1.88726 1.02603 0.897246 2.29455 0.830245 0.878977 2.50084 2.17477 2.22354 1.85065
threshold=108.40938565220002 0.049900000000000007 19.623463571950001 21.725272673150005 0.079805000000000029 27.973578737350003 60.613977009100005 20.861906850000004 85.877418060900013 93.819123378250012 -0.090495000000000006 186.68586460755003 288.96005626495008 185.90443620030001 4.8799967471500016 158.13149931390004 -0.11347 21.566902724800006 16.565387047600002 85.732241321850012 16.555386813950005 22.714946882600003 16.172025809700003 199.89081775665002 15.803805445550003 23.109894804950002 -0.086139999999999994 40.206947806850003 61.987779113750001 93.337889372900023
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -5 10 9 -9 -6 12 13 14 -8 16 -16 18 -18 20 -13 22 24 -24 25 26 29 -28 -29 -21
right_child=1 -3 3 5 7 -7 11 8 -10 -11 -12 19 -14 -15 15 -17 17 -19 -20 21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.049307047304982837 -0.10279220732122406 0.07759826595336794 -0.10823557721724973 -0.12533167685056767 0.086007908472319705 0.083815727421836406 0.059624973205040115 0.10493314532186147 -0.14366869733933635 -0.056864789765842319 -0.050525915972059514 -0.11458279712982511 -0.12918948337188851 0.078934147960722054 0.052686679172618378 0.084304941405063824 -0.13771699065882501 0.0069845129570008302 -0.012046291163226072 -0.013408732568133878 0.0058837140001102399 0.07214591168622593 -0.15661396804673833 0.015873210874486007 0.066957269165199867 0.0032475538370585985 -0.00040082728570283116 -0.17965193659563769 -0.052192316021661245 0.067588447061914234
leaf_weight=3.3283426128618876 1.1592579208663654 0.44428942369995628 1.6168560851074278 0.97041865548817341 1.1028332374407908 1.353191666305064 3.7868964211375049 0.40574125945568162 0.63176931219641108 1.6380633272929115 0.52006182476179663 2.1305878206621847 0.72634097532136266 4.0349037284031501 1.3957677102007426 1.4370824477227868 2.3276228736795015 2.8113502189517021 1.3117134571075437 8.1871199794113654 3.3377776449779049 1.970691792666911 1.2801969014108174 1.9398547015152869 1.8646431905217458 125.03339577710722 5.3837152495980245 1.8286060281097887 5.4415469272062182 4.3037454076111308
leaf_count=107 182 16 278 45 25 20 214 3 18 90 57 110 484 40 40 58 87 21 10 62 36 17 16 37 11 1820 37 17 53 23
internal_value=-1.45005e-05 -0.052812 0.000426223 -0.000435619 -0.041885 0.000905245 0.000287111 -0.0169274 -0.0528253 -0.0247443 0.0422552 0.000962347 0.0184179 0.0246858 0.00793903 -0.0131445 -0.0309924 -0.0490984 -0.0924219 -0.000950737 -0.0410525 0.000443948 -0.000466137 -0.0527026 0.000640157 -0.000183251 -0.0172431 -0.0485763 -0.0842513 0.014499
internal_weight=193.704 1.60355 192.101 188.772 5.91533 182.857 181.504 4.29847 2.67557 2.0438 1.6229 180.534 17.8317 17.1053 13.0704 9.28354 7.84645 6.45069 3.63934 162.702 5.46837 157.234 155.263 3.22005 152.043 150.178 25.1447 12.6539 7.27015 12.4909
internal_count=4034 198 3836 3729 471 3258 3238 193 111 93 82 3193 954 470 430 216 158 118 97 2239 146 2093 2076 53 2023 2012 192 107 70 85
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=31
num_cat=0
split_feature=17 15 20 20 20 22 15 23 10 0 0 5 10 22 20 23 23 22 6 21 19 22 22 20 6 9 23 21 22 19
split_gain=0.480191 0.565479 0.447293 0.884382 0.771777 2.02181 0.67368 1.71901 0.591742 3.60033 3.28455 2.65735 2.31529 1.54701 3.00323 1.5553 1.62106 2.12914 1.36288 1.34068 2.29426 1.27063 2.05857 1.34038 1.22816 1.22672 1.12111 1.02258 1.64355 2.72409
threshold=160.21442126885003 35.098844929350008 32.051492741500006 30.317390213800007 34.654301448200009 0.17076500000000003 31.025894238900005 0.097970000000000015 66.964115113200009 90.407470010750018 92.313586825200005 20.305669781650003 65.611820673600008 -0.059424999999999999 38.244973486750006 0.083495000000000028 0.092650000000000024 -0.59502499999999992 14.845346859150002 3.6533552218000005 12.350996516100002 0.20949500000000004 0.13747000000000004 37.999598532650005 15.785368822600002 193.42660545270004 0.098075000000000023 11.507908610950002 -0.095854999999999996 13.251069136700002
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 12 -10 13 21 14 -12 -16 27 -18 26 -19 -21 22 23 24 -6 -14 -15 28 -17 -30
right_child=2 -3 4 -5 8 -7 -8 -9 10 -11 11 -13 25 18 15 16 17 19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.11033907455075442 0.031275334994348473 0.10536148996231845 -0.1068251408970218 -0.14673814824551065 -0.052613796032352139 -0.095696907459343769 0.098690152153552146 0.089352792514548959 -0.090803785105875862 0.072967794908586944 -0.090302701845777045 -0.11402214332903858 -0.013946006904911571 0.01670848107803127 -0.058392934605153136 0.044287011970975468 0.048372586922641514 0.0042392569457552504 0.06496799489009035 0.020687977466904626 -0.11801274015018051 0.075765360009274585 -0.079513935247664078 0.0004897262786224373 0.075888535705743193 -0.12585190185452974 -0.047234251017131065 0.077033854926046225 -0.089822202936189838 0.058874808371401181
leaf_weight=0.72417520050657813 0.52865353599190601 0.14605027437210083 0.68509786254435212 0.59116996136435773 0.90360558417159964 0.94289657683111716 2.5894756279885769 1.2833773681195451 4.4354997517657457 7.121629331551957 4.3504949033231233 2.0548111830430562 1.7798094332683825 21.513818447012461 4.2266100284177801 7.5552252310590111 3.26780747831799 3.343761387281118 5.1835422152653328 1.7158581554540431 3.9104567021131516 2.3086894624866536 3.0973899729433461 89.476951354765333 4.2044914201833308 2.1786979883909225 3.1425180788501157 3.3194482074468388 3.0208628859836635 2.0805351786548272
leaf_count=277 117 1 71 55 11 24 21 23 134 63 205 122 22 378 548 110 37 39 38 45 105 33 44 1135 103 19 71 36 126 21
internal_value=-2.35163e-05 -0.074138 0.000314491 -0.0627004 0.000686489 0.0375962 0.0651704 0.021076 -0.000415808 0.00418306 -0.0074015 -0.00201565 -0.000529407 0.00143848 -0.0122841 -0.0018213 0.00665345 -0.0207339 0.0183578 -0.0459094 -0.0757132 0.00244004 0.000707027 0.00333403 0.0531569 -0.0755372 0.0085588 0.0276325 0.014676 -0.0291782
internal_weight=191.683 0.870225 190.813 1.11982 189.693 5.50085 4.55795 1.96848 184.193 111.071 73.1212 68.6858 103.95 66.6309 36.7911 32.4406 28.214 12.2379 29.8399 8.97008 5.62631 99.9911 97.6824 94.585 5.1081 3.95851 24.6563 15.9761 12.6566 5.1014
internal_count=4034 278 3756 172 3584 139 115 94 3445 1430 2015 1881 1367 1759 1272 1067 519 226 487 189 150 1326 1293 1249 114 41 449 293 257 147
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=31
num_cat=0
split_feature=15 6 4 23 7 15 22 9 6 0 0 17 6 0 15 5 3 22 0 5 15 6 6 3 3 6 21 16 6 2
split_gain=0.417932 1.45025 1.71029 1.85614 0.859568 0.791018 1.25374 1.45417 0.664841 1.85166 2.42529 1.6332 1.27714 1.2121 1.16037 1.17163 1.48563 2.23624 1.69731 1.70338 2.39584 1.37552 2.32466 1.22919 1.22006 1.53918 1.74404 1.06824 1.0543 0.990923
threshold=45.169600924000008 16.285380505300001 313.22340827140005 0.09180000000000002 24.054467534550003 43.030193406950012 -0.074349999999999986 204.27826083785001 16.455384477450004 89.168090812600013 87.278104746850019 197.20536406400001 16.445384243750002 86.565663342300013 42.246988155050012 21.850554661550003 93.281431752200021 -0.099639999999999992 86.89903215050002 21.024411566050002 37.606388722050006 16.355382140900002 16.165377701450002 93.090551224900011 91.867302775550016 15.785368822600002 2.5447591590000003 22.644947046300004 16.495385412050002 187.91736117530004
decision_type=2 2 2 2 2 2 2 2 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 8 7 -7 12 10 11 13 14 -10 15 16 18 -18 23 21 -21 22 27 -1 25 26 -17 -20 -13 -30
right_child=1 2 4 -5 -6 6 -8 -9 9 -11 -12 28 -14 -15 -16 24 17 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.10429063502247085 -0.10173370719022308 -0.12024131961763498 0.063368470246762329 -0.0011630546700579847 -0.017735323425499383 -0.057010402122948958 0.058739695549285612 0.050421271707133813 0.0001465050791112364 -0.11811183108439416 0.073216190021067898 -0.01685296970842716 0.053041577703699432 -0.058698859734390596 -0.085161363079682292 0.090653309557292172 0.016215890167345318 -0.11563464022782609 -0.0022963661989621039 -0.16639599661472798 -0.014287359169849035 -0.093099437125162984 0.06862643599953154 -0.020612056813855275 0.006838644489982712 0.10345553454810932 -0.11104762268119661 0.078750615871888585 -0.19101906049513248 -0.059301611877378313
leaf_weight=2.6430895420489828 1.7582052625948552 2.0077434438280743 3.68390692549292 3.7613918513525277 2.0251245382241905 2.8210448469035327 5.8771077475976181 2.2768181320279837 27.723693847889084 1.567528961226343 3.4173012152314177 1.79196018539369 4.9333206212031646 4.006182622164487 1.5386949107050885 0.84699873276986071 2.4222607644624077 2.7430107059190041 80.090478665340925 1.4501086816017039 3.6217209221795201 1.5009527392685402 5.1487987525761119 1.1225350550084838 9.3523074659169634 3.6433665901422501 0.86801238160114735 1.6599892750382412 1.0464087184518578 1.2575597524410111
leaf_count=60 40 65 40 46 31 28 48 16 685 22 26 11 45 24 24 14 21 31 2275 37 48 15 43 8 200 26 36 14 11 44
internal_value=-2.51661e-05 -0.0171595 -0.0042046 -0.042604 0.0345991 0.00126807 0.0272612 -0.00902905 -0.000467209 -0.0115337 -0.00727654 -0.0149545 0.00318719 -0.00728325 0.00111434 0.00224787 -0.00154311 -0.0538032 0.00123294 -0.00141885 -0.0577774 0.00181463 0.00345402 0.0670571 0.0286374 0.0666842 -0.0114329 -0.000650662 -0.074381 -0.119125
internal_weight=188.608 13.2364 11.4782 5.76914 5.70903 175.371 10.975 5.09786 164.396 40.8106 39.2431 35.8258 123.586 31.7299 118.652 117.114 102.403 5.16527 97.2377 93.472 5.07183 88.4002 86.8993 3.76562 14.7107 5.35838 1.71501 81.7505 4.09593 2.30397
internal_count=4034 222 182 111 71 3812 92 44 3720 823 801 775 2897 709 2852 2828 2552 52 2500 2432 85 2347 2332 68 276 76 50 2289 66 55
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=31
num_cat=0
split_feature=10 7 0 21 15 23 16 21 20 7 20 15 23 17 16 22 10 20 10 19 22 22 20 17 9 23 22 9 9 21
split_gain=0.407808 0.459711 0.955966 0.523884 0.483699 0.468024 1.0167 1.41861 0.529844 1.16454 0.725394 0.528485 1.12678 0.780088 0.914934 0.638881 1.61716 1.37225 1.42916 2.32055 1.79791 1.25929 2.27673 3.45331 0.996929 1.26364 1.25278 1.05114 1.36406 2.14907
threshold=54.879495816850003 19.078733418100004 76.451683855550016 12.585796288950002 37.491361913600009 -0.26958499999999996 22.624947093000003 1.0000000180025095e-35 32.724174661450007 22.545611589100002 34.654301448200009 46.683480308100009 0.090390000000000012 203.72643944000004 22.584947186600004 -0.50001499999999999 63.530954080650012 39.792680591700012 75.634392583900009 11.950964240300001 -0.58287999999999995 -0.16276499999999997 39.337369931850013 189.72181505755 181.33671263215004 0.087905000000000025 0.04932000000000001 186.68586460755003 194.04304600165003 14.946136646400001
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -3 6 7 -4 9 -7 -10 15 -13 14 -14 16 -12 -18 20 -20 -19 22 23 -17 25 -23 -27 -26 29 -29
right_child=1 2 5 -5 -6 8 -8 -9 10 -11 11 12 13 -15 -16 21 17 18 19 -21 -22 24 -24 -25 27 26 -28 28 -30 -31
leaf_value=-0.10496520907012458 0.057002247957689205 -0.11973263483172288 0.091567558945242766 -0.050471901086727902 0.10189146824607186 0.081877708900418233 0.036328458519814803 -0.1062017955590108 0.042443717299921066 -0.13098210555795084 -0.16130186971412516 -0.094341653124997621 0.025573612474730535 0.057243956590901229 -0.093961125166400289 0.078800642067696255 -0.069355277869334972 0.079528036829658963 0.073532820008654354 -0.12286957073946361 -0.072028525753492403 -0.10854931955073706 0.079756647530761393 -0.15118599016226991 0.031985106969133169 -0.040221909108563852 0.1091308952471835 -0.01201334213934346 0.0047933715074871689 -0.11531663645596579
leaf_weight=0.36941414375905779 2.5873651787696867 0.92681800085119792 0.43926597601966921 0.54995722125750024 0.1101861484348774 0.37182360287988447 1.3304557939991353 2.0807416410825681 4.183283931342884 0.83242057323514018 0.7758240238763382 1.8278197395848099 1.2975773047655823 1.5077796056866644 1.264163897722028 1.3261743006296449 2.9007522514875728 3.5324007825984145 0.97487569680379271 1.5710857845260759 1.0055639557249385 1.8540205032913935 5.2693366034509381 1.2859478807949924 11.088243410777066 2.30680857844709 0.74236773245502252 22.464497936045522 107.6355742309388 2.2121336897835127
leaf_count=125 98 214 24 24 2 15 11 105 101 104 27 68 7 13 45 25 91 31 46 60 86 512 151 33 107 82 31 267 1507 22
internal_value=-1.07504e-06 0.000207108 -0.000443175 0.0381626 -0.0961841 0.000102098 -0.0343913 -0.0717283 0.000847289 -0.0652593 0.00129699 0.000301121 -0.0291194 0.000175143 -0.0334142 0.0013404 -0.0222278 -0.0114215 0.0123014 -0.047665 0.0459447 0.00296415 0.0419149 -0.0344218 0.000894144 -0.0434455 -0.00385973 0.00241022 -6.82645e-05 -0.021274
internal_weight=186.625 186.255 183.118 3.13732 1.037 182.081 3.85046 2.52001 178.23 1.20424 177.026 172.843 5.89734 4.06952 2.56174 166.946 10.7605 9.98468 7.08393 2.54596 4.53796 156.185 7.88146 2.61212 148.304 4.9032 3.04918 143.4 132.312 24.6766
internal_count=4034 3909 3787 122 216 3571 140 129 3431 119 3312 3211 133 65 52 3078 341 314 223 106 117 2737 209 58 2528 625 113 1903 1796 289
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=31
num_cat=0
split_feature=23 23 21 17 22 22 7 17 22 15 18 13 5 20 21 21 10 13 15 15 2 22 8 16 23 20 6 20 6 18
split_gain=0.378344 0.521779 0.381424 1.00243 0.965702 2.97483 2.12529 4.275 1.64173 1.5654 1.6968 1.48612 2.08364 1.34724 1.93681 1.27355 1.15244 2.51144 2.42444 2.10045 1.60201 1.82217 1.55698 1.55323 1.31316 1.9417 1.25219 1.19464 1.65498 1.43939
threshold=0.4381000000000001 0.43162500000000009 3.2025200283000004 168.59667799010003 -0.053159999999999992 -0.046635000000000003 23.9417051038 190.94474013770002 -0.061874999999999999 40.309074029200012 13.754580103150001 112.64908412395 18.946524085150003 41.827117825850003 20.770927814650005 7.0441631297000011 67.074341896550024 113.62230596715001 28.626568391100005 28.343014915050002 188.47750099235003 -0.59502499999999992 8.1436447804000007 15.709963263300002 0.085820000000000021 43.487767439550005 12.165284239900002 38.244973486750006 16.425383776450001 12.920478434700001
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -6 7 13 16 10 -9 12 -8 -7 -15 -10 17 -5 19 20 21 -18 -20 26 -19 27 -22 -26 -29 -30
right_child=-2 -3 3 4 5 6 11 9 15 -11 -12 -13 -14 14 -16 -17 18 24 22 -21 23 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.0064522722975481192 -0.053299048979200292 0.043171641370987536 -0.068945455965035388 0.098412060919440755 -0.15733554903180891 0.041468795887558155 0.011415493986986623 -0.013596603109250453 0.0097197607075120845 -0.13832527925811172 -0.12498158155706562 0.070214519645817722 -0.1163223510282462 -0.13737259646372649 0.10209650375135644 0.090705618723227438 0.069150269118750593 -0.023326490733843977 -0.013653403927038611 0.1066015609826782 -0.10701095475635447 -0.045998141151388283 -0.11016298672014668 -0.075645678827171534 0.071073776333241509 0.089738763513650191 0.093672610210908835 -0.04314882060880839 -0.066996693124117518 0.020911751311143072
leaf_weight=57.25649806795991 1.3227919561322767 2.8051379827084011 2.2917307676252667 2.8797109447186804 1.4253901741467405 6.0161877124337506 13.4287957399647 4.0040847834898141 4.1718701384961596 3.1689099661307409 2.0771305081725586 3.6859082812443367 1.4111714424216177 1.0803438799921421 0.4913535778177901 3.6324681993864942 1.5979021637467656 14.191295615280977 2.9052740484767119 1.7020307593047608 0.34658454694726915 9.819799133067141 3.9367678575217724 0.88807048805756483 2.5582064315676716 2.99464304849971 3.0213724935310893 6.8680153335444656 2.0488095604814616 20.492505897651426
leaf_count=1399 31 22 462 50 16 62 238 27 43 40 63 40 30 87 7 36 32 190 87 8 210 319 152 70 21 24 34 58 23 153
internal_value=-1.03428e-05 0.000374431 -0.000291072 -0.00342662 -0.00218411 -0.0156964 -0.00998747 -0.0357017 0.00372996 -0.0813379 -0.0516418 0.013384 -0.000731433 0.0199318 -0.0625083 0.047414 -0.000741133 0.00764601 -0.0187613 0.00109318 -0.0103641 -0.0298832 -0.069183 0.0419999 0.00232838 0.0127418 0.073021 0.0055289 -0.0001726 0.0129216
internal_weight=184.521 183.198 180.393 123.136 120.845 36.7893 35.3639 16.838 84.0553 9.25013 6.08122 18.5259 14.84 7.58789 1.5717 7.80434 76.251 52.0332 24.2178 17.3758 15.6737 11.4177 6.84204 4.25603 49.1535 34.9622 3.36796 31.9675 29.4093 22.5413
internal_count=4034 4003 3981 2582 2120 610 594 286 1510 130 90 308 268 156 94 79 1431 519 912 673 665 351 239 314 469 279 244 255 234 176
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=31
num_cat=0
split_feature=17 15 17 17 12 8 14 20 17 13 4 8 2 5 6 12 4 16 7 7 9 3 20 18 22 12 18 22 2 4
split_gain=0.41502 0.468089 0.367129 1.87652 0.88582 0.926403 1.09635 0.959048 1.16839 1.10867 0.852442 0.81518 0.793574 0.738109 0.696775 0.660831 0.703713 0.650906 0.968137 0.811835 1.35828 1.28093 1.23743 1.38209 0.977778 0.96162 1.45847 2.58904 0.73071 2.89263
threshold=160.21442126885003 35.098844929350008 182.50770257345002 183.35201426355002 77.955876436550014 8.8430989333000021 168.39662374755002 39.792680591700012 199.72613295375004 117.70876232545002 159.10550013555002 8.7431769115000026 325.43545011685006 32.00428233840001 16.395383075500003 197.92552515155003 327.38578912530005 22.744946812400002 22.105125139000005 22.721067571950005 194.45262321395003 93.819123378250012 43.077238082650005 12.993189857450002 -0.10051499999999999 107.96682590455002 13.077716774800001 -0.097294999999999993 96.242542698950004 194.89319003730003
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -5 11 -7 -8 9 -9 -4 17 13 15 -13 -2 -17 18 -6 20 22 28 23 -20 -24 -25 -27 -28 -21 -30
right_child=2 -3 3 4 5 6 7 8 -10 -11 -12 14 -14 -15 -16 16 -18 -19 19 21 -22 -23 24 25 -26 26 27 -29 29 -31
leaf_value=-0.1089717323811585 0.015916914380045985 0.10443036362493872 -0.014140815810306415 -0.081350983453089248 -0.088885523779912476 0.037235274442865257 -0.12036245835889565 -0.15125138545670846 0.036352876048750725 -0.0022033826922442305 -0.12313352999714421 0.080165899172060184 -0.10537796014026379 0.092512388965818412 0.011023877106010601 -0.1027350059821053 0.035527759804559529 0.045646600334398477 -0.019218476836405173 -0.018232858525582863 0.10065279309985507 -0.10914268606001587 0.04887321216238058 0.1030448508919404 -0.11558516858747861 0.080334981692155638 0.089973275613540224 -0.10176393003649094 0.071596892750987587 -0.0018088266800718603
leaf_weight=0.62938932226097577 19.419681207713449 0.12284746766090393 1.1913866698741906 1.3233238096581761 1.2171557115507301 1.598865883424877 1.6533952238969503 1.0287312406580897 1.5691725211217997 0.96925791061948974 1.8043493649456648 2.4048120197840026 0.5599181209836378 1.1687578973360349 3.6999546332517639 0.99137595234787912 0.58553778956411406 3.182855086401104 4.9741127574816364 20.702077446127078 1.9176931658294041 1.1086087925941672 0.50999016556306731 2.2703391422983259 1.2417706293053914 2.5846301463898271 1.1963073909282682 1.712184601579793 5.6974879484623662 92.900616380167776
leaf_count=277 708 1 10 34 80 18 34 21 18 20 50 18 58 30 39 81 62 28 35 333 11 86 18 30 49 22 18 26 80 1739
internal_value=2.64126e-06 -0.0741211 0.000310387 -0.0013943 0.00011632 0.000815733 -0.0352172 -0.0574068 -0.0282266 -0.0789457 -0.0797878 0.00248369 0.0121969 0.0151669 0.0382606 0.0108615 -0.0513954 0.000937053 -9.38896e-05 0.000696028 0.021564 -0.00214746 0.0110964 0.0219339 -0.0677064 0.0483006 0.0256745 -0.0228995 -0.0011532 0.00243292
internal_weight=181.937 0.752237 181.184 158.459 155.463 154.14 6.81942 5.22056 3.56716 1.99799 2.99574 147.321 22.7253 22.1654 6.10477 20.9966 1.57691 141.216 138.033 136.816 16.407 120.409 14.4893 12.7376 1.75176 7.76346 5.49312 2.90849 119.3 98.5981
internal_count=4034 278 3756 2817 2757 2723 111 93 59 41 60 2612 939 881 57 851 143 2555 2527 2447 209 2238 198 131 67 96 66 44 2152 1819
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=31
num_cat=0
split_feature=17 3 6 17 15 18 3 16 23 15 21 20 15 20 15 21 6 6 8 10 0 15 22 10 18 0 3 9 14 15
split_gain=0.321805 1.11686 0.905302 0.44975 0.990671 0.863679 0.855304 0.497468 0.817313 0.615656 1.57198 0.790486 0.707888 0.65011 1.11626 1.01829 0.944205 1.47066 1.17997 0.940229 2.8039 2.34677 2.11235 1.92232 2.7111 2.59671 2.64044 1.44896 1.1518 3.27611
threshold=241.79519611995002 76.172084209950015 8.2451926476000015 221.27458857605004 24.719476717350002 17.138111898250003 80.903770519600016 12.644970430600003 0.097015000000000032 19.763739472850002 6.7094573673000006 38.244973486750006 19.215947067900004 35.419594101850009 35.517387705950007 0.49227235280000009 13.65531905435 13.78532209185 7.8438787148500007 69.999384342500022 93.399723909900004 34.040719645900005 -0.23401999999999998 67.074341896550024 13.603286548350003 90.297243227400017 89.907416798450015 204.27826083785001 216.04581652670001 29.593577021650002
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -6 8 -3 10 11 -9 -12 14 15 -11 18 -18 -15 20 23 22 -21 25 -25 26 -19 -27 29 -24
right_child=2 3 -4 4 6 -7 -8 9 -10 13 12 -13 -14 16 -16 -17 17 19 -20 21 -22 -23 28 24 -26 27 -28 -29 -30 -31
leaf_value=-0.10166569439696733 -0.060610989412307005 -0.11313132083585986 0.089700600066732639 -0.11218562170077524 0.079384117819087274 0.063718510331864209 -0.061150970761676283 -0.015391924631818883 0.019573795477161971 0.022632330611666671 -0.11842998273934191 0.087585893215503974 0.035753169067802314 -0.0055394775125432241 0.071781206999714964 -0.073901629912321493 0.052255855046784899 -0.10658901119719753 -0.070088711888421099 -0.12358061213628767 0.086277112792065333 -0.1190690586520336 0.00058258136346044413 0.047408452266624414 -0.10562485229420662 0.0082915910889084597 0.001098670797276027 0.10493723894692449 0.030668877562974053 -0.12454436601638526
leaf_weight=1.0829148762713874 0.58925188484135915 0.99620554379362036 1.2521473559318108 1.1256692157185164 0.85628465423360445 2.15777030494064 0.876195655670017 0.97244542988482763 0.86889075365616009 4.5466946308151801 0.82468456382048294 3.1931227004679386 0.46606219030218199 7.9462379965989367 3.3129915986210108 1.4384219172061419 5.2440438419580451 2.3351868204772463 4.4001648179255426 1.5355279762297929 3.8569949548691502 2.119554726406931 15.316319240257149 1.6731349118053902 3.7573206843808293 2.6723166294395915 91.222979331156239 3.6979492232203484 7.3049682471901169 2.4235530332662156
leaf_count=856 49 229 34 45 10 29 31 54 23 124 64 57 11 242 27 31 36 29 125 28 33 101 134 16 47 34 1298 32 85 120
internal_value=1.04158e-05 -0.000419289 0.0416006 0.000199657 -0.0391473 0.000844924 0.008309 5.67399e-05 -0.0513081 0.000619409 0.0336675 0.0635459 -0.0627576 -0.000474742 0.0252106 -0.00056798 -0.00201053 0.000277796 -0.0285443 -0.00169859 0.00253401 -0.0178055 -0.00973061 -0.000531674 -0.058475 0.00261716 -0.00158918 0.0643945 -0.00275033 -0.0165118
internal_weight=180.066 178.225 1.8414 177.142 2.85815 174.284 1.73248 172.126 1.8651 170.261 5.45631 4.16557 1.29075 164.804 9.29811 5.98512 155.506 143.16 12.3464 137.916 109.216 28.6999 26.5804 105.359 5.43046 99.9284 93.5582 6.37027 25.0448 17.7399
internal_count=4034 3951 83 3095 86 3009 41 2980 252 2728 186 111 75 2542 182 155 2360 1993 367 1957 1489 468 367 1456 63 1393 1327 66 339 254
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=31
num_cat=0
split_feature=20 20 20 22 15 23 8 9 0 5 22 8 2 23 17 4 22 22 7 23 23 21 10 17 22 8 9 7 12 9
split_gain=0.370384 0.575146 0.555209 1.47649 0.591824 1.43438 0.47439 0.397332 1.21522 2.00353 1.34266 1.58139 1.01761 1.30079 1.17495 0.891182 0.832396 0.936571 1.49404 0.781319 0.80781 1.11628 1.22036 1.34652 1.25894 1.38997 0.990449 1.37873 0.997607 1.06153
threshold=32.051492741500006 30.317390213800007 34.654301448200009 0.17076500000000003 31.025894238900005 0.097970000000000015 8.2435668022500028 187.45330412110005 85.732241321850012 31.312564341900003 -0.054619999999999995 8.9430209551500024 189.95856246190002 -0.22900999999999999 188.95754880325003 387.60063489055005 -0.5775499999999999 -0.018034999999999999 22.792619241600004 -0.26958499999999996 0.084360000000000018 15.039695091900002 65.29995953045001 215.04253427745002 -0.081354999999999997 8.3434888241000014 192.39832633775004 23.203497038450006 93.660658182900008 202.86075815500001
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -1 12 9 10 -9 -12 14 15 16 -14 -4 18 -18 -10 21 22 24 -24 -21 -26 27 -22 29 -28
right_child=2 -3 7 -5 -6 -7 -8 8 19 -11 11 -13 13 -15 -16 -17 17 -19 -20 20 26 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=-0.1006308764305653 -0.10606900723537201 -0.13416953532722101 0.097114329281808229 -0.084834729041563361 0.094445458794490053 0.081356520876988581 0.10392139482784438 -0.106690261803433 -0.062711929357348511 0.09428668891313835 0.047026260302243356 -0.11273171575447274 0.082944733689429534 -0.11885700037233327 0.051195851354482957 -0.10545081148006388 -0.0035094098228062214 0.042036120792442726 -0.11341623630339992 -0.0029653297923110397 -0.010119292491495208 -0.07253830948887266 0.0066889750861640193 -0.11006313540885085 0.10499125980256507 0.0283909061314165 -0.10136281665620189 -0.096965597821203189 0.0010332794012773482 -0.0022687573703865376
leaf_weight=0.19370977314247184 0.62126351584447492 0.51461316828499548 0.87578806723468261 0.86404518940253172 2.1800485253334045 1.1913142073899505 0.2733936719596386 3.3437756948987953 1.9944742115912948 0.91597452200949181 1.6893487227498547 0.97848554875235993 0.82826924756227549 1.3019243232411088 7.1352640095574307 0.36031647847266868 10.094371915038211 3.5099914779711971 1.4095474359928619 4.9103751182556143 5.9429816361516696 1.4689313569979265 19.95943402234116 1.0392650333233167 3.9448419995605928 5.9296855591237545 2.0090197728713965 2.6400662123924121 87.021445634498377 2.3403444622526877
leaf_count=119 74 60 18 24 21 23 3 164 44 9 29 48 67 447 239 33 392 197 66 40 46 24 327 58 79 52 50 57 1163 61
internal_value=6.18825e-06 -0.0612469 0.000346885 0.0336895 0.0593394 0.0171162 0.0190927 -0.000596546 -0.00260701 -0.0434851 -0.0644771 -0.0115684 0.0109175 -0.0498042 0.0174855 0.0258331 0.00234788 -0.00318001 -0.016976 -0.00057264 0.000330636 0.0128993 0.0164066 0.000910694 0.038415 0.0589925 -0.00435367 -0.0368324 -0.00130274 -0.0480414
internal_weight=177.482 0.981717 176.501 4.85667 3.99263 1.81258 0.467103 171.644 146.128 6.92758 6.01161 2.66783 25.5155 2.49051 23.025 1.18859 15.8897 15.0139 11.5039 139.201 137.206 37.2525 35.7836 20.9987 14.7849 9.87453 99.9539 8.58305 91.3708 4.34936
internal_count=4034 182 3852 142 118 97 122 3710 2251 250 241 77 1459 547 912 100 673 655 458 2001 1957 580 556 385 171 131 1377 103 1274 111
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=31
num_cat=0
split_feature=20 8 4 2 16 5 10 3 18 9 9 19 20 16 17 7 18 18 10 4 18 16 23 23 18 18 3 18 9 19
split_gain=0.337928 1.45879 0.989063 0.895896 0.888379 0.556577 0.973813 0.59313 0.554562 0.628412 0.687066 0.866734 0.900056 1.37291 0.845247 0.685582 1.8066 2.0072 1.92444 1.31548 1.32185 1.23416 1.08744 1.07671 0.962068 3.82988 2.13452 1.91455 1.22743 1.53746
threshold=47.709122305950011 5.9453602998000008 375.65892766775005 134.33885108415004 21.094950670800003 29.996566321350006 60.613977009100005 101.45434446875002 12.551858988050002 179.18874144770004 186.68586460755003 14.551174033150001 41.827117825850003 22.604947139800004 185.82794795070004 23.109894804950002 13.314799198000001 13.24088655595 62.391047833300007 202.99973138610002 13.142272494650003 22.694946929300002 0.10433500000000002 0.093580000000000024 13.4793103924 13.531614672700002 92.598563387050021 13.552878921100001 196.26893085885004 12.350996516100002
decision_type=2 2 2 2 2 2 2 2 2 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 7 -3 -8 -10 11 12 14 -14 -11 16 17 19 -18 22 -21 24 -12 -20 26 -26 -17 -27 29 -29
right_child=2 5 -4 -5 -6 -7 8 -9 9 10 15 -13 13 -15 -16 21 18 -19 23 20 -22 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=-0.10172179018968969 -0.027295402748801125 -0.11560384584858284 -0.1036271258474844 0.072156826848384176 0.04938606835785056 0.065419590257932619 0.06909479822910225 0.016964175895855846 -0.077094536332353608 -0.0089623693383566495 0.022463367981567606 0.083100840606631005 0.018729576433178893 -0.11942904151501435 0.055400009730243983 0.087428321209013449 -0.13004976382419728 0.056694142456211176 0.028439256717174257 -0.02311903934727616 -0.11781504859123755 0.076568527858455929 -0.050222896551478928 -0.073701813600430641 -0.14144160541417961 0.081120204281963759 0.0028134440740057378 0.030636911384411221 0.0018654555996539006 -0.051125548987258053
leaf_weight=2.162393891921965 1.300138765349401 1.1566299609257829 0.52338325043092471 2.9863442466157721 0.47442758455872525 1.3074142821133126 1.1763060321100045 0.47655487339943636 1.0454723180155259 3.4981272788718325 8.5954380647745072 1.999130789656191 1.8482796175521792 1.1774830098729578 4.89648033445701 3.9369714334607151 2.5008605269831596 4.7040882753208271 2.2223223801702261 5.3491866135736919 2.0348105635493994 2.1867407076060763 2.7063145427964619 1.9268798239063469 1.9563085255213071 2.8163967025466254 12.281739215832202 3.0227578780904869 83.570667759850039 9.6162968736607564
leaf_count=1089 44 60 197 125 5 20 20 11 29 26 85 37 27 26 47 30 35 37 20 77 23 31 29 27 17 61 71 127 1446 155
internal_value=6.12457e-06 -0.000730669 0.0261464 0.0419918 -0.0745339 0.000427633 -8.20868e-05 -0.0769212 0.000678155 0.000187109 0.000683254 0.0223581 0.0117251 -0.0350352 0.0285795 -0.00126328 -0.0147667 -0.00169055 -0.0607588 -0.0163887 -0.0492145 0.00213441 0.00505794 -0.0189948 0.000745615 -0.00288535 0.0233531 -0.000148107 -0.00252712 -0.0315712
internal_weight=175.456 170.646 4.80987 4.28648 2.63682 168.01 166.702 1.63318 165.069 163.893 162.847 13.4195 11.4204 3.02576 8.39461 149.428 30.0399 23.3898 6.65006 18.6857 7.384 119.388 11.3018 4.1492 117.201 100.982 16.2187 99.0261 96.2097 12.6391
internal_count=4034 3668 366 169 1094 2574 2554 71 2483 2463 2434 163 126 53 73 2271 333 251 82 214 100 1938 114 47 1907 1806 101 1789 1728 282
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=31
num_cat=0
split_feature=23 23 23 23 7 4 20 21 23 5 22 22 22 22 23 23 5 21 9 20 23 9 22 6 15 9 16 22 22 19
split_gain=0.343685 0.418824 0.361796 1.25863 0.976756 0.810231 0.853546 0.57042 0.526842 1.24594 0.943919 2.30199 1.49319 1.05426 0.940535 1.54743 1.24819 1.50479 1.16201 0.888541 0.826377 0.691223 0.653245 0.615272 0.593059 1.12041 1.63075 0.818726 0.673402 1.81558
threshold=0.4381000000000001 0.43162500000000009 0.12084500000000002 0.11379500000000002 22.938075114600004 243.64513104925001 41.360869295700006 7.2787589807000002 0.10249000000000003 24.107645372150007 -0.079634999999999997 -0.11963999999999998 -1.0000000180025095e-35 -0.037054999999999998 0.096515000000000031 0.09551500000000003 21.500664456800006 8.6236808214000025 192.57902085675002 39.896141435400004 0.10065000000000003 199.89081775665002 -0.083954999999999988 16.315381206250006 45.169600924000008 195.41812862360004 22.634947069650003 -0.059424999999999999 0.22598000000000004 14.151141757350002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -4 -6 -7 -5 14 10 11 -10 13 19 15 24 17 20 -18 -12 -16 -20 -19 -14 28 27 -27 -26 -1 -30
right_child=-2 -3 4 7 5 6 -8 -9 9 -11 12 -13 23 -15 16 -17 18 22 21 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.0034291377257639937 -0.052354399570427979 0.0394525595852116 -0.065280351722638616 0.012392956882814929 0.055284965880710579 0.016999628818900821 -0.063492905489523147 0.078162826609665628 0.0010871048702428311 0.039598860888136751 0.018976431294636276 -0.14255452157591245 -0.13442753071715713 0.049436476768668053 0.037042915031064876 -0.078126830949181825 -0.011658549249184811 -0.13131775539890517 0.10828714783502347 -0.060392400114467518 -0.036890135970485183 0.035803405031573553 -0.0015261016959416869 -0.038968697169642443 -0.042133258898292759 -0.13221921638045267 -0.0094781217508075766 0.066782288277983368 -0.091248124721467538 0.065143561446004306
leaf_weight=103.40044533778564 1.2440804156940419 2.7024396584602064 3.1044339081854542 2.38767962809652 2.0344609888270497 2.9545320945617277 2.3774907763290685 2.9453738890588284 2.37611069434206 3.3643312366330056 2.8745094393380013 2.1032603216590404 1.1016623336035967 3.5746478305663905 5.9041134335275292 2.5865455476014168 1.9529948068084184 1.10041414303123 3.1799110164865851 2.7695024674758315 2.0321925006865058 2.2441014791838825 0.59878494651638892 1.7442378276027737 1.1760559735703284 1.7977173196268266 2.7205846885917708 1.6705404131789681 2.339623204505187 1.0872904923744497
leaf_count=2871 31 22 39 37 24 27 29 29 35 35 33 51 48 27 97 55 25 31 19 23 36 37 24 15 30 64 38 22 165 15
internal_value=1.68237e-05 0.000395173 -0.000227529 0.000957943 -0.0182325 0.00159469 -0.0188911 0.0487168 -0.000699188 -0.0158767 -0.0271581 -0.0663589 -0.0126035 0.00694342 0.00155924 -0.00164095 0.0235263 -0.000174356 0.0544829 -0.0199697 0.0181114 0.0782981 -0.0855802 -0.0759213 9.15189e-05 -0.0273551 -0.0583137 0.0217844 0.00198374 -0.0416282
internal_weight=173.45 172.206 169.504 159.033 10.4709 7.36648 5.33202 5.33305 153.7 19.9083 16.5439 4.47937 12.0646 9.21866 133.791 116.779 17.0125 9.63551 7.37701 5.64401 7.93631 5.42401 1.6992 2.8459 114.192 7.3649 4.5183 2.8466 106.827 3.42691
internal_count=4034 4003 3981 3862 119 80 56 66 3796 267 232 86 146 83 3529 3260 269 188 81 56 133 56 55 63 3205 154 102 52 3051 180
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=31
num_cat=0
split_feature=19 23 8 6 15 5 16 16 22 5 15 13 15 0 9 20 20 0 9 5 20 20 22 21 0 21 12 16 16 2
split_gain=0.372227 0.493199 0.430977 0.675122 0.416095 1.24503 1.19946 1.26822 0.828489 0.741583 0.643332 2.92969 2.36578 2.09434 0.905639 1.16654 2.4171 1.24764 1.15058 1.16041 1.18909 0.821462 0.767482 0.707297 1.64379 0.955034 0.580741 1.18849 1.08727 0.897568
threshold=14.651182102100002 0.4381000000000001 8.6432548896500023 18.035421394750006 45.169600924000008 24.107645372150007 22.614947116400003 22.764946765650006 -0.063749999999999987 24.346375512250003 38.884669609800007 113.97180552410002 38.483556206400003 87.350693116400024 194.04304600165003 42.198888176300009 41.147265497500008 85.705356740550016 197.63955579655001 23.195398057700004 41.50623664750001 36.79544512155001 -0.06483499999999999 16.359396914950004 86.479632682150012 15.974186315300003 248.60872946435003 22.644947046300004 22.554947256700004 200.74412770730004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 10 -6 8 9 -7 -8 12 21 23 14 15 16 -13 -17 -16 20 -20 -12 -21 25 -25 26 29 28 -28 -1
right_child=2 -3 3 -5 5 6 7 -9 -10 -11 11 13 -14 -15 18 17 -18 -19 19 22 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0008864091572759671 0.045918785249444483 -0.067979462551308198 -0.059763201071016764 0.043560025138611319 -0.11363489678766225 -0.012317326407476702 -0.026722901012430175 0.052238356414259307 0.07064840394276789 -0.12033485135845728 -0.023198797049957687 -0.044263352486986811 -0.11374640776745655 0.072815944157221285 0.055088390395566705 0.009236806686791681 0.066812374535932403 -0.1276336824821778 0.015475773392774519 0.0040145554110754111 -0.061135074289129392 -0.14934379029748235 0.08999162131338527 0.089789654523362253 -0.10665589788284001 0.10661287743156232 -0.024831420559597913 0.1030803861421606 -0.14302347409111851 0.04313444255665716
leaf_weight=99.881781317511923 3.6768646271666503 1.088307337486184 1.2552118021994831 1.2745023611932991 1.2439762690337364 2.5135007381322794 1.6649164799600842 1.0338122262619434 2.3095954202581179 1.7210006985114885 0.8427204350009555 4.481134235858919 1.8911326266825188 6.0250615626573554 6.5747358035296228 1.132478404324502 3.4809112623333931 1.6168280197307465 4.5712763965129835 2.1068620546720922 3.6385719166137278 1.3324988470412789 2.0470079702208741 0.57166392810177002 1.6711155385419258 0.83604412522981775 5.1370903295828603 0.6157887578010558 0.91731013543903817 4.857045027332787
leaf_count=2388 36 29 15 26 27 40 16 15 22 90 14 29 27 68 43 18 20 26 26 31 33 33 20 20 129 14 531 8 18 222
internal_value=1.7904e-05 -0.000882121 0.0240614 -0.00770764 -0.000438797 -0.0197136 -0.00707289 -0.0447048 0.0274118 -0.0743042 0.000871793 0.0121968 -0.00281145 0.0190666 0.00814439 -0.0150946 0.00429763 -0.0712548 0.0212881 0.00331384 -0.0184778 -0.100473 0.0463837 -0.000979006 -0.0565837 0.000132037 -0.000667025 -0.0292769 -0.0427389 0.00115497
internal_weight=172.011 165.804 6.20658 2.52971 164.716 10.4868 9.24283 4.41973 4.8231 3.38592 154.229 37.8501 116.379 35.6749 29.6498 10.7114 7.96205 2.74931 18.9385 12.3637 8.20985 2.17522 4.15387 114.488 2.24278 112.245 111.409 6.67019 6.0544 104.739
internal_count=4034 3957 77 41 3928 210 183 121 62 106 3718 361 3357 314 246 93 49 44 153 110 59 47 51 3330 149 3181 3167 557 549 2610
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=31
num_cat=0
split_feature=19 7 17 0 23 22 3 20 21 23 23 23 3 10 14 22 20 5 20 22 17 23 6 7 3 20 17 16 0 16
split_gain=0.308502 0.420371 0.939091 0.454763 0.406209 0.39522 1.3462 1.22425 1.42156 1.5774 2.32471 1.68837 1.0921 1.10154 1.07281 1.01223 0.765313 2.03908 2.46017 2.30823 1.98633 1.66797 1.2984 1.2048 1.19929 0.978117 0.957082 0.975683 1.71065 1.10012
threshold=14.651182102100002 23.822419043000004 198.49975298390004 85.861287312150012 0.4381000000000001 -0.11572 77.360382703650018 41.092444989200011 3.2025200283000004 0.092650000000000024 0.10721500000000002 0.08376500000000002 108.40938565220002 67.300172379550006 175.25857789210002 -0.11103999999999999 42.719328117250008 21.723721974650005 43.157831852650006 -0.077085000000000001 189.72181505755 0.082535000000000011 16.355382140900002 17.543892076850003 89.356282881700011 42.67709657435001 236.15709471040003 22.624947093000003 87.278104746850019 22.614947116400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 -1 -8 -9 11 -11 12 13 -10 -15 -7 25 18 24 21 -20 -19 -22 -21 -18 26 27 29 -29 -17
right_child=1 -3 -4 -5 -6 15 7 8 9 10 -12 -13 -14 14 -16 16 17 19 20 23 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.1049565212463473 0.0014192075661215479 0.057058072132994866 -0.053678718006685083 0.092584291254669993 -0.062137218140987382 -0.093730295888421078 -0.0083812473215621585 0.079670404048179877 0.034236803072984039 -0.12503349833433092 0.053108294759041108 0.07277950535077593 -0.12355665038587389 0.08301702456025975 -0.10819272127659374 -0.0045381945755758584 -0.032623212164775484 -0.048920905278204946 -0.11541877347698926 0.10811769332113762 0.027391583269428671 0.075463928843508069 -0.089132727068135464 -0.13470761927612912 -0.14769750960224662 0.068629822965939377 0.068047390443664063 0.003298079134142832 0.070042008601760061 -0.058478596550591636
leaf_weight=1.0143857536313579 1.1305545991635879 2.2004633089527488 1.6894481847994027 1.0603997670114038 1.0724528147838999 1.2195484238909546 16.380237565375865 4.2703739139251438 4.9475317161704861 1.7502844446571537 1.2598325086291877 5.3343759187264368 0.66481286613270629 0.38833083095960308 1.2006846704680354 69.18771362156258 1.3674830790114381 1.3911289240350013 1.5860926177410855 0.24655079451622341 5.8891640874062432 4.7908802343299612 1.1416342407464979 1.1930921778257468 2.6817759145051241 2.1123402654193333 2.0191320606681975 22.378022813703868 4.6355017013847819 3.9996092945802948
leaf_count=460 30 17 19 11 29 30 443 60 148 43 15 57 60 5 250 1273 45 40 187 6 135 53 15 110 41 64 78 208 57 45
internal_value=2.48246e-05 0.0221428 0.00234343 0.0455422 -0.000794663 -0.000391186 0.00866264 0.0118468 0.0285674 0.0145296 -0.0504753 0.0301388 -0.00144718 0.0109722 -0.061464 -0.00306841 -0.00218118 -0.0199524 -0.0445448 0.0209169 -0.0143333 0.0474738 0.00847081 -0.0931218 -0.108836 0.0012745 -0.000117373 -0.00149095 0.0147513 -0.00748598
internal_weight=170.204 6.08087 3.8804 2.19095 164.123 163.051 37.2109 36.1965 19.8162 15.5459 3.01012 12.5357 7.20136 6.53655 1.58902 125.84 124.62 20.2878 12.6661 7.62165 8.61689 6.18201 7.0308 1.43964 4.04926 104.332 102.22 100.201 27.0135 73.1873
internal_count=4034 77 60 41 3957 3928 1541 1081 638 578 58 520 463 403 255 2387 2357 632 423 209 337 93 150 116 86 1725 1661 1583 265 1318
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=31
num_cat=0
split_feature=20 20 15 20 15 21 20 21 22 22 20 13 9 15 19 22 22 21 13 2 9 2 6 6 6 22 21 2 16 23
split_gain=0.328865 0.543847 1.17722 0.501365 0.391831 0.907802 0.76523 0.506569 0.41003 1.06959 1.29426 0.951983 0.905819 0.750752 1.29342 1.27158 0.843976 1.66856 1.16927 1.35207 1.10486 1.0651 0.7819 1.35545 1.22335 0.966053 1.24822 0.992129 0.869486 0.853751
threshold=32.051492741500006 34.654301448200009 23.292710050100002 30.317390213800007 46.683480308100009 15.285239689500001 41.535369675400013 9.4408665581500006 0.20167500000000002 0.22598000000000004 38.539340721750001 95.862351557400004 193.24048816455004 19.763739472850002 12.250988447150002 0.15607500000000005 0.070580000000000018 1.1798413345000001 117.54207792135001 161.52534673545003 202.16842692300003 41.467794892200004 13.65531905435 11.260263094250002 13.78532209185 -0.50001499999999999 5.2345280387500006 168.84984911130002 15.839962959300001 0.086230000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 8 6 -6 -8 11 -10 -11 -3 -12 14 -13 -16 21 -18 19 20 -19 -15 23 29 28 26 27 -26 -24 -23
right_child=1 4 -4 -5 5 -7 7 -9 9 10 12 13 -14 16 15 -17 17 18 -20 -21 -22 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.022320527775576613 -0.10625577208725892 -0.10437577902425815 0.053356860352315842 -0.13129314743691176 -0.11667973103165237 0.029947344648523402 0.0085182808923256748 -0.11017098711955176 0.079642979023807237 0.042721874197740525 0.013465762174591542 0.056156195303529138 -0.098690624808776745 0.081380507826763662 -0.11724652056764351 0.10459761462576056 -0.12132747332196206 -0.066905621090695463 0.056265518310537083 -0.12696366630743566 0.038521915643202731 -0.040987797510657044 0.090305355985627098 -0.061352208583662776 -0.11699351544264672 0.0013515827636895834 0.038800656265338546 0.0070574695616792416 0.0084129613983625739 0.031627061202931364
leaf_weight=0.38826129131484677 0.52318641819874656 0.8844603517500208 3.9567789759021252 0.46926456526853144 1.3482223786413663 1.7793184820329768 1.5364749415311965 0.46947207371704269 2.3140402595163305 3.3195485741016455 1.3011220102634982 5.0542702800303223 1.6125738821865523 1.5954883177764703 0.93516443518456049 0.35701141506433487 1.6827135940548013 1.7531066355877554 1.9131328529911114 1.2267607383255379 2.2957414872944355 2.5649533233081439 2.5818354887887827 5.5685794281598646 2.1921981013147014 109.37212209276915 1.2218513325788078 0.91331711038947094 2.6042995192110538 4.3908340409398079
leaf_count=122 79 783 63 60 26 18 60 29 25 54 60 207 67 20 72 3 27 54 36 30 16 126 17 194 91 1551 21 22 23 78
internal_value=2.79778e-05 0.000344648 0.0347167 -0.0617416 -0.000601276 -0.0277898 -0.0584181 -0.0192598 0.000284022 0.0215845 3.08045e-05 -0.000936983 -0.0486068 -0.000319756 0.0333299 -0.0559539 -0.00182497 -0.0316889 -0.0107066 -0.0349932 -0.00712705 0.000166946 -0.000819093 -0.0245847 0.00168456 -0.000481912 -0.0468226 -0.0805107 0.0491818 0.00485026
internal_weight=168.126 167.269 4.47997 0.857526 162.789 5.13349 3.35417 2.00595 157.655 8.54728 6.23324 149.108 2.9137 148.223 6.34645 1.29218 141.877 8.87146 7.18874 5.27561 4.04885 133.005 131.41 12.5244 118.886 113.699 4.32737 3.10552 5.18614 6.95579
internal_count=4034 3852 142 182 3710 133 115 89 3577 206 181 3371 127 2588 282 75 2306 163 136 100 70 2143 2123 398 1725 1685 134 113 40 204
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=31
num_cat=0
split_feature=3 8 17 18 16 19 16 23 15 21 20 6 14 16 6 2 21 6 3 9 16 16 15 13 10 0 13 9 20 20
split_gain=0.297215 0.744245 0.702929 0.470907 0.694306 1.86454 0.492489 0.66997 0.439254 1.2608 0.787799 0.613375 1.21295 1.11917 1.04571 0.950687 0.727437 0.697352 1.14532 2.2154 0.971562 1.73085 1.80632 1.83419 1.60361 2.6006 2.01654 1.95813 1.44314 1.34596
threshold=75.529542716850017 7.1444245619500011 241.79519611995002 17.323446153950005 17.684958644900004 11.850956171350001 12.644970430600003 0.097015000000000032 19.763739472850002 6.7094573673000006 38.244973486750006 13.65531905435 277.23638966875006 22.644947046300004 13.78532209185 174.09315058345001 6.7825386038500008 14.745344522600002 83.538459487450012 199.38481636575003 19.199955102150003 18.684956306450005 29.329759478700002 111.38282034450002 66.964115113200009 90.407470010750018 113.97180552410002 203.36975145060003 38.400997490450003 36.79544512155001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 7 -2 9 10 -8 12 15 -14 -13 16 -10 18 -16 -20 21 22 23 -19 25 26 -22 29 -28 -26
right_child=3 -3 -4 4 -6 -7 8 -9 11 -11 -12 14 13 -15 17 -17 -18 20 19 -21 24 -23 -24 -25 27 -27 28 -29 -30 -31
leaf_value=-0.10069712616907563 -0.11306548241995756 -0.10931118317992161 0.10359552406050497 0.072903864166670482 0.10468610529828425 -0.1091543906947957 -0.01973306950610761 0.010671511120257502 -0.0049510835747791603 -0.065245935139141537 0.085422598218054632 0.046205487414332898 -0.12108008111208222 0.052789536512311823 0.00038524416115057241 0.088489487948665208 -0.076217470858656988 0.057386675789103204 0.004008966758690404 -0.098098368392165139 -0.074120659233678457 0.087296141476379638 -0.065538196835302195 -0.11715251322324688 0.046855691749774241 0.075026340047937998 0.04180512731499389 -0.11950393453655975 -0.0017046248425354516 -0.051102879171215865
leaf_weight=0.26381943908927386 0.90277986290311563 0.81512134399963543 0.4657882540486753 1.5660346067743374 1.0515177845954893 0.8778795480611733 0.96497348300181274 0.84917436789692147 9.3697238478925957 1.0733351809685698 2.7224031708901748 5.0033963341265908 1.8626515921932871 0.46204520016908635 15.481473088264467 0.9482082048198216 1.6907194670347969 4.935980183654463 4.4015721636242215 4.1081383321434259 3.5597286000847808 3.6539090836158712 2.5382113548694178 0.68573156904312771 2.3540141582488996 4.8233617506921282 8.4903212213539501 2.3591363951563835 74.637614181672689 3.4706386122852564
leaf_count=579 237 279 21 22 17 39 61 27 155 77 58 39 164 6 126 10 102 87 122 205 32 61 77 215 17 47 137 39 922 54
internal_value=1.85626e-05 -0.0436414 0.0297252 0.000427692 0.0367408 0.00750663 -0.000358986 -0.05309 0.000219861 0.0301388 0.0579037 -0.000700047 -0.0204059 -0.0865226 0.00131023 -0.0076067 -0.015845 -0.000347545 -0.0158138 -0.0452843 0.00298003 0.0300958 0.00448221 0.0360965 -0.000233183 0.00355957 -0.000416894 -0.0426437 0.00273927 -0.0115132
internal_weight=166.389 1.54473 0.729608 164.845 3.49543 2.44391 161.349 1.75195 159.597 4.76071 3.68738 154.837 14.3333 2.3247 140.503 12.0087 11.0604 135.5 23.9912 8.50971 111.509 11.8138 8.15992 5.62171 99.6948 91.511 86.6877 8.18379 83.1279 5.82465
internal_count=4034 879 600 3155 78 61 3077 264 2813 196 119 2617 437 170 2180 267 257 2141 453 327 1688 440 379 302 1248 1138 1091 110 1059 71
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=31
num_cat=0
split_feature=20 20 22 15 23 20 8 9 0 5 22 8 2 23 17 22 22 3 12 22 20 9 4 4 23 13 23 23 21 10
split_gain=0.298734 0.412782 1.1801 0.466091 1.1471 0.411321 0.372525 0.359192 1.16621 1.50871 0.986588 1.30189 0.758906 1.01981 0.915188 0.822778 1.54751 1.41016 1.1094 1.1236 1.02566 0.913478 0.887587 0.692209 0.689827 0.857403 0.606543 0.633228 0.749474 0.869543
threshold=32.051492741500006 34.654301448200009 0.17076500000000003 31.025894238900005 0.097970000000000015 30.317390213800007 8.2435668022500028 187.45330412110005 85.732241321850012 31.312564341900003 -0.054619999999999995 8.9430209551500024 189.95856246190002 -0.22900999999999999 190.94474013770002 -0.11572 -0.093879999999999991 93.765354215650021 160.88117028045005 0.25988000000000006 49.283271594150008 185.44496129890004 158.55438663830003 387.60063489055005 0.10335500000000002 117.54207792135001 -0.26958499999999996 0.084360000000000018 15.039695091900002 65.29995953045001
decision_type=2 2 2 2 2 2 2 2 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 -1 12 9 10 -9 -12 14 23 15 20 -17 18 19 22 -3 24 -18 -14 25 -19 -10 28 29 -28
right_child=1 7 -4 -5 -6 -7 -8 8 26 -11 11 -13 13 -15 -16 16 17 21 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.10054238801441601 -0.10530981106342574 0.059609983627990984 -0.075973496427344217 0.090968921180781676 0.077100396666211213 -0.12687247048448325 0.10300987925880395 -0.10305287897899472 -0.057084957666948224 0.089118043634624958 0.040483458718053311 -0.11188223872817869 0.079785155748492417 -0.11469438716846166 0.063090344460170866 -0.10223226224933085 -0.0084653485840052375 -0.11367588897576122 0.023206562781221286 0.028139347005505175 -0.071914405281579497 0.11145901051659082 -0.15012228557150764 -0.10451381785898406 0.10723396756558466 0.020993030551802339 0.034563507912240103 -0.0039356355260206843 -0.059297923610608899 0.0016545636595211779
leaf_weight=0.15590813219023303 0.51512793084839303 4.3153031809924931 0.82815155579010014 1.8546077087521551 1.0423131534771526 0.43361830301000737 0.21239066123962402 2.9137920057983138 1.8646552628488269 0.73264313489198674 1.5012164142681279 0.89519669977016736 0.70165302663372164 1.0674023254105112 3.5412824777304186 1.4863354236003932 0.62214296869933861 0.55749037637724574 2.1423946565118968 0.8240061436081304 0.68735183135140676 1.378268629312515 1.5303039401551357 0.28721519799000816 0.72569021582603443 3.1110061629442498 13.435283277183769 93.200276936215232 1.419352132732455 19.953260770707857
leaf_count=119 74 339 24 21 23 60 3 164 44 9 29 48 67 447 189 32 4 124 68 12 44 7 59 33 4 30 171 1377 24 385
internal_value=1.70749e-05 0.000316369 0.0311091 0.0570995 0.0167677 -0.0608682 0.0168422 -0.00050536 -0.00246029 -0.0454033 -0.063963 -0.0164338 0.0110582 -0.0469109 0.0167556 0.00731482 -0.00651747 0.00654472 -0.0316663 -0.0711627 0.0415389 0.0404291 -0.109178 0.0262558 0.0181501 0.0005278 -0.000462193 0.000362614 0.0118714 0.0148969
internal_weight=163.936 163.134 4.2402 3.41205 1.55744 0.801917 0.368299 158.894 135.916 6.04285 5.31021 2.39641 22.9778 2.05627 20.9216 17.3803 12.3776 10.8913 5.11885 2.97645 5.00266 5.77246 2.15245 0.988868 4.39419 3.6685 129.873 128.008 34.8079 33.3885
internal_count=4034 3852 142 118 97 182 122 3710 2251 250 241 77 1459 547 912 723 340 308 143 75 383 165 63 100 158 154 2001 1957 580 556
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=31
num_cat=0
split_feature=9 9 4 9 17 9 22 23 7 16 6 22 0 22 22 18 23 20 20 12 23 15 17 18 2 16 8 16 15 22
split_gain=0.286796 0.437372 0.680186 0.626759 0.881336 0.550502 0.843305 0.513917 0.49283 0.802692 0.479732 0.944141 1.06412 0.620711 1.05459 1.74053 1.13891 1.52089 1.73588 1.64608 1.51606 1.46034 1.27833 2.59944 1.17997 1.10159 2.09625 1.38226 1.01202 1.16859
threshold=233.77854820110002 223.29399794390005 273.85977434290004 219.59809404590001 207.25292259465002 216.0493559571 -0.071864999999999998 0.091645000000000018 26.637125930550003 17.684958644900004 17.755414852450006 -0.075639999999999999 86.256490657300006 -0.079634999999999997 -0.08262499999999999 13.919698996450002 0.083365000000000022 43.487767439550005 43.047778594550003 241.11057232950003 0.081765000000000018 42.493282152450007 192.28474763930004 13.531614672700002 94.469527609150006 19.509954377250004 8.1436447804000007 15.584963555600002 24.392685421400003 -0.13509999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 10 -7 -8 -4 -10 13 12 -12 14 16 -16 20 18 19 21 -1 22 28 -24 -19 26 27 -25 -18 -30
right_child=-2 2 8 4 -6 6 7 -9 9 -11 11 -13 -14 -15 15 -17 17 24 -20 -21 -22 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=-0.013740777727565427 -0.053068089027709736 -0.020411620282368953 0.094746320210375878 -0.085521607935203442 0.01216243343623646 0.067051032363426522 -0.055183521398932012 0.034077373871211861 -0.10554677789041132 0.07996426559594505 0.044105586953259779 -0.11384732453929354 -0.12939657563463655 0.0065502719225670001 -0.01337468435048968 -0.13252250254115985 -0.033848840917866128 -0.028453833233832656 -0.088193463959798796 0.058680088698803146 -0.10449515873292092 -0.070669093422868451 -0.10782763902279927 0.064508676841419296 0.082983995551922429 0.021603270012175865 -0.12128407633376465 -0.043147569732873335 0.079225629308275092 0.014806364231814528
leaf_weight=10.725431034581559 1.0115097172092635 1.565019716072128 1.715501753613353 2.0285331890336233 1.6956995795480905 3.0255509811686352 1.2962639593752094 1.2838614147622136 0.38930766802513961 0.58183364197611809 1.4618191617773848 1.103162688872543 0.46623582765460003 73.787345322307374 4.4610972825903437 1.6907204573144552 2.9260270505619728 1.2602128746802908 2.2170055115275309 4.6634064671816295 2.2220348240807644 3.0448711835779241 2.7026575226336744 2.0768768384878049 3.8622431019030046 8.8557672239840013 1.8933519937563685 2.8012741408310831 3.707825232297183 11.707600552006621
leaf_count=916 77 34 25 54 41 62 23 23 33 17 84 139 7 1401 49 78 117 37 53 91 97 39 19 70 121 63 63 62 53 86
internal_value=1.34455e-05 0.000346487 0.0319942 -0.000510735 -0.0410446 0.000474353 0.0312334 -0.0107676 0.0625216 0.00559726 -0.000693549 -0.0400654 0.00214987 0.000131763 -0.00655583 -0.0461204 -0.002792 0.00384806 -0.00183764 0.0024763 -0.029316 -0.00412304 0.00140236 -0.0172741 0.0555684 -0.0016133 -0.0319759 0.00268717 0.0200671 0.0303009
internal_weight=162.23 161.219 4.25166 156.967 3.72423 153.243 5.60568 2.58013 2.68664 0.971141 147.637 3.03122 1.92805 144.606 70.8184 6.15182 64.6666 51.7191 46.5967 44.3797 12.9475 39.7163 36.6714 18.3299 5.12246 15.6273 6.7715 4.87815 18.3415 15.4154
internal_count=4034 3957 109 3848 95 3753 108 46 75 50 3645 230 91 3415 2014 127 1887 874 716 663 1013 572 533 277 158 258 195 132 256 139
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=31
num_cat=0
split_feature=15 23 17 8 19 13 23 22 17 22 22 15 17 0 15 22 20 13 22 6 20 22 23 9 17 20 5 20 22 17
split_gain=0.298447 0.704214 0.500695 0.577736 0.3917 0.488161 0.365829 0.325694 0.382644 0.33381 1.5911 1.20972 0.975486 1.02029 0.698539 0.608246 1.10854 1.19222 1.0264 0.984605 0.890341 1.31077 1.0716 0.887491 1.07573 0.805118 1.49759 1.84915 1.79154 1.63953
threshold=46.683480308100009 0.090390000000000012 203.72643944000004 8.3434888241000014 14.651182102100002 117.61735474900001 0.4381000000000001 0.28584000000000004 194.36188291790003 -0.50001499999999999 -0.58559499999999998 28.176737565850001 197.01076493205002 97.752337623100019 19.096840641000004 -0.11572 40.984321400500008 99.768681220950015 -0.11103999999999999 16.455384477450004 40.467253020850002 -0.12546499999999997 0.11379500000000002 201.61239113610003 188.41589330430003 42.719328117250008 21.723721974650005 43.157831852650006 -0.077085000000000001 189.72181505755
decision_type=2 2 2 2 2 2 2 2 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 -9 10 11 12 -1 -14 -15 16 20 -18 -17 -19 21 22 23 24 -11 -20 27 -27 -28 -29
right_child=1 2 -4 -5 5 -7 -8 8 -10 15 -12 -13 13 14 -16 18 17 19 25 -21 -22 -23 -24 -25 -26 26 28 29 -30 -31
leaf_value=0.063322373195737067 -0.083099179917907259 0.012619917438335208 0.049565028001640254 -0.09144602542400615 0.051585641043450106 -0.016196166890980267 -0.060933749978790565 -0.11460014560929793 0.030432436749676713 -0.016325857674118018 -0.089382804385818027 -0.089113984418868156 0.098854105191907626 0.076342621855545093 -0.11652937855824237 -0.099533296018616199 -0.10700084338825953 0.054849258397675828 0.0032697569995261766 -0.003869464627275665 -0.071734184253142957 0.059028617982949165 0.077940194533052398 0.019699633873963729 -0.1394077727328214 -0.098470588713498855 0.043808933541311962 -0.11386609848624554 -0.092204061387208824 0.0067372381551776125
leaf_weight=3.0968318597733742 1.4381427350454021 1.3422238145140006 1.2890505492687223 0.88536443293560285 3.1844601668417445 1.5945539885433389 0.98240030405577172 0.51598175164690374 0.28097146560321562 1.409624543586687 2.3046729202978877 1.0339268610405268 0.43758729565888632 0.23258314331178531 0.97484469207120128 1.0533264745608892 0.58360848298616375 10.447594171739182 96.731656454212498 3.9298272752203038 1.8951482115080578 2.8333929687214576 0.82888074868242245 1.3685335826812659 1.4308990462959625 3.7814226893679033 5.3053937468939694 1.3565172766029698 1.1846711662510632 6.6679711193355615
leaf_count=76 70 19 13 34 32 35 29 65 51 196 179 21 4 50 57 28 349 236 1558 119 74 34 14 53 61 86 64 185 97 145
internal_value=1.40323e-05 -0.0241466 -3.76718e-05 -0.0287415 0.000784136 0.0289697 -0.000109877 0.000289315 -0.0634679 0.000630586 -0.0191353 0.0088952 0.0302654 -0.0319661 -0.079377 0.00176487 0.0160051 0.033112 -0.00126857 0.0387995 -0.0102007 0.0046145 -0.0259886 -0.0464551 -0.0783277 -0.000368741 -0.0196056 -0.0408182 0.0189817 -0.0136504
internal_weight=160.402 4.95478 3.51664 2.22759 155.447 4.77901 150.668 149.686 0.796953 148.889 8.08045 5.77577 4.74185 1.64502 1.20743 140.808 24.7275 14.961 116.081 14.3774 9.76648 7.87133 5.03794 4.20906 2.84052 115.028 18.296 11.8059 6.49006 8.02449
internal_count=4034 136 66 53 3898 67 3831 3802 116 3686 387 208 187 111 107 3299 1136 704 2163 355 432 358 324 310 257 2135 577 416 161 330
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=31
num_cat=0
split_feature=20 20 20 22 15 23 8 15 23 17 16 22 16 16 16 22 5 10 19 10 15 10 22 21 13 9 2 15 9 18
split_gain=0.258734 0.353938 0.349432 0.979118 0.414376 0.978483 0.331102 0.316904 0.727161 0.453588 0.568193 0.360292 0.373986 0.922196 0.432814 0.398325 0.838725 1.50348 0.718226 0.517636 0.754206 0.842369 0.6363 1.44521 1.01071 1.19981 0.769966 0.650606 1.71385 1.07235
threshold=32.051492741500006 30.317390213800007 34.654301448200009 0.17076500000000003 31.025894238900005 0.097970000000000015 8.2435668022500028 46.683480308100009 0.090390000000000012 203.72643944000004 22.584947186600004 -0.63113999999999992 9.719977270450002 12.604970524100002 9.2849782877000013 0.20167500000000002 19.830540377400002 68.20618276945001 12.551012654050002 81.320481529800006 19.763739472850002 76.599549052750021 0.070580000000000018 1.1798413345000001 117.54207792135001 199.38481636575003 41.467794892200004 24.191310790650004 206.57490536735003 14.738651916450001
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -1 11 -9 10 -10 -4 14 -14 -13 19 17 -17 -19 20 21 -15 26 -24 25 -25 -22 28 -28 -30
right_child=2 -3 7 -5 -6 -7 -8 8 9 -11 -12 12 13 15 -16 16 -18 18 -20 -21 22 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=-0.10048306905320553 -0.1048179507551637 -0.12350001449465718 -0.056235347396374827 -0.068900133964676188 0.088966367195251861 0.07276113070854609 0.10267188422992198 -0.09005370774182378 0.015827737140301692 0.045957626396573956 -0.0885319856965886 -0.10056038977864766 -0.10432959084992816 -0.044154812969391583 0.10228530565943819 -0.081129221666665988 0.067706449819952649 -0.0077708012304376715 0.083088226508605867 -0.060374452732986542 0.075199788628307646 0.065882483599674801 -0.11440591987081039 -0.11253651987212476 0.056898581025481565 -0.0011664728122915545 0.00046930745847897622 0.0025193447155780679 0.027296159156047547 -0.11027889860068188
leaf_weight=0.13877761777985043 0.45768962916918077 0.39469350925355684 1.1175849211285811 0.79830247742938798 1.6769461780786512 0.96349280432332307 0.19014136679470539 1.2883641534135666 1.1896345149725682 1.2531563416123388 0.92921712750103314 0.1252758605623957 0.83615276791533588 0.88454867294058104 0.65602684568875702 1.6044143601320673 2.7267799514811486 1.8121416873182172 1.6734239244833586 1.4172107996419061 1.3773364988155652 3.2586176617114688 1.562416190514339 1.3202054254652464 1.783092681027483 3.6191366519778967 9.7166096462606202 110.50208916855627 0.71534371934831087 2.7243191234301776
leaf_count=119 74 60 42 24 21 23 3 68 7 13 45 393 380 109 20 34 47 32 16 150 20 75 27 63 36 36 324 1678 7 88
internal_value=4.53927e-06 -0.0596552 0.000277789 0.0298528 0.0552987 0.0155721 0.0169567 -0.000470051 -0.0261494 -0.00173313 -0.029939 0.000330814 0.000757051 0.000391626 0.0697606 0.00098852 0.0229527 -0.00102257 0.0358507 -0.00024771 0.000372179 0.04239 -0.000933596 -0.027772 -0.00763674 -0.0309339 0.000844715 1.65307e-05 -0.0210051 -0.0816675
internal_weight=158.713 0.723612 157.99 3.89643 3.09813 1.42118 0.328919 154.093 4.66037 3.37201 2.11885 149.433 148.315 147.534 0.781303 146.698 7.81676 5.08998 3.48557 138.881 137.464 4.14317 133.321 8.28485 6.72243 4.93934 125.036 123.658 13.1563 3.43966
internal_count=4034 182 3852 142 118 97 122 3710 133 65 52 3577 3535 3122 413 2742 129 82 48 2613 2463 184 2279 162 135 99 2117 2097 419 95
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=31
num_cat=0
split_feature=21 21 9 7 16 19 7 18 18 2 18 9 21 9 0 16 7 22 21 21 15 9 16 19 2 17 18 7 4 23
split_gain=0.25086 1.12161 2.75029 3.51715 0.808724 1.24875 0.992216 1.25467 0.930168 0.853239 0.775803 0.760167 0.611559 0.995346 1.38483 1.14183 1.10688 1.05194 0.761331 1.46914 1.62936 0.782162 0.772674 0.62031 0.610577 0.630634 1.09889 1.70277 2.38389 1.05642
threshold=1.2199730554000003 1.9176293050000004 194.45262321395003 24.363141638800005 15.404963976500001 11.850956171350001 23.203497038450006 13.531614672700002 14.030930991100002 109.60702220095001 12.971888692100002 187.94830913940004 3.2025200283000004 194.82237869650001 86.756543869550015 22.674946976100003 25.115444054700003 0.059320000000000012 3.8781687083500005 3.4801976177500005 37.050691080100002 204.27826083785001 22.574947209950004 14.351157895250003 49.864842700850012 188.10488866565001 13.314799198000001 23.109894804950002 186.12253940095005 0.085895000000000013
decision_type=2 2 2 2 2 2 2 2 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 7 9 -8 10 -6 -11 13 23 15 -15 -16 -18 19 22 21 -21 -14 -3 -20 -26 29 28 -28 -27
right_child=1 12 3 -5 6 -7 8 -9 -10 11 -12 -13 18 14 16 -17 17 -19 24 20 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.017281974521916633 -0.15805161927205605 0.027632566380597457 0.079342011368041851 -0.099084220211318255 -0.0046567509602019348 -0.11844102871066971 0.064169482303411171 -0.14094673080336989 0.012756897232461463 0.02744581240274074 0.083973704349761133 -0.096696185972881682 0.020050323276075213 -0.1398221156691038 0.041230691677313774 0.017337726772442299 -0.08769421732127336 0.043680083792006358 0.080378332046165527 -0.2037807687961114 -0.0098691823289075442 -0.069930976845969287 -0.088555829060551983 0.10230729837192357 -0.014817877795803722 -0.018004834711274533 0.020928576971738531 0.0018818333206444709 -0.13980914936361125 0.04172526143499778
leaf_weight=1.5340569428226474 1.5644506020544202 2.7672004573978475 2.3692012910032645 2.07004951829731 3.341861572989731 1.2146661698570822 5.0167267723009017 0.72036223113536824 11.787409639742689 0.75201496784575317 1.4019123523030428 1.4335086555220184 4.2432326380512659 1.1221239392762061 6.3378252284601313 0.78619440272450436 1.5679602761811113 0.99708259513135988 0.93631420284509559 1.0394571466458731 1.6511308577028101 0.75272706057876337 0.77466215984895814 1.8601859828922895 24.13356084022962 3.9264308392303056 1.6695746356272132 55.411929979516572 2.0625145063895616 12.043690547114236
leaf_count=292 43 66 30 78 85 103 71 17 179 120 28 21 190 31 53 19 98 21 13 52 27 37 23 60 896 54 21 1102 78 126
internal_value=8.34597e-07 -0.00182538 -0.0440388 -0.00385922 0.00873413 -0.0426943 0.0145149 -0.0153401 0.0281057 -0.00228214 0.0215359 -0.0539803 0.000217086 0.0188407 0.00222895 -0.075075 0.0187989 -0.0366264 -0.00242934 -0.0312341 -0.0815364 -0.147563 0.00328371 0.0576514 3.41428e-06 -0.000754852 0.00376348 -0.00252165 -0.0679021 0.02704
internal_weight=157.29 130.087 6.0037 4.43925 27.2025 2.74872 24.4538 7.64966 16.8041 6.9293 4.74377 2.18552 124.084 15.4386 10.8112 1.90832 8.90287 2.56504 108.645 8.46121 3.44332 1.79218 5.01789 4.62739 100.184 99.2477 75.1141 59.144 3.73209 15.9701
internal_count=4034 3118 151 108 916 395 521 271 250 254 113 141 2967 348 222 50 172 119 2619 329 116 89 213 126 2290 2277 1381 1201 99 180
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=31
num_cat=0
split_feature=23 23 15 20 7 20 22 19 22 18 22 8 20 6 18 22 22 5 22 6 16 13 5 22 8 15 21 15 17 22
split_gain=0.279746 0.524688 0.776703 0.353959 0.426417 0.378396 0.413732 0.407998 0.868488 0.81992 0.303684 1.09735 1.19318 1.99218 2.45345 1.37367 1.05682 2.27876 1.08639 1.83888 1.33677 0.996284 1.66218 0.90883 0.904482 1.04966 1.98071 1.37838 1.31329 0.954776
threshold=-0.55648999999999993 -0.41441 36.346245650200011 32.724174661450007 22.545611589100002 34.654301448200009 0.19040000000000004 13.951125619400001 0.10957500000000002 13.975517741000003 -0.037054999999999998 8.9430209551500024 41.50623664750001 16.415383542800004 13.091807150500001 -0.0019399999999999999 -0.053159999999999992 20.603398083600002 -0.06483499999999999 14.865347326450001 22.634947069650003 113.0174028878 20.016397659050003 -0.054619999999999995 9.3427090425500019 42.493282152450007 6.4178488307500006 44.190294328500009 192.28474763930004 -0.068964999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 7 8 9 -5 16 12 15 -14 -15 -12 18 -18 24 23 -21 22 -17 -20 25 29 27 -27 -28 -7
right_child=1 3 -4 5 -6 10 -8 -9 -10 -11 11 -13 13 14 -16 21 17 -19 19 20 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.056570250811333871 -0.11987925280241318 0.027484968206903326 0.10714494847496026 0.076446144111670361 -0.11670788506885853 0.00041995640676392834 -0.044056856945644873 0.099680095014253831 0.11552973389775796 -0.11322284277386477 0.057966426374027817 -0.062450521277618423 0.0048525511671061762 0.058843794343289617 -0.14800677633723494 0.0014789771262380654 -0.0027236646479411007 -0.11931832368613465 -0.13001402258917222 0.082612515578866369 -0.0065937689921522812 0.035178483780100328 -0.1325818335272215 0.0044830944710393715 0.055968462322151524 -0.02835492176668826 -0.067066630868845886 -0.13009077783835213 0.031919537831083103 -0.088612749388621792
leaf_weight=0.86903992206498415 0.75617371810221712 0.32624220273282745 0.18820708990097046 0.37264281872194238 0.55228116963917273 71.009185015871466 0.54799294137046661 1.0490639435593037 0.57893581094685942 0.58685271361173363 7.7473596057679996 2.1902618305175556 11.876964666334969 0.8032556107064005 2.0039123420719989 11.347145383755562 5.4836142967978949 2.4142687863204628 0.87344256674259679 5.2046630836557597 2.4803972382796928 8.4070572383789095 1.006925273220985 1.1827066740952414 2.4538653572089961 2.7046011444181186 1.8770427246345205 2.6236086366116069 4.6874661881010979 1.2252715895301793
leaf_count=66 99 42 1 23 111 2048 18 20 3 57 117 64 377 80 40 240 40 33 41 45 27 90 45 7 51 22 48 98 46 35
internal_value=-7.31133e-06 -0.000325425 -0.0746353 0.000131404 -0.0631615 0.000495453 0.0348763 0.0515932 0.0188024 -0.0395604 -0.000225126 0.00660251 0.0101041 -0.0130544 -0.0888176 0.0220326 -0.00319824 -0.038365 -0.000314761 0.031347 0.0538207 0.00862331 -0.00944772 -0.0526507 -0.00387702 -0.00562262 -0.0331515 -0.0784496 0.00361563 -0.00109025
internal_weight=155.43 154.561 0.944381 153.617 0.878523 152.739 3.13549 2.5875 1.53843 0.959496 149.603 45.3829 43.1926 14.6841 2.80717 28.5085 104.22 7.89788 96.3223 9.74121 7.68506 20.7611 12.3541 2.05615 86.581 84.1272 11.8927 5.32821 6.56451 72.2345
internal_count=4034 3968 100 3868 153 3715 121 103 83 80 3594 1053 989 497 120 492 2541 73 2468 120 72 375 285 48 2348 2297 214 120 94 2083
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=31
num_cat=0
split_feature=6 8 6 23 18 2 3 19 5 19 6 16 23 10 10 5 2 10 0 21 19 16 17 13 5 16 18 20 0 13
split_gain=0.244131 0.339126 0.677589 0.561625 0.479114 0.822067 0.507419 0.996642 0.980326 0.845349 0.68209 1.38854 0.532108 0.479051 0.746712 0.46248 0.43887 0.40208 1.57942 0.876231 0.93164 0.858199 1.4092 1.3907 0.941543 1.07246 1.2731 1.01303 0.885163 2.31071
threshold=5.3251244207000008 2.3481675133500004 8.2451926476000015 0.087905000000000025 17.323446153950005 268.61063733165003 81.105404879350019 12.551012654050002 16.078966488550005 13.351077205700003 12.26528657645 15.164964537700001 0.08895500000000002 75.634392583900009 75.499969677400017 13.154029769200003 157.39400167590003 70.206395618550019 94.625660817400004 6.7094573673000006 12.851036860900001 19.199955102150003 171.92791459955001 109.72404167800001 18.160071980500003 18.684956306450005 13.4793103924 39.525197829750006 93.399723909900004 112.36141910395001
decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 16 7 10 12 -9 15 -12 -8 14 17 -4 -6 21 -19 -20 -21 22 -10 -23 -24 26 -26 -28 29 -25
right_child=1 2 4 -5 5 -7 8 9 13 -11 11 -13 -14 -15 -16 -17 -18 18 19 20 -22 23 24 28 25 -27 27 -29 -30 -31
leaf_value=-0.070709664486504051 -0.048427021072314391 -0.081706616535551571 0.079669536650334993 0.095843490645954404 -0.042376482781071083 -0.054456707758276018 0.092608654872100515 -0.11009795494203885 -0.057148021876888146 -0.016391409973032661 -0.1107433596401035 0.044512702518903047 0.014459833557290514 -0.052264909750027615 0.074578729675227107 0.004568270193263964 0.081044997861873441 -0.097344016039619813 0.0064107089779126009 -0.00096716048110890825 -0.099620533402707573 -0.086515858246354049 0.1046205587292427 -0.091202104654722671 0.059238127886291875 0.077285475638127182 0.055771750477011321 -0.12160908124980051 0.058712289007438537 0.0023945541913741675
leaf_weight=0.48692273438064049 0.3889168533423788 1.0136363213823631 0.96499655501975024 0.88122345966257853 0.3310881912766489 0.74380839749937866 1.7467963862000027 1.8785001605283462 1.4813192928850165 1.9747513444162903 1.3994253751079671 0.97906436771154393 1.7383187487721441 1.7376014998153539 1.3499161787331093 5.4560727516291081 2.2193513401143719 1.9968331008567499 15.816256335820073 2.0606370184541443 1.7877103528007863 1.8391114603728045 2.1972510566702113 2.7169365398585787 1.3248263058339946 2.3376447958289646 0.44360519920883223 1.1741702990475458 2.6098750233650199 90.438121807383141
leaf_count=672 60 146 60 23 87 49 18 94 359 41 83 16 27 26 8 165 79 126 230 47 81 24 21 36 118 33 22 49 21 1213
internal_value=-1.41511e-05 0.000210797 -0.000219875 0.0516679 0.00032806 0.0380456 -0.000514606 -0.0196619 0.00128267 -0.0620743 -0.0010899 -0.0468349 0.0536293 -0.000106648 0.000592799 0.0158549 0.0650229 -0.000186108 -0.0126064 -0.00400172 -0.0467956 0.0023386 0.0319596 -0.000380229 0.0496121 0.0267217 -0.0134469 -0.07297 0.00127396 -0.000335262
internal_weight=153.515 153.028 151.758 1.27014 150.744 3.29425 147.45 12.6528 134.797 3.85325 8.79956 2.37849 3.48512 131.312 129.574 6.42107 2.55044 128.224 21.6614 19.6646 3.84835 106.563 8.95882 97.604 7.4775 5.28025 2.9426 1.61778 95.7649 93.1551
internal_count=4034 3362 3279 83 3133 215 2918 459 2459 135 324 99 45 2414 2388 225 166 2380 484 358 128 1896 602 1294 243 222 189 71 1270 1249
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=31
num_cat=0
split_feature=17 15 20 8 4 16 2 9 22 9 22 22 2 23 14 9 23 22 20 15 6 0 22 20 13 0 22 16 3 12
split_gain=0.278199 0.419569 0.282236 0.947171 0.721918 0.68339 0.629948 0.46491 0.991549 1.01059 1.12743 0.759038 0.497503 0.637922 0.512307 0.674354 1.63788 1.00371 0.900111 0.971845 1.08884 0.955434 0.531103 0.981087 0.952141 1.12738 0.859715 0.83966 1.5603 1.00384
threshold=160.21442126885003 35.098844929350008 47.709122305950011 5.9453602998000008 375.65892766775005 21.094950670800003 134.33885108415004 186.68586460755003 -0.11572 185.90443620030001 -0.044409999999999998 -0.093879999999999991 60.327272492300004 0.093325000000000033 156.61564208075004 192.39832633775004 -0.081689999999999999 -0.24468499999999999 42.233786329550007 37.606388722050006 15.115353167800002 86.329079026800017 -0.25236500000000001 39.792680591700012 104.08096806215002 87.009258933850006 -0.167075 22.654947022900004 92.324340657750014 147.71408935820003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 6 -2 -4 8 -5 10 11 -10 13 -9 -14 16 -16 -18 19 20 -19 -21 23 -17 -25 -26 -24 29 -29 -28
right_child=2 -3 4 7 -6 -7 -8 12 9 -11 -12 -13 14 -15 15 22 17 18 -20 21 -22 -23 26 24 25 -27 27 28 -30 -31
leaf_value=-0.10793163161719473 -0.10142205270446997 0.10413043891649697 -0.026020767109627752 0.085694061257823639 -0.10287814979209041 0.047986345090312459 0.070638603197078528 -0.013101800361550545 -0.095576157522724706 0.060908398777665601 0.05845952984313596 -0.011826908725335377 0.060225312324921433 -0.096576911555592893 0.064515637629337402 -0.065665175546881185 0.041800642497733492 0.0030413935952977676 -0.10247554625459449 -0.0467306642250922 -0.097888857582131977 0.049568013239319753 0.06665742708478116 -0.058660157682362463 -0.044671287424922913 0.084612190825693462 0.012084874361269874 0.08467439104743063 0.0041450199116567906 -0.0094661617164420869
leaf_weight=0.49091204015712619 1.498266521928598 0.11519159376621246 0.94755812444054743 1.878576099363271 0.37970937187492371 0.38475532829761494 2.3375470320206659 4.3227632002090095 1.3594676846405462 2.6707477780873878 1.8974803145683834 5.3057799674570569 1.3960868469439436 1.1614701969083396 1.937996300810483 3.2033643435570403 1.5224614671897132 1.6604010548035093 2.1733298447798015 1.9310620338656006 3.0002012811601162 2.208728926256299 2.1333197426574619 1.4784338862227739 1.0353770470246675 1.9351933207362888 36.266508000087939 3.4096628576517096 8.1739710542606172 53.495414170014556
leaf_count=277 929 1 42 48 188 5 107 70 31 36 29 58 22 26 29 111 27 33 106 22 24 18 58 59 36 21 557 42 125 897
internal_value=-1.49107e-05 -0.0676287 0.000256297 -0.000425074 0.0276688 -0.0708936 0.0427581 0.000486549 0.0184484 0.00720286 -0.00954811 -0.0289087 -0.00129166 -0.0307805 -1.78612e-05 -0.000687669 -0.0210221 -0.0342878 -0.0448441 -0.0306116 -0.0619311 0.00464818 0.00195344 -0.0234679 0.00691484 0.0395511 0.00383338 0.00251094 0.027849 -0.000758897
internal_weight=151.712 0.606104 151.106 147.441 3.66481 1.88302 3.28511 145.558 13.1121 11.2335 8.56273 6.66525 132.446 5.48423 126.962 125.565 14.4342 12.4962 10.9737 8.80039 4.6606 4.13979 111.131 7.65237 4.449 2.97057 103.479 101.346 11.5836 89.7619
internal_count=4034 278 3756 3419 337 934 149 2485 202 154 118 89 2283 96 2187 2165 259 230 203 97 57 40 1906 227 116 57 1679 1621 167 1454
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=31
num_cat=0
split_feature=17 3 6 2 21 21 9 7 21 23 15 23 4 15 20 13 21 8 7 18 21 20 10 7 19 7 2 2 18 22
split_gain=0.253479 0.66914 0.485235 0.328339 0.255085 0.900523 2.30379 2.87544 0.554991 0.552806 0.850203 0.581196 0.539272 0.539153 0.707928 0.683296 0.502732 0.808261 0.664907 0.758799 0.661453 0.87827 0.979268 0.745409 0.645288 0.890183 0.545658 1.08004 0.523901 0.604423
threshold=241.79519611995002 76.172084209950015 8.2451926476000015 187.91736117530004 1.2199730554000003 1.9176293050000004 194.45262321395003 24.363141638800005 1.0757446953500003 -0.092630000000000004 26.243701454300005 1.0000000180025095e-35 161.32746469610001 40.94720173475001 41.147265497500008 117.72489307420001 3.2025200283000004 8.4434108459500017 25.115444054700003 16.119790806350004 3.8781687083500005 39.749124837650008 64.730006406800015 24.175586727800006 14.251149826300002 22.695144739300002 49.864842700850012 60.327272492300004 13.820816557100002 -0.10423499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 8 6 -6 -8 9 10 -3 -11 -12 14 -13 -15 17 18 -7 -20 21 -18 28 -24 -19 -26 -22 -28 29 -23
right_child=2 4 -4 -5 5 16 7 -9 -10 11 12 13 -14 15 -16 -17 20 24 19 -21 26 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.10133860137211655 0.067437720591478983 -0.10348363975281501 0.086520475693292298 -0.1141296608128938 -0.15111695716187812 0.05203306707322225 0.075457271790791314 -0.094603883150797374 0.060876017389489612 -0.065478384448655655 0.0091766378831140104 0.0039120183717658063 0.10608277261624018 -0.095940087611389072 0.07394010956203044 0.0028547144619400721 0.0082508406127952388 0.035726260350149176 -0.07270965688875923 0.045503213507701736 0.078099756714971214 -0.020538810712065054 -0.26891465520871843 -0.08898662305661402 0.028633950122332625 -0.074897249910386807 -0.12540287421036031 5.3320055953453586e-05 0.021972238265909938 -0.13212431409756473
leaf_weight=0.65367927718398178 0.1619817386381317 0.32941534386191706 0.87409511348232627 0.25860486424789997 1.4192428099922825 6.6450637127709324 2.1597569241421297 1.842393643397372 1.9256276350934047 1.2979518393403875 0.94884490396361831 14.275567826640328 1.4546034436207262 1.1460741283372038 1.6059949588961888 1.7989274971187112 3.300879260787041 1.8215211092028756 1.0516722572501751 1.1226296545937655 0.88338530249893565 1.3035469407041094 0.32193690503481753 0.80845219123875722 1.3032690659165385 2.2893767424393445 0.69122125441208382 94.565526576450793 1.1528381507378069 0.77345759616582688
leaf_count=856 9 131 34 40 32 122 30 68 39 34 19 280 43 30 37 28 52 31 45 23 13 11 23 67 16 40 13 1796 24 48
internal_value=-2.1656e-06 -0.000385254 0.0440543 -0.0442021 5.99125e-05 -0.00179867 -0.0416498 -0.00283054 0.0093184 0.00497491 0.0471763 -0.000755948 0.0678257 0.00370618 0.0109935 -0.0355922 3.17139e-05 0.0176559 0.0363268 -0.0116743 -0.00238496 -0.0306634 -0.060123 -0.14023 -0.012758 -0.0373402 -0.000131545 -0.000857041 -0.0320868 -0.0620922
internal_weight=150.188 148.893 1.29468 0.420587 148.239 123.456 5.42139 4.00215 24.783 22.8574 2.73286 20.1245 2.40345 18.8266 15.8816 2.945 118.035 14.2335 8.81937 2.1743 103.801 7.66111 4.36023 1.13039 5.41417 3.59265 96.1401 95.2567 3.22984 2.077
internal_count=4034 3951 83 49 3095 2454 130 98 641 602 193 409 62 375 317 58 2324 277 190 68 2047 225 173 90 87 56 1822 1809 83 59
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=31
num_cat=0
split_feature=17 3 6 16 17 15 18 4 16 23 9 2 9 22 9 22 6 2 20 22 5 21 22 20 23 7 20 7 10 10
split_gain=0.219697 0.604823 0.421243 0.298293 0.250537 0.603771 0.507764 0.39402 0.315129 0.513297 0.349975 0.51515 0.5086 0.595916 0.39336 0.837612 0.455523 0.708732 0.435087 0.428567 0.808297 1.16944 0.887968 0.873533 0.809 0.73372 0.896697 0.801699 0.753425 0.711956
threshold=241.79519611995002 76.172084209950015 8.2451926476000015 17.444959206100005 221.27458857605004 24.719476717350002 17.138111898250003 337.15527657900003 12.644970430600003 0.097015000000000032 223.29399794390005 201.70502722175004 219.59809404590001 -0.13125999999999996 216.0493559571 -0.095204999999999998 17.755414852450006 56.478612905150008 34.466665687600006 0.010890000000000002 21.386268748550005 11.798219863050003 0.066710000000000019 38.400997490450003 0.10301500000000002 25.677928533150006 41.942745071500006 25.395581754250003 75.634392583900009 75.408562100950022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 -6 8 -7 9 -3 12 -12 14 -14 16 -16 19 -18 -19 25 21 22 -21 -24 -22 27 -27 28 29 -10
right_child=2 4 -4 -5 5 7 -8 -9 10 -11 11 -13 13 -15 15 -17 17 18 -20 20 24 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.10121309323409784 -0.11267619970100314 -0.11140879506752362 0.083007611450772317 0.066026137196414147 -0.10836722307222404 0.061678982129110077 0.056930981092584744 -0.050831628497335073 -0.0017743834314270287 0.0087581882740193802 -0.010793182476223901 0.075302236788079666 0.020315588602817236 -0.075846954882106243 0.09408466335470661 0.00017706214268132972 0.025120386647758189 0.06153306716005863 -0.10260907904263405 0.05289208761378527 0.072166273824102276 -0.072861868437139349 0.033574069013342082 -0.024090480638141714 -0.025301540114520495 -0.11162548713982096 -0.0074036195363954968 0.056791518670553723 -0.050609648694023027 0.055624563212602007
leaf_weight=0.59216963572907744 0.23923248729260993 0.66110267489420838 0.82269534660736099 0.15323944948613644 0.71923030176549119 0.63703575916588284 1.5790113168768574 0.60867409477941692 96.683930660728947 0.76888775211409666 1.2947955760173493 1.5002333757001904 0.99056315119378302 1.8441986810066726 1.3925718376412985 2.9874415693338952 0.96635375870391671 0.18261345554492425 1.3958074346592182 3.9403568959096509 3.6684947430039747 1.8157654965907557 4.2208190557430481 6.9569869059050689 1.1090231118723748 1.3364826908800744 2.1592505785083631 2.3724526673031496 3.0933260734454953 2.2103557735681525
leaf_count=856 47 229 34 2 45 15 29 26 1651 23 26 29 18 42 17 48 23 26 179 54 78 44 51 129 16 66 33 67 116 15
internal_value=-4.70309e-06 -0.000353125 0.0423415 -0.0429024 5.29114e-05 -0.0354154 0.00053312 0.00670447 -8.7233e-05 -0.0467965 0.000382743 0.0354186 -0.00032011 -0.0422445 0.000550605 0.0300338 -0.000426876 -0.0423262 -0.0836189 0.00039605 0.0132146 0.00296603 0.0120733 -0.00231594 0.0495407 -0.00218433 -0.0472495 -0.000674791 -0.00201158 -0.000491477
internal_weight=148.903 147.688 1.21517 0.392472 147.096 1.96494 145.131 1.24571 143.552 1.42999 142.122 2.79503 139.327 2.83476 136.492 4.38001 132.112 2.54477 1.57842 129.567 21.7114 16.9339 15.1182 11.1778 4.77752 107.856 3.49573 104.36 101.988 98.8943
internal_count=4034 3951 83 49 3095 86 3009 41 2980 252 2728 55 2673 60 2613 65 2548 228 205 2320 372 278 234 180 94 1948 99 1849 1782 1666
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=31
num_cat=0
split_feature=23 23 20 20 20 15 22 19 22 18 15 23 17 8 22 16 10 8 18 14 16 17 9 20 12 19 12 20 16 16
split_gain=0.237978 0.504564 0.466675 0.338913 0.385148 0.363494 0.325496 0.337806 0.640422 0.67907 0.274441 0.63758 0.362366 0.372145 0.317591 0.338703 0.560361 0.823783 0.4743 0.469632 1.00381 0.944879 0.7438 1.02206 0.692227 0.669501 0.575844 0.488376 0.368563 1.18131
threshold=-0.55648999999999993 -0.41441 32.724174661450007 32.724174661450007 34.654301448200009 37.491361913600009 0.19040000000000004 13.951125619400001 0.10957500000000002 13.975517741000003 46.683480308100009 0.090390000000000012 203.72643944000004 8.3434888241000014 -0.63113999999999992 9.719977270450002 81.479100559500012 7.1444245619500011 17.138111898250003 374.34418077925005 20.664951676350004 208.33805927010005 201.7576686733 42.094663496250007 199.78749241660003 14.351157895250003 320.0928336514001 41.257403903850005 17.684958644900004 14.544965987550002
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -3 7 8 9 -5 14 -12 13 -13 -6 -16 18 -18 19 21 26 -17 -23 24 27 -22 -21 -24 29 -20
right_child=1 3 -4 4 10 -7 -8 -9 -10 -11 11 12 -14 -15 15 16 17 -19 28 20 25 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.054549110690777142 0.069519894781678873 -0.0929398892864962 -0.11867727475980516 0.075636320075445115 -0.054951340312243996 0.10252788545105501 -0.031773012770971255 0.099830018496474784 0.11271212322856822 -0.11043482873887629 -0.090194567011019341 0.0057186550703790797 0.041464532678755717 -0.08384664835748476 0.07457574900603639 0.0014906047183086679 0.057227050286395569 -0.10657280940356598 0.10424977792706024 0.038351403492679403 0.0019939514083554088 -0.11767217769467991 -0.084893556338012141 -0.081515289013049025 0.05467760267779298 0.095777522082906977 -0.094334572295596678 0.010791185978235035 0.10373279794158197 -0.1036163671428878
leaf_weight=0.79535631141334207 0.16638143676391237 0.67468109060064207 0.63323966473035398 0.33511143131181576 1.0237204347213253 0.11075378768146038 0.54655849776463572 0.94233253388665605 0.47847005596850067 0.47294087677073549 1.1151696300657921 1.2122023153933699 1.1850433200597761 0.75151218043174584 0.62207073591343842 121.82570228007899 0.42905551653529883 1.0795948660088468 0.63021022453904041 0.55006654498720198 1.1961496642325076 0.97362657662597385 0.94075023336336094 1.9893487789668141 1.6912921960465608 2.0933538852259517 0.80685089366670582 1.2319579194299874 0.77958803251385678 0.48288177652284503
leaf_count=66 29 151 71 23 42 2 18 20 3 57 68 18 13 34 403 2129 208 236 7 36 27 46 33 29 29 40 128 13 17 38
internal_value=-3.5014e-06 -0.000298722 -0.0795181 0.000134643 0.000488566 -0.0653771 0.0373833 0.0543418 0.0210232 -0.0332683 -0.000229463 -0.0252173 -0.00220479 -0.0285579 0.000540679 0.000954364 0.000619342 -0.0599886 0.00129569 0.000589895 0.031823 -0.000538121 -0.0367402 -0.0232783 0.00670457 0.0616754 -0.0405464 -0.0306389 0.0510037 0.0140732
internal_weight=147.766 146.971 0.799621 146.171 145.386 0.785435 2.77541 2.22885 1.28652 0.808052 142.61 4.26393 3.14876 1.96371 138.346 137.323 136.7 1.50865 135.192 133.299 4.64642 128.653 6.82698 5.85335 3.864 3.2895 1.35692 2.17271 1.89268 1.11309
internal_count=4034 3968 100 3868 3715 153 121 103 83 80 3594 133 65 52 3461 3419 3016 444 2572 2510 231 2279 150 104 75 67 164 46 62 45
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=31
num_cat=0
split_feature=3 23 7 7 23 5 10 13 8 3 5 15 19 21 21 21 21 13 12 13 17 15 17 6 10 3 23 23 16 22
split_gain=0.212687 0.574179 0.47723 0.618994 0.531988 0.516737 0.793542 0.704415 0.592803 0.529134 1.12682 0.456054 0.452863 0.407494 0.544865 0.507295 0.402567 0.417261 0.395801 1.45928 0.570822 0.844512 0.775856 0.624845 0.744176 1.20061 0.519783 0.824032 0.614964 0.454421
threshold=108.40938565220002 0.049900000000000007 19.623463571950001 21.725272673150005 0.079805000000000029 25.767562150000003 61.622148808000013 117.80016990185001 8.4434108459500017 92.913112988300014 29.996566321350006 46.683480308100009 14.651182102100002 6.9459996152000008 5.2761091985000013 1.9425901130500003 15.285239689500001 117.69263157665002 333.82192118495004 113.18408729185002 205.83789591070004 38.213426205600008 205.32027903760002 16.425383776450001 67.074341896550024 83.326071295150015 0.091935000000000031 0.082935000000000023 18.194957452300002 -0.053159999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 8 11 -5 -7 -11 12 18 14 15 -6 17 -13 20 -20 22 23 29 24 -22 26 27 -26 -28 -8
right_child=1 -3 3 5 13 9 7 -9 -10 10 -12 16 -14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.049140384986591096 -0.093652910091274022 0.076677538611059221 -0.10561807142460318 0.0078101485944725921 0.0056864768720516212 0.10477418688654649 0.005027021798363002 0.082876763338750437 -0.11774884967045061 -0.089594314083229334 0.10172495450122974 -0.10957547749431953 0.037300403727066785 -0.098234290622241385 0.091398066831032215 -0.11068711767038589 0.0043959842148113331 -0.0051950306558270071 -0.10383785980457615 0.075215349404566492 0.067395644555016038 -0.14204991117831769 0.073789024212026474 -0.08563899892890986 -0.04915855499142871 -0.10968788081556032 -0.08542798170927253 0.038399220308166636 0.032930372536993019 -0.0083141846024879906
leaf_weight=1.9741758444506547 0.71180320918210682 0.27412440796615556 0.93308185620116946 0.60585840951534808 1.3815348734642618 0.95591971644898821 74.153794349625954 1.0372847951948632 0.99121789616765454 0.61859940539579816 0.6128193992190063 1.0483696426963427 3.3513286449015132 0.53021179950883368 0.50095686514396209 0.51393313349399239 1.2145118960179386 0.60339828499127168 0.57608950806934389 2.1685401201248169 1.1627411246299697 0.55823877640068609 1.4604603992120235 1.1491989493370063 1.4957800551055678 1.2206112465428303 1.3258934962577766 3.8197055889031617 0.65627064649015654 38.937004121769874
leaf_count=107 182 16 278 10 43 13 1473 11 45 49 11 64 40 42 19 89 11 7 225 51 12 9 17 38 119 52 116 140 7 738
internal_value=-5.27722e-06 -0.0462947 0.000308262 -0.000363147 -0.0398678 0.000728128 -3.87904e-05 0.000784526 -0.0701175 0.0489507 0.00561632 0.000153304 0.00100997 -0.018905 -0.00135336 -0.0258668 -0.0393092 -0.0714448 6.48597e-05 0.0376326 -0.000753862 -0.0221058 0.0013689 -0.0159233 -0.0076476 -0.017891 -0.00253696 0.0137604 -0.046241 0.000433663
internal_weight=146.543 0.985928 145.558 143.583 3.85972 139.724 137.536 135.939 1.59708 2.18734 1.23142 134.902 132.036 2.92664 2.39642 1.89547 2.86628 1.65177 128.684 2.74463 125.94 11.3884 114.551 10.8302 9.681 8.51826 7.29765 5.31549 1.98216 113.091
internal_count=4034 198 3836 3729 471 3258 3185 3130 55 73 60 3119 3037 193 151 132 82 71 2997 276 2721 493 2228 484 446 434 382 259 123 2211
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=31
num_cat=0
split_feature=6 3 10 15 21 3 3 22 15 6 22 23 20 22 23 23 22 22 7 7 0 10 22 0 9 10 2 21 17 7
split_gain=0.199731 0.887087 0.867023 1.07619 0.980366 0.838325 0.786576 1.45856 1.56217 1.25106 1.51063 0.985015 0.785818 1.11246 0.729798 0.710048 0.60677 2.95362 1.12361 1.31771 1.07845 1.26356 1.04063 1.12082 0.982047 1.07911 1.21703 0.947821 0.989761 0.888138
threshold=14.845346859150002 83.939039748850021 70.206395618550019 28.504445985850001 3.2025200283000004 84.850427055100013 86.272621406050021 -0.061874999999999999 29.329759478700002 15.155354102400002 0.20949500000000004 0.43162500000000009 43.120094701700005 -0.041369999999999997 0.13377000000000003 -0.10747999999999999 -0.053159999999999992 -0.044409999999999998 23.9417051038 23.667467222350002 90.407470010750018 67.074341896550024 -0.067109999999999989 85.963448721100022 215.54845996915003 65.687097501250022 115.72920527990001 5.4279412736500001 188.01568060980003 22.977992916200005
decision_type=2 2 2 2 2 2 2 2 2 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 5 4 -4 -3 7 8 -2 10 -8 16 13 -7 15 -1 20 -18 19 -19 22 -22 24 -24 25 26 27 -11 -29 -28
right_child=6 2 3 -5 -6 12 9 -9 -10 11 -12 -13 -14 -15 -16 -17 17 18 -20 -21 21 -23 23 -25 -26 -27 29 28 -30 -31
leaf_value=-0.10517962422314238 0.051542999754063228 0.10172196162503887 0.042120987063329458 -0.10886037746173655 -0.088131417667735079 -0.10841032736327785 -0.12128055116050425 0.085625859493677847 -0.086964500415467022 -0.0052029744313079043 0.027115204251158154 0.098398390425747606 0.029321568775262055 -0.009601570333320382 -0.10524435345070847 0.0065215363361471731 -0.15659089510578034 -0.0050389267107951753 0.045493298469871019 -0.094248025897032586 0.10380691240694717 -0.013455715567672236 -0.022123166491928289 0.07220045484781748 0.077719147938840244 -0.092397915461784441 -0.044303661315700606 0.0015864188170929697 0.067188106235893955 -0.004172336787713591
leaf_weight=0.57829818774553032 1.8384975169319662 0.64103831350803275 1.3504930215494817 2.3845569320983486 1.0100239245803093 1.6009292601520426 1.7880064982455217 3.1117722732014945 1.4617095235735176 8.5151246483437664 1.1129979474935678 1.0562431588768948 2.5117049224791117 3.952801632229237 0.6135058605868825 35.696312330444925 1.3406624040217163 16.324368299174246 3.8330537979491046 1.8426813769619901 2.3365451693534847 1.514570196624845 1.8282643816201076 4.0514808744192123 1.5170594017254178 1.3423503216035886 7.2332730556809137 3.8590822161640954 5.6921263858675957 23.208882321108831
leaf_count=197 26 3 23 229 151 58 34 37 24 210 21 12 121 58 47 1425 18 359 61 21 28 25 26 35 39 20 341 56 67 262
internal_value=-1.38912e-05 -0.00510469 -0.0270876 -0.0614773 -0.0136117 -0.008345 0.00268912 0.0365087 -0.00980398 0.000235972 -0.0643471 0.00242738 -0.0170931 -0.0380844 0.00291155 0.00474077 0.00122689 -0.0124882 -0.00370672 -0.0140874 0.00646628 0.0576898 0.00302041 0.0428712 -0.00154104 -0.00395309 -0.0015056 0.0190554 0.0406823 -0.0137078
internal_weight=145.148 50.3397 13.4515 4.74507 2.36052 8.70647 94.8088 6.41198 3.30021 88.3968 2.901 85.4958 8.06544 5.55373 36.8881 36.2746 84.4395 23.3408 22.0001 18.167 61.0988 3.85112 57.2476 5.87975 51.3679 49.8508 48.5085 18.0663 9.55121 30.4422
internal_count=4034 2312 643 403 174 240 1722 87 50 1635 55 1580 237 116 1669 1622 1568 459 441 380 1109 53 1056 61 995 956 936 333 123 603
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=31
num_cat=0
split_feature=17 15 7 0 3 2 7 9 4 9 21 15 0 20 13 18 21 17 0 6 23 8 17 2 21 21 22 21 6 18
split_gain=0.232314 0.34807 0.275092 0.583157 0.269313 0.472419 0.255038 0.515336 0.721879 0.800683 0.808621 0.82994 0.734292 1.32408 0.52059 0.516875 0.993773 0.473728 0.750525 0.775424 0.983954 0.66935 0.604235 0.803905 0.991688 0.579768 0.719213 0.770841 0.728685 0.513237
threshold=160.21442126885003 35.098844929350008 19.078733418100004 75.994645973400011 108.47659710545001 93.57193670880001 21.844899366700002 186.68586460755003 288.96005626495008 185.90443620030001 4.8799967471500016 41.492094664050008 92.501778894350011 41.827117825850003 99.768681220950015 13.342238590850002 2.5447591590000003 182.20563699335005 85.732241321850012 16.555386813950005 0.095750000000000016 8.8430989333000021 183.92349703790003 165.44420596670003 3.7576866553000006 0.17201659740000003 -0.056724999999999998 2.3223121640500004 14.845346859150002 12.920478434700001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 8 9 10 15 12 13 -12 -14 -8 -17 21 19 -19 -21 25 23 24 -20 -9 27 -27 -29 -24
right_child=2 -3 3 6 5 -7 7 17 -10 -11 11 -13 14 -15 -16 16 -18 18 22 20 -22 -23 29 -25 -26 26 -28 28 -30 -31
leaf_value=-0.10672625648429333 0.058662258267567005 0.10343675272310127 -0.10814911778944838 -0.024410852329498359 0.10205998514289721 -0.10245070677782678 0.090856100845471063 0.065783315427726932 -0.120766550002287 0.07316439177132586 -0.001393668878984801 0.059816163341990192 -0.079503372409385348 -0.11807959087661755 0.089485691850697713 -0.15128110128885949 0.082677310602609244 -0.10913692410221526 -0.018556537458744294 0.046567273244146917 -0.080369930434147266 0.099867849046898174 0.068772512922766829 0.027342621671697029 -0.14383541318046408 -0.14642504793428787 0.025739641079057608 -0.046784177550472546 0.07840622666728525 -0.00069780289498026088
leaf_weight=0.41759353845918568 1.4767879176652048 0.097135722637176514 0.49941848764865326 4.1196757476427583 0.17873425257857878 0.30690001006587408 1.6794921071268567 1.6074849087453875 0.35083807997762129 2.6496308767236778 2.6195894027478062 1.4354685032740233 0.23785020529248846 1.5466298291139535 0.78049216262297705 0.29721472789242387 0.46655290394846816 1.3044292781560209 1.4797852057963607 1.2864936685655268 1.1624174158787353 0.94886180618777949 1.0742689482867707 1.188165051222313 1.1027056295424698 0.54052979015977998 4.2493569637881601 1.794719895537128 0.62750187516212452 105.66176875097881
leaf_count=277 65 1 204 271 4 99 21 43 444 36 21 16 96 61 14 124 59 112 17 41 34 13 9 15 33 13 42 107 3 1739
internal_value=-5.51109e-06 -0.0670659 0.000236425 -0.000282135 0.0374187 -0.027182 0.000102075 0.000844111 0.0205751 0.0248087 0.010672 -0.00747414 -0.0261051 -0.0447111 0.0500156 0.0598391 -0.00836594 -0.00107504 -0.00288209 -0.0468586 -0.0136856 0.0200617 -0.00138843 -0.0407304 -0.0720497 0.0114757 -0.000628751 -0.0384479 -0.0143523 1.39678e-06
internal_weight=143.188 0.514729 142.674 140.711 1.96242 0.485634 140.212 136.092 12.0638 11.7129 9.06329 6.62003 5.18456 4.16622 1.01834 2.44326 0.763768 124.028 114.26 3.75334 2.44891 9.76846 110.507 3.77066 2.58249 8.81959 7.21211 2.96275 2.42222 106.736
internal_count=4034 278 3756 3588 168 103 3384 3113 892 448 412 208 192 82 110 204 183 2221 2000 187 75 221 1813 65 50 208 165 123 110 1748
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=31
num_cat=0
split_feature=23 23 22 22 20 8 19 17 6 21 13 17 5 21 23 16 17 4 23 23 16 20 20 23 20 21 18 20 7 17
split_gain=0.184455 0.825306 0.985884 1.39955 0.939931 0.863827 0.925594 0.910831 0.703418 0.673169 1.14622 0.893801 0.851041 1.38374 0.634808 1.82091 0.690867 0.970527 0.62208 0.992135 0.593171 0.566922 0.531144 1.22767 0.79812 1.50163 0.623355 0.816603 0.490212 0.480016
threshold=0.084360000000000018 0.083950000000000011 -0.081354999999999997 -0.08786999999999999 37.627645350900004 8.8430989333000021 14.351157895250003 193.58923865885004 13.200308423050002 3.6533552218000005 108.17011287860002 185.82794795070004 16.351273197450002 4.3143180605000007 0.085495000000000029 22.584947186600004 205.45998821870003 202.99973138610002 0.083495000000000028 0.081765000000000018 23.044946110900003 41.066313126200008 43.752965619700007 0.096885000000000013 43.047778594550003 8.2292317348500017 13.777522434500002 48.86568841230001 26.560603234350001 230.44158352980003
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 6 9 -8 -6 10 11 -4 28 -14 15 16 17 -2 19 -10 -1 -21 24 26 29 -26 -24 -28 -11 -16
right_child=14 -3 5 -5 8 -7 7 -9 18 12 -12 -13 13 -15 22 -17 -18 -19 -20 21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.12161899481743109 0.0064545915150987197 0.098665883141163813 0.014086674342937148 -0.11470377264210443 -0.081929646784487317 -0.082577405123924169 0.012924803804340652 0.088254556467701209 0.014477962173479833 0.089397931621241683 0.055557051832572063 -0.11566748630648459 -0.15539174316767188 -0.013520450132705086 -0.00048544262859616117 -0.13940937730953123 0.055519318668180884 -0.1185766180776585 0.085120286308415852 -0.0058497628617755239 0.10229998932071914 -0.12507737122916526 0.093402411045456532 -0.099595535811442842 -0.10275050149783345 0.0050068520344449087 -0.082998713196578075 0.10641308782871368 0.0039246125100766338 0.057552828213342636
leaf_weight=0.98750651765658115 2.0821214742609295 0.93366105381573916 1.6630645430814284 1.3373050679365412 0.94309342832457232 0.8634675657376637 3.1211768835782996 3.3044935063517187 8.4124763933941669 1.0516264696161655 5.2609349284757627 0.77981446047124325 0.77714970266970329 5.9589547545911046 86.027397347348597 1.286489686463028 1.3475651064363772 0.88458397085196327 0.95647445402573872 0.72759089991450376 0.13440553471446037 0.88258196250535548 2.0674002641026163 0.55149532304494631 2.1979032271628958 3.1417896601196844 0.55164239498481027 0.38749867702063057 1.8538935745709748 1.449041252821188
leaf_count=211 29 30 46 54 503 16 24 100 314 88 76 86 20 163 1582 18 17 41 58 9 3 66 27 28 72 54 130 13 71 85
internal_value=-7.15741e-06 0.00575263 0.0035292 -0.0172756 -0.00728708 0.0156748 0.0192438 0.0516642 0.000947501 0.00723352 0.0292725 -0.0273334 -0.010376 -0.0298883 -0.00226361 -0.0349925 -0.003856 -0.030826 0.00806655 0.00071321 -0.0947934 -0.0712018 -0.000361581 0.0375553 -0.0018151 -0.0393478 0.0627131 -0.00484557 0.0348609 0.000475957
internal_weight=141.925 39.9497 39.016 14.3814 13.0441 24.6346 23.7711 6.42567 11.9222 17.3454 7.70381 2.44288 9.64162 6.7361 101.975 5.60076 4.31427 2.96671 10.9791 10.0226 1.12191 1.61017 96.3742 3.55804 92.8161 5.33969 3.00654 0.939141 2.90552 87.4764
internal_count=4034 1938 1908 1218 1164 690 674 124 950 550 208 132 342 183 2096 105 87 70 447 389 214 75 1991 198 1793 126 170 143 159 1667
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=31
num_cat=0
split_feature=23 23 20 5 10 10 21 3 4 20 19 22 12 12 12 17 5 23 17 9 12 17 17 20 23 23 21 17 20 23
split_gain=0.192294 0.368957 0.351108 0.326038 0.558411 0.533944 0.342859 0.580291 0.347557 0.296732 0.26179 0.445774 0.29395 1.20181 0.892389 0.656633 1.21125 1.10754 0.630701 0.587493 0.557445 0.570863 0.647657 0.457595 1.29025 0.733368 0.993099 0.790523 1.08175 0.756006
threshold=-0.55648999999999993 -0.27628999999999998 32.724174661450007 32.00428233840001 60.613977009100005 57.772276765200012 3.4465547941500003 112.77544165605001 224.82737758030004 35.782584506850007 14.651182102100002 -0.06483499999999999 147.88310320375004 144.57070813310003 150.73104262400003 199.84861692095004 20.374719724350005 0.088655000000000025 198.24432709335002 205.67007911670001 141.09628393755006 197.01076493205002 196.70243143610003 43.631818398850008 0.096515000000000031 0.088220000000000021 5.7587983756000005 192.41413881610001 40.098777110850008 0.09013000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 8 -8 9 -3 12 -12 13 15 -14 18 17 -17 20 -15 21 22 23 25 -25 26 27 28 -6 -27
right_child=1 3 -4 -5 10 -7 7 -9 -10 -11 11 -13 14 19 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 29 -28 -29 -30 -31
leaf_value=0.050814941206413222 0.075579047606986124 0.079926743460829758 -0.087292273100895712 0.063611329817673576 0.020427661025474251 -0.10518894140414835 -0.11808366426972801 0.097130513809164681 0.099637696931816497 -0.10501805804529969 -0.0021730976747762177 0.062615359237145882 -0.080801654963842146 0.027194950782414951 -0.0028421105842419119 -0.010676927342340992 0.079918276253771944 -0.091121639578415597 0.054837587985902395 0.11224883475587147 -0.063086740809320321 -0.069212374995021281 0.093152009045415901 -0.081861952566085763 0.10621152040750387 -0.04996668855077438 0.079988655209677517 0.054722080940817763 -0.057417709800970232 0.0038038380238645066
leaf_weight=0.740581983809533 0.15754857438878289 0.14018490794114702 0.8278166779273306 0.80504388180270225 5.9101629154683888 0.97218702061218198 0.48460459996567806 0.16897107032127678 0.40651937527582049 0.22760096468846314 2.5606630428228527 1.8145310785621394 1.4996003642590938 1.9021999700198642 70.353207600943279 5.2767678000745928 1.0039550410583613 2.532996933645336 2.5294195111491709 1.4171250837389378 1.2225649343527027 1.0021836342639279 0.85787864122539659 1.6394144651349045 0.46915629506111134 2.9684958056604982 2.733093401635414 3.2828320951375636 2.5575928073885734 21.944677487961599
leaf_count=66 31 7 101 66 121 85 94 3 16 41 29 29 38 49 2024 93 14 96 42 14 28 36 9 306 3 39 61 100 109 284
internal_value=-6.5749e-06 -0.000276051 -0.061251 0.000157184 -0.000213312 -0.048027 -0.00910767 -0.0624436 0.0359121 -0.0345247 0.000633731 0.0246967 -0.000169302 0.00504512 -0.00446916 0.00157559 -0.0234766 -0.0367681 0.00626182 0.0635071 0.00350618 0.00538358 0.00714828 0.00537067 -0.0400157 0.0077998 0.0256937 0.0130651 -0.00308468 -0.00260312
internal_weight=140.41 139.669 0.985365 138.684 137.879 2.40007 1.42788 0.653576 0.774305 0.367786 135.479 4.37519 131.103 59.2505 71.8528 55.9312 8.81372 7.80976 47.1175 3.31933 44.5881 43.3655 42.3633 41.5054 2.10857 39.3969 14.4837 11.7506 8.46776 24.9132
internal_count=4034 3968 132 3836 3770 246 161 97 64 48 3524 58 3466 1404 2062 1341 203 189 1138 63 1096 1068 1032 1023 309 714 391 330 230 323
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=31
num_cat=0
split_feature=9 9 21 21 20 23 12 4 19 13 20 2 21 9 6 19 15 4 2 17 17 20 5 16 9 20 20 16 20 6
split_gain=0.201372 0.632802 0.697833 1.73209 0.657414 0.730205 0.760466 0.568583 0.550637 0.500962 0.472122 0.670344 0.346669 0.993281 0.690109 0.391427 1.31628 0.543949 0.527862 0.554588 1.2722 0.5943 0.495712 0.578201 0.730429 0.587514 0.820523 0.560406 0.487015 1.2933
threshold=186.68586460755003 181.33671263215004 15.475979305150002 10.558528947350002 47.709122305950011 0.091645000000000018 143.62136700335003 375.65892766775005 14.451165964200003 120.87576600310001 49.283271594150008 134.33885108415004 16.569577906600003 199.89081775665002 16.435384010100005 12.651020723000002 23.908355817750003 143.78867033265001 54.465024697200008 182.63036160245002 183.92349703790003 39.792680591700012 13.154029769200003 15.404963976500001 205.67007911670001 40.563919884450009 40.003678352300007 12.644970430600003 38.400997490450003 15.785368822600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 8 5 9 -7 10 -3 -1 -6 -12 15 -14 -15 22 17 -17 -18 21 -21 -20 27 25 -25 26 -24 -2 29 -22
right_child=12 2 -4 -5 7 6 -8 -9 -10 -11 11 -13 13 14 -16 16 18 -19 19 20 28 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.09510053933662907 -0.10115706894485102 0.020870506028352127 0.093402136482235554 -0.077661432745130848 0.064726610790466696 0.046955807480586358 -0.070730049547537546 -0.10240352586081086 0.086453025687619936 0.088426431646427953 -0.1199504681599505 0.059723470156720221 -0.11928156736488818 -0.055761404465364144 0.08161790894926102 0.020237050913376773 -0.049292675383202221 -0.087721172180914644 0.08203042837181021 -0.10655581919819052 -0.00096303116245602643 0.0060474480550275662 -0.012647980077926167 0.066601799122959646 -0.013227160552745294 0.016427010779347467 -0.12432975092276553 0.087243121171098836 -0.0035765769261790615 0.065664728856571888
leaf_weight=1.857280527392507 0.17774835686577972 4.353467693741548 1.3847555783577261 1.5643218276090918 1.9761179900524446 1.4316948056948606 0.89065053112426529 0.32088481037681038 1.8135485737584529 0.16167958022560913 0.39302718957333116 0.44023992291840841 0.93894461216404979 0.73577552423012071 0.72690897289430723 0.57402659952640478 2.2176358834840348 2.4963833397778217 1.657680976204573 1.1405476937070478 11.487319409148766 2.7158217413816601 4.6544857150584011 3.055036053992807 1.8344386545941231 6.3272577479510801 0.76613173150690261 1.4128113937040323 75.80002899831743 3.9032487943768492
leaf_count=1021 233 59 16 21 56 46 81 197 45 12 34 79 16 33 7 2 36 142 23 44 165 66 125 24 37 129 42 31 1155 57
internal_value=3.7543e-06 0.0103446 0.0280271 0.0163178 -0.0112298 -0.0364178 0.00182171 0.0237029 0.0401565 -0.0804036 0.0381067 -0.0250234 -0.0013951 -0.0390143 0.0125119 -0.000643588 -0.00305582 -0.0675379 -0.00105439 5.18131e-05 -0.00159636 0.0348471 0.0128539 0.00775494 0.0366515 -0.00427183 -0.0284327 0.066189 -0.000283598 0.0159346
internal_weight=139.21 16.5877 9.11609 7.73134 7.47158 4.34131 2.32235 3.13027 6.16702 2.01896 2.80939 0.833267 122.622 2.40163 1.46268 120.221 101.993 3.07041 98.9223 96.7046 92.3311 4.3735 18.2279 16.6373 4.88947 11.7479 5.42062 1.59056 91.1906 15.3906
internal_count=4034 1667 141 125 1526 1160 127 366 104 1033 169 113 2367 56 40 2311 1690 144 1546 1510 1421 89 621 357 61 296 167 264 1377 222
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=31
num_cat=0
split_feature=17 9 9 20 23 12 4 13 22 20 17 19 18 19 23 17 0 6 5 6 20 21 9 0 3 20 22 22 10 16
split_gain=0.251449 0.20396 0.514656 0.587688 0.639798 0.625068 0.522206 0.437829 0.43461 0.834416 0.917663 0.603363 0.418993 0.472008 0.457831 0.684169 0.354871 0.974647 0.509118 0.894527 0.599044 0.37335 0.935341 0.348481 0.517936 1.72336 2.63978 1.14618 0.523264 1.85997
threshold=159.58247398035004 186.68586460755003 181.33671263215004 47.709122305950011 0.091645000000000018 143.62136700335003 375.65892766775005 120.87576600310001 -0.11347 41.827117825850003 185.82794795070004 14.351157895250003 11.982665292400002 13.451085274650001 0.087905000000000025 176.44238483465003 85.732241321850012 16.555386813950005 31.312564341900003 16.625388449550005 35.879804895950009 16.172025809700003 199.89081775665002 85.812895065800021 93.281431752200021 40.636252116050009 -0.086139999999999994 -0.032369999999999996 64.407391431150018 20.894951138500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -6 12 -2 -4 10 -10 -12 -5 14 15 -14 17 -3 19 -19 -21 23 -23 -18 28 -26 -27 -28 -25 -30
right_child=1 16 8 6 5 -7 -8 -9 9 -11 11 -13 13 -15 -16 -17 21 18 -20 20 -22 22 -24 24 25 26 27 -29 29 -31
leaf_value=-0.10455405775136335 -0.092256000197532065 -0.10818624533265715 0.080379525450359035 0.10382623056263907 0.043571923118403411 -0.063853702815081695 -0.10217710073583902 0.085198706255821807 -0.0089599569150525527 -0.046490710172947508 0.01404315385193612 0.10324451916166755 0.065107031892457909 -0.099252419871936282 0.10081378183278114 -0.1066754411949889 0.027310056984895154 0.040532601643012089 0.08960406897018508 0.082977525035509883 -0.086606440473088242 -0.11440492406214603 0.013073353864847018 0.011938127915198497 0.022991634944877451 0.014436416969891298 -0.14019537945416335 -0.041218423538242052 0.00067253015853972406 -0.079493904668720708
leaf_weight=0.22959298767454939 1.6829835777898541 1.1478468079876609 1.3003797651908824 0.72419341932982284 1.3912956097628923 0.88692801079378103 0.290645214719916 0.15155740513000626 2.6199894435703737 1.5918123504379762 1.1980603738338689 2.0658036451786757 0.5441183287221063 0.30630164965987194 0.6511553550226381 0.40398899863066617 4.7266869847662738 1.4705816163914285 0.51300928369164456 0.23985429294407357 1.5833493145182727 0.977077370975166 1.4006583586524355 35.279465846717358 6.0629714345559469 3.8978000050410619 2.6572874243720426 2.0903887280728668 56.64566708219354 3.0499798338860264
leaf_count=262 882 112 30 12 44 74 188 12 15 38 14 39 18 3 22 94 34 18 9 9 109 17 37 384 49 27 41 26 1375 40
internal_value=1.02295e-05 0.000184762 0.0108705 -0.00928424 -0.0336428 0.00175039 0.0250197 -0.0775959 0.0270226 0.0177413 0.0351186 0.0705015 0.0390776 0.0144705 0.0362515 -0.00808956 -0.00120287 -0.0274153 -0.00306072 -0.0174933 -0.0642966 -9.08247e-05 -0.039311 0.00072427 -0.000421414 -0.0178832 -0.0465482 -0.0966161 0.00228283 -0.00342335
internal_weight=137.781 137.552 15.8092 7.03317 4.11276 2.27822 2.9204 1.83454 8.77605 7.47567 5.88385 3.26386 2.62976 1.90556 1.59926 0.948107 121.743 4.95464 3.80679 3.29379 1.8232 116.788 2.37774 114.41 109.684 14.7084 8.64548 4.74768 94.9751 59.6956
internal_count=4034 3772 1485 1349 1012 118 337 894 136 106 68 53 149 137 134 112 2287 257 145 136 118 2030 54 1976 1942 143 94 67 1799 1415
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=31
num_cat=0
split_feature=23 23 15 6 17 13 20 6 23 23 21 20 16 0 21 20 7 7 6 7 23 6 13 22 22 5 0 19 20 5
split_gain=0.230586 0.215337 0.224559 0.841981 1.0006 0.891316 0.966199 0.739456 1.88741 0.842834 0.685824 0.756808 0.645185 2.1404 1.51224 1.40761 0.919761 0.659513 0.947771 0.756086 0.729111 0.639414 0.711915 0.606507 1.8878 1.0888 0.744196 0.777883 0.741892 0.691192
threshold=0.4381000000000001 0.43162500000000009 37.491361913600009 14.935348962050002 209.55094140555002 117.38883580790001 39.792680591700012 16.355382140900002 0.088655000000000025 0.099465000000000012 6.7825386038500008 37.311503175250003 19.029955499700005 94.047642319350018 10.959760372700002 40.844669808050007 24.175586727800006 23.779256055650006 16.555386813950005 23.203497038450006 0.088555000000000023 13.975326531250003 99.768681220950015 -0.093879999999999991 -0.080574999999999994 20.305669781650003 102.21786657775002 14.551174033150001 40.00488309970001 21.454033346250004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 -4 6 -5 8 -7 -10 23 -12 13 -13 -15 -16 17 18 19 -14 -20 22 -17 26 25 28 27 -1 -25 -26
right_child=-2 -3 3 5 -6 7 -8 -9 9 -11 11 12 16 14 15 21 -18 -19 20 -21 -22 -23 -24 24 29 -27 -28 -29 -30 -31
leaf_value=0.024908159959852148 -0.052428714868898753 0.030520508238001426 -0.094222923666362784 -0.0070432285407306715 0.050549154217125726 0.046677524801535877 0.067228646917378621 0.0065293996587523304 -0.14420613259438794 -0.021186774913719043 0.055806949266953391 0.073811622968494014 -0.11288312403589973 -0.078785821161951819 -0.087988032159696472 -0.050291817090696925 -0.09545838635239072 0.029777575533376351 0.063571929963725765 -0.034855600000280262 -0.032694553239626514 -0.023602202109230922 0.085182795339561662 -0.11799886723615238 0.0064391356328387427 -0.13733164468070205 -0.10473003857461849 -0.05056998513522435 -0.0072253373531186915 -0.077223537105523196
leaf_weight=18.677070488847683 0.83368270941718847 2.3211769988411097 1.6876575530041003 2.786862025037407 0.66573115298524488 1.5354943047277623 4.7146980338729918 36.021405356295872 1.422190229961416 0.91538283880799998 1.3543716145268287 2.7167321109300273 1.8452621663745938 3.4931422672834724 1.2181748612056251 0.46789619900482682 2.1842796625569454 1.865317431744187 1.351340680383146 3.7978051437530667 1.8831475870683787 1.2802762188948689 2.2685998256310995 0.78606065481653731 31.029824332297721 1.4085570400347931 0.49492665178331563 1.4731358420103777 2.6190538552837097 1.0199547254014749
leaf_count=727 31 22 65 34 18 38 62 443 32 20 61 223 52 277 67 232 36 28 42 33 19 30 74 50 743 51 288 20 79 137
internal_value=1.55732e-06 0.000324606 -0.000202449 0.0051128 -0.0532695 0.0080117 0.0396363 0.00206516 -0.0394544 -0.0960323 -0.00337937 -0.016951 -0.0209942 -0.00370224 -0.0278294 0.0061724 -0.0363033 -0.0242757 -0.0356331 -0.0603703 0.00752473 0.0347286 0.0620188 0.00269186 -0.00499347 -0.0633856 0.0164146 0.0193901 -0.0327971 0.00377665
internal_weight=136.139 135.306 132.984 49.7494 2.35339 47.396 7.50156 39.8945 3.87307 2.33757 83.2349 25.7263 24.372 11.4448 8.72809 5.23495 12.9272 10.7429 8.87756 5.64307 3.23449 4.01677 2.7365 57.5086 36.8635 4.81367 20.6451 20.1502 3.40511 32.0498
internal_count=4034 4003 3981 712 83 629 96 533 90 52 3269 1174 1113 903 680 403 210 174 146 85 61 336 306 2095 1060 180 1035 747 129 880
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=31
num_cat=0
split_feature=18 4 16 12 0 21 17 9 5 10 20 16 20 20 13 5 15 23 19 20 22 18 9 22 21 16 10 17 23 21
split_gain=0.189979 0.536799 0.476255 0.401161 0.291835 0.640615 0.689086 0.653331 0.615916 0.523928 0.43626 0.427499 0.325208 0.797405 0.668832 0.893738 1.30539 1.15627 0.956484 0.850386 0.660566 0.653322 0.631995 0.629433 0.5292 0.511085 0.736972 0.594986 0.520114 0.885838
threshold=17.138111898250003 371.57449297710008 18.044957803000003 172.63877719270002 97.878695155250014 6.7825386038500008 205.10400128480003 223.29399794390005 13.154029769200003 76.279622535200005 41.942745071500006 15.484963789400002 38.400997490450003 38.748048509250005 113.97180552410002 18.038339912700003 34.139075990150012 0.10371000000000001 13.451085274650001 36.491284729650012 -0.099639999999999992 13.376114027300002 194.45262321395003 -0.033799999999999997 0.2796341810500001 15.404963976500001 75.408562100950022 182.20563699335005 0.084565000000000015 2.6077339734000007
decision_type=2 2 2 2 2 2 2 2 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 9 6 8 10 -6 12 -7 -12 14 -14 15 23 18 19 20 -18 -17 22 24 -1 -16 27 28 -15 29 -27
right_child=1 2 -4 -5 5 7 -8 -9 -10 -11 11 -13 13 25 21 16 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0018312848218601111 -0.1034225874094553 -0.10476154606631123 0.10507311846244989 0.056126625028627197 0.078669654977829656 -0.10946890381264861 -0.078960050283559319 0.082826272729400074 -0.0045166363170469556 0.066830860120068364 0.081565620459377527 -0.1023921970791149 -0.058960175427983069 -0.013495515200789669 0.0053475695856354628 0.063441596619474669 0.03353998078369242 0.090463370304841487 -0.11383222551088708 -0.079908912760338957 -0.079252501113020818 0.080692718008953779 -0.044453051708588681 0.064894096524893058 0.090246979058777696 0.051209766677102142 0.079680767053245574 -0.12303552148472691 -0.0051404984372841866 0.002887387166857117
leaf_weight=3.1088035771390423 0.16909505036164763 0.48814451841644757 0.13895441591739655 2.3162194892702246 0.99112118111952341 1.5069555023146675 1.1172415160181106 0.27144138870062295 8.7287269992011698 1.1961354395061778 0.27675619145338703 0.23241561174654635 2.4018255176197263 1.6359876433634775 1.8228354305319947 0.68789197241858457 1.304663370363415 1.3278691535815594 2.014465727028437 1.3386404500342903 0.6139748025161671 2.3187903575599194 1.2678705174475906 2.5928210895508546 1.2293423713999798 4.6370669646130436 1.1622068807482708 0.71152214659014124 66.003151208991767 20.857452083233511
leaf_count=45 179 278 1 244 176 141 69 11 211 113 111 43 37 122 97 90 19 14 32 32 42 35 21 23 30 188 12 42 990 586
internal_value=-8.20274e-06 0.0244103 -0.0582658 0.0452713 -0.000586778 -0.0147339 -0.0045834 -0.0628204 0.00396577 0.000983639 -0.0824296 -0.00240342 0.000310671 -0.00205555 0.0120537 -0.00114333 -0.0243453 0.0143314 -0.0706591 -0.0239136 -0.00385452 0.0378742 0.0148914 0.0285122 0.039543 -0.000616983 0.000550433 -0.0466967 -0.000454683 0.0116765
internal_weight=134.47 3.11241 0.627099 2.48531 131.358 13.1247 10.8371 2.28757 9.71985 118.233 2.01613 0.509172 117.037 97.4092 19.628 12.9891 7.28751 3.97117 3.31633 2.6433 1.30187 6.63884 4.32005 5.70162 3.05218 95.0074 92.6599 2.34751 91.4977 25.4945
internal_count=4034 702 279 423 3332 762 456 306 387 2570 295 154 2457 1977 480 297 229 65 164 51 132 183 148 68 127 1940 1776 164 1764 774
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=31
num_cat=0
split_feature=9 7 0 9 15 9 17 4 9 22 6 2 22 19 15 7 17 5 23 23 17 3 5 22 6 22 2 21 10 19
split_gain=0.183193 0.290425 0.346695 0.25497 0.410174 0.409461 0.425843 0.385958 0.347057 0.518928 0.311167 0.63438 0.318086 0.767197 0.827629 0.772437 1.08494 0.732973 0.700311 1.15696 0.879908 0.705421 0.977193 0.696298 1.60413 1.13393 1.07358 1.05014 0.693638 0.923777
threshold=233.77854820110002 28.8637720374 104.60521739760001 223.29399794390005 37.050691080100002 219.59809404590001 203.92158861145001 273.85977434290004 216.0493559571 -0.071864999999999998 17.755414852450006 56.478612905150008 -0.079634999999999997 14.351157895250003 46.074827201850006 23.271765593750004 187.28691448030003 23.042623356550003 0.087715000000000029 0.095750000000000016 192.94032447935004 93.337889372900023 21.386268748550005 -0.085584999999999994 16.415383542800004 -0.087234999999999993 231.65109648115003 1.2199730554000003 62.009286778800011 14.251149826300002
decision_type=2 2 2 2 2 2 2 2 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 8 -7 -5 10 -10 12 -12 23 15 18 16 17 -14 20 -20 -15 22 -21 25 26 -1 27 -25 -17 -30
right_child=1 2 -4 4 -6 6 -8 -9 9 -11 11 -13 13 14 -16 28 -18 -19 19 21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00388744538115986 -0.10793271644727696 0.1037916535385407 -0.11152678127195897 -0.068529848639953164 0.07072412507109814 -0.095395299850574808 -0.012335111826244513 0.033492233658527833 0.063857506076954756 -0.0054696920900958448 0.031084188131188586 -0.083760944426956765 -0.031042079055502349 0.014674408374794634 -0.055334348748858397 0.10307028074894023 -0.0950008157318733 0.045548648742186518 -0.047914019645682586 0.017024137959982429 0.089360264949669838 -0.0022960598788220091 0.098667291484169306 -0.0040734399385833906 0.0086142299769591413 0.067928036092044855 0.016862506447241295 -0.13744643625519679 0.0073639831962633148 -0.050551965730123688
leaf_weight=47.084971354084693 0.39401952223852177 0.19400003552436829 0.12168504977671546 0.59327480416686673 1.3206171588972209 0.88266682927496676 2.0527638119237963 0.988883745361818 2.1062209100055043 2.2152958541118997 0.78414888656698112 1.2440409983973948 4.5143452653537661 3.0493329148739639 1.3398020857130166 0.69228322803974052 1.9676937630138125 1.7276951618696328 2.5342706211376926 3.6898330040276033 3.2681156236212701 4.6205630428157747 2.4324844144284725 0.78402215793176422 4.7556917572510429 2.3063056417158796 0.94618230381456658 2.3898973270006536 29.212691468892444 3.0407092839013776
leaf_count=1779 20 2 55 25 31 46 49 53 62 46 23 207 100 26 50 7 76 75 41 32 108 44 20 27 72 30 16 90 794 28
internal_value=-2.83388e-06 -0.0506734 0.0207943 0.000268479 0.0295794 -0.000387813 -0.0373108 -0.00476381 0.000467588 0.028319 -0.000515868 -0.0393589 0.000138695 0.0051188 0.0207045 -0.00280914 -0.0302535 -0.00984301 0.0259037 0.0128632 0.0533106 0.0272007 0.0494621 -0.00516814 -0.0309555 -0.000534051 -0.0766295 -0.104501 0.00402972 0.00190392
internal_weight=133.255 0.709705 0.315685 132.545 2.90278 129.642 2.93543 1.58216 126.707 4.32152 122.385 2.02819 120.357 62.0898 20.9344 41.1554 8.20973 6.24204 19.5946 13.2772 6.31745 10.7429 6.12232 58.2671 8.87579 49.3913 4.1201 3.17392 32.9457 32.2534
internal_count=4034 77 57 3957 109 3848 95 78 3753 108 3645 230 3415 1401 321 1080 251 175 271 137 134 96 52 2014 205 1809 133 117 829 822
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=31
num_cat=0
split_feature=23 23 16 23 21 8 21 20 19 15 5 0 10 21 23 7 23 21 10 3 9 17 23 15 23 15 5 7 3 20
split_gain=0.184028 0.198872 0.281252 0.247283 0.322422 0.568546 0.265998 0.261494 0.251932 0.225042 0.601826 0.500982 0.719573 0.265479 0.255329 1.343 0.643527 0.820885 0.60582 0.997401 1.16967 0.784528 0.601201 0.476732 1.18028 0.849818 0.788959 1.03348 0.832901 0.73267
threshold=0.4381000000000001 0.41214500000000009 22.644947046300004 0.13377000000000003 19.388281352400003 8.0437227585500022 17.950463365050002 42.066503896600004 12.451004585100002 46.074827201850006 24.367802910700004 86.692020874450009 62.025417527550012 1.6974749567000003 0.11334500000000002 23.051546669900002 0.10249000000000003 10.885922772550002 61.987779113750001 89.907416798450015 203.36975145060003 189.50863627480001 0.11768500000000003 38.884669609800007 0.09914000000000002 38.62622401090001 22.213482503200002 23.109894804950002 93.72771580185001 41.919251152600005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 8 9 -8 -6 14 -11 12 13 -12 16 -16 23 18 -18 20 21 -20 -17 25 26 -1 29 28 -28 -25
right_child=-2 2 -4 -5 5 -7 7 -9 -10 10 11 -13 -14 -15 15 22 17 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00078510424845247236 -0.047682821961691907 -0.00018112395805723583 0.048500334729433395 -0.053553317235708525 0.050011641916345842 0.097291286650816669 0.00031717871964362523 -0.12502915266186207 -0.11108000247011594 -0.10943612135431491 0.059360535519941263 0.053922741824969235 -0.10993545175577718 -0.018920841936560743 -0.05361527257863305 0.080030500106197278 -0.053702000902414532 -0.075725464072340001 -0.028991642808298003 0.03741114426308699 0.012263336988806396 -0.15140329592389931 0.01727974040543595 -0.005403723786140768 0.085204869095771296 -0.111893012254764 -0.081924240575943483 0.014153499973738335 -0.0026860725610753145 0.063870792330475379
leaf_weight=71.323711965548682 0.80424085926642774 2.8484784676693371 2.0343574536964297 0.87138961364689649 0.16140459562666254 0.84253996824554633 0.32621690710948215 0.33979145810371847 0.24360478587914258 0.6703263595700254 0.58287867601029653 1.0090827941894529 0.78414231535862189 1.687346818129299 2.0805022382410225 2.2823769772949163 2.5105438551981925 2.2731006814465209 1.1397157027240594 4.2437806298257783 2.9570964656595606 0.96842404391645676 4.6120021787064616 2.5024756477214458 2.1462047169916323 0.69510137243196268 2.5378687730990341 9.8991326166433264 2.7793023741105571 3.9155553127638996
leaf_count=2960 31 40 16 23 25 14 11 31 25 40 13 6 58 60 38 31 29 44 24 39 49 39 52 33 27 10 29 142 50 45
internal_value=6.60179e-06 0.00029878 0.0201012 -0.000466277 -9.77172e-05 0.0504864 -0.000605546 -0.0636334 -0.0468817 -0.000265927 -0.0216479 -0.00716597 -0.0273481 0.00117784 0.000585593 0.0168033 -0.000738904 -0.0206908 -0.0101068 0.00165041 -0.0283108 -0.0852243 0.0380533 0.00219615 0.0144725 -0.00185748 0.00745555 -0.00494673 -0.0405062 0.0368597
internal_weight=132.073 131.268 4.88284 126.386 125.514 1.24755 124.267 0.666008 0.405009 123.601 4.73378 4.06345 3.05437 2.27023 118.867 8.97488 109.892 14.0927 11.8196 9.30902 5.06524 2.10814 6.89438 95.7994 23.7805 72.0188 21.6343 15.2163 5.31717 6.41803
internal_count=4034 4003 56 3947 3924 64 3860 42 50 3818 177 137 131 73 3641 121 3520 224 180 151 112 63 83 3296 326 2970 299 221 79 78
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=31
num_cat=0
split_feature=9 2 23 17 6 23 23 22 22 13 8 20 4 0 16 15 2 12 15 23 6 8 0 16 8 10 21 16 22 7
split_gain=0.176095 0.465796 0.567863 0.504075 0.43451 0.419302 0.519118 0.479348 0.521339 1.11602 0.54897 0.578743 0.39528 0.393404 1.05809 0.36371 0.36139 0.350187 0.34295 0.308026 0.304241 0.616028 0.690889 0.575528 0.443962 0.537556 1.89904 0.777645 0.835912 0.748999
threshold=187.94830913940004 189.95856246190002 -0.22900999999999999 188.95754880325003 16.405383309150004 0.13377000000000003 0.12084500000000002 -0.018034999999999999 -0.13125999999999996 117.54207792135001 5.9453602998000008 47.927946529500012 387.60063489055005 85.732241321850012 22.704946905950003 43.401366108000012 136.15315758385003 202.12526968910001 26.243701454300005 0.08729000000000002 18.080422446150003 8.8430989333000021 87.48511602295001 22.714946882600003 8.7431769115000026 61.987779113750001 9.1912342607000017 22.654947022900004 -0.055334999999999995 23.271765593750004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 5 17 6 7 8 10 -10 11 -1 -3 14 -2 19 -13 -5 -9 -16 21 23 -23 24 25 26 29 -27 -29 -15
right_child=13 2 -4 4 -6 -7 -8 18 9 -11 -12 16 -14 20 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.081214517072008663 -0.10668174171787355 0.074140685228675757 -0.10798013614299043 -0.00076186511438079208 0.074757945454896127 0.10481819044128426 -0.11980261321793553 -0.014710427562864302 -0.11402147613670344 -0.0033872485897291633 0.10124347803293282 -0.010602481256985709 -0.10265142964557908 -0.12067595221303168 0.031911761919297295 0.048325104726277164 0.097028367779266933 0.098174507620033435 0.064736501008841388 -0.061503871126262932 0.050141951723221473 -0.082600047525405368 0.0023506983227444159 0.07465857884159878 0.027173083533992854 -0.0016235722476674232 0.017593012925955668 0.0070570835672134225 0.092542715834642769 -0.035879237646539802
leaf_weight=0.60556590046871983 1.2911720290430815 0.43694918668916216 0.71757392578183388 2.3136520575644677 2.1310082697309554 0.38690146393491964 0.35648810490965921 0.78112109454377909 1.1502567776988133 4.3979185745120049 0.73347328086674668 0.69476905765986863 0.17798121721079951 1.8979156352579574 0.5552785338368269 1.0829069199389776 0.56619354986469261 0.42319491061789438 1.7849668093404032 0.96886246514623053 1.1817451007664193 1.9211241241137025 1.9083444374264216 1.0380678996443737 5.6145359887741497 83.94099280366936 4.8693748898804188 3.0104998224414885 1.8448157496750344 2.3088340945541859
leaf_count=380 150 77 483 225 49 6 5 191 91 42 28 23 36 18 16 25 30 16 36 56 18 29 38 14 46 1781 30 26 36 33
internal_value=1.19144e-05 0.00930129 -0.0475481 0.0139414 0.0408997 0.00248798 -0.00108827 0.00286163 -0.00900835 -0.0263241 0.027942 -0.000862661 0.0229712 -0.00143414 -0.0326513 0.00401324 0.0377256 0.0145365 0.0405527 -0.0274705 -0.000323169 -0.000873556 -0.0402664 0.000569675 -0.000173504 -0.00174226 -0.0249231 0.000627113 0.039538 -0.0741361
internal_weight=131.092 17.658 1.3325 16.3255 4.86786 11.4577 11.0708 10.7143 8.14818 5.54818 2.6 1.86653 0.61493 113.434 3.89822 2.60705 1.26096 2.73685 2.56609 1.52414 109.536 108.355 3.82947 104.525 103.487 97.8724 9.07612 88.7963 4.85532 4.20675
internal_count=4034 1718 596 1122 290 832 826 821 594 133 461 433 113 2316 247 97 53 241 227 72 2069 2051 67 1984 1970 1924 81 1843 62 51
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=31
num_cat=0
split_feature=14 20 7 13 5 7 7 21 18 6 16 22 22 6 23 20 7 7 4 14 21 22 10 22 18 18 22 16 22 6
split_gain=0.187255 0.419817 1.52554 1.14888 1.24559 0.988587 1.07821 0.977869 1.08351 1.41476 1.24751 1.18131 1.60004 1.48332 1.07051 0.849496 0.960245 0.738159 0.655857 0.647316 0.874224 0.611655 1.48325 0.77545 0.664486 0.769844 0.56121 0.542609 0.613014 0.513519
threshold=241.71484286130001 41.289992964000007 23.109894804950002 112.36141910395001 19.865285687250005 22.814487719050003 22.545611589100002 8.0341677368500015 13.471574737400003 16.375382608200002 22.654947022900004 0.022350000000000005 -0.14654999999999999 16.335381673600001 0.081515000000000018 40.94178426300001 24.268610899850003 24.710307675200003 459.88410711935006 285.93967426180006 6.7094573673000006 -0.063749999999999987 62.111448187750007 -0.087234999999999993 15.042884401850001 13.390703749000002 -0.083064999999999986 17.684958644900004 -0.087304999999999994 13.315311110100001
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 6 -2 8 -3 10 11 12 -10 18 -11 16 -5 -4 -14 20 -19 23 -23 24 25 -9 -25 28 -21 -26
right_child=1 7 3 15 -6 -7 -8 21 9 14 -12 -13 13 -15 -16 -17 -18 19 -20 27 -22 22 -24 26 29 -27 -28 -29 -30 -31
leaf_value=0.0034484562472039885 -0.10364493739624797 0.015569118731319616 -0.12744411477369566 0.0050019567845625426 -0.11056778411008464 -0.10988975507936648 0.097920811204011388 0.0026252207021637375 0.061843702479272782 -0.016110513818286053 0.08445630174635578 0.02286792801687167 -0.1259647763988142 0.066922493004677258 -0.14197718758168767 0.082451560598173879 0.079592593183954008 0.0021939910177186713 0.014456869725123327 0.048152389165608524 -0.11264709766069014 -0.11063251062503965 0.0075861509463921702 0.077984777498814925 -0.052895991569699957 -0.084912315676030803 0.010303488883125916 0.078458605767513609 -0.077589682095896048 0.089674949680170618
leaf_weight=71.50952213364144 0.46498753152264105 3.8592146118753581 0.4288151165201296 8.5976403779350203 1.1389032122096967 1.7705882204027146 0.6182165312638972 3.5282419461582313 0.836011156148741 0.98172242776490692 0.94047527015209187 2.2223996558441286 3.3325216495359204 0.5299759879708289 2.1678651424008422 2.7283679882530114 2.1593630271963766 4.2109968686963821 0.36949311658463546 0.98592115903466093 0.78670799852989137 1.4191415272434849 4.2090822125137493 2.742856408120133 0.33122609190286301 1.4046019118959518 2.2141257596522328 1.7958807274699209 0.63899549576308312 1.0647559128701685
leaf_count=1916 66 94 49 87 70 24 15 101 100 25 13 74 174 8 68 32 48 132 26 141 61 55 134 24 170 117 29 34 129 18
internal_value=1.61797e-05 -0.00418088 0.00518304 0.0135769 -0.0121327 -0.0638543 0.0113946 -0.0118475 -0.0302196 -0.045747 -0.0239365 -0.0379194 -0.0645756 -0.0895492 -0.102745 0.0326155 0.0199753 0.000538678 -0.111949 0.00705777 -0.0158836 0.00470601 -0.0222224 0.0181352 -0.00506321 -0.0223006 0.0477537 0.0405745 -0.00129545 0.055847
internal_weight=129.989 58.4791 26.3254 23.4716 9.98622 2.85379 1.0832 32.1537 15.2397 11.3805 8.23088 7.2904 5.068 4.23199 3.14959 13.4854 10.757 8.84732 3.70201 8.4185 4.9977 16.914 5.62822 11.2858 6.32883 4.93284 4.95698 3.4208 1.62492 1.39598
internal_count=4034 2118 888 783 616 105 81 1230 582 488 395 382 308 208 93 167 135 546 200 497 193 648 189 459 406 218 53 304 270 188
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=31
num_cat=0
split_feature=15 23 22 15 6 12 4 22 12 16 21 7 18 22 22 17 0 9 17 20 15 17 0 23 15 5 6 20 6 22
split_gain=0.194982 0.452328 0.26639 0.201043 0.856499 0.816064 0.633185 0.613287 0.5225 0.484534 0.464991 0.723487 0.461846 0.458617 0.701185 0.851119 0.867789 0.979957 0.907107 1.5688 0.618607 0.561606 0.929069 0.545615 0.498668 0.436267 1.14695 0.877584 0.572916 0.563537
threshold=46.683480308100009 0.090390000000000012 -0.084275000000000003 37.491361913600009 15.51536251395 368.00406080990007 332.26241070685006 0.10957500000000002 255.84286977610003 22.634947069650003 14.894616075700002 22.792619241600004 14.118140587000001 -0.14831999999999998 -0.10423499999999999 201.53484968420003 86.329079026800017 201.14010537530001 189.95176274255002 41.770271989050009 38.213426205600008 188.19076296340003 85.812895065800021 0.09062000000000002 39.296024648600003 20.911722254300006 16.375382608200002 47.927946529500012 16.435384010100005 -0.093879999999999991
decision_type=2 2 2 2 2 2 2 2 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 13 10 -10 25 -12 -8 20 24 16 18 23 21 -20 -6 22 -16 -18 -15 -1 27 -27 -28 -30
right_child=1 2 -4 4 6 -7 12 -9 9 -11 11 -13 -14 14 15 -17 17 -19 19 -21 -22 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=0.0038840651574258162 -0.086339663985161158 0.038155089197400738 -0.026886222782946376 -0.091039245555868162 0.10526364170316893 0.036087369048124415 0.018206481908688395 0.057820979164313974 -0.055620822450426134 0.10176351546485665 0.017334707454552442 -0.089610801114292676 0.10232297312572658 0.0039368797695018545 0.021185135795480262 -0.05926493494139129 0.021796321487325587 -0.0089710786362716139 0.0015289296625549905 -0.10893567207161235 0.0012731516936057377 0.053262060263832067 -0.058511528462241481 0.081892268696907161 -0.056799156762949277 -0.14546038222488328 0.057396987262983507 0.084696519544833634 0.008924418001132816 -0.040932433695707267
leaf_weight=64.648836896421926 0.8577431828307448 0.99468873412115533 1.7161540041852275 1.6502330391667777 1.0048001334071153 0.72758658509701479 1.4116451242007308 2.1801233548321752 2.6693271876965805 0.21108342707157124 1.129074580552696 1.4384708639845483 1.2141382731497286 2.2795009408146099 5.7777285265619991 1.8282091338187445 2.4936374388635141 3.3065270371735096 3.9839587695896617 1.8982140216976402 1.3281934824772177 2.8017135560512543 1.958598389290273 3.832932973280549 3.3216987594496459 1.0321024186996499 1.2407773283193808 0.19734591571614135 4.715095559942708 4.3667043660316276
leaf_count=1886 70 27 39 61 8 21 26 38 570 5 42 81 29 18 62 26 23 22 31 69 33 28 26 31 31 157 59 6 305 204
internal_value=1.18594e-07 -0.0230471 -0.00302063 0.000659944 0.00619402 -0.0521399 0.00960865 0.00632657 -0.00225452 -0.0440873 -0.000724771 -0.0425817 0.0571012 0.00319208 0.000205082 0.00669125 0.0113195 0.0351472 -0.00265926 -0.0341187 0.046061 0.0149009 0.00100841 0.0582053 -0.0320816 0.000685574 -0.0172142 -0.108517 -0.00633984 -0.0150477
internal_weight=128.217 3.56859 2.71084 124.648 42.9994 2.37782 40.6216 37.9958 81.6488 2.88041 78.7684 2.56755 2.62578 35.8157 33.4827 27.8815 26.0533 9.6331 16.4202 5.88217 2.33299 10.538 7.73633 6.32657 5.6012 76.2009 11.552 1.22945 10.3226 9.0818
internal_count=4034 136 66 3898 583 82 501 446 3315 575 2740 123 55 408 367 318 292 76 216 100 41 116 88 54 49 2617 731 163 568 509
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=31
num_cat=0
split_feature=18 4 16 10 22 15 4 4 16 5 21 19 21 23 23 21 17 20 23 22 6 22 22 22 22 7 5 22 6 20
split_gain=0.188238 0.437849 0.379366 0.358728 0.463078 0.356427 0.209498 0.601715 0.500694 0.743428 0.567492 0.539086 0.45017 0.891413 0.965045 1.51385 1.03111 0.818448 0.723277 0.748488 1.52443 0.763129 0.664936 1.07604 0.79207 0.491277 0.491458 0.455193 0.500215 0.446492
threshold=17.138111898250003 371.57449297710008 18.044957803000003 83.740093847200015 0.20949500000000004 16.701947052500003 244.52697497700004 245.59135436325002 22.674946976100003 24.218679034200004 2.3925196316500004 14.651182102100002 7.1067965614000004 0.08481000000000001 0.093325000000000033 3.4801976177500005 197.71582798205003 43.218894539100006 0.083950000000000011 -0.06828999999999999 16.235379337050002 0.035605000000000005 -0.056724999999999998 -0.032369999999999996 -0.061874999999999999 23.203497038450006 22.213482503200002 -0.056724999999999998 16.565387047600002 41.092444989200011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 -5 -1 -7 -8 11 -10 -11 12 13 18 17 -16 -17 27 19 20 -9 -21 24 -24 29 26 -25 28 -15 -14
right_child=1 2 -4 4 -6 6 7 8 9 10 -12 -13 22 14 15 16 -18 -19 -20 21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.089917498939206142 0.064591529116266602 -0.10363334996174062 0.10403360946770507 -0.10581900444110948 0.092837928366283837 0.0031514561624786767 -0.077403371987512404 -0.12488203237758125 0.062078216806808167 0.030908346102650742 -0.11390960696447155 0.042784432108140535 -0.022270645611845909 -0.12604354647245658 0.022636320599549269 -0.0074421314436603813 -0.15151617562639416 0.023705625773216599 0.096246566716923443 0.10060209784772403 0.014016843436580438 -0.0037933132055589223 -0.09943800266767111 0.031999284349659922 0.10396772122445537 0.0044993702505201011 -0.12252124191433525 -0.044584661227316524 -0.022703946834964569 0.018138528819599806
leaf_weight=0.44491855394698987 1.8202987436670808 0.40084256230238668 0.11270084977149963 0.31174901227859653 0.18816384892852511 73.432737591589103 1.129190051833574 1.23002077426645 2.5219292358960952 0.57827114488463827 0.50856781378388405 2.1229756932589217 3.7204828898829847 2.4130584371469026 4.4638535627964302 0.95681870030239213 1.0330790919833814 0.87261752647464152 0.81736102863214899 1.0666605429141811 2.2095089215581538 2.038255776900769 1.4719885162558055 0.30325530320988203 0.90463691530749279 6.2722522575641051 0.6407106762053445 2.0233780740963967 0.58123111235909153 10.316092728733564
leaf_count=311 55 278 1 325 43 1752 30 59 62 20 30 27 78 124 82 25 26 16 13 26 49 44 25 15 10 93 42 73 6 294
internal_value=8.50259e-06 0.0254926 -0.0580593 0.0439855 -0.0310459 -0.000573534 -0.000252001 -0.00523097 -0.00357005 0.0322823 -0.0368568 -0.00641624 -0.00882656 -0.0199874 -0.0364124 -0.00970036 -0.0822399 -0.0656797 0.00755352 -0.00352369 -0.0356552 0.0320706 0.000481057 -0.0215173 0.013273 -0.00562282 -0.0728805 -0.0812247 -0.105984 0.00742782
internal_weight=126.908 2.83376 0.513543 2.32021 0.499913 124.074 123.629 50.1962 49.067 3.60877 1.08684 45.4582 43.3353 19.7058 12.344 6.45375 1.9899 5.89029 7.36181 6.54445 3.43953 3.10492 23.6294 8.68821 14.9412 7.21622 0.943966 5.01767 2.99429 14.0366
internal_count=4034 702 279 423 368 3332 3021 1269 1239 112 50 1127 1100 543 352 133 51 219 191 178 108 70 557 175 382 150 57 203 130 372
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=31
num_cat=0
split_feature=18 16 15 15 3 6 23 17 10 18 10 10 20 6 6 13 16 13 20 22 0 17 4 23 22 16 10 0 0 13
split_gain=0.164085 0.386206 0.771676 0.41273 0.264451 0.672588 0.84914 0.824134 0.487396 0.95744 0.515157 0.652269 0.335945 0.320611 0.806644 1.25167 0.622621 1.16493 0.92713 1.28912 0.75612 0.59405 0.511197 0.781885 0.813741 0.441681 0.419485 2.02563 1.24463 1.0683
threshold=17.323446153950005 17.684958644900004 20.313914079200003 11.939171177750003 81.105404879350019 12.26528657645 0.11278000000000003 205.10400128480003 76.279622535200005 15.981927061500002 75.634392583900009 75.408562100950022 37.828051409500013 14.745344522600002 14.515339148550002 109.96062599345002 19.199955102150003 109.49014582065001 41.385032804600009 -0.14259499999999997 92.313586825200005 172.24349499320002 278.29044475435006 0.086030000000000009 -0.053159999999999992 18.664956353200004 66.590419433100024 90.407470010750018 93.399723909900004 113.82394032690001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 7 -7 -1 10 -10 11 13 -8 14 22 -16 18 -18 20 -20 21 -15 -6 24 -24 -23 27 29 -28 -19
right_child=1 -3 -4 -5 8 6 12 -9 9 -11 -12 -13 -14 16 15 -17 17 26 19 -21 -22 25 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0095742664551324817 -0.10872832474548166 0.10236364303758094 -0.10450775131688397 0.061494356295895419 0.0014933670885096391 -0.10769990564919085 0.05956404335495169 -0.10653680862869 -0.11480974864033654 0.080623570831456617 -0.060582801863799086 0.053983901656935118 -0.044000192792844582 -0.1248880044280985 -0.11276993515873797 0.029735685502385503 -0.1136410527834651 -0.09957191058784054 0.053934915294434629 -0.11518475864662535 0.061853720714069575 -0.10132908625797253 -0.13012807890937383 -0.11237659359448915 0.067343802669957625 0.10226382985350116 -0.058942490836815908 0.085123435190746055 0.038490020836632471 0.0012861680636275393
leaf_weight=7.0677514892886375 0.1607148870480154 0.51776656042784441 0.48093908001465013 1.2526503122653592 17.854513800106368 1.5335380994365553 0.57360168546438195 0.66917149346954818 0.2960131009494934 1.6367372733948284 1.3843026605536568 2.2588712368160477 0.68999651679769158 0.41597347773494942 1.7387329395205591 0.95480817183852185 0.89564018277451296 1.0672206878662098 0.86666789847367909 0.93910658474487696 5.2952929501188919 0.15625585182351642 0.29219284961254743 1.0357227047279591 0.73009329301566983 0.33502355357632041 3.7468701389152548 2.8944653570651999 2.0167916556820273 65.864880311084562
leaf_count=505 349 17 62 217 285 117 13 108 92 33 20 20 30 132 222 8 22 14 65 156 84 90 55 63 27 13 74 41 20 1080
internal_value=-3.86275e-06 0.0258265 0.00490671 0.0421382 -0.00050954 -0.0156615 -0.0576861 -0.000468256 0.000907008 0.0506917 3.81402e-05 0.000805499 0.00301208 -0.000316096 -0.0108939 -0.0622545 0.00251395 -0.00026371 0.0290428 -0.034017 0.0474017 -0.0369495 -0.00394641 -0.0511398 0.0109018 0.0375093 0.00107966 0.00321991 -0.0248494 -0.000321996
internal_weight=125.622 2.41207 1.8943 1.41337 123.21 10.5341 2.79714 7.73692 112.676 1.93275 110.743 109.359 1.2636 107.1 22.6061 2.69354 84.4942 76.4859 8.00832 1.80577 6.20255 0.907253 19.9125 2.05801 1.02229 0.491279 75.5902 69.8266 5.76366 66.9321
internal_count=4034 645 628 566 3389 773 160 613 2616 125 2491 2471 43 2451 660 230 1791 1251 540 221 319 235 430 145 82 103 1229 1135 94 1094
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=31
num_cat=0
split_feature=15 21 10 3 15 6 12 10 22 10 15 21 22 21 4 17 23 22 0 5 5 12 5 23 23 16 22 19 18 21
split_gain=0.164332 0.380543 0.338198 0.286395 0.184148 0.668505 0.614296 0.562843 1.25483 1.0562 0.775115 0.818266 0.759343 0.747301 0.596538 0.948977 1.95763 0.737656 1.32583 0.535665 0.458967 0.423821 0.422034 0.417893 0.598151 0.408421 0.397455 0.382092 0.380802 0.379455
threshold=46.683480308100009 15.285239689500001 61.901748453550006 91.445214849050018 37.491361913600009 15.51536251395 368.00406080990007 61.987779113750001 -0.095204999999999998 61.950140699950005 41.492094664050008 1.6974749567000003 -0.14831999999999998 10.003699902950002 321.23864991185008 195.92600399440002 0.09117500000000002 -0.081354999999999997 86.329079026800017 23.545618314050007 23.042623356550003 255.84286977610003 20.769304081650002 0.085910000000000028 0.10065000000000003 22.634947069650003 -0.12546499999999997 14.351157895250003 13.565177112500001 14.894616075700002
decision_type=2 2 2 2 2 2 2 2 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 21 6 22 8 -7 10 13 -12 -9 -10 15 17 -17 23 20 -13 -19 29 -6 26 -25 27 -14 -23 -28 -1
right_child=1 -3 3 -5 5 7 -8 12 9 -11 11 19 14 -15 -16 16 -18 18 -20 -21 -22 25 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.00040188034896078699 -0.00083478737376707938 0.018649237994928538 0.016782035692861654 -0.1072571361003275 -2.719545496890556e-05 -0.094094798675130265 0.034306745587474187 0.071798207711499848 -0.071143612992069782 -0.06443527281420619 -0.016128399133062628 0.10060775889187085 0.0055707897693572771 0.019134503282368109 0.060111665395456343 0.018193725176497973 -0.10780547048676976 -0.012385406826141174 0.10003089975052093 0.024319710206364052 0.045048471512986896 -0.031710814585377688 -0.1170231403134368 0.043475118342952479 -0.024080073730836721 0.10158233983206388 -0.11683162817044863 -0.12757187473562434 -0.020261211524909627 -0.039716867744571012
leaf_weight=73.953226399577034 0.85060568148037408 1.3985253490391185 0.23063996899872996 0.96484417295141611 0.43324952712282483 1.5052745619323094 0.63069466594606627 2.3263029861263922 1.5428001289837978 1.9148316405480716 1.7033638643333686 2.1187075544148688 1.5565841272473337 2.2602048852131702 2.3291582841193295 3.1963667997624716 2.0075653633102775 3.1514460237231159 2.5352251883596182 1.6273662660678381 2.4912954935571179 1.9011455716454291 1.0692739214282481 3.1107005814556032 2.2650207753758878 0.18466067314147938 0.76006120449165393 0.5321960225701331 0.88236377120483667 2.4352069439119068
leaf_count=2617 20 18 5 93 10 49 21 30 41 23 18 22 6 15 38 39 21 29 25 21 22 560 51 36 22 5 30 10 14 123
internal_value=-1.76806e-05 -0.0215538 -0.049033 -0.0833268 0.000598338 0.00599922 -0.0485204 0.00895971 -0.0083859 0.00316709 0.0171577 0.0413369 0.0172196 -0.0174895 0.0119916 0.00688703 -0.0304141 0.018474 0.0399608 0.0674668 0.0129719 -0.00223299 -0.0832876 -0.00201864 0.0150112 -0.0417959 -0.0306362 -0.0526766 -0.0649509 -0.000877076
internal_weight=123.869 3.44462 2.04609 1.19548 120.424 41.4179 2.13322 39.2846 12.6725 11.1673 9.25244 5.44944 26.6121 3.80301 24.2858 21.9566 5.20393 16.7527 8.17797 3.74607 5.64274 79.0064 1.50252 8.57473 5.37572 2.618 3.19901 2.43334 1.64242 76.3884
internal_count=4034 136 118 98 3898 583 82 501 189 140 117 61 312 56 282 244 60 184 76 43 51 3315 61 108 58 575 50 570 44 2740
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=31
num_cat=0
split_feature=9 0 16 4 17 9 19 2 15 20 23 12 20 4 6 20 2 13 10 6 8 22 2 22 8 7 7 21 20 21
split_gain=0.158846 0.429173 0.866256 0.371179 0.683207 0.359095 0.671347 0.470246 0.640701 0.422634 0.556711 0.435347 0.383314 0.366201 0.351999 0.34105 0.467321 0.336712 0.234168 0.216455 0.424068 0.611087 0.410669 0.690071 0.570317 0.450434 1.20294 0.540436 0.427904 0.340508
threshold=187.45330412110005 85.732241321850012 22.704946905950003 195.50296729855003 189.19102531915004 181.33671263215004 14.451165964200003 121.36426933400001 35.965617804200001 47.709122305950011 0.091645000000000018 143.62136700335003 41.872294782850005 375.65892766775005 16.425383776450001 49.283271594150008 134.33885108415004 120.87576600310001 61.977025281250008 18.080422446150003 8.8430989333000021 -0.090495000000000006 60.327272492300004 -0.054619999999999995 8.7431769115000026 22.720542346200002 22.792619241600004 5.8942103150500005 34.654301448200009 16.172025809700003
decision_type=2 2 2 2 2 2 2 2 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 8 -7 10 17 18 -8 15 -9 -11 -17 -1 -12 20 22 -22 23 -3 25 27 -27 -24 -28 -30
right_child=1 19 3 4 -6 6 12 14 -10 13 11 -13 -14 -15 -16 16 -18 -19 -20 -21 21 -23 24 -25 -26 26 28 -29 29 -31
leaf_value=-0.090181865374888412 -0.10598854620083842 -0.10835745209801276 -0.043235796288071393 0.086171837713523658 -0.057384626104347261 0.020167690129611338 0.1003203312540531 0.090274415743630876 -0.051781370528581075 0.059890231750299817 0.087972135770039608 -0.055140954701442785 0.019356363630569522 -0.10170406080296963 0.013563650927871502 -0.11433007324621591 0.053881585756336683 0.080616818849821956 0.001120673670676552 0.044135184240782714 0.00069302689968934908 -0.082488037226970845 0.0014370780979678834 -0.0076221391946145432 0.034695503291169799 -0.12219198124727544 0.04473665583392622 0.071030254887309394 -0.00078815009365041711 -0.053809134415953058
leaf_weight=1.4421797946479302 1.1701677609962637 0.89868591679260168 1.2070896457880738 0.88286608102498554 0.53085452612140216 2.8032867317961045 1.4143266901373865 0.9253416444971666 2.2160892430692911 1.5589460373921618 0.5524026043713095 0.8000759846290747 0.99693082913290698 0.21718186351972679 1.6918568068067541 0.31366115600758337 0.34884425458039914 0.12546339037362475 0.70871905011881609 1.090104904025792 2.1024579223012556 1.5229389157320827 2.6680944301187983 2.795016697185928 5.0085540679283431 0.81965139135718246 2.0440825153273172 1.918034018948674 80.663030064300983 1.2297080345706479
leaf_count=1021 153 37 48 18 37 39 37 38 19 56 21 81 22 197 21 34 79 12 25 18 31 36 26 33 45 10 59 27 1707 47
internal_value=-7.76684e-06 -0.00140724 -0.0344498 -0.00250845 0.0322661 0.0092453 0.0208452 0.00632039 -0.0115983 -0.00996427 -0.0315998 0.00255838 0.0668459 0.0222308 0.0406857 0.0343474 -0.0257577 -0.0765123 0.0391638 -0.000188254 -0.000663488 -0.0342493 0.000578411 -0.0321313 0.00185894 1.81234e-05 -0.00163355 0.0305427 -0.00045628 -0.00158432
internal_weight=122.667 106.551 3.79098 2.62081 1.41372 16.1153 10.0478 7.63657 5.01938 6.06747 3.62884 2.0612 2.41126 2.43863 2.6172 2.22145 0.662505 1.56764 1.26112 102.76 101.67 3.6254 98.0449 3.6937 94.3512 89.3426 84.7565 4.58613 83.9368 81.8927
internal_count=4034 2332 256 103 55 1702 176 117 58 1526 1160 127 59 366 59 169 113 1033 46 2076 2058 67 1991 70 1921 1876 1823 53 1813 1754
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=31
num_cat=0
split_feature=18 16 15 15 13 19 9 12 12 12 21 17 12 23 0 0 20 12 6 18 6 21 19 0 18 7 13 17 21 16
split_gain=0.150777 0.351366 0.677667 0.354989 0.286784 0.280662 0.267452 0.181562 0.993531 0.918812 0.528665 0.460003 0.577525 1.22402 0.737075 0.508632 0.393701 0.392366 0.530351 0.443422 0.431476 0.778229 0.723162 0.626022 0.841089 0.568363 0.774671 0.606449 0.523715 0.494932
threshold=17.323446153950005 17.684958644900004 20.313914079200003 11.939171177750003 98.050756475600011 12.651020723000002 29.501628670900001 149.09269374785001 144.57070813310003 152.73554204000004 4.6253815007000005 199.84861692095004 103.54784004735002 -0.085699999999999998 92.501778894350011 96.531777631850005 41.147265497500008 141.09628393755006 13.595317652400002 15.788786379500001 14.845346859150002 4.1284891430000012 12.651020723000002 93.399723909900004 13.975517741000003 22.835261448650005 117.48293184245001 194.36188291790003 2.0008954101500005 20.824951302200002
decision_type=2 2 2 2 2 2 2 2 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 -5 -1 8 11 16 -10 17 13 -13 -14 -16 -9 19 -19 20 21 28 -23 24 25 27 -27 29 -6 -22
right_child=1 -3 -4 5 7 -7 -8 9 10 -11 -12 12 14 -15 15 -17 -18 18 -20 -21 23 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.073981220371103204 -0.1079038454512711 0.10216580951794359 -0.1040828379408732 0.080154632523528085 -0.020149915414064329 -0.046124247309149068 -0.10153264258082449 -0.1293331130152868 0.087641333239554253 -0.001892921508364437 0.0043499357335602109 0.054181318108802418 0.057108302203515295 -0.11414849256198741 -0.08395753024071885 -0.0059764605657784365 -0.028325637628965533 0.015336862972117211 -0.11947002854649846 0.056435876869494417 -0.05678791288387857 -0.0059573386242025789 -0.079442019864107483 0.057764526009740483 -0.091169221819691226 0.064618305869655501 0.00044723402768742833 -0.091030773096095474 0.028581148285297366 0.0091402198785669395
leaf_weight=0.10579940897696261 0.14482440399115093 0.47361234296113242 0.43002783644624276 0.99344413502876683 3.7932194848544878 0.21389952143363189 0.48399318752490217 0.78978815980371908 2.0935685507720332 61.958360699754849 1.1981689120293593 0.60445996746420894 1.4351421725004909 1.5139361245091985 1.1097325081937013 3.3961404029978439 0.75456225781090325 0.57996063199243397 0.58743139886064455 1.6917715820018191 1.2423942577697822 2.9076167225139207 2.4826438949530711 2.6607992816716424 0.84811949636787076 3.7935257041826835 3.7318438142538071 0.70892414357513267 5.2684623817913234 13.640988797211319
leaf_count=89 349 17 62 191 63 26 508 18 31 1371 36 7 25 58 41 44 23 4 41 40 292 91 153 33 23 101 26 10 40 221
internal_value=-5.48028e-06 0.025607 0.00526181 0.0400365 -0.00048945 0.0577824 -0.0700482 -0.000144095 0.00404574 -0.00379199 0.0573239 0.000672907 -0.0212884 -0.0661175 -0.0053036 -0.0251821 -0.0799813 0.00470123 -0.0524979 0.00626245 0.00419611 -0.00971511 -0.0398029 0.0117466 0.00663748 0.0102257 0.0327958 -0.000667332 0.00818233 0.00363685
internal_weight=121.637 2.25581 1.7822 1.35217 119.381 1.20734 0.589793 118.792 55.2889 63.5027 3.29174 51.9971 8.05941 2.1184 5.94102 4.50587 1.54435 43.9377 1.16739 42.7703 41.0785 14.4519 5.39026 26.6266 23.9658 23.1177 7.52537 15.5923 9.06168 14.8834
internal_count=4034 645 628 566 3389 217 597 2792 1380 1412 67 1313 175 65 110 85 41 1138 45 1093 1053 347 244 706 673 650 127 523 103 513
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=31
num_cat=0
split_feature=9 0 16 2 9 19 20 2 15 20 5 3 6 10 22 20 20 13 15 23 15 4 9 9 9 9 17 23 21 2
split_gain=0.155254 0.370262 0.79551 0.337491 0.352753 0.571924 0.52207 0.451465 0.45115 0.373463 0.326669 0.500651 0.321358 0.294628 0.261686 0.251905 0.410617 0.385072 0.335911 0.200194 0.420541 0.397465 0.544226 0.387168 0.444897 0.349933 0.389077 0.665388 0.53982 0.541662
threshold=187.45330412110005 85.732241321850012 22.704946905950003 56.478612905150008 181.33671263215004 14.451165964200003 40.316494640950005 121.36426933400001 35.965617804200001 41.872294782850005 29.996566321350006 94.972471916200007 16.425383776450001 71.365121072750014 -0.5775499999999999 47.927946529500012 41.872294782850005 120.87576600310001 26.243701454300005 0.084360000000000018 45.169600924000008 292.86187543885006 228.22359594620002 190.16588783940003 211.04147598835002 208.80656562110002 196.80409074510004 0.082935000000000023 2.5447591590000003 68.946226135900005
decision_type=2 2 2 2 2 2 2 2 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 6 7 -5 8 -6 -7 11 -4 -9 14 -8 16 -16 -18 -17 20 21 23 -23 -3 25 26 27 28 29 -25
right_child=1 19 10 4 5 9 13 12 -10 -11 -12 -13 -14 -15 15 18 17 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.082174021164547029 -0.10549449195120658 -0.047642485100293147 0.018049261624783829 -0.086746728499535464 0.014508340613654172 0.099491363486962872 0.098545174282884715 0.088341863032460236 -0.046752835552778316 0.016885522409082736 0.063822615273085914 -0.085307181144033031 0.013135448007137958 -0.10219371748336031 0.011032497644220847 0.060010416114315748 -0.10331993319796742 0.10363110172214805 -0.028299388056558655 -0.0030436069024646281 -0.056601117661777112 0.06250248494864051 -0.076475558269374785 0.0093463322696627944 -0.02892922527525715 0.058039572353832697 -0.015771458380057998 0.093914223324383095 -0.00034719345737350781 0.089016368495755699
leaf_weight=0.61074505902069987 1.0635728696797735 1.3116425656771848 1.2144019725965338 0.83706113283369532 2.6356441335519758 1.2195205613970759 0.28295756180886877 0.85994686896629025 2.2102119904011488 0.99289591948036093 0.57452381309121836 0.76319457142380986 1.674559543316718 0.26947314404969791 1.3055345303255337 1.1297030264067869 0.74529930106473319 0.10224409401416779 0.69616212087566953 72.888864804164768 1.0074596721678961 2.3499594752211119 0.32015162130483066 1.872532855370092 2.8380503256194052 1.6117218623548968 4.610201579751446 1.058784960034244 9.8665863415517361 1.5679249601234913
leaf_count=23 153 21 18 471 35 35 9 38 19 22 16 69 21 513 102 67 313 1 33 1432 30 137 32 16 57 29 56 8 187 71
internal_value=-7.42621e-06 -0.00139031 -0.0328348 0.00931009 0.00633564 0.0178226 -0.0141902 0.00445378 -0.0134331 0.0624192 -0.00255447 -0.0218381 0.0386527 -0.000787106 0.00562467 -0.000983254 -0.0241539 -0.0783542 0.0263398 -0.000268012 0.00685181 0.00918425 0.0458387 0.00522783 0.00818811 0.0133048 0.00950526 0.0176169 0.0115463 0.0456545
internal_weight=120.492 104.92 3.61569 15.572 14.9612 9.59278 5.36843 7.38036 4.84586 2.21242 2.55212 1.9776 2.53451 4.53137 4.2619 3.97894 2.15308 0.847543 1.82587 101.304 28.415 27.4076 2.67011 24.7374 23.4258 20.5878 18.976 14.3658 13.307 3.44046
internal_count=4034 2332 256 1702 1679 170 1509 113 54 57 103 87 59 1038 525 516 416 314 100 2076 644 614 169 445 424 367 338 282 274 87
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=31
num_cat=0
split_feature=23 15 23 22 15 22 3 13 15 22 16 20 21 16 17 9 22 0 6 5 2 2 15 5 20 20 12 16 2 13
split_gain=0.167418 0.135224 0.347112 0.222942 0.182021 0.509879 0.753183 0.531024 0.859397 0.572402 0.610211 0.744207 1.39716 1.47112 0.843327 0.731067 0.476554 0.503935 0.43643 0.413025 0.411437 0.404262 0.384491 0.412278 0.383009 0.40786 0.370119 0.367704 0.359373 0.347144
threshold=0.4381000000000001 46.683480308100009 0.090390000000000012 -0.084275000000000003 37.491361913600009 -0.14831999999999998 92.781378539900018 113.97180552410002 40.042228346200012 -0.10423499999999999 22.514947350300002 41.50623664750001 5.7587983756000005 22.654947022900004 196.16836764490003 204.89606367675003 -0.058374999999999996 86.20003303655001 16.455384477450004 22.629964856950004 206.07223625840001 207.97896528700002 42.246988155050012 22.468249633400003 42.456897412850005 43.847983878700006 255.84286977610003 22.634947069650003 168.06224882620003 116.58229836875002
decision_type=2 2 2 2 2 2 2 2 2 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 26 6 -6 8 -7 18 -11 14 13 19 21 16 17 24 -9 -13 -16 22 23 -12 -14 -26 -1 29 -21 -28
right_child=-2 2 3 -5 5 7 -8 9 -10 10 11 12 15 -15 20 -17 -18 -19 -20 28 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00072939320316810013 -0.050066703130097916 -0.081853786357625385 0.035833124468340076 -0.024961918042807434 0.1060546480930555 0.02313111451036217 -0.0045392821829564117 0.0043670319767383772 -0.11236684131807922 0.064839609070020982 0.038315561638822687 -0.14883742191281124 0.019935111805520142 0.01929451416009571 0.024632777179964843 0.07065253718460307 -0.049540519442491611 0.059540926221164303 -0.053419327266765231 0.0048290451599000746 0.10360195600424188 -0.023070360224942212 0.047273178437594501 -0.010481647294671138 -0.11229594660360878 0.0096634577992648161 -0.030717272521625223 0.10147757462689169 -0.11250990927277643 -0.12655683058952646
leaf_weight=73.87020243122879 0.66411232225072936 0.7057536545908073 0.94955607317388091 1.6536396899318786 1.2242780197411769 0.88709876593202242 1.2389990203082559 2.6344896244117946 0.99100663454737514 2.0059558693319621 2.7013989537954384 1.2715942917857308 1.5254172100685548 1.3988068355829453 1.1030971128493541 1.6924374741211066 1.6483292888151471 1.5339493975043295 2.5936845308169723 0.44002430478576549 1.6416107453405855 2.7590056098997584 3.4712370177730918 4.8219384264666587 0.60834734200034268 0.49923537665745243 1.7935879979986564 0.17019745893776406 0.6415873536025174 0.47883667092901294
leaf_count=2714 31 70 27 39 18 31 36 19 40 23 21 14 16 29 16 17 33 9 27 13 41 24 30 38 24 17 540 5 42 30
internal_value=2.62321e-06 0.000282154 -0.0196501 -0.00278598 0.000852468 0.00637848 0.0504272 0.00343561 -0.0483661 0.00621593 0.0115763 0.00772718 -0.012093 -0.0619218 0.021254 0.0128091 -0.00402518 0.0139794 -0.0243006 -0.110199 0.0718643 0.0111541 0.0197425 0.00703993 -0.0125641 -0.0573236 -0.00199578 -0.040294 -0.0647737 -0.0509122
internal_weight=119.619 118.955 3.30895 2.6032 115.646 39.3335 2.46328 36.8703 1.87811 34.9921 29.764 27.758 11.2597 3.75201 16.4983 7.50772 5.81528 4.16695 5.22817 2.35321 2.74471 13.7536 10.9946 7.52334 2.633 1.10758 76.3128 2.44262 1.08161 2.27242
internal_count=4034 4003 136 66 3867 578 54 524 71 453 407 384 214 98 170 116 99 66 46 69 57 113 89 59 57 41 3289 575 55 570
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=31
num_cat=0
split_feature=18 16 15 15 13 19 9 21 18 8 7 4 12 3 4 19 12 14 20 20 9 17 22 21 2 20 8 5 22 22
split_gain=0.137607 0.321261 0.590575 0.305834 0.262193 0.242894 0.227977 0.165492 0.470566 0.876527 1.10385 0.659179 0.609954 0.624599 0.750638 0.530641 0.322336 0.925345 0.62968 0.488205 0.666813 0.410165 0.533107 0.36445 0.344991 0.432547 0.408589 0.676556 0.312736 1.2184
threshold=17.323446153950005 17.684958644900004 20.313914079200003 11.939171177750003 98.050756475600011 12.651020723000002 29.501628670900001 1.0000000180025095e-35 14.466921572300002 7.943800736700001 25.454404031550002 220.76348294430002 174.18091207835002 86.896343692350015 195.50296729855003 13.351077205700003 93.660658182900008 159.27858171270003 42.066503896600004 38.478081868400004 202.86075815500001 188.95754880325003 -0.14138499999999998 1.9425901130500003 72.843776848050013 39.577821550850011 8.9430209551500024 26.429668882900003 -0.06483499999999999 -0.055334999999999995
decision_type=2 2 2 2 2 2 2 2 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 -5 -1 8 12 -10 -11 -12 13 -6 -15 -13 17 18 19 -9 23 22 -20 -21 25 -18 28 -28 -26 -30
right_child=1 -3 -4 5 7 -7 -8 16 9 10 11 15 -14 14 -16 -17 24 -19 21 20 -22 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=0.06891552255379671 -0.10715122323512825 0.1019909959842674 -0.10365462627626179 0.076322608200466033 0.058598518895586406 -0.044725984525459367 -0.1014283638743942 0.0082558575292074141 0.043876355032360752 -0.11977321025341653 0.096736062728773761 -0.1124053555410119 0.0889720234242692 0.012681697091014016 -0.10210598113637932 0.040254513611123657 0.072363524928194173 -0.087044421872039576 0.084521544436798934 -0.025542382401028796 0.018886855595003769 0.096676510359000961 -0.10900801416194872 -0.12681255796985677 -0.0045779030676032662 0.0047135256856153506 -0.084518517112358804 0.02866730209041576 0.061885260448353033 0.0010842824049459828
leaf_weight=0.095920655116059517 0.1298762357928348 0.43440929800271977 0.38199908328897425 0.93405947761220864 1.8938552393810804 0.20153211526485393 0.43426263874243887 2.8430679916054924 1.6298463132989125 1.2108374900417405 0.54261431097984292 0.49598033830989152 1.3355715158359087 2.4670762934838426 0.7407426721183582 0.42093708436004817 1.4584793187677849 1.6586121392247148 0.28558996831998229 0.54537170939147506 0.84064931247849006 0.89319786429405212 0.28376694448525064 1.019993860114482 55.545876057869457 2.6853225268423557 1.4350187819218256 0.83562456848449063 3.6845834389387155 31.239736832729257
leaf_count=89 349 17 62 191 19 26 508 26 38 33 6 34 58 188 50 10 16 35 11 11 33 12 31 43 1309 40 73 36 60 620
internal_value=8.38479e-06 0.0254912 0.00531954 0.0382149 -0.00044691 0.0548403 -0.0706098 -0.000126207 0.0117 -0.0139133 -0.0491849 0.00937571 0.0288102 0.0130603 -0.0138248 -0.0423225 -0.00133264 -0.0201601 -0.00363131 -0.0197994 -0.052951 0.0543958 -0.0119334 -0.0915301 0.000293937 0.0285241 -0.000967428 -0.0428647 8.41213e-05 0.0074989
internal_weight=118.604 2.08188 1.64747 1.26547 116.523 1.13559 0.530183 115.992 10.7375 4.30022 2.67037 1.45953 6.43725 5.10167 3.20782 0.916917 105.255 8.37025 6.71164 5.24908 2.40601 1.46255 0.569357 1.56537 96.8846 4.1438 92.7408 2.27064 90.4702 34.9243
internal_count=4034 645 628 566 3389 217 597 2792 436 121 83 50 315 257 238 44 2356 202 167 113 87 54 42 54 2154 56 2098 109 1989 680
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=31
num_cat=0
split_feature=15 12 6 15 3 5 19 10 13 5 6 0 0 17 6 15 10 0 0 0 17 9 20 9 21 23 13 15 18 15
split_gain=0.137722 0.710417 0.635982 0.409285 0.38183 0.398092 0.691862 0.391625 0.340308 0.334025 0.204821 0.790022 0.985575 0.676888 0.611577 0.459706 0.450393 1.12547 0.877824 0.705105 0.680442 0.729892 0.666596 1.14547 0.698462 0.66185 0.630298 1.02713 0.43785 0.451289
threshold=43.890399822900008 202.12526968910001 16.235379337050002 43.030193406950012 92.913112988300014 24.458659404000002 14.451165964200003 62.025417527550012 117.59584708395001 23.545618314050007 16.455384477450004 89.168090812600013 87.278104746850019 197.20536406400001 16.495385412050002 42.493282152450007 66.964115113200009 91.937202686950016 90.407470010750018 90.767723400200012 204.12988953870004 203.36975145060003 40.241071441700008 198.16621393750003 3.4801976177500005 0.13377000000000003 113.97180552410002 34.694997775350011 13.545319032100002 36.548474543700003
decision_type=2 2 2 2 2 2 2 2 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 10 -4 6 8 -7 -6 -5 15 12 13 -12 -15 16 18 -18 20 -20 21 22 23 26 -24 28 27 -1 -19 -30
right_child=1 2 4 9 5 7 -8 -9 -10 -11 11 -13 -14 14 -16 -17 17 25 19 -21 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.13210419637118717 -0.10365652827089998 -0.080653017942175095 0.058407636953307168 0.066526992467229915 0.014595735579268625 -0.014488420251703944 0.067650775759516266 -0.10802016396061723 -0.045552234600691126 0.0045486466936085377 -0.0039578755361261014 -0.10548221802204812 0.061266494092643578 -0.012949386771045119 -0.10374464780983815 -0.082921088559225364 -0.094436048808875392 0.059423997519451599 0.10283436579229627 0.0048697962110293589 -0.059322745744606997 0.05847394363636578 0.075641712996679877 -0.099581239485264983 0.0083142036149344289 -0.10455765298302994 0.030227425180706022 0.020031965160279479 0.0005143297601857827 -0.10205102266493456
leaf_weight=0.77557876600987086 0.7647327414015298 0.96998387551866372 1.149121280759571 1.7001015702262514 2.2189267685171221 1.932435108945356 1.5816223495057782 0.58263636627816584 1.6328605982707811 1.779965743422508 20.611276488401938 0.80004733335226674 2.088606469333171 1.6051618265919381 1.3793784665031124 0.62377610243856807 1.3049160381451645 1.254131097193748 1.8350430703721934 1.2252869800940969 1.4594170452401147 2.8600050322711459 1.7248172527179146 1.4875629171729086 14.445641201740726 0.60000013215903791 2.8773384746164083 1.03730022162199 42.787135509546715 0.43334105832036485
leaf_count=51 43 36 13 30 26 61 27 50 18 10 709 22 26 11 55 19 113 26 31 27 39 36 80 13 240 57 32 13 2055 65
internal_value=5.75174e-06 -0.0107377 -0.0036796 0.00109648 0.00452729 -0.00326226 0.0119638 -0.0361558 -0.0109024 0.0348266 -4.07774e-05 -0.00762315 -0.00457492 -0.0104029 -0.0549126 0.00257634 0.00327708 -0.0028818 0.0128857 0.0636116 0.00706453 0.010908 0.00482075 -0.0231211 0.0154957 -0.00023129 0.00112926 -0.0450543 0.00117616 -0.00051402
internal_weight=117.528 10.8323 10.0676 106.696 9.0976 7.94848 5.43341 2.51507 3.85179 3.48007 103.216 26.4845 25.6844 23.5958 2.98454 76.7313 76.1075 46.3795 29.728 3.06033 26.6677 25.2082 22.3482 6.17778 16.1705 45.0746 4.69022 1.81288 44.4746 43.2205
internal_count=4034 274 231 3760 195 182 71 111 44 40 3720 823 801 775 66 2897 2878 2316 562 58 504 465 429 109 320 2203 96 64 2146 2120
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=31
num_cat=0
split_feature=9 15 9 21 21 21 8 5 3 13 3 16 20 19 6 16 16 9 20 5 23 2 3 22 22 22 9 12 9 16
split_gain=0.135306 0.295454 0.298227 0.431505 0.408561 0.570979 0.371993 0.327916 0.357024 0.3403 0.305486 0.225936 0.477322 0.48524 0.40989 0.345149 0.223201 0.220123 0.648484 0.673209 0.50785 0.444062 0.862344 0.301808 0.814401 0.643014 0.543499 0.455478 0.545366 0.371372
threshold=186.68586460755003 19.215947067900004 185.90443620030001 4.8799967471500016 1.9176293050000004 0.93316694850000015 6.2451263653500009 22.783584484750005 108.40938565220002 120.87576600310001 93.337889372900023 19.124955277500003 41.066313126200008 14.451165964200003 6.9501623894500009 16.604961170400003 22.654947022900004 192.39832633775004 40.583589072600013 20.849573174100005 0.081155000000000019 142.56923800370004 92.703413254150021 -0.25236500000000001 -0.58559499999999998 -0.16276499999999997 212.71218656455002 79.133367176650012 198.16621393750003 22.654947022900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 11 16 -10 -4 14 -13 -14 -5 -16 -9 18 20 -20 -2 -21 -23 24 -19 -25 -26 28 -27 -29
right_child=17 2 10 7 -6 -7 -8 8 9 -11 -12 12 13 -15 15 -17 -18 23 19 21 -22 22 -24 25 26 27 -28 29 -30 -31
leaf_value=-0.077558474466882132 0.04733643576777255 -0.070777207354396701 0.008369493060336913 -0.10406784445079896 0.08292787621235044 -0.15195365542971517 0.047295949327654137 0.065185391618521951 -0.11406308602965087 0.10328546114184345 0.083309186828174286 0.0032558779470657573 -0.11655019092161548 -0.015203120103323836 -0.055100145904022173 0.09228290485561029 -0.0007032683915958128 0.0065799376133600859 -0.11178965725645942 0.012189700971650003 -0.010324746842149431 0.019409732293670524 -0.10549817951652551 0.066390181709951687 -0.10165070595685806 -0.12524527639775251 0.012709217168769486 -0.00043372879852485803 0.0083822099714952851 0.022047770927905139
leaf_weight=0.37650249876150965 2.078793701304674 0.32492831605486472 1.0838610138744109 0.21816269138071198 1.1649429902208792 0.19970739722339192 1.4922644151374695 1.2046398021811917 0.31801431071289687 0.093131884932518005 1.0920130747836081 1.6260283607989552 1.0397797215264288 0.86580855213105667 0.22102216393250274 0.56528479061671533 0.89694071415578935 3.7612907606089721 1.055657945864368 1.9699536422267554 5.7591917740792269 0.95702288858592544 1.3083074780588502 1.5272038351904473 1.5486474606441327 0.62256278726272174 0.56799714757653408 73.4766731527925 0.59954853374802042 8.1642574190918804
leaf_count=741 32 229 9 152 107 16 22 87 109 1 31 20 27 15 71 14 16 121 96 25 92 7 39 61 70 14 52 1554 31 173
internal_value=6.65124e-06 0.0097124 0.0123608 0.00521069 0.0357782 0.00854493 0.0261835 -0.0085875 0.020392 -0.0648298 0.0459797 -0.0246405 -0.0365429 -0.0705029 0.0172071 0.0508552 0.0370645 -0.00119328 -0.0132918 -0.040342 0.00496818 -0.0225334 -0.052729 0.000566371 -0.0213431 0.0020924 -0.0709625 0.000907367 -0.0596897 0.00181447
internal_weight=116.18 12.783 12.4065 10.2307 3.18184 2.0169 1.81719 7.04881 2.51273 0.411146 2.17587 4.53609 3.53162 1.90559 1.00447 0.786307 2.10158 103.397 13.1289 5.29094 7.83799 4.23528 2.26533 90.2682 5.87794 84.3902 2.11664 82.863 1.22211 81.6409
internal_count=4034 1667 926 886 374 267 251 512 213 110 40 299 62 42 237 85 103 2367 291 167 124 71 46 2076 243 1833 122 1772 45 1727
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=31
num_cat=0
split_feature=8 22 6 2 19 20 22 22 22 18 20 6 9 21 21 5 7 23 23 12 12 17 4 15 13 22 20 12 22 22
split_gain=0.132038 0.568292 0.389517 0.253052 0.271772 0.331167 0.233217 0.556588 0.501796 1.19178 0.6952 0.453743 0.460351 0.59376 0.534107 0.909549 0.476583 0.456586 0.578623 0.440526 0.678362 0.409448 0.637706 0.394841 0.520513 0.385387 0.66159 0.892565 0.881344 0.415012
threshold=9.5425530862500008 0.022350000000000005 17.755414852450006 32.468269602050007 14.751190171100001 36.491284729650012 0.048475000000000011 0.051245000000000013 -0.0034049999999999996 13.327513832500001 40.636252116050009 16.565387047600002 201.32298960505003 0.17201659740000003 3.0668791869500005 21.197160116700001 25.225775578450001 0.07469000000000002 0.096315000000000026 69.826413229550027 81.514192512750014 200.79056394860001 202.19493194685001 46.074827201850006 117.56896250265002 -0.032369999999999996 41.872294782850005 182.87454670205003 -0.018034999999999999 -0.053159999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 5 -5 8 -8 19 -10 -11 12 14 -14 17 16 -16 -9 -19 -1 -21 22 -15 25 -25 29 27 28 -27 -22
right_child=1 -3 3 4 -6 -7 7 11 9 10 -12 -13 13 21 15 -17 -18 18 -20 20 23 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.056937018198540017 0.067170467916595838 -0.054414093717629036 0.10167586718725184 0.014626366337563923 0.075594932418523886 -0.11019753680302502 0.092602143859296937 0.096062600721374056 0.037546705026105673 -0.025444645457078943 -0.12016370227629747 0.083926376013091039 -0.057684068228728971 0.10398980024683158 -0.10797799803565485 0.020523259560706525 -0.027215655274523035 -0.089529492487293444 0.020914468634171839 -0.075261757938521523 0.0016194617662865958 0.007693579827725565 0.019390401124577069 -0.10747208384181198 -0.010776770810310199 0.06827260046496092 -0.0073820311443698952 0.097142950045164891 -0.075127565977710031 -0.023002611069554896
leaf_weight=1.3298711590468872 1.1723388170066744 0.57199314245372068 0.098042473196982338 0.28022874801536068 0.12419546011369664 0.87999910412327154 0.78501693705038889 0.58448599706571824 1.5596733108759497 1.6644081402646409 1.4498938038877893 0.73102516573271614 0.93496160234644676 1.4201847184740457 1.5593028872262951 1.7768294366724147 1.3749554523064942 0.58807768806400451 2.4532041595375631 1.2147065295139317 67.298026246189679 5.1591297890117858 2.3913196963476366 0.76019680227909647 2.0796350341261132 0.89131033655576175 3.6330947301812557 2.0419629463285673 0.82558283404796318 7.6207900944464333
leaf_count=15 55 32 2 33 6 161 26 53 15 45 114 27 36 23 141 32 74 65 33 41 2427 68 44 64 88 30 116 60 20 88
internal_value=-2.81897e-06 0.027301 -0.000422403 -0.0531788 -0.0649992 -0.0800489 0.000228052 0.0100888 -0.00188124 -0.0338073 -0.069542 0.00667487 0.00357919 0.0181527 -0.0137366 -0.0359417 -0.0701338 0.0151153 -0.000441536 -0.000179651 -0.00105915 0.0260567 0.0509125 -6.15886e-07 -0.0366612 0.00126422 0.0230481 0.0524602 -0.000682602 -0.000885111
internal_weight=115.254 1.74433 113.51 1.38247 1.28442 1.16023 112.128 19.7585 92.3692 4.67398 3.1143 18.9735 18.2425 9.9056 8.33686 4.71109 2.93426 3.62577 3.04128 87.6952 86.3653 8.97063 3.8115 85.1506 2.83983 82.3108 7.39195 3.75886 1.71689 74.9188
internal_count=4034 87 3947 202 200 194 3745 622 3123 174 159 596 569 171 398 247 215 151 98 2949 2934 135 67 2893 152 2741 226 110 50 2515
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=31
num_cat=0
split_feature=13 22 18 20 0 10 6 6 6 20 17 18 5 20 20 16 17 22 17 22 23 21 23 7 9 16 10 17 3 6
split_gain=0.131521 0.363676 0.263582 0.329706 0.205341 0.442645 0.438803 0.407588 0.72514 0.858432 0.483968 0.481391 0.448825 0.278493 0.53241 0.477659 0.707515 0.554444 0.96749 0.607163 0.470981 0.513511 0.630303 0.409775 0.391444 0.388531 0.572258 0.438684 0.384315 0.366818
threshold=95.862351557400004 0.20949500000000004 17.138111898250003 42.310579034350006 97.878695155250014 76.279622535200005 13.755321390900002 13.65531905435 12.26528657645 33.151194885250007 200.26331585350002 15.343833331950004 13.154029769200003 38.400997490450003 38.748048509250005 21.244950320100003 190.4716172434 -0.033799999999999997 190.25644477395002 -0.098419999999999994 0.099465000000000012 0.17201659740000003 0.09062000000000002 22.061824394000002 196.26893085885004 15.404963976500001 75.408562100950022 182.20563699335005 86.272621406050021 16.705390318750002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 13 7 8 10 -10 12 -12 -6 15 -15 17 -17 18 19 23 21 -20 -23 -2 28 27 29 -16 -19 -27
right_child=2 -3 3 -5 6 -7 -8 -9 9 -11 11 -13 -14 14 25 16 -18 24 20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.10277023153367626 -0.058554679306490699 0.081820672654261614 0.062833601824701532 -0.042610111504212407 0.086377613249018451 0.067985298516149942 -0.076107607206293504 0.053818012464714307 0.083927036463520246 -0.10564020259992489 -0.00074723077974788539 -0.10602329964456808 0.0028257956700637275 -0.052445680233492858 -0.014380140059920391 0.0072797673162690027 0.092855094907513216 0.046606523682125756 0.01720747318549487 -0.0041688951362633961 -0.11578951256510249 -0.11699342259010195 0.0014158107692887236 0.10385575073496323 0.052711721254415977 0.00079605971098730712 0.075990351506513454 -0.11736401349195083 -0.057675591213088573 -0.036652620451855293
leaf_weight=0.37356155053475859 0.18228041311522236 0.14942458052973961 1.3248952035792161 0.38205346884205926 0.73217709180971358 0.97935976266671687 1.0064811169868324 0.99764185212552625 0.28851613122969855 1.3885141331120392 0.9989701558370141 0.76848154862091178 5.2747366654657526 2.0344164209091096 1.440568541085667 2.3518140395171936 1.6397553347051141 0.63698704168200559 1.3108020146428323 2.8364768654064392 0.81686784792691458 1.0207627989584578 0.80335013644071285 1.0515944330254567 2.8885326590389013 75.400777585411561 0.99041244387626548 0.58023330869764311 0.79380556693649851 2.7096345967584048
leaf_count=881 157 91 62 25 51 102 42 10 5 122 9 81 145 34 102 32 34 13 26 38 32 28 23 18 35 1489 12 27 33 275
internal_value=2.96494e-06 -0.05003 0.000233242 0.0392329 -0.000361541 0.00108479 -0.0130464 -0.00697211 -0.0133888 -0.0730271 -0.000524078 -0.0465209 0.0130098 0.000426233 -0.00191857 0.0123643 0.0424345 0.00263871 -0.0129141 0.0213042 -0.0481591 -0.0305366 -0.0648453 0.0798628 0.0315244 -0.000651417 0.000454737 -0.0439499 -0.0112493 -0.000503028
internal_weight=114.154 0.522986 113.631 1.70695 111.924 100.468 11.4555 10.449 9.4514 1.67703 7.77437 1.76745 6.00691 99.4891 83.156 16.333 3.99157 12.3415 8.02213 4.07035 3.95178 3.13491 1.82411 1.23387 4.31933 81.1216 79.1008 2.0208 1.43079 78.1104
internal_count=4034 972 3062 87 2975 2510 465 423 413 127 286 90 196 2408 1939 469 66 403 322 213 109 77 51 175 81 1905 1776 129 46 1764
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=31
num_cat=0
split_feature=23 23 22 20 21 23 23 4 23 13 15 16 21 7 23 6 22 21 6 20 17 3 18 7 2 17 16 21 5 6
split_gain=0.121132 0.151404 0.174195 0.487114 0.873757 1.12353 0.785059 0.72587 0.500528 0.47578 0.790683 0.459722 0.684241 0.659183 0.416936 0.426341 0.409683 0.335058 0.316822 0.260377 0.736662 0.83359 0.829999 1.07093 0.78063 0.649551 0.739002 0.672594 0.765673 0.720388
threshold=0.4381000000000001 0.41648000000000007 -0.11572 41.092444989200011 3.2025200283000004 0.092650000000000024 0.10721500000000002 186.12253940095005 0.086555000000000021 104.08096806215002 18.946678378300003 22.654947022900004 3.8781687083500005 23.576742473100005 0.11660000000000002 16.445384243750002 -0.11103999999999999 8.0341677368500015 13.835323260100003 42.198888176300009 188.41589330430003 93.394346993650018 13.036600629150001 22.516377366000004 72.043920985000014 195.42788627465004 22.574947209950004 4.2374199175500005 21.386268748550005 14.695343354350003
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 -6 18 10 -1 12 13 14 15 -11 -4 -14 -9 -18 22 25 23 -21 -23 26 -22 -27 29 -29
right_child=-2 -3 16 4 5 6 -8 8 -10 11 -12 -13 17 -15 -16 -17 19 -19 -20 20 21 24 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.044134181296573004 -0.045808703208766316 0.019048573135304166 -0.075870203760713018 0.076784066280795246 0.084619084593775082 -0.09204672728495901 0.038064409573700324 -0.10243620247124791 0.073779090862023874 -0.14552069914978782 -0.10951041010640564 -0.061712381727535619 0.071530378857223853 0.01584323255783061 0.067645068382242712 -0.041284570292380481 0.0012808308286765368 0.0014642077443079108 0.0038090448275668065 -0.084135744043546609 0.050182724859421046 0.087331315766431189 -0.10519109383384154 0.087572706765775388 -0.091288782794797171 -0.070916338423676381 -0.028849536436745489 0.00032116023739152161 0.04103092059080108 -0.080838448254267559
leaf_weight=0.4941249737530623 0.57435714949678995 4.1197262969217254 0.75581760602653858 2.2666116456475711 1.6594818177400137 1.5963601095427296 0.6536109261214732 0.29742016873206001 1.0381876766732601 0.56549407054262557 1.0396928228719842 1.0614724385086436 1.9078918084851468 3.0401166443480179 0.23718964681029309 1.2818753423925953 63.40323872342924 1.0626312826061619 4.9836160697013838 0.75501211381925093 4.5022086640892693 0.28643316589295764 1.6463939052791827 0.69997585657984018 1.6781756464915814 1.6233672951275355 1.6048946888186035 3.829911115200046 2.8859785757958889 1.5308079896494744
leaf_count=202 31 45 28 93 50 64 19 391 30 22 89 37 42 44 11 183 1488 17 244 130 130 2 239 16 118 73 15 117 32 32
internal_value=-1.54017e-06 0.000232308 -0.000482881 0.00720208 0.020609 0.008161 -0.0542498 0.0257606 0.0103039 -0.00846828 -0.0600132 0.00016593 0.00827964 -0.0138551 -0.057167 -0.0731921 -0.00257416 0.0464659 -0.00217453 -0.00191814 -0.0115567 -0.00377769 -0.0565589 -0.00152903 -0.0652466 0.00378074 0.0294137 -0.0120797 -0.000497626 -0.0228548
internal_weight=113.082 112.508 108.388 23.1858 12.4953 10.2287 2.24997 7.97871 6.31922 10.6905 1.53382 9.15667 8.0952 5.12468 2.08456 1.84737 85.2022 2.97052 5.28104 84.4464 21.0432 17.9418 3.10138 1.45499 1.96461 15.9772 6.1071 9.87006 8.2467 5.36072
internal_count=4034 4003 3958 1538 891 798 83 715 665 647 291 356 319 260 216 205 2420 59 635 2392 904 519 385 146 120 399 145 254 181 149
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=31
num_cat=0
split_feature=15 20 18 13 16 19 13 9 0 17 22 17 20 15 20 20 23 9 9 22 5 9 22 10 15 10 0 15 22 23
split_gain=0.120684 0.40062 0.406598 0.508331 0.367961 0.525474 0.37228 0.308602 0.288374 0.475938 0.381039 0.233849 0.23092 0.583279 0.422643 0.31014 0.297316 0.247067 0.348807 0.435726 0.419392 0.326496 0.633789 0.626882 0.247449 1.04931 1.30133 0.623529 0.757669 1.24436
threshold=20.729785921300003 36.728658719300007 15.981927061500002 103.23410375110002 13.564968279200002 10.550851274900003 95.862351557400004 194.04304600165003 97.991610396700011 189.72181505755 -0.58994000000000002 215.47685507205003 35.419594101850009 35.517387705950007 33.96174662340001 34.883496062400006 0.079355000000000023 214.31567825310003 217.73656073310005 -0.0068649999999999996 21.723721974650005 211.04147598835002 -0.058374999999999996 70.542452884850022 28.626568391100005 69.999384342500022 95.620390325650007 28.176737565850001 -0.59168499999999991 0.093905000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -3 12 -10 -11 -6 13 14 16 -16 -2 21 -19 20 -20 24 23 -23 27 -26 -27 28 -14 -30
right_child=8 2 3 -5 11 -7 -8 -9 9 10 -12 -13 17 -15 15 -17 -18 18 19 -21 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.10290178778726902 0.030137160254429359 0.00095900699029305685 -0.10487499785014216 -0.11295967898466636 0.081969647546118227 -0.10677127457024488 0.093623052063278797 -0.10510796108731631 -0.10604163389300691 -0.10601173545032923 -0.0064572358448662069 -0.0017416487176953013 0.10030326920550905 0.081555152443800211 0.060905630866973759 -0.023427328095266136 -0.12309060123559951 0.035213441946281607 -0.013734363870583114 -0.049646393455692141 0.066308211262500846 0.0494704736099182 -0.10121059097742501 -0.057049400332684186 0.00054247513272701086 -0.090540189094329759 0.0034803812271463107 0.054425963528267091 0.0057196094541086028 -0.10617706100894185
leaf_weight=0.28317199724096909 0.18235644102969661 2.144385323720599 0.11944121614442416 0.20479518896900106 2.1250287224929711 0.32715040804123419 0.45217976183630526 0.31454418163048092 0.58872786006122524 0.4087117065428173 6.4782767411415989 0.3958756238243949 0.72843196609755878 1.2241150359623132 0.92589312826748915 0.82431220263242722 0.41439657413866371 4.4695312113617529 1.6271505157928916 1.4338447343907317 1.0952060790295943 1.1018958678469069 0.96116092393640329 1.1080807991093022 61.664290773103858 2.9511649883133932 2.9373126681020949 2.6974892497528336 10.545406517474474 1.0972383203479683
leaf_count=261 62 349 331 7 102 197 11 33 79 48 277 31 13 25 29 12 23 64 48 33 48 25 56 29 982 222 34 35 530 38
internal_value=-3.85254e-06 0.0133665 0.0187786 0.0400728 0.0492375 -0.00569913 0.0521465 -0.012609 -0.000810979 -0.0197425 -0.0123653 0.0688239 0.000633332 0.0255948 -0.00359271 0.0211865 -0.0762671 -0.000310757 0.0158219 -0.0050315 0.0184668 -0.00193277 -0.0334214 -0.00393852 -0.000724185 -0.00330889 -0.0436405 0.0108631 0.00136433 -0.00482587
internal_weight=111.832 6.36657 6.0834 3.62447 3.41968 0.898771 0.571621 2.45893 105.465 7.47572 6.88699 2.5209 97.9893 3.57107 2.34696 1.75021 0.596753 94.4182 8.62573 4.1562 2.72236 85.7925 3.17114 2.20998 82.6213 67.5528 5.88848 15.0686 12.3711 11.6426
internal_count=4034 1322 1061 679 672 539 342 382 2712 404 325 133 2308 151 126 41 85 2157 193 129 96 1964 110 54 1854 1238 256 616 581 568
is_linear=0
shrinkage=0.1


Tree=127
num_leaves=31
num_cat=0
split_feature=15 12 6 23 17 18 10 18 16 7 15 21 21 2 22 2 2 9 22 23 9 23 22 20 20 20 6 3 9 6
split_gain=0.12097 0.60805 0.368953 0.405732 0.293848 0.409073 0.511923 0.376441 0.314095 0.305488 0.26464 0.174964 1.27963 0.740492 0.448173 0.354119 0.465513 0.302359 0.636167 0.791983 0.626626 0.658486 0.473553 0.429183 0.388639 0.678493 0.599225 0.958731 0.626696 0.487231
threshold=43.890399822900008 202.12526968910001 16.285380505300001 0.079470000000000027 196.70243143610003 13.3584252364 61.987779113750001 13.276755824150003 22.644947046300004 24.054467534550003 43.030193406950012 3.4801976177500005 3.8092755532000004 158.13149931390004 0.23835000000000003 49.864842700850012 60.327272492300004 194.04304600165003 -0.102645 0.10546000000000001 197.55459634620004 0.087245000000000031 -0.073609999999999995 42.719328117250008 39.861052345600008 39.458743938000005 14.825346391850003 83.326071295150015 210.65484416470002 16.325381439950004
decision_type=2 2 2 2 2 2 2 2 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 7 -7 8 -4 -6 11 17 13 -13 15 -14 -17 18 -1 22 21 -19 -20 24 25 26 27 28 -22 -26
right_child=1 2 4 -5 9 6 -8 -9 -10 -11 -12 12 14 -15 -16 16 -18 20 19 -21 23 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.031070267103649841 -0.10107167049529027 0.016325697081719385 -0.057291200468818373 -0.11249196678393841 0.06019679493371223 -0.10303461551443063 0.0054882590903519617 0.043229274743906462 0.014148475351823973 -0.011147963049906121 0.029004042415202397 -0.15889341038074023 0.080756819627214607 -0.025298492897734122 -0.083728835479135205 -0.098673117233203392 0.00031117849283997647 0.092669245692291138 -0.076334892063031456 -0.12332290612528651 0.038032404702028386 0.013848580040901129 -0.00023927650269828734 -0.076551688562877335 0.04065472726437442 -0.095459268664508157 0.04011630040336106 -0.076811785536576416 -0.038584479847285635 -0.015494274384736578
leaf_weight=2.7502123957747244 0.68940789153566484 0.40876680798828491 1.0973876118659958 0.60845524499018211 1.5062812590331307 0.88736520129168617 0.85204015392810106 1.752222027571406 1.4013166322401955 0.99768023758952029 3.2745591201819471 0.79836595621054474 0.54170446936041017 0.86379835412299144 0.64191497214414894 0.47876692248973896 62.288795416804078 1.8067417342681462 0.99273474342226098 0.74554982435984118 2.8430370421410807 2.5641012000851333 4.6410810451925517 0.63443292542979079 5.3271668959350782 0.77756232931278724 2.8287975251441821 1.8079878889257086 1.7095618894127254 2.1769884176319465
leaf_count=462 43 14 28 33 35 23 22 16 30 30 40 64 13 32 80 13 2004 72 49 27 74 39 202 92 191 46 63 43 89 65
internal_value=-1.05351e-05 -0.0103864 -0.00381345 -0.0607271 0.00300216 -0.00902287 -0.0498752 0.00769318 -0.0172266 0.0317701 0.0010427 0.000100903 -0.00284343 -0.0894664 -0.000591998 0.000250956 -0.000443836 0.00621328 -0.00913343 -0.0264657 0.0124469 0.0464301 -0.0136481 0.00424303 0.00717695 -0.0057645 0.00182505 -0.0152045 0.00926174 0.0243657
internal_weight=110.695 10.2009 9.51152 1.01722 8.49429 5.99033 1.73941 4.25093 2.4987 2.50396 100.494 97.2193 65.6133 1.66216 63.9512 63.3093 62.7676 31.606 9.12958 6.37937 22.4764 4.37084 5.63382 18.1055 17.4711 9.96695 9.18938 6.36059 4.5526 7.50416
internal_count=4034 274 231 47 184 119 45 74 58 65 3760 3720 2206 96 2110 2030 2017 1514 740 278 774 111 251 663 571 315 269 206 163 256
is_linear=0
shrinkage=0.1


Tree=128
num_leaves=31
num_cat=0
split_feature=9 9 21 21 18 20 21 0 22 5 0 16 5 3 19 23 4 5 18 7 23 20 23 0 21 23 7 21 18 18
split_gain=0.112329 0.281213 0.354719 0.356585 0.454862 0.294728 0.308832 0.291518 0.279374 0.263046 0.22572 0.535891 0.269162 0.363649 0.237172 0.193971 0.1928 0.216316 0.245268 0.325657 0.22 0.384915 0.245193 0.185655 0.306772 0.492118 0.18227 0.175848 0.243324 0.331254
threshold=186.68586460755003 185.90443620030001 4.8799967471500016 1.9176293050000004 13.327513832500001 39.011793722550003 7.3194403480500005 86.256490657300006 -0.10423499999999999 23.626838821450004 85.732241321850012 22.664946999500003 29.996566321350006 94.972471916200007 14.551174033150001 0.080395000000000022 375.65892766775005 22.783584484750005 12.993189857450002 19.078733418100004 0.092260000000000023 40.583589072600013 0.085035000000000013 85.764502819450016 16.172025809700003 0.10065000000000003 22.407814303000006 15.803805445550003 13.192618516750001 13.276755824150003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 -4 8 -3 15 -1 11 -2 13 14 -13 -7 17 20 19 -19 22 -22 -8 -12 26 -26 -25 28 -28 -30
right_child=10 7 5 -5 -6 6 16 -9 -10 -11 23 12 -14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=0.080420842257503122 -0.10476441111442635 0.081042713280087109 0.089153711579517861 0.077738422919929329 -0.12372454704787464 -0.10299397388143659 -0.1028755062359767 0.0069263660197723086 -0.11173318635541306 -0.0037824834508989021 0.048022263966703303 0.04389703721564539 0.061106054069188391 -0.080651665899506453 -0.0338601905488113 0.048695727276758145 -0.10152831306203869 0.054125916703690616 0.083933094520504944 -0.039611740813165881 0.008247510616517852 -0.098944077606787265 0.014596228108085927 0.038684219499007619 -0.10271212979011944 0.0087232338465675682 -0.017094019914529995 0.04072175424936559 0.027738731472189877 -0.00069588519112385376
leaf_weight=0.54913178141941754 0.69438459377124617 1.0099261633586132 0.28370313668347069 1.0475293466060973 0.23943253170818923 0.12570372575464717 0.19694312787032764 1.1183356752244433 0.57223544054977526 1.1436886275332652 0.79127211007289489 0.80193106221850097 0.48555066669359792 0.70364577366854053 0.76787625419092365 0.25593250655856536 0.20333656924685772 0.68412187188368967 0.50552175924531173 0.80878052148909774 0.62608938657467639 0.72052867976890411 1.8166723857202667 1.210225018672644 0.75450042994816502 0.83474952727556229 8.3651285427622479 1.0290198448346917 4.3271618492435655 77.026238223608743
leaf_count=30 134 31 54 209 248 54 159 16 123 211 10 24 16 71 17 73 240 80 21 23 6 36 53 20 39 14 83 11 49 1879
internal_value=-1.52346e-05 0.00915504 0.00198597 0.0307557 0.00528501 -0.0106218 -0.0149661 0.0420969 -0.067537 0.0235321 -0.00113185 -0.0262423 -0.00647993 -0.0209145 0.00586184 -0.00126798 -0.00595026 -0.00232351 0.0237295 0.0033435 -0.0178179 -0.049107 0.00310682 -0.000212649 -0.000620647 -0.044181 0.00013218 -0.000381957 -0.000853392 0.000816543
internal_weight=109.699 11.9076 9.77935 2.97978 1.93225 6.79957 6.51587 2.12826 0.953872 1.69282 97.7917 3.45339 2.759 2.27345 1.56981 0.381636 5.56199 5.35866 1.99842 1.4929 3.36023 1.34662 2.01362 94.3383 93.547 1.58925 91.9578 90.7475 89.7185 81.3534
internal_count=4034 1667 1620 698 489 922 868 47 250 241 2367 262 128 112 41 127 618 378 124 103 254 42 212 2105 2095 53 2042 2022 2011 1928
is_linear=0
shrinkage=0.1


Tree=129
num_leaves=31
num_cat=0
split_feature=8 22 6 22 8 8 22 22 22 22 18 20 6 15 7 7 9 10 21 5 7 5 6 23 23 22 20 6 12 22
split_gain=0.107623 0.406606 0.353784 0.217514 0.299523 0.208731 0.168338 0.155951 0.420437 0.393573 0.944739 0.609128 0.392651 0.341533 0.461969 0.415625 0.33649 0.424127 0.419013 0.728236 0.43196 0.400449 0.413056 0.387979 0.440965 0.326575 1.05585 1.02533 0.688222 0.702804
threshold=9.5425530862500008 0.022350000000000005 17.755414852450006 -0.075639999999999999 9.3427090425500019 8.543332867800002 -0.14429 0.048475000000000011 0.051245000000000013 -0.0034049999999999996 13.327513832500001 40.636252116050009 16.565387047600002 46.074827201850006 23.514778597300005 24.054467534550003 201.32298960505003 67.074341896550024 3.0668791869500005 21.197160116700001 25.225775578450001 18.066672237450003 13.755321390900002 -0.10565499999999999 0.096315000000000026 -0.037054999999999998 41.872294782850005 16.415383542800004 182.87454670205003 -0.028049999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 7 4 5 -4 -2 9 -9 13 -11 -12 16 25 -15 -16 18 -18 23 20 -20 22 -19 -10 -25 -1 28 -28 29 -27
right_child=1 -3 3 -5 -6 -7 -8 8 12 10 11 -13 -14 14 15 -17 17 21 19 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.0011020227122552615 0.014507190990401254 -0.047461409639322938 0.039253310228166263 -0.10718016407238702 0.063300386939686384 -0.1108680290396335 0.096091962345003168 0.086164440745323312 0.099754500429019316 0.033571739971765623 -0.023248896485939273 -0.11615094325286279 0.081707302283525282 -0.10779443710173048 0.03356321871262765 -0.057714003264935532 0.079841726931772244 0.0087375371797645835 -0.10284633931742178 0.018418482115522244 -0.024205563413879704 -0.021971051460095932 0.072414927194380904 -0.076463627747175356 0.020136224270302479 0.061415768204696158 0.0054292236770492695 -0.12454424338887626 0.096651125250052025 -0.04169844261281784
leaf_weight=71.766978418667804 0.4348678943933918 0.50449461382231664 0.12826361657789676 0.47242499852654762 0.27097527869045734 0.33328678912948817 0.60443521558772673 0.67248908348847436 0.45795446342344837 1.4943731801977254 1.5876361668888423 1.2705794641469763 0.65357157960533996 0.66041401826805612 1.0147762855340259 0.98121911495400116 0.92682093661278386 4.1927799216355179 1.4110778764797944 1.7449740726260641 1.383082905977062 2.841032168827951 1.3456115890294311 0.59052958722350668 2.3653741662383254 1.6155323498242071 3.5190348290316251 0.73345445970335266 1.9790686066044143 1.1187148456883713
leaf_count=2546 25 32 41 125 6 30 30 26 38 15 45 114 27 74 39 39 17 92 141 32 74 39 23 80 33 27 100 24 66 34
internal_value=-1.66503e-05 0.0261991 -0.00039302 -0.0542743 -0.0201539 -0.0691497 0.0619551 0.000217589 0.00853888 -0.00154501 -0.03086 -0.0645472 0.00562463 -1.48811e-05 -0.0352957 -0.0113081 0.00274354 0.0156514 -0.0123606 -0.0322667 -0.0639199 0.00855148 0.0242086 0.0141068 0.000837534 0.00114599 0.0191403 -0.0169881 0.0517363 0.0192267
internal_weight=109.076 1.5438 107.532 1.20495 0.732526 0.46155 1.0393 106.327 18.5853 87.7418 4.35259 2.85822 17.9128 83.3892 2.65641 1.996 17.2592 9.30624 7.95299 4.53913 2.79416 8.37942 5.53839 3.41386 2.9559 80.7328 8.96581 4.25249 4.71332 2.73425
internal_count=4034 87 3947 202 77 71 55 3745 622 3123 174 159 596 2949 152 78 569 171 398 247 215 154 115 151 113 2797 251 124 127 61
is_linear=0
shrinkage=0.1


Tree=130
num_leaves=31
num_cat=0
split_feature=23 23 23 20 22 10 21 20 12 9 10 8 17 21 10 18 22 18 16 0 20 5 5 16 18 2 4 2 23 23
split_gain=0.110098 0.105087 0.232781 0.198273 0.117999 0.113141 0.621366 0.576506 0.677269 0.775845 0.530255 0.436833 0.33936 0.334611 0.284192 0.234619 0.797161 0.707278 0.616626 0.73344 0.589928 0.532878 0.821613 0.568212 0.43326 0.417985 0.823466 0.412707 0.441703 0.577665
threshold=0.4381000000000001 -0.55648999999999993 -0.27628999999999998 32.724174661450007 -0.23349 61.987779113750001 10.959760372700002 40.206947806850003 110.12280952625001 205.22231928645002 61.901748453550006 8.4434108459500017 193.10154186985002 5.5151941623000011 61.93400995115001 13.4793103924 -0.14831999999999998 13.531614672700002 22.654947022900004 86.329079026800017 41.685324604100011 21.566902724800006 20.374719724350005 22.614947116400003 13.565177112500001 81.787075821300007 147.84286409485003 161.52534673545003 0.085665000000000033 0.10546000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 7 12 -9 10 13 14 -4 -10 -8 16 -7 -17 19 20 -19 22 25 -24 -21 26 -18 28 -23 -30
right_child=-2 2 5 -5 -6 15 11 8 9 -11 -12 -13 -14 -15 -16 17 21 18 -20 24 -22 27 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0092470850014089896 -0.045087580875782463 0.066162332640848337 -0.0059228811439776853 -0.087431693940217825 0.092574299262810619 0.071166229459971989 0.030766928030126234 0.032513602464688367 0.0063549392675497146 -0.0024636897270941312 -0.11008789826303866 0.050900174356179009 0.066927904238048438 -0.098251953025946026 -0.025395421320640973 -0.072528760055958208 -0.020418940109199146 0.032614504618955237 0.057558317233574685 0.042436615659142862 -0.1259181467751147 -0.02018248458665671 -0.010853030446215786 -0.074926542120052522 -0.0017450497465337719 -0.020821074588325036 0.10258334292586418 0.0020109707388328603 0.071444915645396664 -0.0047268303170161135
leaf_weight=0.20312763518450083 0.53918082016025337 0.10085237083148868 4.0517385232233227 0.50433614958728867 0.25885450670830223 1.9654448185101525 1.4945878277103468 1.0815641578556094 0.85897603435296355 1.9158173328323753 2.3077725621842546 2.4903386494261213 0.75924980780109752 0.47481926620457671 2.2685779351741076 1.3679155320132839 0.94417764339596288 0.32855840315460116 1.8172173900529731 2.3091702177789548 0.82190628351963824 1.1034122970304432 3.3720552613958716 2.347638975828886 57.187654815595124 1.3022435350285375 1.2850496923783792 7.7077704959810944 3.511510690626892 1.389594256528653
leaf_count=32 31 31 165 101 34 136 55 43 57 50 108 28 19 79 19 19 12 17 44 71 52 39 33 38 2454 18 35 114 78 22
internal_value=-1.25144e-05 0.000213499 8.15335e-06 -0.0618358 0.0478047 0.000359699 -0.00693974 -0.0207851 -0.0398866 -0.053977 -0.081078 0.0184106 0.00557412 -0.0308842 -0.00308985 0.00181557 0.0100425 -0.00139735 0.000160361 -0.00155949 -0.0806432 0.00481094 -0.0137351 -0.0371519 -3.02862e-05 0.0241915 0.0504864 0.0173233 0.0369791 0.0498482
internal_weight=108.071 107.532 107.07 0.605189 0.461982 106.465 17.7034 11.4499 6.63895 5.55739 3.64157 6.2535 4.81099 1.3338 3.76317 88.7613 24.9289 63.8324 62.4645 60.6473 1.15046 22.9635 9.25117 5.71969 59.4968 3.53147 2.22923 13.7123 6.00452 4.9011
internal_count=4034 4003 3937 132 66 3805 623 521 337 294 244 102 184 136 74 3182 525 2657 2638 2594 69 389 136 71 2525 65 47 253 139 100
is_linear=0
shrinkage=0.1


Tree=131
num_leaves=31
num_cat=0
split_feature=6 3 22 15 6 22 3 10 23 9 22 17 20 4 0 10 3 3 20 10 5 7 5 3 18 9 23 7 17 16
split_gain=0.10922 0.487266 0.931749 0.956641 0.732954 0.874943 0.408966 0.774264 0.372219 0.336688 0.759413 0.981091 0.438947 1.01137 0.329331 1.15679 0.595244 0.45929 0.531317 0.814264 0.725592 0.656478 0.434352 0.404104 0.451413 0.676377 0.39564 0.387641 0.364784 0.362633
threshold=14.845346859150002 86.272621406050021 -0.061874999999999999 29.329759478700002 15.155354102400002 0.20949500000000004 83.538459487450012 71.397382570300024 -0.10747999999999999 201.61239113610003 -0.122165 201.53484968420003 36.893814626400008 227.16561897400001 90.297243227400017 66.590419433100024 87.732454170950021 89.695028606150018 36.491284729650012 64.665483411650015 20.120233242600005 22.620600126450004 21.723721974650005 91.017750006350013 13.946975448150001 205.22231928645002 0.078005000000000019 23.974509389900003 203.92158861145001 22.584947186600004
decision_type=2 2 2 2 2 2 2 2 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 -3 8 9 -1 12 -11 -12 -8 -14 17 27 -17 -6 26 20 -20 22 -21 -22 29 28 -19 -16 -26 -25
right_child=1 4 -4 -5 14 -7 7 -9 -10 10 11 -13 13 -15 15 16 -18 18 19 21 23 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.10330643592712548 0.048528156245082721 -0.11126578918488134 0.084733357292755898 -0.076284880011977307 -0.064764877229238835 0.026160795951524027 0.047639715767238744 -0.096773047683122559 0.002925766304311855 0.087077941250791935 -0.11104252648802232 0.011544134107087163 -0.097852949272265094 0.017792389409327532 0.02931068686801688 0.029489343038387239 -0.07462649721658933 -0.028197400883096357 0.079264936527699281 0.10160390137025091 0.047588217818207719 -0.1117747430474354 -0.071864467142760791 0.013642896570875425 -0.14567659382907541 -0.0015550158827739157 0.080273160248253858 0.10267025185299497 -0.038315763923988888 -0.0053492840504845499
leaf_weight=0.33369940636703432 1.386683293967508 1.2366678391990706 2.0147792783100149 1.1021825075149534 1.0782110318541516 0.74078201164957125 1.6019046690125813 1.2141868852795585 28.421054237788212 0.42102241981774602 1.4943819266045468 1.1593683623941613 1.0549974256864518 2.6703625534664752 1.3632244765758508 0.99599013803526792 1.2238504462875424 0.4434484106641311 1.1748242899775494 0.302295220666564 1.7095129452645768 1.1525506544858215 0.27625642963175778 14.717007515700969 0.66865605727070876 2.0020315018482506 1.3911542114219626 1.5273118093609808 0.60087761405156925 31.726857345936878
leaf_count=195 26 34 37 24 16 21 35 230 1446 6 148 49 104 99 19 17 35 111 23 8 23 22 41 532 14 36 71 30 37 545
internal_value=-2.17183e-06 0.00238091 0.0341795 -0.00674471 0.000154789 -0.0597838 -0.00427727 -0.0221296 0.00169294 -0.0113428 -0.037692 -0.057487 0.00386536 -0.0149576 0.00205563 0.0263789 -0.0279122 -0.000115799 0.00112527 -0.000661996 0.0015589 -0.0681443 0.0187734 -0.000216325 -0.00186013 -0.0377629 0.0540544 0.0680727 -0.0948621 0.000668907
internal_weight=107.206 68.8352 4.50365 2.48887 64.3315 1.97745 38.371 9.61622 28.7548 8.40204 3.07477 2.65375 5.32726 3.72536 62.3541 5.11038 2.21984 57.2437 56.1655 54.3309 52.5998 1.7311 0.578552 51.4249 49.7154 3.27157 1.8346 2.89054 1.26953 46.4439
internal_count=4034 1722 87 50 1635 55 2312 671 1641 441 203 197 238 203 1580 101 52 1479 1463 1281 1210 71 49 1187 1164 87 182 49 51 1077
is_linear=0
shrinkage=0.1


Tree=132
num_leaves=31
num_cat=0
split_feature=22 22 6 17 0 18 8 9 22 20 10 18 7 15 10 0 5 20 6 9 22 13 18 2 20 23 23 10 2 3
split_gain=0.104545 0.768834 0.408872 0.460807 0.650361 0.332147 0.288515 0.249725 0.263752 0.688144 0.871291 0.73152 0.462499 0.429136 0.401759 0.267097 0.228782 0.185347 0.53158 0.561025 0.47532 0.461115 0.75986 0.459708 0.514292 0.44223 0.591258 0.814529 0.497851 0.453378
threshold=-0.50001499999999999 -0.58559499999999998 13.835323260100003 200.37850214585004 97.991610396700011 13.4793103924 8.7431769115000026 38.963210209450004 -0.16276499999999997 39.110279783550006 62.020040611300011 13.276755824150003 19.078733418100004 31.756370566200005 71.246828915000023 71.131225215400022 14.793211491700001 39.664548207900005 14.825346391850003 199.68228938305 -0.010319999999999999 113.97180552410002 14.382403557200002 86.324034997400005 35.419594101850009 0.088145000000000015 0.089835000000000012 71.787208999250012 72.043920985000014 93.458869988800004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -2 9 11 12 13 15 -9 -12 -11 -16 18 -10 21 -21 22 23 -20 -25 -19 27 29 -28 -27
right_child=7 6 5 4 -6 -7 -8 8 17 10 14 -13 -14 -15 16 -17 -18 25 19 20 -22 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=0.079387608212565478 -0.10383609524452247 -0.10320177994328479 0.024179349693022725 0.10477387790514972 -0.10502684920610084 -0.057129973148897832 0.010508911661814536 -0.10298710246575654 -0.0095010208703828845 -0.080212356218258341 0.10218786395416418 -0.11467158426622451 -0.10890828993926385 0.10086338216579821 0.05842228724400847 0.055358461228265134 -0.1046317287283328 0.0059988740560707066 -0.00061911631875002308 0.075522886333339076 0.0047534990704752979 0.024226574160984168 0.052497648469421045 0.0042358436835822875 -0.12256075390857353 -0.10704697703204609 -0.063723363510803488 0.0054487453715167528 -0.0027828917850863878 -0.022816445598937935
leaf_weight=1.2015175060132608 0.22796782851037178 1.055412362797141 0.88515667058527503 0.23666873574256886 0.39328687152010389 1.1618384420871732 0.28295570821501304 0.14192540212752536 10.58761079780834 0.19176364883605879 1.8781686767524663 0.63250321182658809 0.40447660973768507 0.37915387057000771 0.1915732902016315 0.60008530732011423 0.1562255031976747 31.980411906439258 1.1296245114062902 2.7244050013832748 1.4564151003723953 5.9388794614933431 1.0210802874062208 0.45582969549286634 1.0725984813034299 1.821797735326981 1.3968987185216963 2.0475721832772251 33.241334235689465 0.9842876401671673
leaf_count=70 448 147 20 2 101 30 34 96 459 58 73 61 96 12 22 33 51 1100 28 61 32 96 17 15 61 39 48 101 586 37
internal_value=-6.73886e-06 -0.0138098 0.00874142 0.0430673 -0.0262066 -0.0219704 -0.0791612 0.000708605 0.000945902 0.0244009 0.0469157 -0.0423931 -0.0219112 0.045341 0.083906 0.022527 -0.0148189 -0.000173734 0.00735412 0.0202868 0.0508699 0.00699271 -0.0208263 -0.0489934 -0.0847457 -0.00274225 -0.00982078 -0.042508 -0.00524051 -0.0775015
internal_weight=105.879 5.21684 3.87847 1.83147 0.629956 2.047 1.33837 100.663 100.435 4.57588 3.42229 1.15358 1.19633 0.521079 2.22597 0.791849 0.347799 95.8587 24.3864 13.7988 4.18082 9.61801 3.67913 2.65805 1.52843 71.4723 39.4919 4.85366 34.6382 2.80609
internal_count=4034 404 223 173 103 50 181 3630 3182 502 333 169 187 108 146 91 73 2680 769 310 93 217 121 104 76 1911 811 177 634 76
is_linear=0
shrinkage=0.1


Tree=133
num_leaves=31
num_cat=0
split_feature=17 23 17 15 7 18 6 0 21 9 17 5 10 20 16 8 15 16 2 6 13 20 20 16 9 17 6 21 21 15
split_gain=0.109396 0.183053 0.169056 0.213504 0.327537 0.136024 0.363689 0.162961 0.368851 0.523835 0.499925 0.366801 0.364692 0.297425 0.258731 0.158606 0.302021 0.286749 0.189051 0.152453 0.351035 0.151201 0.693644 0.381577 1.0927 0.71708 0.60164 0.653596 0.573333 0.437565
threshold=241.79519611995002 0.089920000000000014 221.27458857605004 24.719476717350002 26.637125930550003 17.138111898250003 12.165284239900002 97.878695155250014 6.7825386038500008 223.29399794390005 205.10400128480003 13.154029769200003 76.279622535200005 41.942745071500006 15.484963789400002 7.7439566930000003 22.151858238250004 14.934965075550002 118.06771887965002 13.955326063950002 103.23410375110002 38.478081868400004 38.748048509250005 19.644954061550003 197.02865361825005 188.83172615260003 15.785368822600002 2.0523604381000005 1.2199730554000003 24.545953118950006
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 12 10 13 11 -9 21 -10 -15 -13 17 -17 -18 20 -14 23 -23 25 26 29 -25 -28 -27 -1
right_child=1 -3 3 4 -6 6 -8 8 9 -11 -12 15 19 14 -16 16 18 -19 -20 -21 -22 22 -24 24 -26 28 27 -29 -30 -31
leaf_value=0.0041251937841718985 0.082947768695824861 -0.042338466676636446 -0.10342225429361106 -0.1036807669397512 0.045407269700792202 -0.10168758363040205 0.06856367939955596 0.074205344427869926 -0.10728978336608706 0.083236301231986498 -0.10466443477986105 0.01281176118302492 -0.10368099246275309 0.080104626260326037 -0.10146711909919326 -0.107750147993316 0.027677636572321602 0.022466707630827518 -0.020396753149564309 0.10132519622386618 0.10360098673029219 -0.083479623574788553 -0.00015635144177767395 -0.037922373472418121 0.072594178660214309 -0.014607757328467131 -0.0043802279435934182 0.089916814762387776 -0.10577843642530825 0.094090924013909324
leaf_weight=1.8798825960002425 0.38034050623900739 0.16818858097940392 0.35511143179519311 0.22704780800268054 0.41984848254651297 0.15153865570118696 0.72946352150756866 0.64172588011114928 1.0148961642826169 0.22806218320329197 0.46780600729289368 3.1165816473367158 0.14363976222375541 0.18505758340006639 0.13626573264809849 0.59732095524668682 1.2346293409354987 0.23589403578080237 2.4240156727610156 0.50635563913965598 0.18947014212608337 1.0125419953110384 75.194758224585712 2.5948815356823598 2.9590407251380384 2.585414270872207 2.2662213690928188 1.0879023503512142 0.94073367177043099 0.75884167698677618
leaf_count=121 69 14 115 17 43 469 27 176 137 11 49 85 100 111 40 61 17 11 37 10 2 28 1916 50 58 56 46 19 61 78
internal_value=-8.45531e-06 0.0445328 -0.000242738 -0.0411202 -0.00691968 0.000153838 0.0392792 -0.000182773 -0.0121232 -0.056836 -0.0041003 0.00160194 0.00115 -0.0807431 0.00310428 -0.00452171 -0.0165482 -0.0708841 -0.00417379 0.0667605 0.0142193 0.000546606 -0.00126344 0.00969804 0.0229342 -0.00942784 -0.00176667 0.0262048 -0.038931 0.0299974
internal_weight=104.833 0.548529 104.285 1.00201 0.646896 103.283 0.881002 102.402 10.2823 1.56428 8.71797 8.25017 92.1197 1.33622 0.321323 7.60844 4.49186 0.833215 3.65865 0.839466 0.33311 91.2802 76.2073 15.0729 8.90805 6.16487 5.94901 3.35412 3.52615 2.63872
internal_count=4034 83 3951 175 60 3776 496 3280 735 299 436 387 2545 288 151 211 126 72 54 112 102 2433 1944 489 173 316 115 65 117 199
is_linear=0
shrinkage=0.1


Tree=134
num_leaves=31
num_cat=0
split_feature=8 22 8 20 23 10 23 8 2 5 2 12 7 9 17 13 9 9 22 9 6 5 9 17 15 22 10 8 20 23
split_gain=0.118924 0.396485 0.534231 0.577628 0.486752 0.233221 0.220116 0.183159 0.237339 0.546439 0.185259 0.309586 0.41316 0.14475 0.451545 0.715705 0.407712 0.638782 0.348922 0.588945 0.361017 0.545899 0.425659 0.423641 0.391831 0.382392 0.336524 0.337894 0.336304 0.324456
threshold=8.8430989333000021 -0.010319999999999999 9.3427090425500019 40.040005255000004 0.09450500000000002 62.55235532115001 0.10249000000000003 8.7431769115000026 76.243484112200022 21.991679690250006 49.864842700850012 82.696898122450008 23.314707969200004 206.75106037490002 196.31479727660005 99.604685275000008 204.68881850780005 204.12988221610001 -0.061874999999999999 210.65484416470002 15.945372561050002 18.492557862250003 216.0493559571 203.92158861145001 31.385732506450001 -0.091179999999999997 70.171445662850019 8.543332867800002 41.436838994450007 0.090735000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -3 -5 -4 10 -9 -10 -1 12 -12 16 15 -15 17 -13 20 -20 21 22 24 -24 -16 -22 -17 -28 -18 -25
right_child=1 4 6 5 -6 -7 -8 8 9 -11 11 13 -14 14 18 26 28 -19 19 -21 25 -23 23 29 -26 -27 27 -29 -30 -31
leaf_value=0.036317784842868482 0.016039828139032614 -0.10947196023130441 0.073186622266550413 -0.13056494394875426 0.028963755078014203 -0.036603839893214841 -0.011887397941458933 -0.012187996092725013 0.089204310399177769 0.0038575419131483078 -0.0097439476816883631 0.00072488479818632657 -0.12764869492122657 0.017760801287449331 -0.090954136632903054 -0.0080464906092746289 0.0021910284600608894 -0.078971749346683051 0.077594153670073343 0.00098637710682625995 0.056023801710653701 -0.090568909673923961 0.088261787127989266 0.015283449685087528 -0.0013383840812033203 -0.020603462158277259 -0.10856364702811268 -0.005506135489400937 0.047025773254258683 -0.1043177861063263
leaf_weight=1.3675623271410575 1.2848474185448147 0.80552300595445447 1.0295096232730427 0.53043180439271942 0.37095038761617616 0.52623374061658978 0.43163927388377477 1.5590310511179257 1.1886429463047536 2.0337117359449621 0.90927483688574173 66.651403664789996 0.44151861928548897 1.5470635023484671 0.93137295789347385 0.70622557401657138 3.2343242576171169 1.0211169927497383 1.3583725180942536 3.8415723197613261 1.3011510055512192 1.0971910300431771 0.64558777756974439 1.0649211935842684 1.0246759825386105 1.3038202421739695 1.6163616387639197 0.39610596559941758 3.4657804975995532 0.28820799841196265
leaf_count=24 27 41 50 26 22 16 19 12 20 33 25 2713 42 121 80 14 67 91 39 104 25 68 19 92 7 21 85 13 83 35
internal_value=-9.34157e-06 -0.0150894 0.000606423 -0.0290023 -0.0658222 -0.083771 0.0480548 0.000749136 0.0198427 0.0353397 -0.000219872 -0.000758049 -0.0482821 -5.64249e-05 -0.00834599 -0.0365386 0.00185206 -0.000477665 0.00100797 0.0209985 -0.0125679 -0.0281601 -0.0108458 0.0216095 -0.0440089 0.0176709 -0.0674375 -0.0882792 0.0253828 -0.0101909
internal_weight=103.974 4.97914 3.80266 2.34151 1.17647 1.05667 1.46115 98.995 4.78139 3.22235 94.2136 92.846 1.35079 91.4953 17.1226 4.26576 74.3726 67.6725 12.8569 5.19994 7.65693 5.05196 3.95477 1.99872 1.95605 2.60497 2.71869 2.01247 6.7001 1.35313
internal_count=4034 201 138 69 63 42 69 3833 65 53 3768 3744 67 3677 723 233 2954 2804 490 143 347 301 233 146 87 46 112 98 150 127
is_linear=0
shrinkage=0.1


Tree=135
num_leaves=31
num_cat=0
split_feature=6 10 0 7 20 7 20 22 22 22 23 6 3 18 21 18 7 22 17 3 20 20 22 6 6 19 16 5 5 5
split_gain=0.109437 0.420143 0.631331 0.360935 0.457369 0.396279 0.405495 0.502947 0.524225 0.469757 0.563486 0.504393 0.617459 0.444709 0.339218 0.841229 0.461285 0.339011 0.300153 0.263654 0.690055 0.863075 0.569907 0.324233 0.712374 0.598962 0.558177 0.597246 0.637747 0.734995
threshold=16.465384711100004 64.665483411650015 87.278104746850019 24.054467534550003 41.218101594450012 23.974509389900003 40.633548727200008 -0.059424999999999999 -0.037054999999999998 -0.083064999999999986 0.10932000000000001 16.575387281250006 92.913112988300014 13.077716774800001 15.803805445550003 13.754580103150001 25.6467512824 -0.031449999999999999 189.95176274255002 93.216908757050007 42.456897412850005 41.535369675400013 -0.116995 16.235379337050002 16.165377701450002 14.251149826300002 22.654947022900004 22.649179082500002 21.850554661550003 21.043187000650004
decision_type=2 2 2 2 2 2 2 2 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 5 -5 6 -2 9 -9 10 11 12 -8 -10 19 -16 -17 -15 -19 23 21 -21 -22 24 26 -25 27 28 29 -1
right_child=1 -3 -4 4 -6 -7 7 8 13 -11 -12 -13 -14 17 15 16 -18 18 -20 20 22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00029581854029572612 0.0083658934526385908 -0.073150557613223352 0.060771056802920387 0.034922750772986039 -0.13571780396716557 0.044371552382103649 -0.023328350810511076 -0.10193263078728772 0.0570328791241888 0.022189741748150197 0.016832434243862805 0.0052669875323021371 -0.10788395977651762 0.0067238265487351333 0.077578982161500332 -0.10798395899690405 0.071579390104964127 -0.021157141255844045 -0.11144359753257925 -0.018764702188229083 0.036094868678346069 0.07940629917286611 -0.078785387290963571 0.053363392681585534 -0.10827516143132421 0.0040662696863417724 0.061781212587319695 -0.095167890376259834 0.05830893769353912 -0.067732256053248993
leaf_weight=44.417559585132494 9.8011546753550807 0.88054091316007443 1.4722456037998188 0.23859924403950472 0.45970134841627441 1.5574731538072217 1.9020862579345794 1.2379565639421342 0.54676520040083021 3.7606521030975273 2.6250742581905797 1.6594804954147546 1.5818352846545165 0.86652803421020541 1.6726001484275905 0.47765350933968864 0.20423755030333268 0.65539348963648059 0.84031892213533865 3.4953383245956493 0.53542988646768241 1.2040108332876114 2.2318143003139994 3.3719840147532514 0.60746311815455456 9.1596261141821724 1.451331503689288 0.66645917601272131 1.8142464628563164 1.6471043927631388
leaf_count=2152 293 66 22 17 38 8 10 28 146 47 22 84 133 5 34 86 51 6 38 69 97 49 100 52 6 157 37 49 55 77
internal_value=-1.86032e-05 -0.00509348 -0.00304155 -0.00642913 -0.0774124 -0.00459565 -0.00758911 -0.0175647 -0.0474305 -0.00682206 -0.0208664 -0.0401071 -0.0617199 -0.0242366 0.00207416 0.0394136 -0.0542018 -0.0430473 -0.0718817 0.000828946 -0.0169409 0.00638749 -0.0565574 0.00293046 -0.000635707 0.0173311 0.000672119 -0.00115482 0.000153809 -0.00213662
internal_weight=103.043 30.0858 29.2053 27.733 0.698301 27.0347 25.4772 15.6761 4.14696 11.5291 7.76848 5.1434 3.48392 2.90901 72.9569 2.35449 0.681891 2.36224 1.49571 70.6024 7.46659 4.69935 2.76724 63.1358 50.6042 12.5316 49.9967 48.5454 47.8789 46.0647
internal_count=4034 963 897 875 55 820 812 519 223 296 249 227 143 195 3071 171 137 49 44 2900 315 118 197 2585 2376 209 2370 2333 2284 2229
is_linear=0
shrinkage=0.1


Tree=136
num_leaves=31
num_cat=0
split_feature=8 22 8 20 23 6 22 8 22 2 12 13 17 13 15 20 10 16 5 20 12 6 20 6 5 15 16 14 15 17
split_gain=0.103795 0.359436 0.452783 0.534894 0.433818 0.269346 0.237109 0.130932 0.238037 0.150881 0.256394 0.359505 0.145041 0.235144 0.149285 0.276068 0.265038 0.373766 0.218708 0.21284 0.294116 0.253123 0.555412 0.367649 0.342621 0.529212 1.01214 0.781431 0.679913 0.451749
threshold=8.8430989333000021 -0.010319999999999999 9.4426310644000022 40.040005255000004 0.09450500000000002 16.415383542800004 -0.14910499999999999 8.7431769115000026 -0.056724999999999998 49.864842700850012 82.696898122450008 110.59241365410001 162.13109061465002 120.87576600310001 20.729785921300003 36.728658719300007 76.279622535200005 14.184966829400002 14.582249945350002 35.419594101850009 200.88600031510001 13.65531905435 40.00488309970001 13.78532209185 16.903404623850005 28.504445985850001 18.554956610400005 162.62753922915002 24.545953118950006 184.94410812320004
decision_type=2 2 2 2 2 2 2 2 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 -3 -5 -4 9 -9 -1 11 -11 13 -12 15 -14 -17 18 -18 20 -16 22 -21 -23 -25 27 -27 -26 29 -29
right_child=1 4 6 5 -6 -7 -8 8 -10 10 12 -13 14 -15 19 16 17 -19 -20 21 -22 23 -24 24 25 26 -28 28 -30 -31
leaf_value=0.033172265413291623 0.014866929391415677 -0.1085889827649978 -0.0064404131189876842 -0.01811613318547876 0.025161436956803552 -0.1233125460395904 0.086088300556923777 -0.00038126001270575227 0.046392956372618276 -0.12539727197981301 -0.10314717496333713 -0.010702339097522691 -0.10254591583126693 0.10239040384928189 0.046519979248009963 -0.053154531314141419 0.012010492691422592 0.063054377936119607 -0.10722225033967954 -0.10371348054510332 -0.011806855860268223 0.033195117631865528 -0.010519267463823818 -0.029203672807055794 -0.05663645937923642 -0.10604993955876141 -0.001130066759532696 0.016605482704436056 0.060972491531071017 -0.1124276224850852
leaf_weight=1.3400320850196283 1.4604428365128121 0.73737472237553336 0.44231636496260762 0.41416598483920075 0.36133698682533577 0.59028761816443875 0.74075142620131351 2.9193718380993232 1.7343902004067775 0.38720625744826864 0.28879914167146026 0.92887421802151948 0.18774100414247996 0.068949863314628601 2.148475388079532 0.44126202749430365 2.6685397735923293 1.8370813223900766 0.16325277781834291 0.71100762690548336 1.4466631592022166 3.1767276333412147 6.358189797488194 4.2218209340935564 0.94784872297895972 0.93405852181604032 58.746083125355653 0.91513146014040081 4.2496816965212929 0.38567852159030735
leaf_count=24 31 41 26 9 22 36 36 38 27 43 342 24 228 1 131 198 567 94 16 127 29 39 370 69 31 173 1040 52 154 16
internal_value=-2.12088e-05 -0.0144603 0.000641639 -0.023766 -0.064602 -0.0799369 0.0514944 0.000683861 0.0170508 -0.000139103 -0.000628488 -0.0444469 1.30083e-05 -0.0635334 0.000266904 0.0165491 0.0209245 0.0279258 0.00513673 -0.00075707 0.0230496 -0.00181835 -0.0198926 -8.17988e-05 -0.00158338 0.000178643 -0.00277218 0.0272787 0.0416087 -0.0216517
internal_weight=101.954 4.74668 3.64796 2.4649 1.09871 1.00445 1.18307 97.2069 4.65376 92.5531 91.2131 1.31608 89.897 0.357749 89.5392 5.29788 5.11014 4.66887 2.83179 84.2414 3.59514 80.6462 7.0692 73.577 70.4003 66.1785 59.6801 6.49834 5.55049 1.30081
internal_count=4034 201 138 76 63 45 62 3833 65 3768 3744 67 3677 343 3334 1103 875 677 583 2231 160 2071 497 1574 1535 1466 1213 253 222 68
is_linear=0
shrinkage=0.1


Tree=137
num_leaves=31
num_cat=0
split_feature=7 7 7 10 8 13 6 0 5 19 7 16 5 9 12 12 9 3 4 21 21 9 19 19 16 21 8 23 9 18
split_gain=0.104232 0.261039 0.251159 0.253999 0.233319 0.216037 0.232229 0.227231 0.195647 0.184707 0.15056 0.373435 0.349365 0.232838 0.331499 0.335642 0.303564 0.266667 0.290618 0.268437 0.190357 0.758008 0.172687 0.16685 0.85046 0.381749 0.354459 0.298195 0.263882 0.474444
threshold=22.061824394000002 21.946499523750003 22.181995028450004 61.622148808000013 8.6432548896500023 105.33378955095002 15.51536251395 85.877418060900013 21.500664456800006 13.251069136700002 22.381996090050006 22.714946882600003 21.269675393700002 186.68586460755003 96.375827709250018 209.59843599465003 185.90443620030001 93.72771580185001 248.34582299520005 9.7751505375500027 16.172025809700003 199.89081775665002 13.051052998800001 12.851036860900001 17.809958352600002 11.507908610950002 8.7431769115000026 0.093325000000000033 204.68881850780005 13.893471991850001
decision_type=2 2 2 2 2 2 2 2 2 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 8 4 -4 -1 -7 9 -2 -8 12 13 -5 14 -12 16 17 18 19 -16 23 -22 -20 25 26 -15 -25 -27 29 -26
right_child=2 -3 3 10 -6 6 7 -9 -10 -11 11 -13 -14 20 15 -17 -18 -19 22 -21 21 -23 -24 24 28 27 -28 -29 -30 -31
leaf_value=-0.082272315858029854 0.084064425381115249 -0.11256176970646946 0.020939651879055388 0.015459601861839209 -0.097112603830141281 0.06272782678613309 -0.079984748485101897 -0.10852610832549166 0.00048332579132587158 0.0028840149220431092 -0.11000354445738364 0.072677666475732899 -0.072135875485344933 0.0038784700627049807 0.014872056886572433 -0.10987590068136777 0.068830266724302105 0.055248828415915247 -0.057884243278470728 -0.054849175399856488 -0.12070710603776456 0.025212011394194208 0.10183459982917789 -0.095836687765180117 0.0014302548891912499 0.082950283810121192 -0.0014318556378122569 -0.0093562038912374575 0.0090479559938207374 -0.02169471188496146
leaf_weight=0.36784337705921544 0.63830748247710178 0.257259559484737 0.25123645051644317 0.92000721414660691 0.50181316952512134 0.48439605442763412 0.29530317087665103 0.22422816790640343 0.49900896489270963 3.0160153159940819 0.18852699848503007 0.72399202556698483 0.90145620495604817 14.598089249251645 1.196912236919162 0.17869348213935143 1.4267489356570875 1.1382113782747181 0.083511465813444263 1.0252318360589923 0.6170672709122289 0.84145153543795459 0.35739271332204225 1.3484091566133418 34.280608837834734 1.1422457581793413 0.56410613411571819 0.50457081246713631 20.619761999601906 11.969897927832788
leaf_count=171 23 15 14 28 43 91 310 6 25 228 15 20 27 614 127 409 32 14 206 37 18 40 11 145 465 37 7 35 462 359
internal_value=-2.71842e-05 -0.014659 0.000676997 0.00011996 -0.0577274 -0.00891893 -0.00220675 -0.0111033 0.0473924 -0.00450622 0.000580314 0.00113913 -0.0278921 0.00057666 0.0203466 0.0248918 0.0294982 0.0147354 -0.00258036 -0.0172953 -0.000702358 -0.0365232 0.0715823 -8.79075e-05 -0.0022407 0.00902726 -0.0679915 0.0546683 -0.000360202 -0.00455462
internal_weight=101.162 4.64505 96.5173 95.3799 0.75305 4.38779 4.01994 3.53555 1.13732 3.31132 94.6269 92.8054 1.82146 92.0814 5.59523 5.4067 5.22801 3.80126 2.66305 2.22214 86.4862 1.45852 0.440904 85.0277 68.7828 16.2449 1.91252 1.64682 66.8703 46.2505
internal_count=4034 821 3213 3165 57 806 635 544 48 538 3108 3053 55 3033 851 836 427 395 381 164 2182 58 217 2124 1438 686 152 72 1286 824
is_linear=0
shrinkage=0.1


Tree=138
num_leaves=31
num_cat=0
split_feature=17 3 22 4 16 10 14 17 2 22 21 21 19 19 18 21 9 12 5 5 10 5 21 9 18 21 7 22 15 7
split_gain=0.0971506 0.271148 0.13804 0.138128 0.112921 0.836817 0.458563 0.424792 0.299084 0.48706 0.184478 0.340158 0.324127 0.404678 0.531906 0.459974 0.358722 0.371307 0.276205 0.69318 0.466152 0.338953 0.266464 0.655446 0.811272 0.41456 0.412156 0.210019 0.326821 0.520986
threshold=241.79519611995002 76.172084209950015 -0.078504999999999991 257.02843249410006 15.584963555600002 73.037342029850024 194.20226397200003 236.15709471040003 186.79363985910004 -0.075639999999999999 1.2199730554000003 1.0757446953500003 13.151061067750001 13.351077205700003 14.876098287500001 0.17201659740000003 190.73543849905005 132.72446965985003 19.749058312400006 22.387336278850004 62.111448187750007 17.679107616400003 2.0502020052500005 194.45262321395003 13.712081531300003 2.3925196316500004 23.433599577300004 -0.16276499999999997 26.809453849000004 26.064266158200002
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 10 -7 -8 -3 -10 11 12 16 15 18 -14 17 -6 21 -20 -21 -15 23 -12 -25 26 -24 -27 29 -29
right_child=2 4 -4 -5 5 6 7 -9 9 -11 22 -13 13 14 -16 -17 -18 -19 19 20 -22 -23 25 24 -26 27 -28 28 -30 -31
leaf_value=-0.10077153874417118 0.10167454295438041 0.0030882160224328971 0.079699963123483666 -0.10337910602778214 0.070580624038068682 -0.0078451689285256587 -0.10487891540461419 0.060491515021949785 0.073514788880114951 -0.070361852062987562 -0.10455569500603948 0.072030501109350123 -0.11542572597735315 0.0072356939109093528 0.076668253468096956 0.036879526639621706 0.090319638322192988 -0.12194637403094613 0.061852858803664507 0.0025185351256178609 -0.10872031536505383 -0.049043791396250286 -0.020711842184903413 0.069019976537752672 -0.057176321600491069 0.019019042300085845 0.07941222668222625 -0.10949084390328762 -0.0020913618571239312 0.0186187395198107
leaf_weight=0.26759340037688062 0.048983696848154068 13.418805490324301 0.33924690542698854 0.09974348152809398 0.20436361845713402 1.2435458891704905 1.5124807503307236 0.17311048414558161 1.3483761346383287 0.28502558892796415 0.85826667418586966 0.86560086376266632 0.581129357626195 2.3251431810203904 0.99227599822916168 0.30099646328017116 0.88096414017491043 0.19648215683992021 1.9406364723108707 2.1124708807183201 0.45847623515874136 1.9826325017493216 0.61416914354776864 0.92422282381448928 1.1350244482164269 4.5844867398154667 1.2436699111131018 0.72016964386421622 58.214378177010076 0.56765662878751755
leaf_count=856 1 447 24 58 54 51 226 13 121 69 22 32 71 25 18 7 18 19 55 108 14 30 16 26 61 270 92 162 1066 2
internal_value=-2.70856e-05 -0.000244391 0.0444839 -0.0358441 2.54639e-05 -0.00139394 -0.0539106 -0.0878953 0.00800619 0.0484086 0.00048883 0.0114926 0.00711685 0.00142103 0.00725392 -0.0634566 0.0546354 -0.0237901 -0.000555962 0.0167366 -0.0173187 -0.0186667 -0.00156311 -0.0311372 -0.000537422 -0.000254694 0.046313 -0.00160467 -0.00319367 -0.0530218
internal_weight=100.44 99.9522 0.487974 0.148727 99.6846 84.6324 2.92914 1.68559 15.0522 1.6334 81.7032 12.8412 11.9756 10.6938 9.81164 0.882126 1.28181 0.400846 8.81936 4.51158 2.57095 4.30778 68.862 2.91751 2.05925 65.9445 1.85784 64.0867 59.5022 1.28783
internal_count=4034 3951 83 59 3095 2458 290 239 637 190 2168 451 419 328 250 78 91 73 232 177 122 55 1717 109 87 1608 108 1500 1230 164
is_linear=0
shrinkage=0.1


Tree=139
num_leaves=31
num_cat=0
split_feature=8 22 23 23 8 8 22 19 22 5 16 9 0 21 0 0 5 22 12 9 9 22 12 23 15 6 15 22 21 16
split_gain=0.0994908 0.322175 0.428208 0.361693 0.311986 0.192216 0.133814 0.553031 0.475692 0.844674 0.488675 0.410044 0.873026 0.766808 0.665013 0.567503 0.562275 1.16416 0.535198 0.574435 0.572871 0.463123 0.402479 0.57054 0.378472 0.688088 0.462688 0.372706 0.563708 0.783543
threshold=8.8430989333000021 -0.010319999999999999 0.10249000000000003 0.09450500000000002 9.3427090425500019 9.3427090425500019 -0.06483499999999999 14.651182102100002 -0.054619999999999995 18.066672237450003 22.614947116400003 203.06170522940002 91.066142252700018 3.0668791869500005 96.163458868000006 85.764502819450016 21.788492303450003 1.0000000180025095e-35 160.88117028045005 199.38481636575003 191.03141765810003 -0.011675 160.22158639585004 -0.032704999999999991 42.246988155050012 16.395383075500003 41.492094664050008 -0.096529999999999991 6.7825386038500008 22.624947093000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -3 -2 -4 24 8 9 -8 -11 13 -13 22 21 -15 18 -18 19 20 -17 -14 23 -10 26 -26 27 28 -1 -30
right_child=1 3 5 -5 -6 -7 7 -9 11 10 -12 12 14 15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.018006498127649213 -0.0050908495366582453 -0.10748327933107669 -0.11076432396119107 0.018895415533847316 0.067397552586196563 -0.014511059048395719 -0.06753771351655953 0.085741285179050289 0.058917677674513169 0.087587038064891973 0.0068608727547160219 0.084645323669102546 0.022726943762542265 0.075721918658029408 0.015766286063808695 -0.018099742250022977 -0.10772647058192607 -0.0034633378540344061 0.0092769229613589577 0.006430287993030144 -0.094397566585094156 -0.095638197326604696 0.068785629175639476 -0.010356517625902024 -0.088471893835472049 -0.0097922060324673078 0.045393346129995023 -0.011004670465217036 -0.0030648529978620298 -0.10164187505170863
leaf_weight=15.870922308447915 1.7529861364673713 0.66390296551980899 0.41678062893333834 0.34369729951140471 0.89784765383228649 0.41312298501725309 0.64747778775199494 0.8310427526012053 1.6347601037214188 2.0224947615643036 1.1917412008042445 1.5767850846459612 0.49191792402416457 0.61281157876874459 7.9816076456918381 2.0056084113753081 2.0590958900356773 2.2314668436447391 6.2191988277754717 2.4124887556536123 1.9321060494985429 1.0077396106207723 1.3604832874752899 4.3590442683207611 1.3151302872938666 7.1794936102742213 2.2338155452162018 20.706704528845425 6.281327729433996 0.92507836618460704
leaf_count=1028 47 41 22 22 50 19 38 23 41 41 23 55 13 164 213 73 40 30 216 18 56 62 111 110 76 135 19 623 603 22
internal_value=-2.98545e-05 -0.0145789 -0.000163968 -0.0643749 0.0194613 -0.0628498 0.00065687 0.00500484 0.00331677 0.0366655 0.0576562 -0.000271997 0.015745 -0.00740602 0.00428653 -0.0188077 -0.0222436 -0.0535005 -0.0115741 -0.0319949 -0.0555366 -0.056812 0.0196829 0.00853744 -0.00257966 -0.0219733 0.0010003 -0.00126459 0.00747494 -0.0157191
internal_weight=99.5787 4.48834 3.48074 1.0076 2.65083 0.829904 95.0903 40.5779 39.7468 3.86171 3.21424 35.8851 11.0581 24.8271 9.48127 17.4728 16.86 4.29056 12.5694 6.3502 3.93771 1.49966 7.35429 5.9938 54.5125 8.49462 46.0178 43.784 23.0773 7.20641
internal_count=4034 201 138 63 97 41 3833 1327 1304 102 64 1202 343 859 288 597 433 70 363 147 129 75 262 151 2506 211 2295 2276 1653 625
is_linear=0
shrinkage=0.1


Tree=140
num_leaves=31
num_cat=0
split_feature=7 9 8 21 17 20 17 7 13 18 7 0 6 23 18 18 7 4 20 4 4 18 0 6 21 16 18 22 10 22
split_gain=0.100344 0.228046 0.29134 0.247712 0.292635 0.408001 0.395671 0.334407 0.235741 0.36164 0.219366 0.204004 0.438691 0.247213 0.462694 0.186326 0.165715 0.163238 0.309177 0.180833 0.199373 0.230635 0.197658 0.142879 0.20909 0.124299 0.48218 0.397276 0.380686 0.172261
threshold=22.061824394000002 186.68586460755003 8.3434888241000014 15.803805445550003 192.94032447935004 41.872294782850005 179.56144807225004 24.024273989350004 113.97180552410002 13.342238590850002 21.946499523750003 85.732241321850012 16.555386813950005 0.10249000000000003 13.059010054600002 13.376114027300002 22.407814303000006 377.6847677435 47.927946529500012 227.97173202615002 195.50296729855003 12.601716341300003 78.14810093585001 16.405383309150004 16.359396914950004 22.654947022900004 13.531614672700002 -0.078504999999999991 61.982402197500001 -0.095854999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 5 8 -7 -6 9 -2 15 12 -3 14 -14 17 -13 18 19 20 21 -1 -22 24 -5 29 28 -28 -27 -18
right_child=1 11 -4 23 7 6 -8 -9 -10 -11 -12 16 13 -15 -16 -17 25 -19 -20 -21 22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0060275162724479194 0.10272095437018836 -0.10496051599500214 0.099730262889919735 0.10219838760550726 0.092474496317356186 0.090557054737636367 -0.092827726388138007 -0.0033953535442990609 0.01799863792408905 -0.12471231961164937 -0.11078423333523597 0.0511884047258966 0.08276316399871321 -0.049746065021666848 -0.064684196117636858 -0.1027000124164552 0.0058697734706471012 -0.10149810465967675 0.050615674326610009 -0.085296085274361264 -0.10036606083736588 -0.093486887548376973 0.072728452008707478 0.10182127933430081 -0.10518043899485625 -0.033560407556125563 0.0044211232898564356 0.090929496590346492 0.022603591470080231 -0.004517621444694927
leaf_weight=1.7316548895596504 0.093913973309099119 0.58543080143135684 0.41095592686906446 0.09822333922056703 0.74168303561100379 0.13837853156155677 0.78558985604968257 0.71419886281319123 3.1813382152467966 0.27358876157495615 0.22550321407652507 0.6290035299025466 0.59257475187769137 0.67632969139958732 0.33209610421181424 0.2044301103296674 22.54722027797834 0.16746222019719414 0.9018095564097165 0.33633062952139869 0.077253083400137146 0.36508685949593189 0.45168622886558296 0.45891707763075829 0.096271612860618916 2.3788886517286292 0.96684148348867927 1.1772228851914404 2.4495166870765388 54.689939680974931
leaf_count=160 2 112 8 10 73 66 180 312 29 167 15 14 15 21 41 136 711 45 24 122 100 186 33 9 70 24 15 41 30 1263
internal_value=-2.55006e-05 0.000669834 0.0180436 0.0129435 0.00650316 -0.00617209 -0.065363 0.0454445 0.00923873 -0.0665926 -0.0146794 -0.000726266 -0.0308859 -0.00379934 0.0298074 -0.00956288 5.09972e-05 -0.00483981 -0.000650534 -0.016259 -0.00741581 -0.021256 0.0474475 0.071379 -0.000450519 -0.000330974 0.0124562 0.0519195 -0.00506764 -0.00148531
internal_weight=98.4793 94.0181 6.99306 6.5821 5.92869 4.47281 0.923968 1.45588 3.54884 0.367503 4.46122 87.0251 2.18643 1.601 0.924671 4.23571 84.8386 4.03128 3.86382 2.96201 2.62568 2.09674 0.528939 0.653412 0.194495 84.2096 6.97247 2.14406 4.82841 77.2372
internal_count=4034 3213 926 918 829 444 246 385 198 169 821 2287 189 77 56 806 2098 670 625 601 479 346 133 89 80 2084 110 56 54 1974
is_linear=0
shrinkage=0.1


Tree=141
num_leaves=31
num_cat=0
split_feature=10 5 2 2 3 12 22 23 19 22 7 18 23 18 20 20 20 22 20 15 20 10 0 5 10 22 15 8 2 7
split_gain=0.0951132 0.285475 0.26169 0.202996 0.221918 0.226729 0.167938 0.155525 0.142083 0.226601 0.127702 0.31961 0.211549 0.162095 0.237158 0.202757 0.16957 0.160628 0.299432 0.149021 0.361244 0.350823 0.281745 0.267987 0.196354 0.19048 0.166675 0.280874 0.161642 0.510465
threshold=61.622148808000013 26.429668882900003 41.467794892200004 319.18044405035005 108.40938565220002 115.02544258150002 -0.044409999999999998 -1.0000000180025095e-35 14.651182102100002 -0.071864999999999998 22.061824394000002 12.844794714750002 0.10661000000000002 13.376114027300002 47.927946529500012 38.478081868400004 43.426640904350009 0.26941000000000009 38.064633603500006 20.903251014350001 38.244973486750006 76.279622535200005 98.674478761850011 14.582249945350002 81.320481529800006 0.061925000000000015 21.761438576950002 8.2435668022500028 108.24034454255001 24.268610899850003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 10 -10 12 -12 13 14 15 -2 -17 19 -19 20 -13 -22 -23 24 25 -24 27 -21 29 -28
right_child=8 3 -4 -5 7 6 -8 -9 9 -11 11 17 -14 -15 -16 16 -18 18 -20 26 21 22 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.075049947821798593 0.0070907204071046772 -0.037456615995789803 -0.076425796207693547 -0.10132448633160536 -0.083322420767418318 0.089109726793898628 -0.017296751067405271 0.062899746607095228 0.00094497167446635697 0.060276500839067715 0.07148777444963797 -0.083181855411934902 -0.11087116840793104 -0.10247704774308797 0.085129438919970934 -0.10562602603327023 0.02666464748799794 0.0072086475650212549 -0.091549877745563363 -0.090313494521227389 -0.10753200731776243 0.082182116306087724 0.079120778397958544 -0.1069174772761389 -0.0072979614043462678 0.017499692227541198 0.014801065743070477 -0.0019921875045921136 -0.0031780380862036447 -0.014625684431572368
leaf_weight=0.12952655029948734 1.006964840111322 0.28158766630804144 0.95459971130549093 0.1559488398634129 0.29194744433698339 0.67758454858267214 0.18989182788209291 0.096877276126179024 1.7431033657921946 1.0206105429679144 0.62849211459979315 0.33199504496269483 0.24850326783052867 0.18300227204690589 0.25729094445705403 0.36829566644155409 0.13148359803744825 0.70702481116313609 0.54263111021100485 0.55135583197988935 0.19152651963577216 0.85507256932987719 0.85890211197147559 0.16341769788778027 1.2332260030570976 1.2059869002114281 20.068459689427986 1.0378120085224507 53.4176307925527 8.3467819569232216
leaf_count=12 70 19 136 46 158 56 38 14 24 30 13 242 14 136 8 98 80 67 71 78 54 33 70 15 587 9 380 7 1241 228
internal_value=-1.92434e-05 -0.0182584 -0.0583282 0.00738789 0.0184118 0.0405091 0.0658172 -0.0468906 0.000513543 0.0228555 -0.000155176 0.000425221 -0.023984 -0.0128945 -0.00360112 -0.0187527 -0.0708226 -7.37326e-05 -0.0356747 0.000430322 0.0174891 0.0249029 0.030779 0.0180813 0.0242749 0.0431313 -0.000559426 -0.0326349 6.34699e-05 0.00615716
internal_weight=97.8775 2.77796 1.08413 1.69384 1.53789 1.14906 0.867476 0.388825 95.0996 2.76371 92.3359 90.1403 2.19554 1.94704 1.76404 1.50674 0.499779 89.5118 1.24966 88.2622 4.84013 4.50813 4.31661 3.46153 3.29812 2.06489 83.422 1.58917 81.8329 28.4152
internal_count=4034 479 148 331 285 113 94 172 3555 54 3501 3095 406 392 256 248 178 3082 138 2944 1010 768 714 681 666 79 1934 85 1849 608
is_linear=0
shrinkage=0.1


Tree=142
num_leaves=31
num_cat=0
split_feature=8 7 7 3 7 8 17 18 22 19 21 0 6 12 23 20 21 0 20 18 23 23 13 21 22 6 13 2 21 22
split_gain=0.0940171 0.271241 0.344385 0.341934 0.294088 0.253499 0.224594 0.235063 0.122191 0.506862 0.502439 0.454262 0.99585 0.681281 0.944419 0.574652 0.706424 0.587276 0.447053 0.719922 0.42874 0.615864 0.481675 0.409315 0.413336 0.780837 0.642842 0.589414 0.486421 0.453996
threshold=8.8430989333000021 22.620600126450004 22.381996090050006 91.017750006350013 23.356162058950002 9.3427090425500019 177.64087306825002 11.928667296000002 -0.079634999999999997 14.351157895250003 12.510904521150001 93.399723909900004 14.845346859150002 168.82321781925 0.081515000000000018 41.481306584950012 5.0536544109500001 87.638358136350021 35.050303764500008 13.927976454650002 0.087715000000000029 0.093325000000000033 117.49368567500001 11.065329869750002 -0.096529999999999991 16.445384243750002 117.59047016770002 86.324034997400005 7.1067965614000004 -0.081629999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 -3 -5 -2 7 -7 10 11 23 13 -13 14 18 16 -15 -17 -10 -20 22 -22 -11 24 26 -26 -1 -28 29 -27
right_child=1 3 -4 4 -6 6 -8 -9 9 20 -12 12 -14 15 -16 17 -18 -19 19 -21 21 -23 -24 -25 25 28 27 -29 -30 -31
leaf_value=0.0093094549830796663 -0.10800956088462406 0.015316488236000542 0.078201175413182056 -0.10949476536387011 -0.025410669459033693 0.036393411265135366 0.073419277151711038 -0.10335562132526362 0.10275484202254954 0.098600922088969659 0.023662739342374398 -0.00090769615388090448 0.071882963382208384 0.087139447674336568 -0.085908180368365908 -0.106545860625333 -0.0020995652122142404 -0.0058496616653697818 0.015242456830360011 -0.1299130046748472 -0.055672280740365856 0.01781100850684383 0.024512098501766243 -0.053817968664856969 -0.040449978733603148 -0.055735764471961803 0.042322408159528174 -0.082515526560831748 0.02782666185727278 0.021641290269921707
leaf_weight=19.463068452001153 0.23764785300590918 0.89717705690418403 0.59252821021073021 0.72054096541251034 0.9840166559224599 0.23906314198393375 0.32707134663360193 0.24240475079568569 0.36371073871850823 1.2499959950800974 6.025650569453318 19.774988447640684 2.0768981156870714 1.3023742261284494 2.7401792505261255 0.76827751833479885 2.7817693724173296 2.3531782570007636 1.4873513590700893 0.44357984632006253 1.2990907814819355 9.3445209474302811 2.944698471139418 1.8104172337125408 7.5573410742149481 1.8659701475844488 0.50882207171525706 1.4733094924449686 4.1614240422204603 1.277358479099348
leaf_count=1203 14 37 13 33 25 14 20 45 7 98 347 829 39 36 128 59 29 25 106 11 43 128 55 138 305 75 22 110 32 8
internal_value=-1.90396e-05 -0.0145811 0.0172867 -0.0346532 -0.0609542 -0.0172134 0.00947359 -0.0339661 0.000644408 0.00408591 -0.00317032 -0.00262866 0.00601064 -0.0180518 -0.0462751 0.00166892 0.0263575 -0.0306338 0.00105338 -0.0181031 0.0195132 0.00884211 0.0465902 -0.00741209 -0.00509812 -0.0179149 0.00378426 -0.0504691 0.00539935 -0.024292
internal_weight=97.3144 4.24045 1.63872 2.60173 1.70456 1.04619 0.808539 0.481468 93.074 48.9306 44.1434 34.0923 21.8519 12.2404 5.03482 7.2056 4.08414 3.12146 2.29464 1.93093 14.8383 10.6436 4.19469 38.1177 36.3073 14.8621 21.4452 1.98213 7.30475 3.14333
internal_count=4034 201 106 95 58 93 79 59 3833 1593 2240 1269 868 401 252 149 65 84 124 117 324 171 153 1893 1755 420 1335 132 115 83
is_linear=0
shrinkage=0.1


Tree=143
num_leaves=31
num_cat=0
split_feature=22 22 6 2 0 18 9 22 15 20 13 3 2 16 4 16 18 22 5 5 20 23 4 22 20 22 20 21 0 8
split_gain=0.0994565 0.56957 0.340744 0.388759 0.302747 0.266848 0.221739 0.194501 0.543733 0.411344 0.366807 0.285392 0.262793 0.30746 0.253118 0.190525 0.214792 0.249576 0.224518 0.249156 0.17749 0.147006 0.138533 0.309762 0.463362 0.316662 0.584327 0.546804 0.750226 0.547606
threshold=-0.50001499999999999 -0.58559499999999998 13.835323260100003 175.11059598075002 97.991610396700011 13.4793103924 214.31567825310003 -0.16276499999999997 37.491361913600009 39.110279783550006 117.28936285705002 108.40938565220002 315.94243452415003 18.704956259700005 224.82737758030004 12.604970524100002 17.399600107550004 -0.15076499999999998 19.327153142150006 18.492557862250003 42.456897412850005 -0.089139999999999997 244.52697497700004 -0.092710000000000001 42.047301293400004 -0.083954999999999988 41.289992964000007 6.021362969500001 86.756543869550015 8.6432548896500023
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 8 9 10 -2 12 13 14 -11 21 17 18 19 -17 -18 -9 -19 24 -24 27 -27 29 -29 -25
right_child=7 6 5 4 -6 -7 -8 15 -10 11 -12 -13 -14 -15 -16 16 20 22 -20 -21 -22 -23 23 25 -26 26 -28 28 -30 -31
leaf_value=0.073005543335768405 -0.10571285419738113 -0.099182956621895135 0.020379536845565045 0.084033856716472455 -0.10405514500278557 -0.0554403371066583 0.011248829324043176 0.0789391061026022 0.077755242660841606 -0.10447840730163355 0.040330883636575013 -0.067029017570449309 -0.10131310003161192 0.097554299596811042 0.040906789050455548 -0.10176572459949587 0.082807197821889278 0.0032668297954430918 -0.1118782403041275 0.1016658062697124 -0.011674339534694713 -0.10138353942623746 -0.013802226136573387 -0.11853495762118052 -0.091605723830043298 0.011563642842837854 -0.020854582409107564 0.006585018056488927 0.08877966369991562 0.015076616437028165
leaf_weight=1.0798597499324389 0.57199715324122724 0.88576735121023265 0.82737273111706588 0.12638502968184173 0.26503012148532434 1.0574909783899782 0.22879004485730547 0.053340342359888382 1.2230328400619326 0.16407902608625569 0.24591491524188314 0.28761981811840076 0.1178360051940216 0.74281487287953496 0.44327000176917863 0.10840614556855044 0.56331785232396114 51.741837908584785 0.37778518826235086 0.13540522754192352 0.3072911842209578 0.29660433796834595 4.8471279033001329 0.51732186037407035 0.90901158656743053 10.139257165914389 12.310936117799427 3.3077748900686856 1.6716677311342207 0.75358685181709006
leaf_count=80 112 152 20 9 84 30 29 83 35 85 59 65 39 26 102 148 44 1241 10 3 27 599 102 44 67 282 372 38 39 8
internal_value=-1.15709e-05 -0.0145765 0.00599273 0.0420578 -0.0433226 -0.0221587 -0.0765141 0.000697458 0.0228589 -0.00322975 -0.0618031 0.0240585 0.041905 0.0544044 0.0016301 -0.000258207 3.56641e-05 -0.000459939 -0.0635973 0.0112138 0.0494589 -0.0738978 -4.64107e-06 -0.00491724 -0.026089 -0.000671068 -0.00621343 0.0192361 0.0341789 -0.0393098
internal_weight=96.3079 4.4707 3.35614 1.47127 0.391415 1.88486 1.11456 91.8372 3.79656 2.57353 0.817912 1.75562 1.468 1.35016 0.607349 88.0407 87.6907 86.8201 0.621597 0.243811 0.870609 0.349945 86.1985 34.4567 5.75614 28.7005 22.4502 6.25035 4.97944 1.27091
internal_count=4034 404 223 173 93 50 181 3630 523 488 171 317 252 213 187 3107 2425 2354 161 151 71 682 2193 952 169 783 654 129 77 52
is_linear=0
shrinkage=0.1


Tree=144
num_leaves=31
num_cat=0
split_feature=3 0 18 23 21 20 21 5 22 22 0 5 23 23 21 15 20 17 17 22 21 16 22 4 17 19 7 0 23 23
split_gain=0.0987765 0.570385 0.346512 0.834015 0.452578 0.480715 0.262424 0.300198 0.26158 0.554366 0.249765 0.232184 0.335782 0.510298 0.217536 0.254286 0.247585 0.560275 0.533809 0.270711 0.262454 0.385228 0.233839 0.28132 0.224594 0.951327 0.371249 0.295079 0.281974 0.407563
threshold=93.281431752200021 86.256490657300006 13.405476405600002 0.10010000000000002 5.3480431922500005 38.903925214650009 15.803805445550003 21.991679690250006 -0.053159999999999992 -0.032369999999999996 86.162394622750014 20.374719724350005 0.085910000000000028 -0.11012 16.359396914950004 37.606388722050006 43.631818398850008 191.08747234645003 195.76335783930003 -0.16276499999999997 14.70115454445 22.494947397000004 -0.62218499999999988 253.42216146380005 191.08747234645003 14.351157895250003 23.109894804950002 86.479632682150012 0.11278000000000003 0.12535000000000004
decision_type=2 2 2 2 2 2 2 2 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 6 4 5 -4 8 -8 10 -10 11 -2 13 -13 16 -16 20 19 -19 -18 22 -22 23 -1 25 27 -26 -24 -28 -30
right_child=1 -3 3 -5 -6 -7 7 -9 9 -11 -12 12 -14 -15 15 -17 17 18 -20 -21 21 -23 24 -25 26 -27 28 -29 29 -31
leaf_value=0.023048480221241487 0.065862239040868409 -0.086066976690289246 0.093606118806579611 -0.11142583127770174 0.052112560385722845 -0.1126236353810999 0.086255777497552977 0.0066383283385669477 -0.094576599322929278 -0.0021813805015181926 0.040489903944551542 -3.5990297506792022e-05 0.0048378817316691433 -0.082985522213135432 -0.085614332580404351 0.057822708480856022 0.019007940714934089 0.097219394294680336 0.012753620607801934 -0.10363120577013007 -0.0042387141668382587 0.08968093272124962 -0.077663639028482973 -0.11845934150028914 -0.041734661965509484 0.098097091018165078 -0.0039567338065727656 0.0061400711001372218 0.067545832499065581 0.0034656522771381107
leaf_weight=0.2316393997243712 0.50060006581953764 0.84768770076334377 0.15182680810175886 0.95192887180019159 0.91724276133754756 0.44229428120524972 0.74342060089111273 1.3047107772872548 0.90338388952659476 2.3095438281216074 1.6073729433119304 1.9017721194250139 10.887338241580435 1.2157618682322104 0.54820165608816651 0.15957059897482395 0.31265779515797509 1.2157765239462608 1.9455224364967305 0.42418028250426598 0.94568588581296242 0.81145622208714485 0.43112386763096466 0.35701858248830831 2.368865444194852 1.1473668664693821 38.552160201787046 16.517544911925597 1.3809092839655921 3.5290995771938469
leaf_count=14 27 14 14 28 49 57 11 40 27 229 10 236 202 205 128 6 95 68 145 324 36 14 6 37 48 24 1300 538 38 64
internal_value=-1.11591e-05 -0.00545898 -0.00259244 -0.0381077 0.00807152 -0.0599219 0.00150062 0.0355375 -0.00210658 -0.0281603 0.00308857 -0.00105593 -0.0034479 -0.0323843 0.00188615 -0.0532758 0.00244253 0.0269345 0.0452376 -0.0515925 0.00100193 0.0391338 -3.66233e-05 -0.0627754 0.000541093 0.00997399 -0.00318341 0.00400835 -0.00108221 0.0214878
internal_weight=95.5637 24.6849 23.8372 2.46329 1.51136 0.594121 21.3739 2.04813 19.3258 3.21293 16.1128 14.5055 14.0049 3.11753 70.8788 0.707772 70.171 3.89814 3.1613 0.736838 66.2729 1.75714 64.5157 0.588658 63.9271 18.096 45.831 16.9487 43.4622 4.91001
internal_count=4034 1149 1135 148 120 71 987 51 936 256 680 670 643 441 2885 134 2751 632 213 419 2119 50 2069 51 2018 568 1450 544 1402 102
is_linear=0
shrinkage=0.1


Tree=145
num_leaves=31
num_cat=0
split_feature=20 23 20 9 16 19 5 15 22 22 17 22 5 12 0 9 22 20 18 10 10 7 22 5 5 2 20 0 23 4
split_gain=0.0923138 0.210728 0.155687 0.277851 0.262818 0.318135 0.141134 0.129132 0.113522 0.444675 0.387154 0.397775 0.239837 0.225891 0.222075 0.21387 0.195854 0.416105 0.592053 0.57785 0.37122 0.362096 0.22513 0.190962 0.216139 0.178723 0.21552 0.165246 0.153354 0.187882
threshold=32.724174661450007 0.088555000000000023 34.654301448200009 190.73543849905005 19.844953593850004 12.651020723000002 22.327062271350005 27.806359898650005 -0.50001499999999999 -0.58559499999999998 197.01076493205002 -0.63113999999999992 16.078966488550005 201.09959674440003 97.991610396700011 214.31567825310003 -0.16276499999999997 39.110279783550006 13.431026577400003 62.020040611300011 70.206395618550019 19.078733418100004 -0.15076499999999998 19.327153142150006 18.492557862250003 67.858768990950011 39.184300550350009 71.131225215400022 0.41214500000000009 245.19972926210002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 6 5 -5 -2 -1 9 10 11 -4 -13 -12 -15 -11 17 18 -10 21 -21 27 23 24 -18 -22 -27 -19 -24 -30
right_child=2 -3 8 4 -6 -7 -8 -9 16 15 13 12 -14 14 -16 -17 22 19 -20 20 25 -23 28 -25 -26 26 -28 -29 29 -31
leaf_value=-0.10136446736953071 -0.12866149102715305 -0.099702913440514698 -0.024266303109179405 0.074950219967335405 0.10256900039142372 -0.063587056006671236 0.046870520060627308 0.07569523243400117 0.061870074991240857 -0.097286520794037684 -0.10902236499129821 0.10174107866102329 0.015462238148821217 0.059330805493680944 -0.10165303980311978 0.013283219952096414 -0.10138125522264144 -0.071136259371993874 -0.11085967761327582 0.10134468834103474 0.10117912256544009 -0.1071632367881374 -0.00099418196476745561 -0.11061841567314146 0.10146762546990634 0.10115568473757462 -0.10373795979022889 0.05298520985077157 0.049449951330928055 0.0031444274477010394
leaf_weight=0.055087674740660897 0.1440508531281911 0.28324786112989386 0.99211664065660476 0.34879946849468957 0.54984888527542353 0.31586954073281959 0.067162068080506288 0.16327203132095747 0.34068434550499604 0.80818670046301011 0.41284421868840571 0.66520820035111705 0.6248057449265616 0.22835306823253632 0.13716193017171463 0.22326031101692934 0.095425588522856652 0.13927034382504677 0.47526806390851561 1.3569303680196751 0.10379241779446591 0.31908610970640439 80.857503996248397 0.33979709492996335 0.11684659123420715 0.068307776004076004 0.20663245179730438 0.46666120208101347 1.3528969355393194 2.4869834203564096
leaf_count=107 36 55 19 17 16 28 29 36 42 143 52 21 26 6 65 29 259 58 48 62 3 96 2586 10 3 2 92 33 24 31
internal_value=-8.01918e-06 -0.0427937 0.000219706 0.0330139 0.0514236 0.00911338 -0.0728453 0.0310267 -0.00028403 -0.0165689 0.00256857 0.02334 0.0599528 -0.0583327 -0.00107945 -0.0733533 0.000467009 0.0237322 -0.0387399 0.0428906 0.0769121 -0.0209459 -0.000481789 -0.0641333 0.0102782 -0.0106257 -0.052833 0.0244565 -6.68999e-05 0.0194592
internal_weight=94.7454 0.501608 94.2438 1.42573 1.21452 0.664669 0.211213 0.21836 92.818 4.09194 3.06049 2.28213 1.29001 0.778359 0.365515 1.03145 88.7261 3.47663 0.815952 2.66068 1.73566 0.925018 85.2495 0.552069 0.212272 0.378733 0.27494 0.605932 84.6974 3.83988
internal_count=4034 198 3836 126 61 45 65 143 3710 361 189 66 47 123 71 172 3349 436 90 346 159 187 2913 272 262 97 94 91 2641 55
is_linear=0
shrinkage=0.1


Tree=146
num_leaves=31
num_cat=0
split_feature=3 0 18 23 21 20 10 18 6 6 10 0 0 18 6 6 10 5 21 23 23 3 9 23 0 0 16 2 20 18
split_gain=0.0861691 0.470502 0.31061 0.735787 0.388379 0.424799 0.272623 0.625202 0.341 0.252187 0.188777 0.908669 0.637833 0.509025 0.445557 0.502325 0.415989 0.41121 0.368401 0.353628 0.332128 0.312464 0.412999 0.282877 0.318621 0.953328 0.589228 0.457493 0.286594 0.280409
threshold=93.281431752200021 86.256490657300006 13.405476405600002 0.10010000000000002 5.3480431922500005 38.903925214650009 62.111448187750007 13.142272494650003 16.375382608200002 16.405383309150004 66.590419433100024 90.407470010750018 92.313586825200005 13.545319032100002 15.075352233200002 14.955349429350003 65.611820673600008 19.865285687250005 1.8400491212500001 0.13377000000000003 0.089415000000000022 88.931506497100017 204.27826083785001 -0.11012 94.047642319350018 94.625660817400004 18.794956049200003 65.896304893200011 36.257608591500009 13.276755824150003
decision_type=2 2 2 2 2 2 2 2 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 6 4 5 -4 8 9 -2 -8 11 16 21 -14 15 17 18 19 -1 23 -13 -12 -23 28 26 27 -25 -26 -15 -20
right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11 12 20 13 14 -16 -17 -18 -19 29 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.042303278566837521 -0.085233545702287139 -0.079150537575655502 0.091848456524281849 -0.10935561264873456 0.047910547467064496 -0.1113600906159062 -0.090577244705255147 0.089858862243739318 9.6706403145669658e-05 0.036512339570301824 -0.081333292321981401 0.1011510142507549 0.093142394403022674 0.031315369113838518 -0.080688122455157218 0.068764554654986862 -0.04461608274053562 -0.083715244073269773 0.027259097643925079 -0.10273936890175679 0.02233534580271759 -0.10747787641906666 0.088846694423595968 0.10142706120219638 -0.0032539668364327673 0.0032819721344123985 -0.0020383154634179171 -0.11590157414353884 -0.11287912756821739 -0.0021342354434046853
leaf_weight=2.5116488883868504 0.48020226071459049 0.82973026484250922 0.13800700674255428 0.87866004212992255 0.88274245204593171 0.40408042594208382 0.36868513215813326 0.99951735023932997 18.935728432717951 0.27083162213966716 1.4765989659535979 1.3172381543117802 0.57705958591031858 0.2043111204698026 0.69724115234566753 1.0321614700369526 1.7412468333204731 0.60565750474961433 3.8052694108846508 0.33522857962816388 0.89995030895806838 0.17376500622594893 0.27951312623918056 0.88912660070128469 0.55477498518303292 27.872971351006072 1.4448824601422527 1.0296891381058229 0.42366003987604017 22.067061445798572
leaf_count=92 49 14 14 28 49 57 95 50 748 45 85 41 23 54 26 23 39 151 52 56 14 52 9 33 4 1576 26 67 169 293
internal_value=-5.49093e-06 -0.00515038 -0.00252178 -0.0373852 0.00699731 -0.0596264 0.00129241 0.0404566 -0.00201371 -0.0367555 0.00177385 0.00737533 -0.0030448 -1.50169e-05 -0.00154702 5.74185e-05 0.00282804 -0.00206837 0.00573855 -0.000558656 0.06916 -0.0590394 0.0135853 0.000497929 0.00181077 -0.0010072 0.0373762 -0.0764598 -0.0659653 0.0021889
internal_weight=94.1272 24.1882 23.3585 2.30349 1.42483 0.542087 21.055 1.63903 19.4159 0.639517 69.9391 32.3424 37.5966 35.6668 35.0897 34.3925 30.1252 33.3603 28.384 32.7546 2.21719 1.92988 0.453278 32.4194 31.7914 29.4574 2.33401 1.58446 0.627971 25.8723
internal_count=4034 1149 1135 148 120 71 987 190 797 140 2885 531 2354 2208 2185 2159 476 2136 437 1985 55 146 61 1929 1706 1647 59 71 223 345
is_linear=0
shrinkage=0.1


Tree=147
num_leaves=31
num_cat=0
split_feature=6 7 20 20 7 13 0 21 18 7 22 21 7 21 23 7 16 6 23 23 22 5 20 2 13 21 16 12 20 19
split_gain=0.0781423 0.308297 0.348897 0.280717 0.406328 0.356239 0.383781 0.217767 0.571691 0.316057 0.189313 0.403868 0.286542 0.281419 0.25815 0.241829 0.384758 0.328017 0.549375 0.243799 0.239 0.232452 0.185849 0.347281 0.204107 0.183873 0.182601 0.660617 0.5831 0.285585
threshold=16.465384711100004 24.054467534550003 41.218101594450012 38.804080188450008 22.381996090050006 115.68166489510001 87.009258933850006 15.803805445550003 13.754580103150001 25.6467512824 -0.10423499999999999 7.3575695755500012 23.779256055650006 15.109659503850002 -0.22900999999999999 23.150522195450005 22.574947209950004 16.525386113000007 0.049900000000000007 0.10184000000000003 -0.018034999999999999 22.387336278850004 40.636252116050009 134.33885108415004 117.66037007905001 2.0523604381000005 22.654947022900004 182.87454670205003 43.111435027700004 14.451165964200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 -3 4 -2 -5 10 26 -9 -10 11 -7 13 15 -13 16 -12 18 -18 -19 -15 -20 -17 -24 -25 -6 29 -28 -29 -1
right_child=1 2 -4 5 25 6 -8 8 9 -11 12 14 -14 20 -16 22 17 19 21 -21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=0.001929333875659177 -0.0040789357750772998 -0.0095555602697280778 -0.12418160093135513 -0.068200608856463202 0.019679968464831485 -0.0074347421558809829 0.057779666368009658 0.071476779437710802 -0.10600383216186285 0.065671563582687525 0.075169891030947997 -0.00012735320981386122 0.038489726382371137 -0.085065316903610244 -0.11425058861272691 -0.0022821640388356805 0.024123451027203389 -0.0024729322833166949 -0.11574553890775374 0.041473517969754486 -0.0086271231866714114 -0.028557465838074909 0.0023846574975179956 -0.11807069087844702 -0.037225661786250697 0.095490655484415973 -0.050785526478084722 0.092430434344809784 -0.0038802874253526494 -0.020722432629559258
leaf_weight=54.594672150756423 1.9949797238732636 0.64952137030195334 0.44917356924997875 0.89414935819331987 0.51470750384032704 2.7558122116461301 0.96716815978288551 1.2919544510586991 0.35287919102984222 0.15405463699698885 0.79841040180144229 0.27574561594519764 1.5717062360490661 0.79058024700498208 0.70489561426802527 3.2376676462590686 1.0315851608611413 3.0056122669629985 0.65223721321672179 2.1765007950525614 0.84760568183264584 0.57568388761137612 1.0750766731798651 0.5871142145770134 0.66712906751490664 0.84543549781665206 0.8906893355888309 1.403490834287368 1.1386210754280908 6.1976858446359975
leaf_count=2643 189 22 41 192 18 101 5 34 86 51 33 22 14 24 50 19 17 55 18 30 16 25 6 26 14 26 23 60 10 164
internal_value=-6.85506e-06 -0.00453171 -0.0564175 -0.0023366 0.0246558 -0.0063412 -0.00379469 0.00184824 0.0361641 -0.0538325 -0.00666423 -0.0270467 -0.0021888 -0.00632826 -0.0821604 -0.0016787 0.00919932 0.00212135 -0.0296738 0.0159847 -0.0455158 -0.0748693 -0.0177799 -0.0393212 -0.0750694 0.0668023 0.000887085 0.0233258 0.0492925 -0.000379978
internal_weight=93.0925 27.0685 1.09869 25.9698 3.35512 22.6147 21.7205 66.024 1.79889 0.506934 20.7534 3.73645 17.0169 15.4452 0.980641 13.807 8.24003 7.44162 2.25951 5.18211 1.63819 1.22792 5.56699 2.32932 1.25424 1.36014 64.2252 3.4328 2.54211 60.7924
internal_count=4034 963 63 900 233 667 475 3071 171 137 470 173 297 283 72 243 178 145 60 85 40 43 65 46 40 44 2900 93 70 2807
is_linear=0
shrinkage=0.1


Tree=148
num_leaves=31
num_cat=0
split_feature=20 23 20 22 19 22 18 15 22 22 17 6 12 8 0 22 15 7 7 15 22 2 15 6 9 18 10 8 5 23
split_gain=0.0778071 0.18042 0.155251 0.242725 0.127893 0.258165 0.270566 0.123514 0.0976042 0.373809 0.335756 0.345338 0.198511 0.192373 0.190403 0.182331 0.351609 0.337063 0.249468 0.247335 0.357514 0.242306 0.192902 0.171238 0.159161 0.129205 0.186563 0.256559 0.169628 0.148204
threshold=32.724174661450007 0.088555000000000023 34.654301448200009 0.19040000000000004 13.951125619400001 0.10957500000000002 13.975517741000003 36.346245650200011 -0.50001499999999999 -0.58559499999999998 197.01076493205002 13.835323260100003 201.09959674440003 8.7431769115000026 97.991610396700011 -0.16276499999999997 37.491361913600009 23.397000037200005 24.909276771700004 30.807603489900004 -0.23783499999999999 315.94243452415003 26.583493790300004 13.200308423050002 49.235310305400013 17.399600107550004 81.320481529800006 7.1444245619500011 12.914222276400002 0.077950000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 6 -2 -1 9 10 11 -4 -12 24 -14 16 17 19 -19 20 -10 22 -22 -20 -11 28 -27 -28 -17 -29
right_child=2 -3 8 -5 -6 -7 -8 -9 15 13 12 -13 14 -15 -16 25 -18 18 23 -21 21 -23 -24 -25 -26 26 27 29 -30 -31
leaf_value=-0.054251345476114071 0.077941574436053013 -0.097040502976794382 0.074495847769708065 -0.042793118081375647 0.099113708758229155 0.10540929348986201 -0.10393798472891949 0.10193981409496387 -0.10213887698075008 0.034279516685544541 -0.10816893477163554 -0.0082796475270542503 0.055664968504929406 0.013367904064116849 -0.10146634272257773 -0.06786992638408304 0.072714243695174194 -0.11046807314145091 -0.1018979999725273 0.1006043622535386 0.078847180460416624 -0.10102821502087196 -0.043345326034988384 0.076975720820390517 -0.11046321141231996 0.075536431849738433 0.090695940361440297 0.095995129357453357 -0.00061254384990340948 -0.10307718708956402
leaf_weight=0.094789007124744695 0.13866870724450453 0.25544368964074238 0.78556142822708475 0.31345863804745011 0.43204040359705687 0.24540108260407578 0.19940741094615078 0.10867694020271301 0.24709718191024899 0.085826051376442503 0.37191364680438699 1.4062580864992922 0.21078699920326471 0.21566949016414583 0.1216062350631546 0.37670457695730775 1.0080768215411806 0.38551108795991229 0.07933287101377573 0.34854845842346538 0.6237144245742452 0.11643723688666796 0.1629485773446504 0.16447788174264133 0.66154227813603939 0.53182077244855364 0.15298341928746595 0.044629580668697599 82.248833028743775 0.23076929773742449
leaf_count=141 27 55 41 19 20 3 57 2 132 16 52 25 6 34 65 365 34 23 54 18 107 46 13 9 122 34 246 14 2105 149
internal_value=-6.89504e-06 -0.0410807 0.000198188 0.0341292 0.0578727 0.0273354 -0.0293364 0.0291748 -0.000299637 -0.0158605 0.00208649 0.0213876 -0.057979 -0.0698321 -0.0018216 0.000392828 0.0240648 0.00101931 -0.0603979 0.0268083 0.00444566 0.0336082 0.0535363 0.0187725 -0.0938413 -0.000495347 0.0359757 -0.0131375 -0.000919182 -0.0708167
internal_weight=92.3689 0.45891 91.91 1.32898 1.01552 0.583477 0.338076 0.203466 90.581 3.85916 2.89613 2.19182 0.704307 0.963038 0.332393 86.7219 3.13614 2.12807 0.629322 1.49875 1.1502 0.9031 0.786663 0.243811 0.747368 83.5857 0.960203 0.428382 82.6255 0.275399
internal_count=4034 198 3836 126 107 87 84 143 3710 361 189 66 123 172 71 3349 436 402 86 316 298 166 120 63 138 2913 443 409 2470 163
is_linear=0
shrinkage=0.1


Tree=149
num_leaves=31
num_cat=0
split_feature=16 16 16 15 20 18 19 23 8 0 17 21 8 20 20 8 2 16 13 9 9 9 6 20 22 6 0 23 13 22
split_gain=0.0834117 0.245676 0.261356 0.0978186 0.268168 0.245259 0.289392 0.256701 0.14577 0.121055 0.351616 0.161969 0.383843 0.132961 0.301917 0.255887 0.463786 0.177531 0.231618 0.271379 0.15804 0.30704 0.45847 0.430558 0.252249 0.361156 1.42563 0.789535 0.617141 0.517078
threshold=12.604970524100002 9.719977270450002 9.2849782877000013 20.729785921300003 37.52517992975001 15.981927061500002 12.250988447150002 0.088435000000000027 8.1436447804000007 97.991610396700011 189.72181505755 6.8125785082500014 8.543332867800002 43.426640904350009 43.680097826700013 8.6432548896500023 91.751571794600025 22.624947093000003 117.34313201970001 193.24048816455004 214.31567825310003 211.36251378275003 14.935348962050002 40.80591513400001 -0.079634999999999997 16.265380038000004 88.872360418250011 0.084090000000000012 113.18408729185002 -0.11347
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -6 8 -8 -7 13 -11 -12 -13 20 -15 16 -16 18 -18 -20 21 24 -23 -24 25 26 -5 -28 -27 -29
right_child=3 -3 -4 9 5 6 7 -9 -10 10 11 12 -14 14 15 -17 17 -19 19 -21 -22 22 23 -25 -26 28 27 29 -30 -31
leaf_value=-0.10471091170983104 -0.10234918973589512 -0.10134441599306127 0.099300794472844595 -0.13396076428314646 -0.0042694329752147857 0.092762001532836647 0.064759050476387914 -0.058134410313200414 0.017970038416787609 -0.10505471848432268 -0.0019676715503353678 -0.10479155113330599 0.066388560295266907 0.070056722064312613 -0.088594816925829073 0.075177885016232501 0.015762000621465641 0.094375072463773191 0.027750643752868911 -0.11549389311076093 0.014353518236736217 -0.10986689062109863 0.054979272277119864 -0.07231700629340046 0.0050337661632848139 0.088721082773185994 -0.096047879209501322 0.035119473742382959 -0.0034584508831007653 -0.019241250894721448
leaf_weight=0.095512255559241477 0.18577173673202096 0.29644389523377868 0.18331536481036892 1.04259720965637 2.0024492395532434 0.96654423248764965 0.29135834245425929 0.40795812362921424 0.35678297886624932 0.39597293163978875 5.2776096418938323 0.45333339880153278 0.18422548891976476 0.85664750829164305 0.54235430434346188 0.47499506211897813 2.9478685721060183 0.23571259735763295 0.22807180081144895 0.31481996143702418 6.4972474036039776 0.65067809296306123 0.57914959406480171 0.49094236202654429 34.649096226903573 0.75107053818647074 0.94763472149497641 2.7727019312442271 22.021473389468156 4.7429635790176699
leaf_count=455 106 435 40 34 153 102 25 28 7 62 192 120 6 47 52 15 308 5 23 22 182 36 19 29 746 27 45 68 503 142
internal_value=-7.1765e-06 -0.037966 0.0294167 0.000232082 0.0151177 0.0205392 0.0451002 -0.00693293 0.0725973 -0.000487922 -0.0138261 -0.00771908 -0.0553283 0.000554595 0.0154188 0.00555215 -0.00219515 0.0103795 0.00470776 -0.0553161 -0.000553206 -0.00196406 -0.0436724 -0.00342238 -0.000891697 -0.00725235 -0.0236243 -0.0100319 -0.00041824 0.000813671
internal_weight=91.8433 0.575272 0.278828 91.268 4.21086 4.02509 2.02264 0.699316 1.32333 87.0572 6.31114 5.91517 0.637559 80.746 5.60047 4.74382 4.26883 3.72647 3.49076 0.542892 75.1456 68.6483 1.72077 1.07009 66.9275 32.2784 9.5059 8.4633 22.7725 7.51567
internal_count=4034 930 495 3104 421 315 162 53 109 2683 380 318 126 2303 472 425 410 358 353 45 1831 1649 84 48 1565 819 289 255 530 210
is_linear=0
shrinkage=0.1


Tree=150
num_leaves=31
num_cat=0
split_feature=8 22 20 9 23 23 22 19 14 8 12 0 17 0 5 6 17 23 23 19 22 20 16 15 21 7 23 17 0 16
split_gain=0.0761349 0.277189 0.346695 0.276914 0.260202 0.225291 0.198882 0.0988187 0.143923 0.106876 0.170945 0.26331 0.134322 0.343994 0.397546 0.423491 0.290082 0.279746 0.265756 0.244031 0.178961 0.177096 0.343906 0.496805 0.471405 0.463416 0.664313 0.484444 0.507243 0.368964
threshold=8.8430989333000021 -0.010319999999999999 41.827117825850003 215.54845996915003 0.09450500000000002 0.093160000000000034 -0.11103999999999999 14.651182102100002 264.30638260435006 8.7431769115000026 101.85466269095001 85.995710218650018 205.83789591070004 89.415428960600011 21.386268748550005 14.275333540900002 205.32027903760002 0.077080000000000023 0.091935000000000031 13.751109481500002 0.13747000000000004 41.898943182100005 22.614947116400003 37.050691080100002 2.5447591590000003 23.109894804950002 0.08572500000000001 187.77231677760003 86.329079026800017 22.694946929300002
decision_type=2 2 2 2 2 2 2 2 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 6 -3 -4 -2 9 -9 12 -11 -12 16 -14 15 17 21 -15 20 -20 -19 -1 24 -24 -23 26 -26 -27 -29 -25
right_child=1 4 5 -5 -6 -7 -8 8 -10 10 11 -13 13 14 -16 -17 -18 18 19 -21 -22 22 23 29 25 27 -28 28 -30 -31
leaf_value=-0.0032440053075668222 -0.052798629740423902 -0.10574786582566953 0.0032390253223759653 0.073439351934095579 0.0098593774434042741 -0.10996271136637062 0.021852458208040045 -0.0081769179294516291 0.042664849573786794 -0.012493620759293916 -0.0050779475033100839 0.056473704975825136 -0.094424531743070916 -0.11071709151491033 0.070684748242116568 -0.078163454654730818 0.072020141914219599 0.0071661456450491344 -0.07642837398182728 0.04478891839991337 0.085684690968308316 0.070563455238928416 0.013884021204286598 -0.068160145892094348 -0.015257217581273018 -0.081648882537623424 0.077891127400994631 -0.067278109214963605 0.011351058733211039 0.048159706172217473
leaf_weight=52.200223525498131 0.5350078272167601 0.54323360846319602 0.31315159205405496 0.67211928730830539 0.30343705166887958 0.40084887859120499 1.0719035559741317 0.96585100999800433 1.3146332614123819 1.4487165855243791 1.2284063391998645 1.6005748489405958 0.49731419369345431 0.23248557500801315 0.58186108840163786 0.91978843108518038 0.5618436291792922 3.1494282552455393 0.67651743501755834 0.22011659620329738 0.31974791459288088 1.3688967891184862 2.5355992224067441 1.8667949097980456 1.2298990266440335 0.68210571138729292 2.0282819331969222 0.89083954635861928 10.382510203142145 0.31934282740985498
leaf_count=1600 27 41 28 34 22 23 26 23 23 12 21 29 43 92 39 54 24 244 134 4 19 130 25 127 414 293 90 19 361 13
internal_value=-1.7275e-05 -0.0137985 0.000491785 0.0195417 -0.0643156 -0.0603139 -0.003002 0.000589406 0.0211319 3.78865e-05 0.0154412 0.0297466 -0.000778973 -0.014452 -0.00793201 -0.0162219 0.000438914 -0.00383179 0.00186 -0.0466705 0.0144031 -0.000108229 0.00757512 -0.016235 0.0143548 0.00929729 0.0427295 0.000186134 0.00513765 -0.0511686
internal_weight=91.0615 3.8397 2.99303 2.27903 0.846671 0.714 1.60691 87.2218 2.28048 84.9413 4.2777 2.82898 80.6636 6.59726 6.09995 5.51808 74.0663 4.5983 4.36581 0.896634 3.46918 73.5045 21.3043 4.72174 16.5825 15.2136 3.25818 11.9555 11.2733 2.18614
internal_count=4034 201 138 87 63 51 53 3833 46 3787 62 50 3725 629 586 547 3096 493 401 138 263 3072 1472 165 1307 1177 504 673 380 140
is_linear=0
shrinkage=0.1


Tree=151
num_leaves=31
num_cat=0
split_feature=10 18 16 8 16 17 16 16 21 23 8 22 6 22 13 23 23 12 14 20 17 20 9 21 2 2 4 2 6 6
split_gain=0.0739594 0.172185 0.139152 0.267808 0.22647 0.135835 0.113743 0.388652 0.0922619 0.241084 0.315069 0.242214 0.245441 0.200381 0.243164 0.183008 0.626444 0.14778 0.369136 0.314544 0.31298 0.186045 0.443066 0.178483 0.154877 0.246904 0.590632 0.491891 0.462956 0.574518
threshold=81.479100559500012 17.138111898250003 9.719977270450002 7.1444245619500011 9.2849782877000013 241.79519611995002 17.684958644900004 14.544965987550002 1.0000000180025095e-35 -0.092630000000000004 7.8438787148500007 -0.096529999999999991 14.825346391850003 -0.056724999999999998 113.82394032690001 0.093905000000000016 0.084565000000000015 93.660658182900008 159.27858171270003 42.066503896600004 188.95754880325003 38.478081868400004 202.86075815500001 3.2432014949500005 151.26092141510003 189.28685862455004 274.40025405315004 185.01730422545003 13.565316951450002 13.835323260100003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 5 -2 -4 7 -3 9 10 -1 12 -11 14 -13 16 -15 18 19 21 -21 -10 23 -23 -19 26 -26 -28 -27 -30
right_child=2 6 3 -5 -6 -7 -8 -9 17 11 -12 13 -14 15 -16 -17 -18 24 -20 20 -22 22 -24 -25 25 28 27 -29 29 -31
leaf_value=-0.10141912119608915 -0.10453945951296939 0.10151539479430878 -0.10052871690620085 -0.10193192341625668 0.099534516940710527 0.098821988479666001 0.10128234288599924 -0.10111042118204146 0.0037759301906194172 -0.023145824240617542 0.098154507218026182 -0.10647021084983166 0.065955926066409751 0.016434124769043351 0.020553473196614706 0.024884461356745949 -0.093436522121796164 0.0043440034120045502 -0.063149897376590533 -0.031988940842661961 0.095104554462013588 -0.029641747078000925 0.019041161782197422 -0.116351177493477 -0.0081703222170918452 -0.080569839535307497 0.0090627994785631959 -0.12594908792676693 0.093929297918019808 0.0028197374276085234
leaf_weight=0.092470443555612181 0.080742276983754802 0.22608150915129854 0.046460624444307541 0.40052028254103789 0.16655036218435271 0.12931446561196935 0.26865324703976512 0.16284484497737139 2.2770571794826528 0.43444754179290601 0.54725724883610383 0.39340547897154454 1.0719741968059677 1.765825184003915 0.24428697966504842 1.9723589039967917 0.7349204978236229 40.525884739678077 1.3063627133687985 0.2946977140927628 0.56572399963624775 0.38604481145739533 0.7402687910653184 0.6164903174576466 16.032853366732528 0.63052864538576869 0.40622818608062405 0.80381236030370928 0.72282631776761519 16.287453963135704
leaf_count=175 403 9 262 250 29 16 17 41 26 42 13 39 68 37 13 34 47 1115 35 42 12 13 33 41 346 233 37 30 25 551
internal_value=-1.57208e-05 0.000258745 -0.0298457 -0.0567718 0.0329033 0.0461299 0.0512414 0.0166752 -0.000118565 0.0106866 0.0693068 0.00501946 0.0402592 -0.00536757 -0.05781 0.00210871 -0.0158547 -0.00107955 -0.0159375 -0.0032996 0.0515745 -0.015045 -0.0396355 -0.0829621 0.000139405 -0.00474526 -0.0132548 -0.0806236 0.00357236 0.0066913
internal_weight=90.3343 89.5108 0.823588 0.576295 0.247293 0.175775 0.65758 0.388926 88.8532 7.25695 0.639728 6.61722 1.50642 5.1108 0.637692 4.4731 2.50075 81.5962 6.18665 4.88028 0.860422 4.01986 1.7428 1.00254 75.4096 34.8837 17.2429 1.21004 17.6408 17.0103
internal_count=4034 3074 960 528 432 278 67 50 3007 468 188 280 110 170 52 118 84 2539 202 167 54 113 87 54 2337 1222 413 67 809 576
is_linear=0
shrinkage=0.1


Tree=152
num_leaves=31
num_cat=0
split_feature=6 13 0 5 0 10 13 0 5 23 21 0 16 0 13 20 6 3 8 23 7 22 22 16 22 15 18 15 21 21
split_gain=0.0715061 0.2794 0.357366 0.237406 0.191348 0.175926 0.736371 0.5877 0.416211 0.41299 0.376351 0.315811 0.656087 0.4623 0.524895 0.39253 0.273599 0.450721 0.853554 0.241144 0.232143 0.425248 0.36327 0.453632 0.342314 0.359078 0.483013 0.295838 0.563102 0.474793
threshold=16.465384711100004 114.81060446080001 87.278104746850019 26.429668882900003 78.626646483100004 66.590419433100024 113.13031812925001 91.937202686950016 20.769304081650002 0.11379500000000002 15.475979305150002 93.953546284800012 19.199955102150003 94.625660817400004 109.46594969745001 36.893814626400008 14.745344522600002 83.939039748850021 7.943800736700001 -0.10747999999999999 23.109894804950002 -0.11347 -0.026144999999999998 22.634947069650003 -0.077729999999999994 38.884669609800007 13.24088655595 44.190294328500009 8.0341677368500015 3.2025200283000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 -5 6 -1 9 11 -7 20 12 -9 14 -13 -14 17 19 -19 -15 21 -8 27 -24 25 -23 -27 29 -29 -22
right_child=1 2 -4 4 -6 7 10 8 -10 -11 -12 13 15 16 -16 -17 -18 18 -20 -21 22 24 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.08671992668418245 -0.10435299628179434 -0.0053167362337033057 0.050524430590185868 -0.10110333834751001 0.091538903301042543 -0.10105977447881445 0.024222031264044579 0.069695709593629862 -0.10393630189959718 0.060069865591719479 0.057652196632055897 -0.098305512957763477 0.040344658857485512 -0.10233707296496651 -0.0040329830284192838 -0.045686181042125018 0.047759063489092896 0.06724174788036634 -0.10590046567152311 0.0026640812802245228 0.059584240551245095 -0.10913455719907468 0.012589521820255082 0.10211686715173805 -0.0088659792214630297 -0.10249246735306383 0.031350517831998534 -0.092327305694743414 0.010013252345470743 0.001013064392710182
leaf_weight=1.1316512248863571 0.49633067140348686 24.269945690208264 1.2028513960540284 0.08187013110909902 0.13927398435771465 0.94030770021163224 2.2067592599341879 1.8990722274038478 0.3850633872580137 0.19145911745727062 1.2642933599418018 1.0448084063364178 0.89608432253589887 0.22069015064221886 1.3586113993078468 1.2994220145046709 1.1835472118109454 0.3979816413102516 1.0005145697505211 24.496143028152577 1.5678797354921794 0.8688147859647869 1.654612151643952 0.86020710133016098 3.47214798032656 0.45622272258333374 0.65924971987260506 0.90390959419892114 1.3268279281910507 11.801027437672017
leaf_count=156 108 696 24 117 18 120 46 64 93 5 34 114 18 193 16 28 26 38 171 1459 94 19 36 35 77 36 22 55 17 99
internal_value=-1.68375e-05 -0.0044133 -0.00267986 -0.0659563 0.0202205 0.00179682 0.00769031 -0.00290506 -0.00055766 -0.0738017 0.00438308 0.00062018 0.0266557 -0.00296892 -0.0450149 -0.0105731 0.000732853 -0.00139838 -0.056628 0.00172655 0.00177044 -0.0128199 0.00794276 0.0432128 -0.0278008 -0.0609334 -0.0233906 0.00225688 -0.0314558 0.00788218
internal_weight=89.6776 26.1903 25.4728 0.717475 0.221144 63.4873 28.1736 35.3137 34.1819 1.13177 27.042 33.7969 4.09458 29.7023 2.40342 2.19551 27.2989 26.1153 1.3985 24.7168 25.7777 7.66319 18.1145 2.51482 5.45644 1.98429 1.11547 15.5996 2.23074 13.3689
internal_count=4034 963 720 243 135 3071 726 2345 2220 125 570 2127 110 2017 130 46 1887 1861 209 1652 536 200 336 71 154 77 58 265 72 193
is_linear=0
shrinkage=0.1


Tree=153
num_leaves=31
num_cat=0
split_feature=20 20 9 16 19 23 15 22 20 22 20 23 23 9 22 15 7 15 22 4 8 15 15 6 23 21 22 5 3 13
split_gain=0.0862371 0.145082 0.253479 0.186917 0.226222 0.14416 0.102065 0.0969025 0.324969 0.275307 0.302024 0.327272 0.311799 0.187873 0.165863 0.291462 0.268393 0.223475 0.295061 0.211601 0.200356 0.176042 0.151875 0.130408 0.117774 0.116136 0.697355 0.108888 0.352557 0.331453
threshold=32.724174661450007 34.654301448200009 190.73543849905005 19.844953593850004 12.651020723000002 0.088555000000000023 36.346245650200011 -0.50001499999999999 39.577821550850011 -0.58559499999999998 40.098777110850008 0.09914000000000002 0.092465000000000033 214.31567825310003 -0.16276499999999997 37.491361913600009 23.397000037200005 30.807603489900004 -0.23783499999999999 377.6847677435 8.1436447804000007 26.583493790300004 18.946678378300003 7.3351713851000016 0.09117500000000002 18.593782865600001 -0.011675 24.393336510100003 92.864720741950009 117.56896250265002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 6 -1 8 22 10 -10 12 -12 23 15 16 17 18 -9 21 24 -20 -3 -11 -18 27 -27 -16 -29 -30
right_child=1 7 3 -5 -6 -7 -8 14 9 13 11 -13 -14 -15 25 -17 20 -19 19 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.053110374644181571 -0.074568865679031315 0.020051395603639291 0.0743017442066886 0.10220232913007588 -0.056029581907743813 -0.096098654793979624 0.10149882227611362 -0.10180068843739901 0.096743134892635252 0.028632589577822738 0.0051176359405336984 0.055098474338049888 -0.1018758271921161 0.034605174149179595 0.00063554831319389844 0.070498223689974396 -0.10140790651133612 0.10028943138521024 0.075666158096299924 -0.10095692314037352 -0.10840068696708152 -0.046405309063615424 -0.10408682342791441 -0.11060228422152017 0.070075669655423153 -0.11487661172886975 0.08800120512490911 0.079056543848845529 -0.10443201049164222 -0.013619675230956196
leaf_weight=0.085298516855572326 0.17833651048954269 0.12142685455273694 0.29279537024194724 0.45361681282520294 0.24430003055022098 0.23824742262650034 0.085492998361587524 0.21324945227570413 0.37410031954641576 0.079913840942480774 0.76230861560452445 0.65172100052586746 0.42378995602484792 0.16405535989906639 77.33245511727705 0.91904939297819499 0.056427466422974137 0.30589591315947462 0.56155819905143234 0.10682498542018948 0.32007931941188872 0.14961238086107187 0.52321256452387388 0.4250961309971899 0.13798993939326465 0.46013210235742008 0.26817380043826133 0.32004945166772758 0.5080569668716638 1.923748270008218
leaf_count=141 65 48 17 16 28 55 2 132 9 15 75 30 20 23 2497 34 47 18 106 47 18 13 50 91 21 43 20 14 246 93
internal_value=-2.43405e-05 0.000187922 0.035182 0.0549381 0.01502 -0.0458344 0.0242823 -0.000281718 -0.0165214 -0.00216022 0.0148413 -0.00183038 -0.0331109 -0.0583669 0.000403288 0.0244613 0.00161119 0.0252274 0.00296193 0.0302733 -0.0597657 0.0499854 -0.0807037 -0.0885695 0.0203045 -0.00042155 -0.0401738 -6.00333e-05 -0.0196072 -0.0325923
internal_weight=88.687 88.278 1.16905 0.990712 0.537095 0.409039 0.170792 87.1089 3.52562 2.88099 2.21192 1.83782 1.1861 0.669065 83.5833 2.77069 1.85164 1.33714 1.03125 0.817996 0.514497 0.711171 0.644639 0.50501 0.194417 80.8126 0.728306 80.0843 2.75185 2.43181
internal_count=4034 3836 126 61 45 198 143 3710 361 263 134 125 95 129 3349 436 402 316 298 166 86 119 98 106 68 2913 63 2850 353 339
is_linear=0
shrinkage=0.1


Tree=154
num_leaves=31
num_cat=0
split_feature=20 23 20 9 16 19 6 15 22 20 17 8 0 22 5 22 20 17 10 10 7 2 6 15 18 0 9 7 13 15
split_gain=0.0752772 0.127471 0.126168 0.217625 0.17705 0.191499 0.10861 0.0911636 0.0835685 0.289923 0.244149 0.315959 0.27143 0.328721 0.144757 0.143483 0.256188 0.439045 0.376359 0.298213 0.266885 0.210448 0.119826 0.116645 0.113155 0.112691 0.105438 0.234672 0.281148 0.223781
threshold=32.724174661450007 0.088555000000000023 34.654301448200009 190.73543849905005 19.844953593850004 12.651020723000002 15.635365317800002 27.806359898650005 -0.50001499999999999 39.577821550850011 197.01076493205002 8.7431769115000026 97.752337623100019 -0.58994000000000002 14.438098050150002 -0.16276499999999997 39.337369931850013 189.72181505755 62.020040611300011 70.206395618550019 19.078733418100004 67.858768990950011 11.545269753400001 31.756370566200005 17.323446153950005 71.131225215400022 179.18874144770004 22.407814303000006 118.72231104060002 32.393814985100008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 6 5 -5 -2 -1 9 14 12 -12 13 -11 22 16 17 23 20 -20 25 -21 -4 24 -10 -18 27 28 -17 -29
right_child=2 -3 8 4 -6 -7 -8 -9 15 10 11 -13 -14 -15 -16 26 18 -19 19 21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.10116637651607852 -0.12192806027177382 -0.093607786631487666 -0.10170346209316083 0.070173167410796419 0.10199102209175662 -0.051896092605095902 0.048487757164746105 0.069027265660649637 -0.10182889864303929 0.016295514111456671 -0.092078830311573281 0.054600245329182145 0.078939927247510727 -0.10519891974245424 -0.10384786123792274 -0.10615905945405202 -0.062915195629332149 -0.10679134655417462 0.099759156188871642 0.10089740981743754 -0.10555014935498486 -0.10272683049910543 0.10096278736802813 0.09669847505225096 0.10064128775837577 0.05240714754316516 -2.6986829619739066e-05 -0.10069744660954849 0.10128889366588217 0.10215332515628546
leaf_weight=0.042977166324816518 0.11990134977418054 0.22102501928657148 0.049113347389720174 0.27972233635227894 0.41125656338408589 0.23774227240937762 0.054350745282135904 0.11757331441913266 0.074450203454034081 1.2476245963880508 0.53090266418985255 0.20301418314920738 0.50978099072199246 0.2710851156280113 0.47507562374812551 0.44414932914378269 0.10953998919285357 0.3524932575562616 0.98582174343755447 0.079533081501722336 0.22492812226846581 0.14027702562430022 0.071856654227303807 0.2166572380810976 0.04386610151232162 0.3741920001921244 79.89892013375902 0.077876559090782393 0.076597593724727631 0.18027843526215293
leaf_count=107 43 55 52 17 16 28 22 36 46 30 98 19 28 88 42 301 58 34 62 3 94 91 4 9 6 33 2108 497 3 4
internal_value=-2.70989e-05 -0.044347 0.000165643 0.0337738 0.0530144 0.0140901 -0.0687739 0.0234688 -0.000262216 -0.0157278 -0.00207984 -0.0515048 0.0158023 -0.00539088 -0.0789801 0.000361472 0.0234754 -0.0288876 0.0422802 0.0762747 -0.0155541 -0.0290502 0.0186811 0.0530907 -0.0267625 0.0262927 -0.000383924 -0.0369981 -0.0756452 0.0409602
internal_weight=88.1226 0.381576 87.741 1.10297 0.928721 0.517465 0.174252 0.16055 86.638 3.35845 2.76241 0.733917 2.02849 1.51871 0.596046 83.2796 2.60176 0.687467 1.91429 1.20563 0.70866 0.21981 0.12097 0.334974 0.118316 0.483732 80.6778 0.778902 0.520747 0.258155
internal_count=4034 198 3836 126 61 45 65 143 3710 361 263 117 146 118 98 3349 436 95 341 156 185 94 56 61 52 91 2913 805 304 501
is_linear=0
shrinkage=0.1


Tree=155
num_leaves=31
num_cat=0
split_feature=16 16 16 18 22 4 4 4 6 21 16 22 5 23 21 7 6 0 10 13 19 19 10 18 19 6 23 21 22 15
split_gain=0.0794929 0.178735 0.211711 0.0832606 0.179255 0.106899 0.0811416 0.202761 0.195271 0.411514 0.408248 0.428599 0.244771 0.196397 0.420545 0.313841 0.291908 0.665308 0.405748 0.232944 0.236752 0.201446 0.274584 0.591918 0.404451 0.448035 0.512001 0.332813 0.383089 0.208012
threshold=12.604970524100002 9.719977270450002 9.2849782877000013 17.399600107550004 -0.092710000000000001 342.39448800975009 244.52697497700004 245.59135436325002 16.515385879350003 13.996357022800002 22.654947022900004 -0.06828999999999999 22.728547566650004 0.094375000000000028 3.3753071955500005 26.459406588900006 16.405383309150004 86.20003303655001 62.111448187750007 107.18613720285002 12.350996516100002 14.651182102100002 62.165217350350012 13.545319032100002 14.451165964200003 14.935348962050002 0.088350000000000026 10.959760372700002 -0.041369999999999997 43.890399822900008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -8 10 12 13 -12 -10 14 15 -9 18 -18 -15 20 -20 22 23 -16 25 26 27 28 -24 -25
right_child=3 -3 -4 4 5 -7 7 8 9 -11 11 -13 -14 16 21 -17 17 -19 19 -21 -22 -23 24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.10458351181956707 0.0024468379144765564 -0.10114624032999581 0.098557303299983745 -0.050735965904203234 0.09145803077093663 -0.0042422410481120082 -0.050499709634642037 -0.065954556380780252 -0.053991886841804365 -0.11107168472614921 0.010242391836551215 0.092452652893899229 0.00048697732506404072 -0.07124111694711964 -0.0089463572672183744 0.031377638750474272 -0.011451846725778456 0.069449541673938131 0.020185256535246592 0.010796940382273967 -0.087082475191459785 0.038522456937909011 -0.083999447462598256 -0.1331357845058114 -0.10064156992216347 0.059607843068497472 -0.10389480378945981 0.067746177439552982 0.010552808201877484 -0.033480303641211205
leaf_weight=0.081318545540851939 51.210438504287595 0.24012792731821264 0.13899614213369205 0.18794156821240904 0.38373898271311091 0.16774277295553475 0.90542882878616993 1.9656805132535802 1.0617377423914138 0.45650488294086233 2.0351683473272719 0.92121094388130487 3.6942601763694256 0.83035925147123446 4.6379681399339443 0.39842985595896596 2.0826069976901636 1.9857301712036131 0.33803251745757723 5.4333084856625646 0.5258161543024471 1.0423334364895698 0.52361180285788611 0.58106191235128779 0.32691717008128751 1.547223533503711 0.45237719142824051 0.7605375831267337 2.3591292087439801 0.32750839935033582
leaf_count=455 1694 435 40 44 38 24 28 188 31 29 42 44 173 19 70 33 26 20 44 70 58 11 70 13 11 37 53 148 44 42
internal_value=-2.65971e-05 -0.0414678 0.0235777 0.000192369 0.0336059 0.0623491 -9.35781e-05 -0.00379022 -0.00255677 -0.02038 0.000638547 0.0358592 -0.011675 -0.00334809 -0.0108591 -0.0495509 0.00666315 0.0280356 -0.00553611 0.00312792 -0.0451076 -0.0035755 -0.00738575 -0.0234053 0.00749798 0.013763 -0.00355591 0.00890293 -0.00662136 -0.0972134
internal_weight=87.6032 0.460443 0.220315 87.1428 0.739423 0.551482 86.4034 35.1929 34.2875 5.2125 29.075 2.95638 4.756 26.1186 14.9228 2.36411 11.1959 4.06834 7.12752 6.29716 0.863849 12.5587 11.5163 5.54654 5.9698 5.64288 4.09566 3.64328 2.88274 0.90857
internal_count=4034 930 495 3104 106 62 2998 1304 1276 233 1043 86 204 957 720 221 237 46 191 172 102 499 488 125 363 352 315 262 114 55
is_linear=0
shrinkage=0.1


Tree=156
num_leaves=31
num_cat=0
split_feature=10 5 16 22 17 8 16 16 17 9 4 17 17 22 4 17 9 17 22 13 9 0 6 2 16 21 4 2 23 23
split_gain=0.0727988 0.11098 0.342147 0.148665 0.271085 0.106265 0.21083 0.177473 0.117644 0.0963622 0.263734 0.124306 0.251132 0.183413 0.168983 0.293871 0.126724 0.128375 0.266499 0.177251 0.128499 0.335499 0.130126 0.242887 0.126717 0.342027 0.112902 0.305467 0.209883 0.276407
threshold=81.479100559500012 13.154029769200003 14.814965356200002 -0.16276499999999997 239.21206428850002 7.1444245619500011 9.719977270450002 9.2849782877000013 241.79519611995002 223.29399794390005 286.86996866160007 208.33805927010005 210.48525482865003 -0.039434999999999998 377.6847677435 203.92158861145001 219.96883426190004 205.32027903760002 -0.012794999999999999 113.0174028878 215.54845996915003 95.050437202000012 17.755414852450006 56.478612905150008 18.764956119400004 10.959760372700002 227.97173202615002 136.15315758385003 0.11379500000000002 0.10546000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 8 7 -7 -2 11 -11 14 13 -13 16 -16 17 20 19 -19 22 -22 26 -24 25 -14 27 28 29 -3
right_child=5 9 3 4 -6 6 -8 -9 -10 10 -12 12 24 -15 15 -17 -18 18 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.097601835142572146 -0.10040733960169981 0.0028787124193767524 0.047217368040399242 -0.10198700771104974 0.090807915587220234 -0.10473577889342517 -0.10167965556052866 0.099444084273838773 0.096296756614903598 -0.029370210684197703 0.061971841403514388 -0.09514350351285765 -0.091368976460420803 -0.018246987840307576 -0.092073852376666016 0.029297212739581791 -0.034975265533291409 -0.074060541694917881 0.071708722691078183 0.034115784890299095 0.072153613204206643 -0.0073391035456039271 0.024255676367678929 -0.08397725865795308 0.0082511767970884047 0.074947588463642703 -0.0038115537189252939 0.067293107042184816 0.034486061075214604 -0.041793076823171404
leaf_weight=0.4586143945571155 0.042219544590806346 35.256466255681516 0.23143662876555027 0.29276084810408065 0.097127491142600775 0.064416840223202598 0.33509365611007524 0.12552212840819266 0.10865215608419021 0.516588209720793 0.8144828142831102 0.59497474250383675 0.42520543979480896 0.64801783111761213 0.50798129887038967 0.32850018040335272 0.97916570905363087 0.28957289649406448 0.7476076295133669 0.31759648909792304 0.88435966766701257 1.3284995653666554 0.35556356841698189 0.49737859239030513 2.4671334220911376 0.17434876831248403 33.824292815099398 0.74951829368364897 1.9877974312985305 1.44174742582254
leaf_count=104 557 984 32 168 14 121 250 11 21 33 45 51 64 18 135 35 36 25 18 19 38 18 23 198 48 16 799 48 55 50
internal_value=-2.52423e-05 0.000231039 0.0320866 -0.0162717 -0.0539587 -0.0327159 -0.053971 0.0301975 0.0412516 -0.000173041 0.026522 -0.000597033 -0.017138 -0.0550545 0.000299692 -0.0444094 0.000775138 0.00122577 0.0317389 -0.017476 0.000684167 0.0244298 -2.48308e-05 -0.0388585 -0.0017696 -0.0430046 0.000427298 0.00406301 0.00283796 0.00112371
internal_weight=86.8926 86.2167 1.07994 0.621325 0.389888 0.675904 0.525033 0.189939 0.150872 85.1368 1.33107 83.8057 4.30968 1.24299 79.496 0.836481 78.6596 77.6804 1.35478 0.607169 76.3256 2.21286 74.1128 0.852942 3.06669 0.599554 73.2598 39.4355 38.686 36.6982
internal_count=4034 3074 318 214 182 960 382 132 578 2756 78 2678 197 69 2481 170 2311 2275 62 44 2213 56 2157 221 128 80 1936 1137 1089 1034
is_linear=0
shrinkage=0.1


Tree=157
num_leaves=31
num_cat=0
split_feature=9 9 0 21 21 21 20 21 0 16 8 9 23 13 5 20 12 18 8 21 9 0 0 18 7 15 4 15 14 5
split_gain=0.0700588 0.192814 0.240613 0.222539 0.286857 0.223537 0.191685 0.203947 0.181882 0.329459 0.150436 0.162477 0.145155 0.13056 0.254495 0.120056 0.105949 0.0921758 0.170828 0.0918835 0.467567 0.112318 0.344195 0.162593 0.111006 0.114373 0.371947 0.317934 0.237193 0.396568
threshold=186.68586460755003 185.90443620030001 94.300357383600002 4.8799967471500016 1.9176293050000004 0.93316694850000015 39.011793722550003 6.5119136755000007 85.732241321850012 22.664946999500003 8.4434108459500017 198.96357396150003 0.10335500000000002 117.99105042915001 31.312564341900003 37.828051409500013 95.360362796200008 11.862896247150001 7.8438787148500007 16.172025809700003 199.89081775665002 85.812895065800021 85.861287312150012 12.909082926650003 22.575645983950004 38.884669609800007 244.52697497700004 38.483556206400003 300.28003674255007 22.938948824900006
decision_type=2 2 2 2 2 2 2 2 2 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 12 -5 -8 9 -2 -11 -12 17 -13 15 -15 -9 -1 -19 21 -21 -10 -23 -24 -25 27 -27 -26 -28 -30
right_child=8 2 -4 6 -6 -7 7 16 19 10 11 13 -14 14 -16 -17 -18 18 -20 20 -22 22 23 24 25 26 28 -29 29 -31
leaf_value=0.098112397349613842 -0.10365882315265254 0.073396467221086101 -0.0056379814450969006 0.090022379716956313 0.079603009910001604 -0.12294731849279764 -0.08510929468804479 -0.10937535478469754 0.018387110859392791 0.045108252882185326 -0.051342270035791331 0.094086248820419063 0.10044429108308728 0.022838971567380333 0.081361442774667642 -0.10220707615586691 -0.0059813060703138646 -0.10065247339857027 0.010433742141026893 -0.10157540298966086 0.028262101286680236 -0.087266928147619396 -0.044822189173959727 0.031732947369459259 -0.0012658168572802057 0.049169777257952338 -0.0076807215697262572 -0.063390453173181857 0.058459556731597952 0.00056483862612154135
leaf_weight=0.092874226043930697 0.46342048508085953 0.91457638004794695 0.66549232253373702 0.1811203138872769 0.71603537480541479 0.12928575214982618 0.37906084554151664 0.10158023794792814 3.2947468250058582 0.3959597326756924 0.91693495448271256 0.1536844989459496 0.17225722735838633 0.11401071539148688 0.19451649952679873 0.2351168586028507 4.0703461201902655 0.16169009838063153 0.96242315834388137 0.49229090847074874 0.63528004229920043 0.45426279120147128 0.7980556208640327 1.1248061209917057 50.882287738823834 1.8774254415184284 9.4533308783429657 0.83733336813747783 1.7077502448810253 3.8515380832577648
leaf_count=11 134 37 10 54 209 37 183 9 34 16 33 6 30 8 9 56 676 403 8 17 37 15 17 18 1642 33 120 11 81 80
internal_value=-2.44136e-05 0.00857009 0.0401088 0.00141699 0.0274258 0.0028226 -0.0108647 -0.0148798 -0.000967562 -0.0276495 -0.010127 -0.0236755 0.014527 0.0127042 -0.0103019 -0.0613722 -0.0084988 0.00236591 -0.00554467 -9.2314e-05 -0.0284242 0.000337755 -0.000499979 5.88413e-05 0.000572469 6.16154e-05 0.00720626 -0.00227161 0.00195845 0.0183494
internal_weight=86.4295 8.54674 1.58007 6.96667 2.23457 1.51853 4.73211 4.55099 77.8828 2.47364 2.01022 1.61426 1.38924 0.697329 0.543644 0.349128 4.17193 1.21699 1.12411 75.4091 1.12757 74.2815 70.9868 70.5325 69.7345 68.6097 16.89 51.7196 15.0126 5.55929
internal_count=4034 1667 47 1620 698 489 922 868 2367 262 128 112 452 79 73 64 685 422 411 2105 54 2051 2017 2002 1985 1967 314 1653 281 161
is_linear=0
shrinkage=0.1


Tree=158
num_leaves=31
num_cat=0
split_feature=23 23 5 5 22 8 22 23 23 8 6 22 23 21 4 22 15 21 9 9 16 21 7 20 16 19 0 21 18 16
split_gain=0.0672937 0.146295 0.0969474 0.160552 0.0824993 0.0805258 0.220909 0.275627 0.219789 0.2159 0.136424 0.0847709 0.384591 0.295075 0.242228 0.261546 0.599198 0.352594 0.382123 0.312054 0.279249 0.545551 0.322356 0.490023 0.574537 0.357443 0.499155 0.71624 0.499543 0.49126
threshold=-0.55648999999999993 -0.27628999999999998 20.374719724350005 23.626838821450004 -0.23349 8.8430989333000021 -0.010319999999999999 0.10249000000000003 0.09450500000000002 9.3427090425500019 18.080422446150003 -0.037054999999999998 -0.144095 18.593782865600001 137.02556730370003 -0.053159999999999992 31.756370566200005 12.510904521150001 191.98656730705002 186.68586460755003 22.674946976100003 5.2761091985000013 24.054467534550003 38.244973486750006 20.084953032650002 14.351157895250003 93.953546284800012 6.8125785082500014 14.053554955550002 22.594947163200004
decision_type=2 2 2 2 2 2 2 2 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 -1 11 7 9 -8 -7 -9 13 -13 14 -3 17 -17 20 19 -19 22 -22 -16 24 -24 26 28 -28 -25 -27
right_child=1 5 3 -5 -6 6 8 10 -10 -11 -12 12 -14 -15 15 16 -18 18 -20 -21 21 -23 23 25 -26 29 27 -29 -30 -31
leaf_value=-0.016089548216398859 -0.10740312654897402 0.093244345360560754 0.093063076774548212 -0.10162740179317196 0.092887091202929067 -0.005053793482312898 -0.10487177198619391 -0.10674632073810447 0.0084661440526812258 0.066473646676182677 -0.0093341393325264213 0.07797908608949787 0.0034267233073158004 -0.075414169425521357 0.0067154663506144331 -0.00031798930751844286 -0.073386998084083194 0.00072755770487691962 0.035018303947353835 -0.10906723464678861 -0.0012019198517961122 -0.10103928465413614 -0.10261144812722148 -0.015912414308922623 0.017531418540663243 -0.11040815119440389 0.0044495774485706968 -0.065287790693123113 0.067785641759504217 -0.011147904322310845
leaf_weight=0.11758579310662753 0.21055587302384893 0.27293573663337056 0.083421241553878644 0.086048174250208831 0.16975794308427694 1.4497394930913299 0.46789028369675989 0.31548905253293913 0.26974485465325415 0.59526751513476472 0.26413440074247774 0.71192980031776443 24.658212312782894 0.5341035723990889 24.088110855994948 3.7433817502687878 1.6028221857268361 2.1758461655099377 5.4978444703083369 0.29381608795665659 1.5918838814832263 0.83412108234188043 1.1578387909356695 1.1377168626640917 0.60655259154736985 0.71085134102031533 6.9058973344399401 1.871954468036847 1.9105836995877323 1.6699764180812051
leaf_count=32 29 10 17 86 34 46 41 22 22 48 19 130 946 60 832 37 28 197 108 17 44 32 274 9 5 44 541 232 50 42
internal_value=-2.04604e-05 -0.000182412 -0.06209 -0.0057911 0.0482921 9.32712e-05 -0.0150745 -0.00148586 -0.0634254 0.0157667 -0.0623556 0.00071538 0.00551879 -0.00143744 -0.000732793 -0.00119247 -0.0222245 0.00103617 0.0203404 -0.0123347 -0.00258406 -0.0355285 -0.000588938 -0.0116055 -0.0613094 -0.00543266 0.00168431 -0.0104225 0.036547 -0.0407844
internal_weight=86.006 85.7187 0.380025 0.169469 0.287344 85.3386 3.36227 2.62463 0.737635 2.04501 0.579623 81.9764 25.3701 56.6062 56.0721 55.7992 5.3462 50.453 7.96751 2.46966 42.4855 2.426 40.0595 15.9714 1.76439 14.207 11.8262 8.77785 3.0483 2.38083
internal_count=4034 3968 132 103 66 3836 198 135 63 94 41 3638 1076 2562 2502 2492 65 2427 322 214 2105 76 2029 1197 279 918 832 773 59 86
is_linear=0
shrinkage=0.1


Tree=159
num_leaves=31
num_cat=0
split_feature=10 18 16 19 18 8 5 21 20 23 15 22 22 16 23 9 8 16 12 21 2 12 9 4 12 20 12 8 17 6
split_gain=0.0623763 0.101177 0.0971487 0.342823 0.0922384 0.101936 0.183356 0.072691 0.21652 0.191029 0.236908 0.195289 0.25367 0.193344 0.178548 0.39366 0.231863 0.213243 0.116286 0.307404 0.476784 0.287595 0.337606 0.177767 0.131707 0.45538 0.233691 0.367275 0.263374 0.20403
threshold=81.479100559500012 16.982684250000002 17.684958644900004 12.150980378200002 17.323446153950005 7.1444245619500011 13.524641568350001 1.0000000180025095e-35 41.178189531300006 -0.092630000000000004 26.912781836550003 -0.096529999999999991 -0.117885 19.509954377250004 0.10335500000000002 199.17419511990002 8.4434108459500017 19.974953289850003 93.660658182900008 4.6887961308500001 62.922191810850009 82.696898122450008 191.72037998490001 156.01728445355005 106.61257222060001 38.969453495950006 114.64361763410001 8.3434888241000014 193.58923865885004 16.565387047600002
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -6 -7 8 9 10 -1 12 13 -11 15 17 -17 -13 19 20 21 22 -9 -21 25 -20 27 28 -26 -29
right_child=4 2 -4 -5 5 6 -8 18 -10 11 -12 14 -14 -15 -16 16 -18 -19 24 23 -22 -23 -24 -25 26 -27 -28 29 -30 -31
leaf_value=-0.1016782483910864 -0.1006593115700524 0.10113893399609236 0.092534771356739431 -0.10087106956135615 0.074983482237350241 -0.097223204524719775 0.048797454713263903 0.013054960211025196 0.085534423721630115 -0.087547846900152881 0.095680583539044739 0.026459355064711351 0.08631486390344445 0.031266012711073231 0.036111916709258313 -0.11138163979687739 -0.011792105470707213 -0.02887899208725847 0.070107632939689565 0.049691580509671769 -0.11401309742424684 0.029514698858749924 -0.080299554992741551 -0.0065039075733914114 0.021752129099737158 0.0024675691297103047 0.00030695082469505807 -0.10743422810744881 -0.035210575626328462 -0.026633804515824686
leaf_weight=0.071474523311735427 0.14782121693372019 0.18262873534786095 0.22926858603022993 0.15557113976683468 0.10829340172381308 0.20484064627544285 0.14821622711315285 0.66117194830439963 0.35898683776395035 0.20084513970596163 0.40813512667955365 1.5364472613036921 0.55120628149597883 0.43058801756706089 0.73794219561386842 0.5946642220369539 0.38521726429462433 1.2735231220722196 1.1620392983168111 0.7989339364539777 0.62581845396925917 0.8816545009613036 0.93548461166210473 1.9055682499092652 1.6909622279035823 6.9377568725512901 59.033985416176392 0.66208732966333605 1.5609993407269938 0.59189008944667876
leaf_count=139 371 10 22 50 371 193 25 10 35 57 45 50 23 21 21 42 16 17 32 38 42 15 49 48 42 151 2021 37 30 11
internal_value=-3.09477e-05 0.000198736 0.0422818 0.00821481 -0.0319156 -0.00988939 -0.0359225 -8.55676e-05 0.0100308 0.00565204 0.0662689 0.00056093 0.0367454 -0.00652609 -0.00889028 -0.0176529 -0.0722304 0.00137914 -0.000941008 -0.0145491 -0.0360221 -0.0163279 -0.0416417 0.0100967 0.000162354 0.0121716 -0.00136853 -0.0233196 -0.00559098 -0.0692956
internal_weight=85.174 84.5649 0.567468 0.3382 0.609171 0.46135 0.353057 83.9974 6.54903 6.19004 0.47961 5.71043 1.18264 0.631433 4.52779 3.78985 0.979881 2.80997 77.4484 5.80863 3.10413 2.47831 1.59666 2.7045 71.6397 8.0998 63.5399 4.50594 3.25196 1.25398
internal_count=4034 3074 82 60 960 589 218 2992 466 431 184 247 101 78 146 125 58 67 2526 202 116 74 59 86 2324 183 2141 120 72 48
is_linear=0
shrinkage=0.1


Tree=160
num_leaves=31
num_cat=0
split_feature=20 20 22 15 19 22 18 9 10 5 9 21 21 21 0 20 16 22 22 20 22 3 10 7 20 16 8 16 17 13
split_gain=0.0679968 0.111107 0.185576 0.0987422 0.0798674 0.18227 0.180503 0.0667893 0.186639 0.232401 0.154624 0.202617 0.237533 0.204154 0.19922 0.161281 0.1765 0.163773 0.189787 0.152014 0.141818 0.152948 0.156103 0.133112 0.125931 0.318263 0.1512 0.113489 0.338805 0.251395
threshold=32.724174661450007 34.654301448200009 0.19040000000000004 36.346245650200011 13.951125619400001 0.10957500000000002 13.975517741000003 186.68586460755003 61.622148808000013 30.728615921450004 185.90443620030001 4.8799967471500016 1.9176293050000004 0.93316694850000015 94.300357383600002 39.011793722550003 22.684946952700002 0.12195000000000002 -0.011675 38.121007182500009 -0.059424999999999999 108.40938565220002 61.907125369850007 22.061824394000002 41.872294782850005 19.124955277500003 2.0484014478500003 22.654947022900004 197.61001826940003 117.61735474900001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 6 -2 10 9 19 11 12 13 23 -12 -13 17 18 20 -9 21 22 -17 -3 -24 26 -26 -10 29 -29
right_child=1 7 -4 -5 -6 -7 -8 8 27 -11 14 15 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.08637459253409413 0.072695975252688852 0.0013704811112550219 -0.040862190454300187 0.029459055626802039 0.098661046245803435 0.1038328721343955 -0.10266525541405216 -0.0023229926198614931 -0.0018796105902864392 0.04549851134142404 0.069397336904963233 0.087999427779140549 0.076801898334881685 -0.12061517855952737 -0.0040277266379093787 0.051740317848998865 -0.086251879354058356 -0.11026887466753282 0.079880067256003939 -0.1046280933482276 -0.10700793871918307 -0.10650692669115058 0.0023323878612524886 0.09037589913699301 -0.10227281859321496 -0.10372780711519264 0.054653190308246308 0.023311494421627291 0.066784660636644524 -0.017876445329878084
leaf_weight=0.21009428516379003 0.10340733730663387 1.0067555509372126 0.2495786922154366 0.11326852813363075 0.29971390741411597 0.19276789880677825 0.13575712875035606 0.20670884475111861 67.437399983146406 0.21154238702729344 0.84600560844410189 0.16317781616908167 0.67302312856827473 0.11983706814271489 0.65610605528308952 0.47446874856086685 0.30809729848988343 0.15041783074570947 0.25284601621717762 0.48843060050421627 0.14380908688281113 0.14466195696877537 2.2091878501155411 0.20169139301515304 0.077137250099326482 0.42154721790575422 0.3009376025659094 2.9586593059939323 0.9577272874303161 2.9689178737025941
leaf_count=194 27 146 19 4 20 3 57 10 2040 11 37 43 196 37 10 57 15 104 147 70 34 58 47 88 202 36 168 51 53 50
internal_value=-3.13413e-05 0.000144095 0.033598 -0.0458 0.0589978 0.0314758 -0.0268445 -0.000249598 -0.00118114 -0.0462774 0.0083494 0.00180174 0.028403 0.0038799 0.0373261 -0.00965628 -0.0132108 -0.00782068 -0.00399171 -0.0742063 -0.00961421 -0.00575359 -0.00156926 0.0162256 -0.00997581 -0.0439808 0.0226361 -0.000630998 0.0115984 0.00268188
internal_weight=84.6837 84.3603 0.981225 0.323363 0.731646 0.431932 0.239164 83.3791 75.2294 0.906682 8.14971 6.6476 2.00131 1.32828 1.50211 4.64629 4.48311 4.17501 4.0246 0.695139 3.77175 3.62794 3.48328 1.20845 3.00881 0.799622 0.378075 74.3227 6.8853 5.92758
internal_count=4034 3836 126 198 107 87 84 3710 2285 91 1425 1378 467 271 47 911 868 853 749 80 602 568 510 234 453 406 370 2194 154 101
is_linear=0
shrinkage=0.1


Tree=161
num_leaves=31
num_cat=0
split_feature=15 23 19 22 21 4 19 13 16 17 16 10 6 17 2 12 14 12 4 17 18 19 9 17 8 22 22 19 21 20
split_gain=0.0592636 0.236209 0.0919914 0.284517 0.155856 0.109804 0.490031 0.250454 0.261343 0.171494 0.356746 0.268981 0.384788 0.195266 0.153396 0.144617 0.12915 0.321122 0.258981 0.151119 0.874069 0.177656 0.143716 0.174588 0.140072 0.128093 0.119868 0.116062 0.343575 0.116027
threshold=46.683480308100009 0.090390000000000012 14.651182102100002 -0.098419999999999994 8.0341677368500015 372.47712237630009 14.351157895250003 116.53390612245002 19.304954856600002 205.83789591070004 20.704951582800003 67.074341896550024 14.275333540900002 205.32027903760002 82.82761181390002 320.0928336514001 322.49545615880004 273.67701475470005 313.22340827140005 203.00435256470004 14.329845562450002 13.251069136700002 219.59809404590001 183.19621122360005 8.3434888241000014 0.13747000000000004 -0.08786999999999999 13.351077205700003 10.959760372700002 41.898943182100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 9 7 8 15 13 11 -11 14 16 -13 -7 18 -18 19 22 -21 24 29 -24 -22 27 -12 28 -16 -1
right_child=1 -3 3 4 -6 6 -8 -9 -10 10 26 12 -14 -15 25 -17 17 -19 -20 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00083130057452653809 -0.088829012954315292 -0.0023793559332749466 -0.021189953738224177 0.018442518889686937 0.0927787802618317 0.020466872083675747 0.09064421413497073 -0.094956218603791734 0.095871006340981307 0.10149441734537933 -0.034473008818148146 -0.10355381352948466 -0.10351761830289222 0.059191180109943932 -0.101986491347113 -0.094757119438813722 -0.087223375057801172 0.0089215064311339558 0.06043733147909406 -0.11735029991991774 -0.046855113170693234 0.027521534799178973 0.011903281584681461 -0.10309400700370426 0.014456251712541921 0.066107266443860932 -0.1107395587736876 0.0050692584588832223 0.077385990391699036 0.008728215809068211
leaf_weight=48.863213662002863 0.37096879992168341 2.1353370368815376 0.8753434834070507 0.57704204852052388 0.55171921104192734 0.23696417205417108 0.68006425793282688 0.30509481056651566 0.24843406165018678 0.21834100782871146 0.36141647305339575 0.14218525029718954 0.41576986003201444 0.56416368262580263 0.35070042428401471 0.201593820560106 0.57786937238574754 0.87099366564507363 0.71919882871952623 0.73346284125000183 0.86276879530396422 1.5801722410833461 0.24316337792333698 0.28883591622434324 0.65590068054734729 0.28929280755437492 0.47947771428152908 2.5903615746356081 0.15353497655178217 17.153890481785993
leaf_count=1414 70 66 14 42 11 165 42 44 14 5 17 13 41 15 175 330 68 28 28 25 40 22 23 37 9 37 33 73 36 1097
internal_value=-2.82611e-05 -0.0151751 0.000435882 0.0215964 0.0547768 -9.56332e-05 0.0252599 -0.0195603 0.0139231 -0.000638402 -0.0185538 -0.00654601 -0.0125304 0.000587035 -0.00180186 -0.0324986 0.000131314 -0.0294252 0.000733607 0.000123519 -0.019186 0.00404845 0.00123548 -0.0505317 -0.0203752 0.00247358 -0.0779602 -0.0034751 -0.0473692 0.00165265
internal_weight=84.2973 2.50631 81.791 2.0041 1.12876 79.7869 1.67215 0.992087 0.686992 78.1147 5.00108 4.16019 3.94184 73.1136 3.52608 0.438558 72.5495 1.44886 71.1006 70.3814 3.8323 3.09884 66.5491 0.531999 1.51867 3.38389 0.840894 3.0946 0.504235 66.0171
internal_count=4034 136 3898 67 53 3831 595 553 509 3236 430 380 375 2806 334 495 2791 96 2695 2667 96 71 2571 60 49 321 50 284 211 2511
is_linear=0
shrinkage=0.1


Tree=162
num_leaves=31
num_cat=0
split_feature=22 21 15 20 6 6 15 18 20 20 17 17 21 21 21 8 17 23 10 20 14 14 15 9 20 17 6 22 21 21
split_gain=0.0559132 0.209782 0.089482 0.224937 0.176392 0.196602 0.149347 0.203536 0.122184 0.201624 0.103155 0.383407 0.290077 0.280768 0.161793 0.236295 0.152774 0.393119 0.142555 0.229271 0.138509 0.174435 0.130746 0.334279 0.14386 0.387206 0.258727 0.327081 0.528755 0.324762
threshold=0.27538000000000007 0.59096247755000009 20.903251014350001 38.244973486750006 14.060328517350003 13.975326531250003 21.761438576950002 14.674589207750001 42.536568606950006 41.827117825850003 182.50770257345002 183.92349703790003 5.5151941623000011 12.585796288950002 1.0000000180025095e-35 6.2451263653500009 173.77968723070003 -0.15572 61.622148808000013 38.121007182500009 148.67011998770002 156.61564208075004 23.908355817750003 211.04147598835002 39.110279783550006 187.88259729165003 15.785368822600002 -0.073609999999999995 1.2199730554000003 0.70172919805000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 7 -4 9 -5 13 12 -12 14 15 -8 17 -16 19 -13 -20 -22 23 -23 25 -24 27 28 -27 -28
right_child=1 -3 6 4 -6 -7 10 -9 -10 -11 11 18 -14 -15 16 -17 -18 -19 20 -21 21 22 24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.085617440704779946 0.0057373970589377791 -0.087695582174644973 -0.012700855198766832 0.01234599546890152 0.076234066055683156 -0.10807901269705898 -0.06767353341923682 -0.10444726901916208 -0.049192159628599172 0.089000746841079462 -0.019793075645012006 0.050447204094094616 -0.11014538346578172 -0.073061021427832301 0.061528230365688788 0.092091673691419518 0.01754727877615337 -0.08313529393470892 -0.036047141541308982 -0.093714591674557576 0.055300724492509112 -0.001608939611560133 0.096297935828209155 -0.089460762981920183 -0.00052451821218053331 0.0082104480298738399 -0.013107850010099046 0.015644242116225903 -0.083105343129054959 0.074132698598379246
leaf_weight=0.20963563387579087 0.81260889231543731 0.34121355451497948 1.1216845236231154 2.3769789857178711 0.49763329796769529 0.1303318565696826 0.11220819029403983 0.30825526064700159 0.25289010256358313 0.40102622882750427 1.0965757882222522 0.15609816956566547 0.52566851237497747 0.3704431747610214 0.2992492261855656 0.52906702985637821 5.2247771934687535 0.50460194125480506 1.0204077525995661 0.37616011063073529 0.58802581566851486 1.8400556605411105 0.52473435085266729 0.56645352174018615 54.565121079662276 1.5706834347220131 0.68097929714713235 4.5382678939859025 1.0634292729409933 1.1427783009130505
leaf_count=318 68 84 87 259 79 7 158 78 496 78 27 13 55 47 89 26 101 108 24 52 17 123 19 53 1294 52 13 101 70 38
internal_value=-3.17659e-05 -0.021893 0.000273631 0.0151221 0.020894 0.0121824 -0.000456004 -0.0324788 0.0173538 0.0234117 0.000136405 -0.00102004 -0.0490706 0.0116765 0.0163828 0.0641365 0.0113032 -0.0292815 0.000115705 -0.0514355 0.000518615 0.00107484 0.000595296 -0.0222878 0.00145459 0.012797 0.00792653 -0.00062502 -0.0286551 0.0415576
internal_weight=83.748 1.15382 82.5942 3.8685 3.65886 3.16123 78.7257 1.42994 3.0309 2.77801 77.2958 70.2554 1.62224 7.04035 6.6699 0.641275 6.02863 0.803851 68.6332 0.532258 68.1009 67.0805 66.4925 2.40651 64.086 9.52087 8.99614 7.17238 2.63411 1.82376
internal_count=4034 152 3882 1237 919 840 2645 165 833 337 2480 1951 82 529 482 184 298 197 1869 65 1804 1780 1763 176 1587 293 274 223 122 51
is_linear=0
shrinkage=0.1


Tree=163
num_leaves=31
num_cat=0
split_feature=9 22 10 22 22 6 22 22 8 8 17 21 10 16 17 4 17 16 23 22 7 20 9 23 13 2 17 17 0 6
split_gain=0.0573354 0.322339 0.213293 0.121893 0.118527 0.0900845 0.135559 0.186767 0.0870316 0.161746 0.0808161 0.209923 0.209158 0.201317 0.279247 0.131029 0.24305 0.143042 0.134274 0.117213 0.112905 0.107351 0.132499 0.230702 0.155063 0.110624 0.0956148 0.170932 0.22942 0.0931526
threshold=223.29399794390005 -0.0019399999999999999 78.728807892050014 -0.60024999999999995 -0.089795 18.335428404350001 -0.075639999999999999 -0.13734499999999997 9.3427090425500019 8.9430209551500024 208.33805927010005 10.959760372700002 62.837331883000012 18.764956119400004 241.79519611995002 377.6847677435 203.92158861145001 22.694946929300002 0.10249000000000003 -0.037054999999999998 25.225775578450001 47.709122305950011 179.18874144770004 0.099855000000000027 120.87576600310001 118.06771887965002 205.32027903760002 205.83789591070004 91.73825678530001 14.745344522600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 8 7 -7 9 10 15 12 -12 14 -14 21 17 -17 19 -18 -15 22 23 24 -1 -23 29 -28 -29 -24
right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 11 -13 13 20 -16 16 18 -19 -20 -21 -22 25 26 -25 -26 -27 27 28 -30 -31
leaf_value=-0.094281384619430503 0.0092884736179525453 -0.085685308395358623 0.10006772830203743 -0.10219180417610906 0.086395947103690904 -0.065559502419253401 -0.10248548228532404 0.077203982354382014 0.044914305888228048 -0.05602791413581816 -0.10799892778542275 0.067907032550468857 -0.084917194801568063 -0.027755007817260993 0.075562197143620058 -0.10887080955168348 -0.10132201583563397 0.072851124696416775 0.098608851330383177 0.072689998938067171 0.012859526813682113 -0.049827501768128911 -0.0045636481534806917 0.040674208574592509 0.097268794118941793 0.05450451828799166 0.079847819177015639 0.056172240443024796 -0.052647042147634486 0.0031880233132966988
leaf_weight=0.48162047881589742 0.29004743992118165 0.23554849576248571 0.038096979655165231 0.13675253483506833 0.63755052536725976 0.20851955120451748 0.21554889720391557 0.16347808828140842 0.42751554845017281 0.51793282973812793 0.24911541282199223 0.29671964743079104 0.65656047174343291 1.0609497195109727 0.12987971969050705 0.38977171413864553 0.10050447643516236 0.048731524031609297 0.14207810931839049 0.062957603678114538 1.9288298237952402 0.12035785408306665 22.462467125705189 0.24059033099501903 0.046326497802510858 0.65305975704063712 0.42894648015499004 0.38329877005890012 0.39175339402572718 50.033461822193203
leaf_count=807 32 33 8 77 36 36 101 13 21 39 19 72 232 35 26 319 50 12 4 14 33 19 808 35 3 156 9 21 39 925
internal_value=-3.25804e-05 0.0205009 0.0431886 -0.0581226 0.0622855 -0.000368277 -0.039384 -0.00282066 -8.61528e-05 -0.000324175 3.50764e-05 -0.0132661 -0.0192497 -0.0133949 -0.0584142 0.000791645 -0.0409672 -0.0886758 0.0275029 -0.0343011 -0.0015529 0.00120459 0.000819645 -0.0404872 -0.0774732 0.0382686 0.00125039 0.0291998 0.00116907 0.00078621
internal_weight=83.179 1.338 1.10245 0.17485 0.927598 81.841 0.587547 0.371998 81.2534 80.8259 80.308 4.32205 4.02534 3.77622 0.78644 75.9859 0.744043 0.438503 0.30554 0.163462 2.98978 75.2419 74.4685 0.768537 0.527947 0.773418 73.6999 1.204 0.775052 72.4959
internal_count=4034 186 153 85 68 3848 150 49 3698 3677 3638 417 345 326 258 3221 399 331 68 64 68 2822 2647 845 810 175 1802 69 60 1733
is_linear=0
shrinkage=0.1


Tree=164
num_leaves=31
num_cat=0
split_feature=12 12 12 21 23 22 13 6 18 20 16 23 13 13 20 20 21 13 20 21 6 21 9 9 23 0 5 22 17 22
split_gain=0.0581357 0.446598 0.368207 0.207984 0.145227 0.164202 0.313443 0.231623 0.458969 0.279635 0.368205 0.231484 0.229332 0.225203 0.212523 0.283307 0.203001 0.461313 0.201377 0.193446 0.192164 0.184887 0.528429 0.17288 0.142691 0.134954 0.607263 0.302391 0.212429 0.443525
threshold=149.09269374785001 145.97209859650005 150.73104262400003 4.6253815007000005 0.41214500000000009 -0.10623499999999998 104.08096806215002 16.395383075500003 14.613481077900001 42.779078631750004 21.734949174200004 0.11660000000000002 108.49810477050001 106.92266830605001 42.719328117250008 43.847983878700006 11.859661033550003 117.55283175385001 42.824128352900011 3.8781687083500005 16.375382608200002 8.3620534552000017 202.86075815500001 187.11236276785004 0.089505000000000015 86.329079026800017 22.468249633400003 0.066710000000000019 188.95754880325003 -0.048954999999999992
decision_type=2 2 2 2 2 2 2 2 2 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 5 6 23 8 12 10 -9 14 13 -8 16 18 21 -18 -16 -12 -17 -7 -23 24 -1 26 -4 28 -28 -30
right_child=2 3 25 -5 -6 11 7 9 -10 -11 19 -13 -14 -15 15 20 17 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.10221306963636662 -0.082343415923451679 0.1052417754197279 -0.08818151538353472 0.0080372998969184088 0.050002056180729448 0.00035986661832846436 0.079394373685888198 -0.099272834247951566 -0.0017489775402900242 0.078106708967005056 -0.024601164491025954 -0.05653294422239219 0.08148581465698973 -0.10123102131660436 -0.017963682609959435 -0.021871306383414727 -0.090072688981728169 0.014106144723294465 -0.10410144473606549 0.034356376980890585 0.07694522305305973 0.074970077766934234 -0.020618910778492705 -0.10413961605862809 0.098951438786066895 0.0018132983125344754 0.0054030645309447933 0.069200197798291049 -0.0086939707516054225 -0.088549181633165552
leaf_weight=0.055896701378059244 0.56987360750463167 0.61267676932402437 0.93165124708502745 0.34354728160542436 0.59750885266112064 22.247385988258216 0.13013771091937165 0.41628247409971741 1.7518243989907203 0.38666934153297905 1.1816870244219901 0.78777587424701678 1.7524064390454439 0.14699401399411727 0.47762445542321008 0.65445036227265507 0.76744130196311633 0.95269880816340446 0.62862024627429491 1.0519345870707182 0.28141759818208811 1.2297450955229572 1.0917512658052144 0.33387369383308396 0.095512501371558756 32.80034712424083 5.4457490951554028 0.53642226222291434 3.6371848929461521 0.85997075035629666
leaf_count=58 30 36 34 25 26 546 8 176 40 42 20 36 48 120 8 103 35 8 100 21 38 41 19 117 8 1798 271 36 138 48
internal_value=-3.41637e-05 0.00284398 -0.00247492 0.0703186 0.0011011 0.000298874 0.013706 0.0192331 0.0357501 -0.00133515 -0.0129272 -0.00306373 0.068118 -0.0164115 -0.00157697 -0.0326525 0.00083696 -0.0323733 -0.0669112 0.00316517 0.00784305 0.00316211 0.0300166 -0.0639457 0.0246863 -0.00144544 -0.0108125 -0.00393413 -0.00787974 -0.0239643
internal_weight=82.7571 37.9759 44.7812 0.956224 37.0196 36.4221 7.30322 6.81794 3.78136 3.03657 2.6499 29.1189 2.02954 0.277132 28.3311 2.04211 26.289 1.72014 1.10624 2.23362 0.935868 24.5689 2.3215 0.485283 0.151409 44.2113 11.411 10.4793 9.9429 4.49716
internal_count=4034 1679 2355 61 1618 1592 658 475 216 259 217 934 176 128 898 249 649 43 108 41 141 606 60 183 66 2325 527 493 457 186
is_linear=0
shrinkage=0.1


Tree=165
num_leaves=31
num_cat=0
split_feature=17 13 16 16 8 8 9 20 16 5 12 13 5 16 22 7 6 0 16 0 3 16 10 0 3 7 20 14 23 20
split_gain=0.0555396 0.141867 0.0622689 0.380361 0.453081 0.231238 0.393162 0.20953 0.199464 0.28029 0.19121 0.29741 0.174823 0.169877 0.34446 0.444689 0.400054 0.26154 0.215151 0.320862 0.254395 0.198743 0.149686 0.633864 0.421634 0.678041 0.575207 0.517124 0.293496 0.282114
threshold=162.13109061465002 120.87576600310001 15.584963555600002 17.809958352600002 8.1436447804000007 8.0437227585500022 188.63457064660003 37.198331469900005 18.094957686100003 18.331264779650002 206.61091615435004 102.94912718925001 14.711207928400002 18.634956423400002 -0.096529999999999991 25.115444054700003 9.8852309668500009 94.114853772600014 18.754956142750004 94.047642319350018 85.788698942600021 18.554956610400005 66.590419433100024 90.297243227400017 84.812788641250009 24.385896469550001 39.011793722550003 171.16849715720005 0.089415000000000022 41.898943182100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 5 6 -4 -2 9 -5 -9 12 -12 14 15 21 -16 -18 19 20 -15 -10 23 -20 -24 26 27 -26 -25 -28
right_child=2 -3 3 8 -6 -7 -8 10 13 -11 11 -13 -14 18 16 -17 17 -19 22 -21 -22 -23 24 28 25 -27 29 -29 -30 -31
leaf_value=-0.10226326503597286 -0.088598125076797846 0.049733099715509169 0.01101676578471482 -0.011449187160981939 -0.10381106966398057 0.063569649371992373 -0.10229089975535677 0.0044755430666951809 -0.10580389027034064 0.085096289739226227 0.02968193656897003 0.097117595508471835 -0.10157388253351214 0.098858458779991887 0.10053805315276579 0.087745015113894098 0.043179354683050578 -0.10589348926628826 -0.000677171458200673 -0.009217285703076351 0.010681802094768544 0.075700993992807816 0.0046381105802034929 0.092473353125577945 -0.032678006540271719 -0.10565089409278611 -0.11218808837255785 0.059450780811127403 0.017129065327517786 -0.0064920781774966442
leaf_weight=0.16558763772650209 0.22751234458223635 0.097600687295198441 0.85866221648484431 0.558074188939371 0.76211428412352678 0.3346644552075303 0.47599119070218876 11.52505886063568 0.2633562057671951 0.65205522571341135 0.34754728570817295 0.58018135835482099 0.14332210952352398 0.79060900025069647 0.12988997770298638 0.4412554181762971 0.13594376500259364 0.87652083701686934 47.417262012266292 1.1687125507742164 0.5582021998197888 0.078252907609567046 6.8781286383455136 1.0638878415338688 1.2191563951782889 1.0369076815550213 0.69771847734227754 1.2178934842813758 1.0057963151484726 0.3957670743111521
leaf_count=349 289 4 228 36 89 17 100 572 170 13 360 24 88 19 15 9 25 117 1111 24 29 9 68 41 22 88 40 29 18 31
internal_value=-3.30865e-05 -0.045897 0.000114406 -0.00107459 -0.0399235 -0.0107561 -0.0293933 0.00651358 0.000344019 0.0405725 0.00823149 0.0486475 -0.00864162 -0.00040063 -0.0296648 0.0214311 -0.0646813 -0.0858775 0.000487313 0.0291352 0.0623668 -0.0642263 -0.000696322 0.00168731 -0.0110024 -0.0345555 -0.013675 0.0133625 0.0558586 -0.0739334
internal_weight=82.1036 0.263188 81.8404 69.0168 2.43143 1.66932 1.33465 12.8236 66.5854 1.21013 12.5961 1.07105 0.490869 65.3753 1.92522 0.782865 1.14235 1.01246 63.45 2.51752 1.34881 0.341609 60.9325 49.4869 11.4456 4.56744 3.53054 2.43705 2.06968 1.09349
internal_count=4034 353 3681 2348 434 345 328 1333 1914 49 1044 472 448 1865 345 188 157 142 1520 72 48 179 1448 1170 278 210 122 51 59 71
is_linear=0
shrinkage=0.1


Tree=166
num_leaves=31
num_cat=0
split_feature=20 23 20 22 19 22 18 22 8 19 23 17 23 0 6 13 17 21 5 21 23 18 3 7 6 3 17 22 20 9
split_gain=0.0552511 0.101537 0.100009 0.36221 0.0935546 0.127714 0.137949 0.0633845 0.312939 0.329732 0.350387 0.362997 0.302514 0.232859 0.717547 0.626057 0.337816 0.688546 0.604018 0.603374 0.238369 0.286646 0.347452 0.302802 0.236038 0.225273 0.245609 0.223517 0.563445 0.479206
threshold=32.724174661450007 0.088555000000000023 34.654301448200009 0.23835000000000003 13.951125619400001 0.10957500000000002 13.975517741000003 -0.079634999999999997 8.9430209551500024 14.351157895250003 0.087715000000000029 192.94032447935004 0.09551500000000003 93.399723909900004 14.845346859150002 111.12203990580001 201.25367619745001 5.3866163921000005 20.204934414350003 9.6671863198000008 0.10469000000000002 14.254777969200001 84.643415779050017 23.974509389900003 14.385336111050002 93.337889372900023 195.92600399440002 -0.085584999999999994 42.047301293400004 195.41812862360004
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 9 13 11 -11 -12 15 20 -9 17 18 -17 -19 21 -15 24 -24 -23 26 -14 -4 29 -29
right_child=2 -3 7 -5 -6 -7 -8 8 -10 10 12 -13 25 14 -16 16 -18 19 -20 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.029532119190084263 0.06899381158707657 -0.092089024871586822 5.7174517641444809e-05 -0.11491988981857376 0.09936180061207113 0.088267378892164003 -0.10258822853806698 -0.11354500011376444 -0.058037768365315635 0.016234277538499688 -0.038818943815693591 0.081929305144192138 0.064648707501190811 0.076218782513033045 0.0718203044655817 -0.0061915787371226091 -0.076761272936113359 -0.10792285793578889 0.078313762377835036 -0.011746881953690315 -0.048720895423443142 -0.00017012870449154319 -0.00084209599743044873 -0.10704147933655779 0.049445680711031254 -0.0050059156000410165 0.013674325470192232 -0.01975442866507517 0.00091203582986334542 -0.11935984527545838
leaf_weight=0.11376983517629824 0.081724811222556037 0.17306769774882014 31.352057090995341 0.13708707708792645 0.35129843710456043 0.17801957263873192 0.10982552283985569 0.598234216931817 0.84095617487764585 1.9690232169814401 1.2509439671994176 1.4682587537135985 1.3421414755284766 0.49956985541076449 1.4559018202126015 1.8488621472497437 0.6698126414848965 0.74902400390601531 1.5590865174135613 5.0518913255345979 0.99720630536421495 13.926773243242112 0.52057140898250398 0.55441974291898077 1.029724291700403 3.5034117326285923 3.1963421190157533 1.0599052276816134 3.8324570067711647 0.88741620397195209
leaf_count=143 27 55 1907 14 21 7 57 115 92 25 49 128 18 19 35 36 20 58 90 74 79 538 4 73 13 58 44 31 130 74
internal_value=-3.86074e-05 -0.0438498 0.000116495 0.0340771 0.0624118 0.0272885 -0.0293829 -0.000246969 0.00236506 0.00356902 0.0170176 0.0442964 0.00692764 -0.00224213 0.00436242 -0.0142096 -0.008194 -0.00320672 0.0324684 -0.0241653 -0.00124065 0.00162351 -0.000701008 -0.0556137 0.00324582 0.0140437 0.0287487 -0.00327406 -0.0213441 -0.0651457
internal_weight=81.3088 0.286838 81.0219 0.857955 0.720868 0.36957 0.19155 80.164 43.0322 42.1912 12.7301 3.43728 9.29284 29.4611 18.9842 10.4769 9.87868 9.20886 3.40795 5.80092 17.5283 16.5311 16.0315 1.07499 14.9565 8.0419 4.53848 37.1318 5.77978 1.94732
internal_count=4034 198 3836 126 112 91 84 3710 1568 1476 322 153 169 1154 761 393 278 258 126 132 726 647 628 77 551 120 62 2142 235 105
is_linear=0
shrinkage=0.1


Tree=167
num_leaves=31
num_cat=0
split_feature=9 22 15 20 14 18 5 5 17 17 23 4 23 20 5 6 22 0 21 18 18 5 9 9 6 20 17 8 20 9
split_gain=0.0586916 0.267161 0.189396 0.211169 0.106411 0.0718279 0.192905 0.155563 0.117487 0.146568 0.141081 0.115216 0.221819 0.114465 0.105593 0.166963 0.184934 0.118567 0.301478 0.125442 0.415233 0.155522 0.147076 0.140363 0.284414 0.211086 0.209387 0.191883 0.151435 0.360344
threshold=223.29399794390005 -0.0019399999999999999 37.050691080100002 41.741384785950011 287.57399983670007 16.587089536200001 15.120347274900002 14.793211491700001 208.33805927010005 210.19483915710003 0.084565000000000015 377.6847677435 0.10249000000000003 41.218101594450012 13.154029769200003 11.075258771650001 -0.16276499999999997 97.991610396700011 6.7825386038500008 15.343833331950004 15.170421401500002 16.569990495050003 209.54955617820002 214.31567825310003 14.185331438000002 41.605323437500005 196.54125635090003 8.1436447804000007 43.426640904350009 204.99169312540002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 8 7 -7 11 10 -10 14 13 -13 15 16 -1 19 -19 20 21 -16 -21 24 27 26 -25 -23 -26 -30
right_child=1 -3 -4 -5 -6 6 -8 -9 9 -11 -12 12 -14 -15 17 -17 -18 18 -20 22 -22 23 -24 25 28 -27 -28 -29 29 -31
leaf_value=0.055666434216587485 -0.034334088505212461 -0.082544967007908518 0.097324732638693526 -0.072477298045745361 0.08240607261800928 0.0096336500099156192 0.069478177382043177 -0.10685841234999026 -0.02451070396029905 -0.0060957746511509682 -0.105254284974007 -0.00064341684778649309 0.052017250084837312 -0.10792780074449476 0.034326846487431555 0.090620430417132858 -0.10080491763334493 -0.0070735290627922569 -0.092467466093115611 0.037541414698254158 -0.07248005874057617 -0.018099532313059236 0.00044643314869249125 0.013380932461136218 -0.0010132750804802341 -0.014052153366765005 0.085959481630193901 -0.1060328060825841 0.0048990648419508665 0.09257496454239196
leaf_weight=0.17485865221829044 0.10664679885121564 0.20366144088256888 0.39198447210947052 0.21165976779957418 0.29150854020144834 1.2164803424948321 0.5389248681231037 0.12656070687808085 0.63783326545353647 2.5263920433667408 0.32751236458898347 0.13991660652254623 0.18432940849970691 0.3438403329951143 1.3711446426532337 0.3278945634210686 0.13297862357307977 5.5772888067713202 0.44652973485563041 2.0062502465771095 0.77822986315004428 0.63372891337530635 2.2875258906569798 0.90705917778541267 53.67257050998478 0.958644055208424 0.70757496022270061 0.40787873661611229 2.3696985886417674 0.58436437466298219
leaf_count=61 20 33 26 58 49 696 31 7 20 116 41 33 14 188 32 20 223 194 90 31 30 122 24 29 1450 34 30 21 296 15
internal_value=-3.38348e-05 0.0218659 0.0430922 0.00823188 0.051137 -0.000366378 0.0189369 -0.00134391 -0.000835103 -0.0187603 -0.0519045 1.05695e-05 -0.0413295 -0.076898 0.000387132 0.0409651 -0.0119256 3.23362e-05 -0.0134036 0.00124604 0.000108237 0.0010251 0.0177789 0.000267126 -0.000752528 0.023118 0.0451868 -0.052533 0.000199937 0.0222429
internal_weight=80.5915 1.20546 1.0018 0.609815 0.398155 79.386 1.88197 1.34304 77.504 3.49174 0.965346 74.0123 0.668086 0.483757 73.3442 0.635732 0.307837 72.7085 6.02382 66.6847 62.3909 61.6127 4.29378 60.2415 57.6682 2.57328 1.61463 1.04161 56.6266 2.95406
internal_count=4034 186 153 127 69 3848 734 703 3114 177 61 2937 235 221 2702 304 284 2398 284 2114 2059 2029 55 1997 1904 93 59 143 1761 311
is_linear=0
shrinkage=0.1


Tree=168
num_leaves=31
num_cat=0
split_feature=17 15 7 10 16 15 2 0 20 2 19 20 7 7 23 19 21 6 20 4 15 17 4 21 15 5 4 7 16 9
split_gain=0.0623285 0.1094 0.061158 0.127505 0.202413 0.162375 0.111629 0.102331 0.098798 0.136006 0.0763192 0.162144 0.0738939 0.150459 0.119435 0.0931672 0.481387 0.298644 0.157996 0.120543 0.426819 0.400007 0.266187 0.231387 0.485178 0.413891 0.259472 0.192073 0.341244 0.207626
threshold=160.21442126885003 35.098844929350008 19.078733418100004 61.622148808000013 22.794946695500006 43.030193406950012 319.18044405035005 83.941728207000011 48.226196960950006 121.84632764400003 14.651182102100002 41.685324604100011 22.061824394000002 22.181995028450004 0.10661000000000002 14.551174033150001 5.4279412736500001 16.485385178400005 41.827117825850003 244.52697497700004 38.992510055900006 187.51563899930002 224.82737758030004 11.859661033550003 36.548474543700003 21.454033346250004 224.82737758030004 22.977992916200005 22.624947093000003 191.72037998490001
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 -6 9 -2 12 -12 14 -14 -5 19 17 -17 -18 20 23 -22 -23 25 26 -15 -25 28 -21 -29
right_child=2 -3 3 10 5 -7 -8 -9 -10 -11 11 -13 13 15 -16 16 18 -19 -20 27 21 22 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.10263032756617596 0.071991418865113774 0.10111555156861254 -0.10502864746236923 -0.01263552444165689 -0.0094769449922698888 0.053123432623612271 -0.10060444788859571 -0.10434728561596535 0.096312620787713091 -0.10087539596191419 0.03976224233047225 -0.014358178760628164 0.048611022553563359 0.0057317016120638532 -0.10641116318270766 -0.086497782453519384 0.062794525872725535 -0.015769642219565838 0.0012001598398580769 -0.088683359013930263 -0.0055194852403159834 0.095669241933236948 0.030292707752710913 -0.10007297024191181 0.013523720562133027 -0.047118467964759991 -0.014265184964580247 -0.055857387881200808 0.0086628898904918157 -0.00091201984308997416
leaf_weight=0.13094696125790406 0.10748827324641652 0.032993759959936142 0.29392182497531283 1.4988948217098812 0.336071856720082 0.28139678783190902 0.053189664064120734 0.17182787539786659 0.23467815257117763 0.078936503456361606 1.392971629276871 0.91865986636548758 0.63843648245892737 31.722660359355814 0.14934840611385869 0.94798365313181365 0.7051532920449971 1.6124098217114804 1.0171747703861909 0.71645611973508738 1.5110032347729419 1.1275973681476901 1.3911499321329754 0.90184765638787145 1.5485618058592079 1.5544202122837294 0.5784210321298815 0.70563407603981687 0.72399369629420107 27.110507500591211
leaf_count=277 36 1 149 311 57 21 32 20 15 85 37 17 34 965 10 34 35 21 33 67 27 24 30 72 18 23 20 604 33 926
internal_value=-2.91927e-05 -0.0616256 9.69857e-05 -0.000116458 -0.0341908 -0.00781195 0.0358994 -0.0415726 0.0531413 -0.00120433 0.000353893 0.0182544 -0.000189416 0.000273849 -0.0211326 -0.000143887 -0.0144593 -0.0419567 0.026418 0.000737086 0.00428161 0.035158 0.0595606 0.0008545 -0.0256071 0.00326299 -0.0665432 -0.0041497 -0.0397555 -0.00230586
internal_weight=80.1947 0.163941 80.0308 79.5565 1.08322 0.789297 0.474293 0.5079 0.421103 0.186425 78.4733 2.31163 76.1617 74.5134 1.64824 73.875 4.28272 2.56039 1.72233 69.5923 40.3357 4.02975 2.51875 36.3059 3.02883 33.2771 1.48027 29.2566 1.44045 27.8161
internal_count=4034 278 3756 3588 247 98 168 77 136 121 3341 54 3287 2966 321 2932 123 55 68 2809 1179 81 54 1098 110 988 92 1630 100 1530
is_linear=0
shrinkage=0.1


Tree=169
num_leaves=31
num_cat=0
split_feature=9 22 10 20 2 6 22 22 22 15 21 19 21 3 18 10 15 6 20 7 21 15 22 20 21 22 18 7 2 0
split_gain=0.0519846 0.226876 0.177659 0.243047 0.088453 0.0688 0.12274 0.157539 0.0670601 0.29668 0.512397 0.356854 0.250024 0.235563 0.656272 0.323382 0.21435 0.650209 0.202051 0.349251 0.314448 0.303722 0.44632 0.550972 0.596581 0.346268 0.274917 0.321614 0.561186 0.373455
threshold=223.29399794390005 -0.0019399999999999999 67.300172379550006 41.741384785950011 185.01730422545003 18.335428404350001 -0.075639999999999999 -0.13734499999999997 -0.067109999999999989 41.800301886400014 11.192543930900003 14.651182102100002 18.593782865600001 93.281431752200021 13.142272494650003 61.950140699950005 42.246988155050012 16.395383075500003 41.872294782850005 25.603371256250004 2.6684450811500002 38.884669609800007 -0.096529999999999991 42.719328117250008 11.798219863050003 -0.08786999999999999 12.885811969150001 22.575645983950004 69.881082014850008 85.705356740550016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 8 7 -7 12 11 -11 13 16 -10 15 -15 18 -18 19 26 -20 22 -22 -24 -25 -23 -1 29 -29 -28
right_child=1 -3 3 -5 -6 6 -8 -9 9 10 -12 -13 -14 14 -16 -17 17 -19 20 -21 21 25 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.071360458237824331 0.092205366627796034 -0.078617932419891207 -0.031214501530168828 -0.10170597742010837 0.076225876097458872 -0.06266772466194398 -0.10213851105405303 0.073831406486237428 0.0012001228955143726 0.057152779034647105 -0.011903325021778743 0.080351855306683234 -0.076024532494361599 -0.029954825595058868 -0.10930469547366933 0.049050894697831943 -0.10143223062144852 -0.0068775516735265444 0.063208324012411152 -0.069774064837800603 0.018989057652475706 0.0082562117330224009 0.0056631309643178805 -0.11194164175982753 0.0063332760034318925 0.07911092375890541 0.0046078915247136426 -0.095892961089450779 -0.00094417190634146818 0.09562289932197969
leaf_weight=0.55730995659360516 0.3974307089811191 0.1890575877187064 0.10567560149138444 0.15481265164999058 0.27875035597844544 0.18677773739909753 0.18436203690543962 0.15448846222352586 26.202022557086714 2.5033565980738777 1.882495343321352 0.53803451883140851 0.45987321720258378 1.4286872457341813 0.75121550812036719 0.81284267441515101 0.82096835861011541 6.371113185534341 1.0724017555319267 0.78638119002357498 4.4950354477080028 1.8838937236578206 2.3376412671059379 1.140072312362008 0.68133098653743207 1.0880913732107718 1.1979587949090298 0.64284853038407419 19.650113301527654 0.7228663802493428
leaf_count=137 25 33 22 57 49 36 101 13 957 99 34 18 58 94 40 36 74 143 125 333 700 41 45 92 17 16 111 62 431 35
internal_value=-2.98171e-05 0.0213071 0.041476 0.00408726 0.0466914 -0.000335595 -0.0363932 -0.000875666 -9.26915e-05 0.00323303 0.0275125 -0.000348406 -0.00267695 -0.00183564 -0.0284143 -0.0013051 -0.0019006 -0.0176709 0.00122774 -0.00425317 0.0113956 0.00661635 -0.00285549 -0.0264648 -0.0676986 0.0341973 -0.00199046 -0.000250074 -0.003952 0.0388597
internal_weight=79.6779 1.12573 0.936669 0.539239 0.384426 78.5522 0.525628 0.341266 78.0266 34.1187 4.38585 29.7328 43.9079 29.1948 2.99275 2.24153 43.448 7.19208 36.2559 23.5575 12.6985 11.6261 8.65408 4.15904 1.8214 2.97199 22.7711 22.2138 20.293 1.92083
internal_count=4034 186 153 128 71 3848 150 49 3698 1278 133 1145 2420 1127 170 130 2362 217 2145 1109 1036 911 854 154 109 57 776 639 493 146
is_linear=0
shrinkage=0.1


Tree=170
num_leaves=31
num_cat=0
split_feature=18 16 15 15 6 8 3 10 17 21 22 20 8 16 17 5 19 0 5 7 8 20 22 22 13 22 13 9 15 9
split_gain=0.0553493 0.122278 0.172448 0.108318 0.103556 0.11305 0.0588483 0.224369 0.326063 0.219132 0.186962 0.162972 0.160013 0.156026 0.131425 0.22284 0.108525 0.106318 0.15746 0.164653 0.130685 0.106032 0.245928 0.299966 0.301012 0.234577 0.594428 0.409301 0.28259 0.193959
threshold=17.138111898250003 17.684958644900004 20.729785921300003 11.939171177750003 12.26528657645 7.5441126493500006 81.715684874950014 75.408562100950022 187.61467154115005 6.7825386038500008 -0.08786999999999999 41.092444989200011 8.3434888241000014 15.454963859600001 205.10400128480003 13.154029769200003 13.751109481500002 96.959242474650011 16.424511567200003 25.271514403800001 8.3434888241000014 40.00488309970001 0.20167500000000002 0.070580000000000018 117.54207792135001 -0.070909999999999987 109.63263410155001 216.0493559571 38.483556206400003 192.31210988165003
decision_type=2 2 2 2 2 2 2 2 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 -5 9 17 -9 14 11 -11 -10 -13 15 -1 -16 18 19 -8 -19 22 23 25 -25 26 27 -20 -28 -27
right_child=1 -3 -4 4 -6 -7 7 8 12 10 -12 13 -14 -15 16 -17 -18 20 21 -21 -22 -23 -24 24 -26 29 28 -29 -30 -31
leaf_value=0.07669041208319155 -0.10390771738789682 0.10080660163100892 -0.10085678203489967 0.05115994164160953 0.093001532824006583 -0.1015607391589551 -0.0095563911267752336 -0.0062703495246036528 0.087030827228832985 -0.10220703104729696 -0.10344703338511439 0.099821276261641667 0.0046103143020446167 -0.1006937885306166 -0.10259350290205599 -0.0043872653734214392 0.020683134312656386 -0.047445534233736625 -0.096589995614666926 0.10100637721383265 -0.0029546830744712239 -0.0025500055206140598 0.046687890897277068 -0.085586610738618549 0.0088425963825794485 -0.003533688981086225 0.023435826863530899 0.070932836689821283 -0.022646129590423111 0.030620390643281765
leaf_weight=0.35791092870067487 0.052767890925564553 0.17218462476012064 0.12229316671118795 0.13585663616754573 0.23663213799591176 0.075355130973548512 0.23566049181681492 1.2356333597344922 0.93223151217966893 0.10668802247255371 0.42608850148621957 0.15580552537369385 0.31519156298600137 0.051677660146879134 0.23033646605017555 6.413205631614801 0.10350030963309109 1.0487138070075155 0.97948400200721042 0.31438913839519955 1.7821884825825689 47.147364887176536 1.4062903642770823 0.72950256321928353 0.62833547499030828 2.4700206664929309 3.7371422942378558 0.17136190453311428 2.0666500877123326 5.0874442791100591
leaf_count=176 354 18 72 177 20 61 46 60 68 47 128 94 17 37 59 211 10 37 170 11 16 1631 67 39 10 41 197 12 57 91
internal_value=-3.44243e-05 0.0262168 0.00559854 0.0316042 0.0475711 -0.00332702 -0.00030156 0.000615321 0.0301395 -0.00851617 -0.0602934 -0.00176712 0.0662053 0.0498792 -0.00312154 -0.000101623 -0.0643737 -0.000465879 0.000360667 0.0536374 -0.0194364 -9.42104e-05 0.00660773 0.00305609 -0.0418898 0.00726149 -0.00599194 -0.0716457 0.00702668 0.0194577
internal_weight=78.9279 0.79509 0.622905 0.500612 0.447844 0.211212 78.1328 70.2876 2.48306 7.84521 0.74026 0.314171 1.24742 0.207483 7.10495 6.77112 0.333837 67.8045 64.9736 0.55005 2.8309 64.4236 17.2762 15.8699 1.35784 14.5121 6.95464 1.15085 5.80379 7.55746
internal_count=4034 702 684 612 258 238 3332 2570 145 762 306 178 85 131 456 387 69 2425 2372 57 53 2315 684 617 49 568 436 182 254 132
is_linear=0
shrinkage=0.1


Tree=171
num_leaves=31
num_cat=0
split_feature=21 19 16 18 17 21 15 2 2 2 12 20 21 4 2 20 22 16 5 6 4 6 15 20 8 16 3 23 22 18
split_gain=0.051341 0.28621 0.500735 0.253682 0.187564 0.075676 0.10276 0.213923 0.119065 0.0889125 0.516099 0.441689 0.305589 0.271723 0.33855 0.299258 0.230363 0.191711 0.309336 0.62898 0.409402 0.222604 0.179158 0.163742 0.156726 0.144161 0.162985 0.144061 0.223499 0.134649
threshold=15.803805445550003 14.351157895250003 22.604947139800004 13.754580103150001 203.72643944000004 15.309137451250002 46.074827201850006 258.06114663960005 184.38272419390003 189.28685862455004 212.27786901720003 41.571132012400007 4.1284891430000012 313.22340827140005 207.97896528700002 40.00488309970001 -0.061874999999999999 15.709963263300002 21.386268748550005 16.385382841850003 286.25887787650009 16.495385412050002 43.890399822900008 35.419594101850009 7.943800736700001 22.574947209950004 93.499196860750018 0.095750000000000016 -0.037054999999999998 11.862896247150001
decision_type=2 2 2 2 2 2 2 2 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 9 8 -8 10 22 13 24 14 16 23 -11 -14 20 -20 -19 -21 -1 -15 -13 26 -23 28 -16 -28
right_child=1 -3 -4 4 -6 -7 7 -9 -10 11 -12 12 17 15 27 -17 -18 18 19 21 -22 25 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.00023079352670330795 0.04489348697356102 0.069687845957761604 -0.11174190189131923 -0.10432689909254476 0.078562602193678499 -0.039918742982389649 0.0024093285943521388 -0.0036538081774935499 -0.10588481155466861 0.015461653334519333 -0.092032419325396853 0.042390091893224617 0.069511062188800349 0.090756304233096427 -0.09571945708372101 0.089694914921364124 0.082690504378986576 -0.0014029482929973911 0.090317183012796787 -0.040377371066414008 -0.10191454731597788 0.10679508906269415 -0.060274830513795168 -0.071940631332710628 -0.087628694464270213 -0.0053319240968399632 0.058963793680171843 0.017911812810546903 -0.0058906374305783878 -0.10565623897772103
leaf_weight=59.639066270800754 1.0191637709995114 0.67189033097383788 0.36185111105442036 0.22819891094900402 0.074343769595543563 0.48346951836924645 0.13775299898406901 1.5786920845857819 0.38604139651579317 1.1090198965971469 0.61917232981067982 0.10793831154228417 0.35142417882695998 0.088102108806708546 0.37233333486165054 1.1124524811882563 0.94312759968852145 0.98996852338314034 0.76181877125054631 1.4137200366239997 0.68610023456812996 0.29103483259677876 0.4934259909496167 0.20766796363523099 0.65715253100279369 1.2073445688365607 0.11908494420367788 1.2004267371958119 1.0815068631854958 0.085260277402994689
leaf_count=2494 39 28 9 100 33 40 35 70 62 53 13 52 241 50 47 125 61 4 29 26 76 2 28 119 84 15 29 13 33 24
internal_value=-3.1184e-05 0.0145093 -0.00751193 0.0210237 -0.0593855 -0.000481104 -0.000229028 -0.0220274 -0.0774045 0.000394204 -0.00120097 0.00797384 -0.00982101 0.0273874 0.0158563 0.0659252 0.0463587 -0.00211735 -0.0066493 0.00886481 -0.0425475 -0.0110463 -0.000265694 -0.0234775 -0.0692858 0.0133063 0.0587317 -0.00772661 -0.0288961 -0.00972169
internal_weight=78.4786 2.35545 1.68356 1.32171 0.302543 76.1231 75.6396 2.10249 0.523794 73.5371 60.7517 12.7855 6.67085 6.11464 4.70641 1.40822 2.05215 5.90576 5.55433 3.87826 1.67607 3.11644 60.1325 0.29577 0.765091 1.70272 0.49538 2.65427 1.45384 0.204345
internal_count=4034 209 181 172 133 3825 3785 167 97 3618 2535 1083 582 501 207 294 114 446 205 125 80 96 2522 169 136 70 55 93 80 53
is_linear=0
shrinkage=0.1


Tree=172
num_leaves=31
num_cat=0
split_feature=20 23 20 22 19 22 18 15 9 19 16 21 9 21 4 16 0 6 6 5 12 9 13 22 20 20 16 5 8 2
split_gain=0.0511109 0.0869164 0.086267 0.340332 0.0717093 0.0998344 0.121643 0.0588889 0.0554235 0.13506 0.146702 0.135737 0.201329 0.134927 0.183836 0.134133 0.133576 0.283777 0.15682 0.243021 0.116215 0.159237 0.131493 0.11859 0.177729 0.115552 0.109012 0.0838435 0.166882 0.0703661
threshold=32.724174661450007 0.088555000000000023 34.654301448200009 0.23835000000000003 13.951125619400001 0.10957500000000002 13.975517741000003 27.806359898650005 186.68586460755003 14.551174033150001 22.794946695500006 15.803805445550003 182.80199813410005 5.1781607048500016 209.52275111965002 22.694946929300002 85.732241321850012 16.555386813950005 16.625388449550005 31.312564341900003 95.360362796200008 186.16747084260001 117.70876232545002 -0.071864999999999998 48.86568841230001 37.999598532650005 17.144959907600004 20.911722254300006 8.4434108459500017 189.28685862455004
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -1 9 10 11 13 26 14 27 20 17 -10 -19 25 -15 22 23 -22 -25 -20 -13 -4 -29 -18
right_child=2 -3 8 -5 -6 -7 -8 -9 16 -11 -12 12 -14 15 -16 -17 29 18 19 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.10082856740916864 0.067662827935936878 -0.09078586001557204 0.024369828223652423 -0.11416344225388064 0.098393361841150925 0.085566360864479468 -0.10212196306020248 0.069262928680355995 -0.10316320709422683 0.058366429692870939 0.10085925930456484 0.057967538093170845 0.096531123357760762 -0.090786139322202447 0.073530778040313022 -0.10713257839009933 -0.0020408382574240522 0.019849858225362574 -0.0099650646746430229 0.081316724732424989 -0.0082861487084927611 0.10209530216990413 0.076206868168168629 -0.10829586614592389 0.076209333026001552 -0.10255265903329554 -0.1035497528507931 -0.11003652450433923 0.00071845008805090287 0.005749718740783517
leaf_weight=0.027336114063699735 0.079212989081496654 0.15867028200045752 0.95961291168168772 0.1301563584820542 0.30423546797828749 0.17064878585370025 0.090303000967310254 0.079702690745762084 0.38925457086224868 0.4976034530554897 0.15409539267420758 0.07155469188171526 0.33816586900502443 0.16992703703545053 0.45647625883282206 0.14836292597465206 52.689628308561623 0.89688443287377573 0.20796504663303494 0.12941743456758559 2.7611730230520393 0.13091982528567303 0.16640517029736646 0.26393256043468216 0.065082258138545512 0.38310837699827971 0.10044371674530339 0.16158282300875704 0.86078073084354401 14.864628110575721
leaf_count=107 27 55 33 14 21 7 57 36 112 38 9 82 13 15 307 8 1372 18 12 9 383 3 25 226 28 105 40 212 3 657
internal_value=-2.685e-05 -0.0438105 0.000122989 0.0333291 0.0631198 0.0315719 -0.0227834 0.0258241 -0.000211616 0.00807383 0.00439818 0.00216444 0.0517293 -0.00195099 0.0163173 -0.0139717 -0.00108185 -0.0265077 -0.00805894 -0.0428005 -0.0100864 -0.00603833 -0.0103855 -0.0150484 -0.071799 -0.0699764 -0.0363554 0.00314031 -0.0167862 -0.000326605
internal_weight=77.9073 0.265709 77.6416 0.774557 0.6444 0.340165 0.169516 0.107039 76.867 7.30612 6.80852 6.65442 0.510164 6.14426 2.43845 3.7058 69.5609 2.00663 1.61738 0.720491 3.55744 3.38751 3.25659 3.09019 0.329015 0.591073 0.171998 1.98198 1.02236 67.5543
internal_count=4034 198 3836 126 112 91 84 143 3710 1425 1387 1378 135 1243 555 688 2285 256 144 126 680 665 662 637 254 117 122 248 215 2029
is_linear=0
shrinkage=0.1


Tree=173
num_leaves=31
num_cat=0
split_feature=8 14 12 17 19 9 17 8 22 20 22 5 9 4 9 4 15 8 21 7 7 7 0 3 9 12 20 23 17 12
split_gain=0.0473421 0.16673 0.264684 0.219166 0.216367 0.155402 0.149349 0.0947404 0.0671378 0.149463 0.0973592 0.257739 0.194308 0.382623 0.160559 0.135931 0.237768 0.133299 0.153869 0.0786773 0.236591 0.121243 0.095254 0.093176 0.0913445 0.0878354 0.0838934 0.132816 0.0758865 0.256513
threshold=8.8430989333000021 168.39662374755002 113.54869230380002 182.50770257345002 14.351157895250003 220.36679399970004 189.43751236195004 9.4426310644000022 0.27538000000000007 38.244973486750006 0.10957500000000002 23.042623356550003 197.02865361825005 202.67232305910002 194.56033515110002 191.71186625420003 38.62622401090001 8.4434108459500017 3.4801976177500005 22.061824394000002 21.623105384250003 22.181995028450004 91.394134144600017 108.47659710545001 66.346857137250012 259.15561776220005 48.86568841230001 0.091645000000000018 191.86029796145002 81.514192512750014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 6 -3 -4 -5 -6 7 -2 10 -10 19 12 14 -14 15 -12 -17 18 -15 20 22 -21 23 24 -1 26 27 -26 -23 -30
right_child=1 2 3 4 5 -7 -8 -9 9 -11 11 -13 13 17 -16 16 -18 -19 -20 21 -22 28 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.061074168819560196 -0.068041682337302054 -0.11553827423681072 0.066064190602139125 0.0069592723498522677 -0.10662733266042833 -0.010829743426113359 0.075736692006811851 0.041882010647937638 -3.9218138521581537e-05 -0.086852940299917317 0.012474614057632394 0.090780523952162614 0.09498111165393601 0.063111218729089827 -0.069285194374381812 -0.11008078620402846 0.10091276071183533 -0.032754774101559185 -0.029666669389190034 0.048182085430305659 -0.094464112606594777 0.0040447316680111076 -0.10260518519203801 -0.10101372373963942 -0.10144753030288577 -0.10490313946661441 0.10101082424331885 0.0084644297223858966 -0.10918197541682756 -0.0021764306504522724
leaf_weight=0.26267667372348968 0.17560843023238648 0.28872927991324138 0.29727605253719946 0.82700345676857956 0.4244399622984929 0.28173789303400554 0.35054881032556295 0.14165230772778159 0.66247132932812647 0.28304893761787753 1.464360542488975 0.40754613319768385 0.62324143604200832 0.48594400819092676 0.41414386629185163 0.23122091371101294 0.069451513700187206 0.6416472177952528 0.28277730950867408 0.52767790277084614 0.34907885870416056 27.824809178314069 0.092503834563103626 0.083509571977628982 0.12431071926675918 0.080429786572494666 0.081467211246490367 0.95107848334009759 0.22533234089496446 38.610379749344133
leaf_count=53 13 19 32 26 42 20 16 33 71 67 38 29 17 41 19 110 3 9 27 28 40 1049 70 184 291 35 3 23 26 1600
internal_value=-2.65491e-05 -0.0128236 -0.0265539 -0.0125179 -0.0277545 -0.0684078 0.0307474 -0.0189624 0.000450393 -0.0260276 0.000789473 0.0148441 0.007498 0.0297297 -0.0132486 -0.00010034 -0.061344 0.000895119 0.0289825 -0.000148745 -0.0195691 0.000436587 -0.00396973 0.00179239 0.00751606 -0.00385436 0.003171 -0.00424096 5.8638e-05 -0.0027973
internal_weight=77.5661 2.787 2.11919 1.83046 1.53318 0.706178 0.66781 0.317261 74.7791 0.94552 73.8336 4.62033 4.21279 2.03361 2.17918 1.76503 0.300672 1.41037 0.768721 69.2133 2.02506 67.1882 1.67598 1.58347 1.49996 1.23729 1.15686 1.07539 66.6605 38.8357
internal_count=4034 201 139 120 88 62 62 46 3833 138 3695 293 264 94 170 151 113 77 68 3402 699 2703 659 589 405 352 317 314 2675 1626
is_linear=0
shrinkage=0.1


Tree=174
num_leaves=31
num_cat=0
split_feature=18 16 15 15 6 8 3 6 23 5 16 23 20 10 22 21 12 0 0 22 20 10 18 15 7 20 20 13 8 7
split_gain=0.0414514 0.111837 0.122686 0.0940845 0.0836385 0.0971423 0.052782 0.302133 0.266795 0.231215 0.162477 0.133012 0.112396 0.104992 0.0880352 0.225343 0.25572 0.124744 0.119751 0.114131 0.296921 0.319916 0.281833 0.170298 0.142915 0.113632 0.174419 0.221161 0.320317 0.286056
threshold=17.323446153950005 17.684958644900004 20.313914079200003 11.939171177750003 12.26528657645 7.5441126493500006 81.105404879350019 12.26528657645 0.11278000000000003 16.078966488550005 15.629963450350003 0.08895500000000002 37.828051409500013 72.378669787950017 -0.50001499999999999 5.2345280387500006 195.38989646780001 86.256490657300006 78.626646483100004 -0.16276499999999997 39.337369931850013 62.020040611300011 13.276755824150003 31.756370566200005 19.078733418100004 39.110279783550006 38.748048509250005 113.97180552410002 8.4434108459500017 23.314707969200004
decision_type=2 2 2 2 2 2 2 2 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 -5 7 -1 -9 10 11 -8 -10 -12 15 16 17 18 -11 20 22 24 23 -16 -22 26 27 29 -29 -21
right_child=1 -3 -4 4 -6 -7 9 8 12 14 13 -13 -14 -15 19 -17 -18 -19 -20 25 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00020077001164762518 -0.10355254015326065 0.1007384021745385 -0.10077237542817939 0.052387936116929851 0.097389011165427919 -0.10151479965171883 0.1009719715253795 -0.10305380843606991 0.06079671496893533 -0.10196448238065239 0.018229120544615375 0.022897873299138859 -0.0440480728645119 -0.10111416172947384 -0.10094867820995473 0.012642039445855173 0.032038250847362761 -0.10762146936085613 0.091694485662771164 -0.053706988127766746 0.019505820989569683 0.084982880282533035 -0.10629046299952175 0.099271389067477206 -0.1031565944985648 -0.0023012417796644548 0.041995145414074522 0.082515746461861841 0.0090928661762575969 0.0023396744338929436
leaf_weight=5.663106232191466 0.048564347244336115 0.15043049305677414 0.093644222716193326 0.11667556520455946 0.16171539871720597 0.063242812120734015 0.49502746254711272 0.58352379944403754 0.18168159702327102 0.059700922123737454 0.3212335665266437 0.39022658705289359 0.23386395629495382 0.095670162710121076 0.058105709424124963 0.95543860965335625 0.24208526581060141 0.56383157180971466 0.068643480619357433 1.0785147078554453 0.29577668822093961 0.87534506693828007 0.2824870525305414 0.15797840312734479 0.13991746185820375 52.88597928745321 1.3748710470972572 0.74482985764916554 2.9376427060342394 5.8508716697360796
leaf_count=613 349 17 62 142 18 57 32 117 13 12 42 17 30 104 96 42 25 36 60 100 91 108 35 12 94 1422 38 39 59 152
internal_value=-2.81461e-05 0.0254307 0.00201698 0.0266856 0.0451993 -0.00171016 -0.000239129 -0.00874384 -0.0594453 0.000571755 0.0423155 0.0665563 0.00179135 -0.00915752 -0.000220944 -0.0215055 -0.056427 -0.0873673 0.00161172 0.000382235 0.0251527 0.0501322 -0.0405331 0.0454316 -0.0198856 -0.000308733 0.0084823 0.00414038 0.0239436 -0.00638363
internal_weight=77.1706 0.634273 0.483842 0.390198 0.341634 0.179918 76.5364 6.66218 0.999069 69.8742 1.30216 0.885254 0.415546 0.416904 68.572 1.8897 0.934261 0.692176 0.128344 66.6823 1.80961 1.31104 0.498571 0.216084 0.435694 64.8727 11.9867 10.6119 3.68247 6.92939
internal_count=4034 645 628 566 217 199 3389 773 160 2616 195 49 43 146 2421 175 133 108 72 2246 436 293 143 108 185 1810 388 350 98 252
is_linear=0
shrinkage=0.1


Tree=175
num_leaves=31
num_cat=0
split_feature=10 16 16 8 5 16 22 17 17 18 13 3 6 23 22 5 7 21 7 18 18 2 22 21 20 8 21 17 16 23
split_gain=0.0410387 0.0914582 0.121931 0.101739 0.0891548 0.217528 0.104071 0.166303 0.0709487 0.0609571 0.0995984 0.0717779 0.175243 0.12713 0.246599 0.127041 0.204555 0.0814626 0.266369 0.603316 0.476894 0.348439 0.312382 0.221096 0.256944 0.267913 0.226994 0.440915 0.4658 0.206929
threshold=81.479100559500012 9.719977270450002 9.2849782877000013 7.1444245619500011 13.154029769200003 14.814965356200002 -0.16276499999999997 239.21206428850002 241.79519611995002 16.587089536200001 101.53768667075001 81.715684874950014 12.26528657645 0.11531000000000002 -0.58559499999999998 16.351273197450002 25.056419190500005 2.3925196316500004 23.203497038450006 13.455547561900003 14.053554955550002 165.44420596670003 -0.06483499999999999 4.5452899713000017 42.622319549950006 8.2435668022500028 5.0168062700000009 191.86029796145002 15.454963859600001 0.081280000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 8 5 -1 -7 -8 -3 11 -11 12 -6 14 -14 16 -13 18 19 29 21 -20 -23 24 -19 -26 27 28 -25 -17
right_child=1 3 -4 -5 9 6 7 -9 -10 10 -12 15 13 -15 -16 17 -18 23 20 -21 -22 22 -24 26 25 -27 -28 -29 -30 -31
leaf_value=0.095830780162009799 -0.10301835230456365 -0.10030453003380933 0.098753228702453733 -0.10086340681473999 -0.0032339488359756858 0.048562375975066609 -0.10121191757961832 0.092024091167302646 0.090609065612666781 -0.00052470438242281084 0.054865782558868703 -0.02102902785323613 0.020888809449513868 0.0096772151197516507 -0.10443931699735708 0.060513321105564455 0.08151718628232768 -0.0092693393773462009 0.088865664237812017 -0.11222715577382208 0.0027984467931786326 -0.057269100678621156 0.065034922705613438 0.0090559069770278743 0.038950201375228366 -0.087292466093489118 -0.00096846623009163961 -0.0059836365399279596 0.10132117474935616 -0.0071977560212956905
leaf_weight=0.32524963077298608 0.043495551035902191 0.029056539956968663 0.09616828189291482 0.2057844321743687 5.0735642496069877 0.1607449796210858 0.18624717614034125 0.05853480810765177 0.058973943843739107 0.84779366821749025 0.52605388907250017 0.3278231654476248 0.21900633769109823 0.28005705180112273 0.5545014963236099 0.51576651017785291 0.4783892068953719 10.975151552636815 1.3739069011062386 0.52837864451566918 5.4390675530485169 0.39719712981604971 0.44037022853444785 1.0948847654435661 0.21137926403753116 0.8211464857813553 38.21518935164886 2.5564409458311275 1.0938005377975057 3.6130232520208665
leaf_count=104 403 262 29 250 112 32 168 14 16 44 31 22 6 30 114 217 21 233 85 38 207 45 25 9 36 102 1182 32 35 130
internal_value=-2.53569e-05 -0.0307073 0.0359154 -0.0623762 0.000148923 0.0349098 -0.0139514 -0.0550033 0.0275935 -0.000187164 0.0206846 -0.000573567 -0.0109406 -0.0480529 -0.0689547 0.000359428 0.0398197 -0.000113452 0.00724043 -0.0116151 0.0187185 0.0578734 0.00703504 -0.00176004 -0.0137561 -0.061448 0.00159294 0.0222214 0.0551657 0.00126068
internal_weight=76.7471 0.433479 0.139664 0.293815 76.3137 0.730777 0.405527 0.244782 0.0880305 75.5829 1.37385 74.209 6.12713 1.05356 0.773508 68.0819 0.806212 67.2757 12.3077 4.65717 7.65054 2.21147 0.837567 54.968 12.0077 1.03253 42.9603 4.74513 2.18869 4.12879
internal_count=4034 960 432 528 3074 318 214 182 278 2756 75 2681 262 150 120 2419 43 2376 747 385 362 155 70 1629 371 138 1258 76 44 347
is_linear=0
shrinkage=0.1


Tree=176
num_leaves=31
num_cat=0
split_feature=20 23 16 22 2 21 3 2 6 20 0 12 16 9 10 9 20 10 23 20 20 5 16 4 14 2 22 2 14 9
split_gain=0.0414265 0.196652 0.312662 0.23598 0.304528 0.202726 0.180659 0.120443 0.0935415 0.080762 0.322862 0.410751 0.209903 0.206301 0.342254 0.289929 0.183132 0.298197 0.194038 0.180938 0.266219 0.174398 0.585517 0.167283 0.282667 0.176247 0.264745 0.20539 0.348053 0.490576
threshold=43.426640904350009 0.083495000000000028 22.494947397000004 -0.082334999999999992 94.469527609150006 11.628334000150002 82.69159517635002 83.586740321150003 14.335334942800001 42.198888176300009 86.20003303655001 119.80689146465001 22.664946999500003 192.39832633775004 62.391047833300007 201.7576686733 41.898943182100005 62.084563606450011 0.093160000000000034 43.157831852650006 42.753078181500008 21.336111252450003 20.824951302200002 313.22340827140005 332.05400081050004 213.11064599365002 -0.016334999999999999 189.28685862455004 274.43194657740008 214.65508306360002
decision_type=2 2 2 2 2 2 2 2 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 6 4 -3 -5 -2 -8 -6 16 11 12 -11 14 -12 19 23 -18 -19 20 -15 22 -17 25 -25 27 -27 28 -1 -30
right_child=1 3 -4 5 8 -7 7 -9 -10 10 13 -13 -14 15 -16 21 17 18 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.0016202871954163448 -0.1032417744040167 -0.027967761077971987 -0.10230305270542446 -0.10522792083324135 0.029041805728480304 0.013368148421386276 0.094896120236025894 0.0041277314693428553 0.095634838619938115 -0.037728514639950965 -0.10139838920418387 -0.092784374002275155 0.054874780546265073 0.013965632576111256 0.0088421668501677524 -0.0048416901462153749 -0.032826628923022599 0.02160155776917095 0.079857537818196822 -0.00095805421319999679 0.084147766981207656 0.014172462967859199 -0.10192338736888114 0.081356051885738578 0.0057139859805273151 -0.10707733835576932 -0.0099561978901627109 0.019803830548291899 -0.099686980431600292 0.083393774979906507
leaf_weight=44.065193469571909 0.1462368387366263 0.34826059639181073 0.32693761069094751 0.18440305915339639 0.28103655154973217 0.66003934091406791 0.16091952031274548 1.5969013868070758 0.84562238110447652 0.621335324886785 0.52113461401313432 0.93938743776016043 0.40388478271779604 1.2717782250183507 0.61275480896074441 4.0550804187587346 0.84266911445956694 2.8379521974848108 0.71599874185631041 1.5275644183566326 0.93995544486097049 2.2239890847704373 0.73364408034831274 0.64505763070053435 2.1099609964278443 0.38808474877282595 1.0140780982765125 4.3740437644507884 0.74262676366799851 0.1822848679676099
leaf_count=1444 310 38 34 128 48 34 9 357 77 34 11 179 18 71 58 159 50 88 24 13 23 43 30 56 317 43 29 166 121 22
internal_value=-1.61246e-05 0.00923655 -0.0119598 0.0296253 0.0537607 -0.01253 0.00355266 0.0124371 0.0790237 -0.000602775 -0.00746256 -0.0450163 -0.00124751 -0.00125534 -0.0418243 0.003023 0.00103768 0.0206568 0.0333381 0.0255109 0.043792 -0.00896793 -0.0197148 -0.000573978 0.0234248 -0.00187636 -0.036837 -0.000883318 -0.00289457 -0.0636048
internal_weight=76.3188 4.55036 2.231 2.31936 1.47492 0.844442 1.90406 1.75782 1.12666 71.7685 13.8505 1.96461 1.02522 11.8859 1.13389 10.752 57.918 4.39662 3.55395 3.7393 2.21173 7.01271 4.78872 53.5213 2.75502 50.7663 1.40216 49.3641 44.9901 0.924912
internal_count=4034 1035 710 325 163 162 676 366 125 2999 639 231 52 408 69 339 2360 162 112 107 94 232 189 2198 373 1825 72 1753 1587 143
is_linear=0
shrinkage=0.1


Tree=177
num_leaves=31
num_cat=0
split_feature=9 22 15 19 0 6 8 21 8 22 9 22 8 20 6 5 21 20 20 22 9 20 10 19 0 15 2 22 16 21
split_gain=0.0414193 0.12041 0.179685 0.108223 0.103362 0.256345 0.102651 0.093683 0.223037 0.219652 0.157504 0.127692 0.10364 0.134931 0.0838826 0.210901 0.175644 0.0829203 0.0797556 0.0743081 0.072923 0.275918 0.300412 0.195576 0.227616 0.17655 0.241263 0.130637 0.115486 0.208202
threshold=186.68586460755003 -0.018034999999999999 26.912781836550003 14.551174033150001 85.732241321850012 16.555386813950005 8.4434108459500017 5.1781607048500016 8.2435668022500028 -0.059424999999999999 186.16747084260001 -0.094519999999999993 7.7439566930000003 44.756878345700009 16.575387281250006 31.312564341900003 0.59096247755000009 40.467253020850002 41.827117825850003 -0.67936999999999992 192.39832633775004 42.283941020600004 62.391047833300007 14.451165964200003 86.382848189450016 37.491361913600009 88.501682544250016 -0.10946499999999999 22.654947022900004 3.5904861669000003
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -7 11 9 10 -9 12 13 -1 -8 16 -16 -13 -4 -6 21 23 -23 24 -21 26 -26 -28 -22 -30
right_child=4 2 18 -5 19 6 14 8 -10 -11 -12 17 -14 -15 15 -17 -18 -19 -20 20 28 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.077059867921597774 -0.10283760875960959 -0.10062009558797719 0.094686611865055059 0.052614642073278289 0.081283160738086377 0.047067262807102175 0.0072302347158626507 -0.0027029702292385408 -0.10382614469269938 -0.10950191615474365 0.10170805198808522 -0.01658132838466744 0.10147769049084671 0.073436300681288785 0.036537418025518124 0.0790636693974896 -0.10243296473416233 0.02654036020754081 0.020331256961129477 -0.056096048658879141 -0.00028863945916132581 -0.11080110571712838 -0.0059118083521677318 0.034095543413224787 0.0054396064341281436 0.035101929987055684 -0.02267193722214058 -0.0948618187633231 0.059847191574474948 0.0054809892786852783
leaf_weight=0.10070857481491646 0.33743429063178965 0.073150372705128031 0.36539461032134568 0.41129354236181814 0.11196794304123514 0.28935379855101917 0.6182754967594517 3.000362586134885 0.23941859847400326 0.18601352849100283 0.15178591012954701 1.0009806879636474 0.27210077876225114 0.14585635565413213 0.1172081062104553 0.11353143909946084 0.40591505407064687 0.80420073166078498 0.23836150511306187 0.89173499587923188 54.68951975770824 0.52159444912103914 0.57305616047597141 1.2408954482525585 2.4562559309597423 1.0507637318223713 0.61598971369676236 0.42269202354782498 0.88883902039378782 3.3948918026871979
leaf_count=382 112 422 29 35 7 11 8 513 14 32 4 51 11 111 10 9 112 36 27 15 1758 20 74 27 35 17 17 40 42 53
internal_value=-1.84013e-05 0.00731569 0.0473976 0.00301774 -0.000764148 -0.0238782 -0.00662509 -0.000438857 -0.0105934 -0.0039066 0.00232475 0.0151942 0.0589257 0.0119667 -0.0190051 -0.0444831 -0.071296 0.0026292 0.0653313 -0.000113606 -0.000250151 -0.00935458 -0.0558909 -0.00172677 -0.00990189 -0.000839939 -0.011646 -0.0520496 0.00094986 0.0167615
internal_weight=75.7295 6.98963 0.676906 6.31272 68.7399 1.88172 1.54428 5.90143 3.57758 3.33816 3.15215 2.32385 0.518666 0.246565 1.25493 0.636655 0.523123 1.80518 0.603756 66.8582 66.7462 7.77298 1.09465 6.67833 5.43744 4.5457 3.49494 1.03868 58.9733 4.28373
internal_count=4034 1667 478 1189 2367 262 150 1154 563 549 517 591 504 493 139 131 122 87 56 2105 2098 245 94 151 124 109 92 57 1853 95
is_linear=0
shrinkage=0.1


Tree=178
num_leaves=31
num_cat=0
split_feature=10 10 0 18 5 6 6 0 10 0 18 15 10 3 23 9 13 3 9 9 23 7 18 20 22 21 22 15 17 2
split_gain=0.0410516 0.555695 0.421788 0.324653 0.277308 0.252918 0.370914 0.190906 0.395705 0.350478 0.330903 0.345045 0.205822 0.554482 0.403099 0.335312 0.164578 0.134139 0.196764 0.150965 0.133315 0.130415 0.202238 0.687657 0.605282 0.185456 0.124957 0.118688 0.11221 0.134677
threshold=66.590419433100024 66.45599652655001 92.313586825200005 13.545319032100002 20.016397659050003 15.075352233200002 14.955349429350003 93.399723909900004 69.999384342500022 94.625660817400004 14.773181214800003 28.626568391100005 71.015621515800021 83.538459487450012 -0.085699999999999998 206.54353961905005 109.46594969745001 88.931506497100017 204.27826083785001 194.04304600165003 -0.10747999999999999 24.573979631000004 13.893471991850001 40.720231579350006 -0.08262499999999999 5.2345280387500006 0.20949500000000004 35.517387705950007 199.84861692095004 79.265746973750012
decision_type=2 2 2 2 2 2 2 2 2 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 17 -4 5 6 7 -5 -9 10 11 -10 15 20 -15 -11 -12 19 -19 -2 -14 22 26 -24 -25 -23 28 -28 29 -1
right_child=2 -3 3 4 -6 -7 -8 8 9 12 16 -13 13 14 -16 -17 -18 18 -20 -21 -22 25 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.016122183168221459 -0.021661346617524516 0.089363702516091867 0.095554913673155301 -0.066612855281312208 -0.086396742806563467 -0.077869700475564657 0.072512517534418175 0.054467180404457687 -0.016398434995954753 0.090924049427575926 -0.027966482002227747 -0.10999026972337922 -0.10145688624728595 0.074156712038242506 -0.10512616017409948 -0.0019860725548201462 0.10146698833501473 -0.094207231923194509 0.078313893644045979 -0.10641781387579463 0.0021709029568522495 0.0075946189028435959 0.062723361144871023 -0.0098074542386937177 -0.12225810042397783 0.080100738338380995 -0.0010853114697941325 0.090458832241916545 0.021356202569965642 -0.0029804644722802344
leaf_weight=4.1420102766714981 0.31457028180830338 0.71412825491279264 0.347854361240027 0.43868518750606611 0.38087088464567287 0.41580017618252796 0.70092233293689687 1.2643282392491553 0.77716513776977325 0.64479975073436679 0.19073790233687749 0.79878184932385921 0.12492814170511124 0.14886412522719183 0.79600415241748024 0.97700131451711059 0.2025690320879221 0.1187238324109785 0.14917254644387867 0.63309675292111933 19.793459324709239 1.3382736078929145 0.63600016838063256 1.1430782825700589 0.82351768535227132 0.47904588587698516 0.26617067138249595 0.30267993532470427 2.4091014028672353 33.871407427544455
leaf_count=151 40 15 23 22 145 24 20 27 33 29 36 48 185 18 176 21 5 56 15 45 1396 55 39 40 69 28 26 15 31 1201
internal_value=-2.10989e-05 0.0018367 -0.00295391 -0.000450638 -0.00165823 -0.000474895 0.000723276 -0.00120042 -8.46719e-05 -0.00290509 -0.0433579 -0.0638362 0.000637787 -0.00202973 -0.0768801 0.0349534 0.038697 -0.0606214 0.00185758 -0.0782836 0.00152095 0.00046027 -0.000633899 -0.0276648 -0.0568965 0.0267073 0.00108233 0.0476244 0.00042736 -0.000899006
internal_weight=75.3437 46.1254 29.2183 28.0028 27.6549 27.274 26.8582 26.1573 25.7186 24.4543 1.96925 1.57595 22.4851 20.8633 0.944868 1.6218 0.393307 1.21556 0.267896 0.947667 19.9184 45.4113 43.594 2.6026 1.9666 1.81732 40.9914 0.568851 40.4225 38.0134
internal_count=4034 1670 2364 2208 2185 2040 2016 1996 1974 1947 122 81 1825 1775 194 50 41 156 71 85 1581 1655 1572 148 109 83 1424 41 1383 1352
is_linear=0
shrinkage=0.1


Tree=179
num_leaves=31
num_cat=0
split_feature=12 12 12 21 23 22 9 19 5 23 4 7 10 10 20 20 18 18 0 14 9 23 9 5 0 22 19 13 9 0
split_gain=0.0404058 0.28795 0.256979 0.163041 0.106592 0.115398 0.213364 0.313167 0.353669 0.23466 0.204827 0.269324 0.183967 0.454866 0.156783 0.339093 0.161289 0.156371 0.248728 0.149817 0.117406 0.112096 0.344786 0.195061 0.109871 0.103091 0.166823 0.446947 0.232439 0.210615
threshold=149.09269374785001 150.73104262400003 145.97209859650005 4.6253815007000005 0.41214500000000009 -0.101395 199.38481636575003 14.451165964200003 21.043187000650004 0.095170000000000018 169.62532823300003 22.620600126450004 69.873026810350026 72.01572794030001 42.779078631750004 43.847983878700006 12.867440043550003 14.420596409350003 90.533827542850005 190.42455785385002 214.88418602500002 0.10546000000000001 199.89081775665002 20.305669781650003 97.39208423365001 -0.083064999999999986 14.351157895250003 117.64961624655002 199.17419511990002 93.399723909900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 7 8 9 12 11 -8 -1 -14 21 -16 -17 18 -12 -10 -18 25 23 -23 -19 -7 29 28 -28 -27
right_child=1 -3 3 -5 -6 14 10 -9 19 -11 17 -13 13 -15 15 16 20 24 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.097108984453331285 -0.080720394480007326 -0.001251911336886324 0.10088097649718064 0.00030259614778763453 0.048557926031506209 -0.011381226760716675 0.036584388722756996 0.085675934747405202 -0.10408871307644581 -0.0086746972605123793 -0.011117519659775697 -0.10046004747758841 -0.10869583806986079 0.086049513416073004 -0.10296778207196672 0.094172896766525196 -0.10165463072091763 -0.062911502562052163 0.084308571505280594 -0.012355880344309211 0.0030868006813844534 -0.10715185035684678 0.027127116277498659 -0.013641350306605482 -1.1559288547002913e-05 -0.022450270844227502 0.0908958298979545 -0.012760765077102335 0.014362330865247998 0.0065035059295583623
leaf_weight=0.6975638638250492 0.46119839452057831 40.152476386650903 0.42861387631819425 0.25829812204028713 0.46995931112905864 5.1600164442652412 0.21220800181617994 0.76983205694705237 0.26037407169224014 0.71612426709907584 0.55698767467401944 0.44226161343976855 0.18290097355202306 0.34838953770304215 0.4808811779039377 0.15686820293467463 0.13540385979047187 0.34738652469241049 0.53598744689952582 0.56300781985191861 0.51047810167074203 0.51623043774452415 0.68696672061196296 0.39281908422708511 1.3844139810407794 3.2275774936515651 1.0236048256047063 1.5960611616319509 0.64807656710036088 11.337304221872044
leaf_count=31 30 2325 36 25 26 77 26 22 111 27 7 50 19 121 85 37 101 16 65 155 2 32 34 12 68 136 82 33 9 234
internal_value=-2.43448e-05 -0.00215433 0.00251649 0.0630607 0.00126982 0.000594121 0.0119677 0.0292588 0.0135702 0.036826 -0.00561637 -0.0560242 0.0633418 0.0190069 -0.00249078 -0.0365613 0.00321899 0.00606257 0.0356788 -0.0413641 -0.0188714 -0.000712155 -0.0263395 -0.066744 -0.0126288 0.00106674 0.00466867 0.0250884 0.0612254 8.73496e-05
internal_weight=74.6603 40.6137 34.0466 0.686912 33.3597 32.8897 7.01744 3.53819 2.76836 1.94498 3.47925 0.65447 1.22885 0.531291 25.8723 1.28363 0.80275 2.82478 1.09298 0.823382 0.645882 24.5887 1.59602 0.90905 1.7318 22.9926 17.8326 3.26774 1.67168 14.5649
internal_count=4034 2355 1679 61 1618 1592 718 486 464 198 232 76 171 140 874 225 140 156 72 266 103 649 78 44 84 571 494 124 91 370
is_linear=0
shrinkage=0.1


Tree=180
num_leaves=31
num_cat=0
split_feature=17 13 2 2 20 7 18 14 13 5 8 9 20 23 13 5 12 22 6 20 0 12 9 10 9 20 20 5 16 20
split_gain=0.0433746 0.0974381 0.0402188 0.126114 0.139007 0.126277 0.0647642 0.0611216 0.0514735 0.132334 0.102278 0.222249 0.0484282 0.174747 0.247371 0.22869 0.269571 0.270561 0.103069 0.102512 0.365216 0.243441 0.14126 0.284871 0.237921 0.169014 0.222613 0.136549 0.508701 0.136485
threshold=162.13109061465002 120.87576600310001 49.864842700850012 60.327272492300004 38.478081868400004 23.314707969200004 14.297806230850002 156.61564208075004 117.99105042915001 31.312564341900003 8.4434108459500017 181.33671263215004 43.487767439550005 0.083495000000000028 116.60649449195002 21.850554661550003 116.40752902905001 -0.092990000000000003 13.435313913950003 42.198888176300009 86.20003303655001 119.80689146465001 192.39832633775004 62.391047833300007 201.7576686733 43.157831852650006 42.753078181500008 21.336111252450003 20.824951302200002 41.898943182100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -6 -2 -5 12 10 11 -10 19 14 18 16 -15 -18 -14 29 21 -21 23 -22 25 26 -24 28 -26 -9
right_child=2 -3 3 7 5 -7 -8 8 9 -11 -12 -13 13 15 -16 -17 17 -19 -20 20 22 -23 24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.10164974316996647 0.040543412897627307 0.04365405700857708 -0.0071597024535220918 0.035570679919905583 -0.025346023174369292 -0.12070866952176194 -0.0060843560863887407 0.00029093659187852248 -0.1026637685767266 0.068993351817827495 -0.092468184018205682 0.1013452631878597 -0.10038166329469525 -0.10329280623962522 -0.10625790627198901 0.094728915509607284 0.076202333271828515 -0.011217100890905463 0.009326651254131282 -0.013466810505948288 -0.098152208525594031 -0.089838585183273034 0.01384054710515214 0.0080140130512786293 -0.0052751001263051239 -0.0029123221753090934 0.080423648821810856 0.011712576276722951 -0.099119161976020123 0.018975324166821433
leaf_weight=0.12254348636486057 0.62477381399366894 0.074030507355928421 1.1620295978500497 0.49232049519196053 0.31247193107265037 0.24991548317484558 0.56933211162686348 48.64468905735788 0.10604311996576044 0.11186866159550846 0.27093513719228213 0.10756748169660568 0.090817398075784594 0.17525508892049435 0.23791929859726213 0.4457238736513317 0.6435130995905638 0.78703681150921034 1.5005973504703431 0.83216358587014727 0.438618994783609 0.83735786716897564 1.2224763491831243 0.59639667955912046 4.0852586453702315 1.4952596826988154 0.85216872635646712 2.1726971505850088 0.67275130632333446 4.2512267176775813
leaf_count=349 38 4 35 30 21 26 3 1852 59 13 60 6 406 43 38 26 52 79 170 39 11 145 71 54 157 12 23 43 30 139
internal_value=-1.63787e-05 -0.0469278 0.000108255 -0.000190353 -0.0269115 -0.0677236 0.018312 0.000457994 0.000213065 -0.0290402 -0.0516736 6.86689e-05 0.000462373 0.011319 -0.0111525 0.0313567 0.0137665 0.0281073 0.00306592 -0.000175032 -0.00805676 -0.0517715 -0.00173004 -0.0369771 0.00174416 0.0227176 0.0411898 -0.00905893 -0.018544 0.00179259
internal_weight=74.1858 0.196574 73.9892 72.7951 1.72442 0.562387 1.19411 71.0707 70.5783 0.596414 0.484546 0.213611 69.9819 3.88086 1.82933 2.05153 1.60581 1.43055 1.59141 66.1011 13.2051 1.66952 11.5356 1.03502 10.5006 3.5699 2.07465 6.93071 4.75801 52.8959
internal_count=4034 353 3681 3640 82 47 41 3558 3528 138 125 65 3390 814 614 200 174 131 576 2576 585 184 401 65 336 106 94 230 187 1991
is_linear=0
shrinkage=0.1


Tree=181
num_leaves=31
num_cat=0
split_feature=15 2 21 4 19 17 7 4 17 5 20 20 4 10 20 6 16 21 18 16 18 18 18 3 16 9 8 15 8 5
split_gain=0.0398917 0.20202 0.0775537 0.0709876 0.273488 0.142557 0.188702 0.134885 0.0978993 0.376848 0.276689 0.134856 0.254485 0.193909 0.132652 0.104144 0.0808086 0.0769149 0.0737744 0.235824 0.17461 0.192995 0.187601 0.221493 0.157662 0.46908 0.214496 0.191104 0.141231 0.0969396
threshold=46.683480308100009 258.06114663960005 9.3662909385000024 372.47712237630009 14.351157895250003 209.55094140555002 26.459406588900006 375.65892766775005 203.48482458890001 20.482113285800001 40.720231579350006 37.784765830350004 180.08554717660002 71.504920895500007 37.73036952315001 16.315381206250006 22.694946929300002 5.7587983756000005 15.625782642300001 14.594965870600001 14.797467221750003 14.738651916450001 15.042884401850001 85.63276837105002 18.634956423400002 202.37225149245003 8.0437227585500022 18.019770707250004 8.1436447804000007 13.154029769200003
decision_type=2 2 2 2 2 2 2 2 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 7 -7 -5 18 11 -11 13 -13 -10 -15 -12 -9 -14 20 28 21 -1 23 -22 25 26 27 -24 29 -20
right_child=1 2 -4 4 -6 6 -8 16 9 10 15 12 17 14 -16 -17 -18 -19 19 -21 22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014102225760738059 -0.086545310579686729 -0.026446831363267906 0.014382910564568575 0.098580468259035534 0.077718676720604563 0.095412948878918838 -0.062471537701822059 -0.10336668004215702 0.06845416453745988 0.0024184303989882396 -0.054077547827665662 -0.10486827103134964 0.0065152312738452987 -0.10142062489352686 0.084192192086426462 -0.13475366336513461 0.10015851635285909 -0.01724193379787076 0.06852820137282499 0.068157350818331727 -0.097255120369150627 0.051178812350667825 0.0052770086832035889 0.034540090605216595 0.0090362410836733777 -0.09787923632677209 0.074606759503703018 -0.07789696171928831 -0.074459701057265126 0.0038054414488268812
leaf_weight=52.090112033773039 0.32120276811838211 0.74774999536930398 1.2311935889738377 0.044270931009804171 0.53362132771871984 0.18210686376050944 0.1295555612031194 0.27120200099625436 0.55041903792880376 0.37922962714219444 0.25760089397590491 0.25358924985630427 3.5837204546342036 0.1358465645562319 0.053732993081212044 0.42235764494398609 0.021020455285906792 2.1989523570284746 0.25114500310530719 0.67801879207763693 0.52493724358600857 0.79100690566701715 1.0584529355328416 0.1684282106180035 2.3274257171433419 0.67973324100967136 0.31589125527534623 0.37380478419640883 0.21709632196871087 2.945335912608698
leaf_count=1839 67 50 19 18 44 22 123 381 16 20 12 19 151 92 3 42 9 191 339 43 88 31 34 27 39 74 7 75 27 132
internal_value=-2.21183e-05 -0.0129844 -0.00104473 0.000395236 0.0247005 -0.0189488 0.0297816 -0.0640834 -1.35994e-05 -0.0105497 -0.0660199 -0.00187923 -0.00681861 0.0384119 -0.0488119 -0.10419 -0.0887265 -0.0025188 0.00130895 0.0142893 0.000398431 0.00215467 -0.0166464 -0.0652402 -0.00956105 -0.0273889 1.99247e-05 -0.0164306 0.00358975 0.00889066
internal_weight=73.7388 2.30015 1.97894 71.4386 1.18178 0.648156 0.311662 0.336493 70.2568 7.83545 1.05919 6.77626 6.03626 0.739999 0.18958 0.679959 0.292222 5.78267 62.4214 4.0916 58.3298 52.8811 5.44867 0.693365 4.75531 2.42788 1.74815 1.43226 3.41358 3.19648
internal_count=4034 136 69 3898 597 553 145 408 3301 546 74 472 361 111 95 54 390 342 2755 541 2214 1870 344 115 229 190 116 109 498 471
is_linear=0
shrinkage=0.1


Tree=182
num_leaves=31
num_cat=0
split_feature=21 16 10 22 22 3 5 3 22 17 22 19 23 22 20 5 17 16 20 15 6 21 17 18 15 20 2 13 15 10
split_gain=0.0373929 0.267183 0.241697 0.12307 0.0424595 0.0581235 0.125682 0.152999 0.0552505 0.433105 0.140923 0.167861 0.163043 0.100126 0.252893 0.258547 0.245988 0.172467 0.124906 0.101018 0.0882662 0.0993394 0.0813215 0.0746115 0.0745947 0.0699996 0.0669882 0.148896 0.185519 0.224248
threshold=17.127134634300003 22.604947139800004 66.590419433100024 -0.67936999999999992 -0.63113999999999992 93.794927255050013 19.234448447350001 86.057544755650014 -0.59260499999999994 197.01076493205002 -0.50001499999999999 14.851198240050001 0.084565000000000015 -0.16276499999999997 39.337369931850013 23.455765688150006 189.19102531915004 18.704956259700005 48.226196960950006 31.756370566200005 12.625294988000002 3.2889937526500006 190.38166638035003 17.323446153950005 25.186533201700005 47.927946529500012 310.17567643235003 112.36141910395001 45.169600924000008 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=4 2 -2 -4 5 6 7 -1 9 -6 11 12 22 14 16 17 19 25 -17 23 21 -14 -10 -12 -20 -16 -15 -28 -29 -30
right_child=1 -3 3 -5 8 -7 -8 -9 10 -11 13 -13 20 26 15 18 -18 -19 24 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.10218761255367081 0.098798901473993936 -0.060361481578566939 0.10056070416506001 -0.10289973854187627 0.072428639160227057 -0.0023140655329928817 -0.11702213811517236 0.10145069421502206 -0.10078731202686902 -0.083382083695510589 -0.10096444191722934 0.10124996098352984 0.071880288162085346 -0.00074759534280526019 -0.10166292976972256 -0.10102196940394581 -0.10516076081700539 0.10124487753444369 0.069569744114240925 0.094022663091084313 -0.10590492793036432 -0.10263321802354688 0.06997720469104883 0.10032549624034459 -0.037212081240166998 0.053871875840397411 -0.1005862975270615 0.099821727668081395 0.093651340886546156 -0.084363274491246573
leaf_weight=0.067104819611357835 0.420403270272799 0.27381334293386317 0.040592827877844684 0.11109569672055386 0.59089346778364316 0.52568293339572847 0.16437419271096587 0.081955686211585999 0.036016331944096147 0.25556002175426329 0.063974121103455128 0.07351955771446228 0.068086591377323202 67.626125641881004 0.063191998590013787 0.12299048715431127 0.25093761766646594 0.67729088594205678 0.14383648271905258 0.13403556968842167 0.41698521208309103 0.062616154691113479 0.12356165422249887 0.025857504556825006 0.11999879800714552 0.053378670427946417 0.076817816980109366 0.31907994443281495 0.12091445608530194 0.17061922681023134
leaf_count=42 28 13 2 95 49 11 5 2 72 63 122 2 29 2718 80 128 40 31 16 13 61 25 36 7 36 21 198 43 11 35
internal_value=-2.85924e-05 0.0208746 0.0597556 -0.0484524 -0.000272701 -0.0226365 -0.0567207 0.00977576 -1.05943e-05 0.0253865 -0.000314446 -0.0425633 -0.0575126 0.00015701 0.0244572 0.0492426 -0.037176 0.0819079 -0.0177948 0.0390296 -0.0834293 -0.0117244 0.0314361 -0.0430243 0.0210027 -0.0304423 -0.000431874 0.0306272 0.0471344 -0.0105312
internal_weight=73.2813 0.845905 0.572092 0.151689 72.4354 0.839118 0.313435 0.149061 71.5963 0.846453 70.7498 0.780786 0.707266 69.969 1.65549 1.18069 0.474805 0.793862 0.386826 0.223867 0.547688 0.130703 0.159578 0.0898316 0.263835 0.116571 68.3136 0.687431 0.610614 0.291534
internal_count=4034 138 125 97 3896 60 49 44 3836 112 3724 225 223 3499 494 312 182 132 180 142 115 54 108 129 52 101 3005 287 89 46
is_linear=0
shrinkage=0.1


Tree=183
num_leaves=31
num_cat=0
split_feature=18 16 15 6 15 0 0 15 0 0 15 6 3 8 5 13 0 10 0 7 10 23 9 2 23 18 5 19 21 5
split_gain=0.0392032 0.0866015 0.128049 0.0711056 0.118782 0.043924 0.402101 0.346633 0.338547 0.373408 0.364227 0.171913 0.289865 0.538741 0.170824 0.312193 0.23659 0.346177 0.477833 0.253434 0.164549 0.330667 0.161927 0.151808 0.147912 0.124096 0.123708 0.153117 0.159485 0.147906
threshold=17.138111898250003 17.684958644900004 20.729785921300003 12.165284239900002 20.123524217100002 94.047642319350018 94.625660817400004 28.862433654350003 93.399723909900004 92.805574663100018 30.604459195950003 14.745344522600002 83.538459487450012 7.943800736700001 18.160071980500003 111.38282034450002 90.297243227400017 66.590419433100024 92.313586825200005 23.974509389900003 65.536543845950021 0.10371000000000001 207.69346988305003 99.475185412350015 1.0000000180025095e-35 14.444150028100003 20.204934414350003 14.351157895250003 11.859661033550003 20.556063402800003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 8 7 -7 9 14 23 12 -8 -14 15 24 20 19 25 -18 26 -22 -12 -10 -1 -19 27 -16 -29 -28
right_child=1 -3 -4 -5 -6 6 11 -9 10 -11 22 -13 13 -15 16 -17 17 18 -20 -21 21 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=0.10149067000100903 -0.10065310517001798 0.1005766647219155 -0.10060768747996446 0.064518557308147553 0.090570914686010473 -0.010359309122594258 0.00041203591626333191 -0.10844268544762239 0.029893187318014821 -0.081460530963311337 -0.089845454817385803 0.044434894001027556 0.059510580403366022 -0.10357681400197037 0.0022358245496406927 -0.10701268254820501 0.020856564390380083 -0.1090207559615729 0.073719842522414286 0.1013110189719563 -0.080300524619440525 0.030562750403985213 0.02405431104548289 0.099021821641517016 -0.051678521985559417 -0.023887815177032149 -0.031586336191412753 0.070094995455642684 0.0071273413702970375 0.00020853232755115936
leaf_weight=0.14560999433433508 0.083091364547725699 0.12229358496006171 0.090705436105054105 0.24000133908702992 0.053334453510160529 0.7967309249343113 20.095047333468592 0.65778867527069451 0.53069231905828818 0.55833001505743496 0.23283715838624619 0.82238398576737282 0.28734141611766872 0.68644089670851827 2.7098918609567582 0.38737434102222323 0.79236016426511857 0.31931287409952325 0.40311295536957914 0.77397714112885296 0.70142790015097378 0.43643895225250162 0.2690428348723799 0.79141180199940209 0.11118939012885676 0.36919656349346042 1.5245147753157642 0.8736462374217806 0.74545742385089397 36.314086879864362
leaf_count=11 578 18 72 26 8 57 940 88 18 28 28 28 57 189 26 18 21 37 17 37 66 19 13 34 48 24 42 48 11 1427
internal_value=-2.3176e-05 0.0256621 0.00604972 0.0317503 -0.0258958 -0.000232472 -0.00380211 -0.0547163 0.00146861 -0.000166145 0.0437413 -0.000419213 -0.00217001 -0.0554534 0.000807711 -0.0503312 0.00152442 0.0304838 -0.0127458 0.0606117 -0.000253022 -0.0377779 -0.0287872 0.0712736 0.0351712 -0.0633703 0.000759565 0.016773 0.0411038 -0.00107248
internal_weight=72.9251 0.589426 0.467133 0.376427 0.136426 72.3356 23.3457 1.45452 48.9899 47.1659 1.82398 21.8912 21.0688 0.973782 46.6076 0.644174 45.9634 2.65796 1.09162 1.56634 43.3055 1.13787 0.50188 1.3221 0.256799 0.688509 42.1676 4.329 1.6191 37.8386
internal_count=4034 702 684 612 586 3332 1359 145 1973 1880 93 1214 1186 246 1852 77 1775 136 78 58 1639 85 41 52 59 61 1554 85 59 1469
is_linear=0
shrinkage=0.1


Tree=184
num_leaves=31
num_cat=0
split_feature=4 4 12 7 18 21 6 16 7 16 9 5 12 5 12 10 7 9 7 2 23 18 18 21 6 22 23 0 21 22
split_gain=0.0388095 0.232103 0.206679 0.172657 0.502105 0.284965 0.150669 0.183443 0.260131 0.120889 0.277372 0.120403 0.119924 0.268334 0.214042 0.161841 0.116125 0.26385 0.165472 0.0979831 0.0974616 0.216598 0.0924069 0.0923316 0.364279 0.180188 0.144636 0.126503 0.110969 0.286509
threshold=227.97173202615002 229.04063404465003 160.88117028045005 23.109894804950002 13.314799198000001 3.7576866553000006 16.515385879350003 22.654947022900004 23.549545123900007 22.514947350300002 205.22231928645002 23.042623356550003 149.09269374785001 21.336111252450003 145.97209859650005 62.025417527550012 23.150522195450005 192.31210988165003 23.9417051038 121.36426933400001 0.10010000000000002 13.154691941050002 14.254777969200001 1.4744127452000002 14.980350013450002 0.070580000000000018 0.086355000000000029 98.674478761850011 4.0199878722000006 0.04932000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 12 4 20 -6 7 16 -9 -8 11 -11 14 -14 -1 -15 -5 18 -18 -16 21 -3 -20 24 25 26 -19 -28 29 -25
right_child=1 3 -4 6 5 -7 9 8 -10 10 -12 -13 13 15 19 -17 17 23 22 -21 -22 -23 -24 28 -26 -27 27 -29 -30 -31
leaf_value=0.0013376077275121254 -0.08594965783260955 -0.0056233017386451319 0.043522024591013383 0.033713293618147608 0.018148472103033577 -0.1114148619460873 0.012171847476534306 0.0077821371510340444 0.07668842338736348 -0.1181815819558707 -0.0060020498724495403 -0.041199025137099499 -0.077320740063602622 -0.038121249622071862 0.10505069900618938 0.026227721011444535 -0.10921699365261664 0.07359636500953963 0.10114018020729298 0.023725439048547334 0.0088471945225407026 -0.081878527055709804 -0.057318430172108963 -0.049539445809720792 0.085850465727093705 -0.043988047127615018 -0.06949983224696886 0.018397904971024719 0.0014244982413462481 0.058169786721645279
leaf_weight=32.192019925103978 0.32900496375543653 2.3358324352820996 1.1762688594935742 1.0695568391672718 0.21871846499493575 0.75832295641941982 0.94511710316874031 1.7016711105825373 0.80801187886390824 0.38478425459470633 1.6177858868977635 0.43044094004653743 0.62169661640655194 0.66021057798025118 0.27904349006712337 0.95796392701959121 0.35154025710972092 0.36194192071662079 0.069216368810884887 0.31582959851948544 2.7186719320543489 0.44316053852890025 0.078586088737267801 1.1788491370589351 0.62511187267955381 0.66808704372942873 0.20847126503940672 0.76304520978646906 17.785113668767735 0.31241200221120369
leaf_count=1571 30 213 21 16 50 164 22 18 50 19 38 23 29 33 3 21 91 39 4 40 55 36 590 199 20 32 29 64 496 18
internal_value=-2.33427e-05 -0.00234041 0.00229119 -0.00157277 -0.0163539 -0.0824111 0.00168692 0.00427002 0.029967 -0.01818 -0.0299703 -0.0775346 0.000906573 -0.0214802 0.00243595 -2.64753e-05 0.00152242 -1.44694e-05 -0.0718906 0.0618735 -0.00461429 -0.0177836 0.0168882 0.00162415 0.0192129 -0.00159902 0.0196387 -0.000463486 -0.000772538 -0.0269749
internal_weight=72.3665 36.1635 36.203 35.8344 6.47471 0.977041 29.3597 25.9816 2.50968 3.37813 2.43301 0.815225 35.0268 2.23987 32.7869 1.61817 23.4719 22.4024 0.499343 0.594873 5.49766 2.77899 0.147802 21.903 2.62666 2.00155 1.33346 0.971516 19.2764 1.49126
internal_count=4034 2316 1718 2286 518 214 1768 1666 68 102 80 42 1697 83 1614 54 1598 1582 685 43 304 249 594 897 184 164 132 93 713 217
is_linear=0
shrinkage=0.1


Tree=185
num_leaves=31
num_cat=0
split_feature=8 22 7 7 22 8 3 22 20 22 5 9 4 5 20 9 4 15 13 21 13 23 22 0 6 12 23 20 16 22
split_gain=0.0356778 0.134951 0.193493 0.20422 0.19029 0.178021 0.146616 0.0536007 0.119279 0.06519 0.221423 0.139565 0.326316 0.103513 0.101006 0.0975409 0.109038 0.177503 0.0638756 0.189059 0.300683 0.269476 0.179361 0.10491 0.212212 0.28319 0.166922 0.149726 0.0920389 0.179318
threshold=8.8430989333000021 -0.090495000000000006 22.649177329550003 22.444423115000003 -0.13734499999999997 9.3427090425500019 91.017750006350013 0.27538000000000007 39.051326806600009 0.10957500000000002 23.042623356550003 197.02865361825005 202.67232305910002 20.305669781650003 37.311503175250003 194.56033515110002 191.71186625420003 38.62622401090001 117.60660091645001 8.7462497811500022 117.69263157665002 0.084360000000000018 -0.044409999999999998 85.812895065800021 16.485385178400005 101.85466269095001 0.085820000000000021 47.927946529500012 22.654947022900004 -0.078504999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 5 -2 -4 9 -9 18 11 15 -13 14 -14 16 -11 -18 23 20 21 -20 -23 24 25 -1 27 -27 -25 -30
right_child=1 2 6 -5 -6 -7 -8 8 -10 10 -12 12 13 -15 -16 -17 17 -19 19 -21 -22 22 -24 28 -26 26 -28 -29 29 -31
leaf_value=-0.10251952989623066 -0.089008497073092274 -0.0673508790170015 -0.0083820651582650393 0.096725060077452879 0.036749599446625474 0.021175773292981818 -0.1050209007286067 -0.0068153032485705608 -0.10336496969838192 0.0087189770534804607 0.09011848060758737 0.093819415668939143 -0.01601098873458635 -0.053536862472973359 0.049614009276111391 -0.060966441448985248 -0.10793978810829326 0.10070649405331207 -0.010337852656648043 0.0052441501698656939 0.0051833123440108674 -0.10423910712420513 -0.029181015874630067 -0.00079086416652979382 -0.0025753043481759508 -0.10165999524994569 0.093562562589163872 0.068337487226193289 -0.0012355264130668303 0.047698192627148327
leaf_weight=0.10314664243287486 0.308862915248028 0.13437122590039408 0.24550919597095344 0.17420946061974973 0.88156730661285132 0.27916970357182436 0.43543150374534889 0.69987652852500915 0.1565845991842707 1.3865378394029897 0.34103908867655253 0.5099598546657943 0.49976098589468143 0.2900441843084991 0.44193271039512183 0.34067095232603595 0.19249606292896704 0.051731812302023172 1.1666354436747481 5.505443912607916 2.1739603317182628 0.84334583138115704 0.5114463889840406 48.435484677321597 1.5853733149228899 0.093229164703643619 0.76005506853107363 0.11661638807345298 2.0494892436545347 1.1800534869544197
leaf_count=22 25 49 19 7 32 32 37 83 55 38 29 17 6 24 47 19 110 3 25 79 127 39 19 2443 372 125 58 18 33 42
internal_value=-2.44599e-05 -0.0118617 -0.0404103 0.0252783 0.00736082 -0.0366983 -0.0701783 0.000394771 -0.0244672 0.000705267 0.0130053 0.00592273 0.0265491 -0.00130196 0.0147865 -0.0122999 -0.00213339 -0.0637448 -6.75667e-05 -0.00732832 -0.0220698 -0.0455673 -0.075904 0.00129585 0.020669 0.0550113 0.0717644 -0.00718817 0.000299009 0.0166445
internal_weight=71.894 2.45912 0.989521 0.308581 1.4696 0.588033 0.680941 69.4349 0.856461 68.5785 4.05417 3.71313 1.7417 1.23174 0.941694 1.97144 1.63077 0.244228 64.5243 10.2008 4.69539 2.52143 1.35479 54.3234 2.65842 1.07305 0.969901 0.209846 51.665 3.22954
internal_count=4034 201 112 56 89 57 56 3833 138 3695 293 264 94 77 53 170 151 113 3402 289 210 83 58 3113 595 223 201 143 2518 75
is_linear=0
shrinkage=0.1


Tree=186
num_leaves=31
num_cat=0
split_feature=5 6 16 17 7 13 18 22 19 7 7 15 19 23 21 2 18 7 22 21 22 7 10 6 9 9 2 5 2 4
split_gain=0.0342692 0.165319 0.318808 0.162392 0.275784 0.135544 0.230162 0.109631 0.204126 0.105657 0.203742 0.0901037 0.216891 0.283558 0.305195 0.0789602 0.078583 0.0770626 0.156446 0.124979 0.0748051 0.0737647 0.0732807 0.0635005 0.269815 0.476609 0.129045 0.121998 0.104616 0.279396
threshold=23.730745871350006 16.395383075500003 21.094950670800003 199.03437346465003 24.081116689550004 117.60660091645001 13.3584252364 -0.026144999999999998 14.351157895250003 22.977992916200005 19.078733418100004 41.492094664050008 14.551174033150001 0.089305000000000023 1.2135331028500003 319.18044405035005 11.644643452600002 22.105125139000005 -0.10423499999999999 6.9459996152000008 -0.016334999999999999 22.233191240750003 67.940025414550021 16.455384477450004 190.73543849905005 194.56033515110002 176.09844955530005 20.872540794500004 188.47750099235003 274.66550124645005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 5 -5 9 7 8 -7 10 15 17 13 -13 -15 16 -3 18 19 22 -9 -19 -1 28 27 -26 -27 -25 29 -23
right_child=1 3 -4 4 -6 6 -8 20 -10 -11 -12 12 -14 14 -16 -17 -18 21 -20 -21 -22 23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.05849571219257798 0.059278920703588034 -0.10127916100977391 -0.10218244943102073 0.097230461744483021 -0.0084654549133931275 -0.10513063510397878 -0.093963428046292305 0.097550064741501297 0.0020251050844188028 0.0076350662429739632 -0.096398355581492401 -0.0022620669644541642 -0.031460330477143909 -0.0024767503880835035 0.069776275423689471 -0.10049459967382729 0.075234854405879681 0.027219722992387244 -0.089876072217988531 -0.081409451412873243 -0.0033986505887524561 0.00070423069508665471 -0.06649988052022994 0.0027976750509264687 -0.067549060807325798 0.00059295315763794893 -0.029450076000190839 0.050524190972090488 0.015403154286694545 -0.063378865670363313
leaf_weight=0.26956888643962884 0.17035086740054239 0.029273252782331727 0.43345741682060179 0.41729871873758362 0.60441406912104867 0.24482388868636906 0.44797339180877305 0.13566116197034717 0.64911550734541379 3.4914948845143954 0.29315147102420269 2.7405865515465839 0.96588509459979821 0.90751864714548025 1.6430068447371011 0.041216322351829149 0.18221930893196259 0.97145404218281228 0.28986620559351095 0.12335758500103111 0.15995865859440517 37.923673511958498 0.056782757429573394 1.1180595755577081 1.4019739942159493 7.6254593552439456 1.7596608662570359 1.028074422792997 4.6685676262075608 0.69277939007829914
leaf_count=86 59 95 46 15 29 91 32 4 28 64 241 62 30 13 49 32 39 41 85 77 38 1479 32 8 33 91 45 34 869 187
internal_value=-2.28638e-05 -0.00651499 -0.0566298 -0.00199632 0.034704 -0.00860388 -0.0328708 -0.00986403 -0.0273217 0.00123866 -0.0396747 0.000715536 0.0121158 0.0200706 0.0440675 0.0261267 0.0508031 -0.000515821 -0.0325889 0.00433637 0.0429271 -0.000101053 0.0367474 -0.000573158 -0.0067216 -0.0131641 -0.00503996 0.0256604 0.00126395 -0.00044542
internal_weight=71.4867 7.30041 0.603808 6.6966 1.02171 5.67489 1.63753 1.18956 0.893939 4.03736 0.54586 64.1863 6.257 5.29111 2.55053 0.252709 0.211493 57.9293 0.739575 0.449709 0.29562 57.1897 0.326352 56.2182 12.9332 10.7871 9.38512 2.14613 43.285 38.6165
internal_count=4034 813 105 708 44 664 193 161 119 471 407 3221 154 124 62 166 134 3067 280 195 42 2787 118 2746 211 169 136 42 2535 1666
is_linear=0
shrinkage=0.1


Tree=187
num_leaves=31
num_cat=0
split_feature=16 16 16 5 19 6 20 8 23 22 22 15 22 15 22 10 10 22 18 21 21 23 9 6 23 23 20 0 9 21
split_gain=0.0345265 0.110351 0.101497 0.0482058 0.174049 0.070079 0.0702819 0.0583448 0.0582039 0.0420075 0.111038 0.132754 0.110842 0.258728 0.0980618 0.157744 0.16415 0.149839 0.105748 0.0659648 0.0533787 0.174746 0.180971 0.221604 0.358647 0.483986 0.359761 0.319791 0.160943 0.157182
threshold=12.604970524100002 9.719977270450002 9.2849782877000013 13.154029769200003 12.250988447150002 9.6752260601000017 40.80591513400001 7.4441906275000003 0.088075000000000028 -0.60611000000000004 -0.58559499999999998 22.662932349550001 -0.30094499999999996 37.606388722050006 -0.16276499999999997 62.030794443850006 65.536543845950021 -0.23401999999999998 11.928667296000002 15.285239689500001 3.2025200283000004 -0.10747999999999999 194.04304600165003 14.815346158200002 0.087555000000000022 0.094175000000000023 41.319407281650008 85.925810307250018 201.7576686733 3.8781687083500005
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 6 -6 -2 -8 19 11 -11 13 -12 15 18 -17 -18 -14 -5 21 -16 -23 -24 28 26 -26 -27 -25 -22
right_child=3 -3 -4 9 5 -7 8 -9 -10 10 12 -13 14 -15 20 16 17 -19 -20 -21 29 22 23 24 25 27 -28 -29 -30 -31
leaf_value=-0.10202763237340771 -0.037986610681357433 -0.10064577540810278 0.097793523031607571 -0.045026114725203278 -0.10115276483641029 -0.10118238981028541 -0.035031820619071646 0.099587947861865922 0.059057997025759312 0.091979633213351605 -0.086421129141938086 0.00039963139238576197 0.021396712433359902 0.034529850966765446 0.058671311079814693 0.099402311125811924 -0.10259375708124602 0.05686551846976462 -0.084948280808084212 0.0049740288154689295 -0.020848944515634404 -0.013255633220644476 -0.0042519941428752067 0.098290208699118004 -0.0037572298888760326 -0.01666567630745373 -0.1108002268881452 0.070590547360626255 0.026970223370692555 -0.00023915055974508545
leaf_weight=0.037512591104046034 0.034853821599653112 0.13014908066810449 0.078852061539691931 0.52621471081511006 0.053622700808773516 0.078625196147186216 0.10515816543272649 0.2667930232710205 0.17541884430829668 0.28786535152175829 0.44844406915217305 0.3516462814877741 0.24280986467419896 0.29202838856144808 0.5803855845615552 0.40907468862133101 0.094691658488954999 0.1560282355567324 0.15206603401747998 0.52922385185956955 4.0159929371811804 4.7999032198176765 5.1520088279212342 0.79706909574451834 1.3158988567302006 0.61082651634933416 0.41236851376743278 1.344636481022462 0.52469486970221624 47.097920123099357
leaf_count=455 156 435 40 42 60 34 156 16 43 19 134 26 90 28 58 39 33 20 171 3 163 157 191 74 43 22 48 40 54 1184
internal_value=-2.19732e-05 -0.0373815 0.033377 0.000108003 0.0259518 -0.0162383 0.00374602 0.0836919 0.0237938 -0.000155244 0.000147235 0.0416228 -0.00024028 -0.0387203 0.000180559 0.0304345 0.0603534 -0.00335891 -0.0195566 -0.0199548 -0.000298168 0.00483462 0.00274562 0.010307 0.0252921 0.00925804 -0.0292979 0.0433344 0.0699786 -0.00185845
internal_weight=71.1028 0.246514 0.116365 70.8563 0.714472 0.412825 0.3342 0.301647 0.280577 70.1418 69.0864 0.639512 68.4468 0.740472 67.7064 1.05467 0.659795 0.25072 0.394876 1.05544 66.6517 15.5378 14.9574 10.1575 5.00549 3.68373 1.72827 1.95546 1.32176 51.1139
internal_count=4034 930 495 3104 465 293 259 172 199 2639 2594 45 2549 162 2387 353 92 53 261 45 2034 687 629 472 281 153 91 62 128 1347
is_linear=0
shrinkage=0.1


Tree=188
num_leaves=31
num_cat=0
split_feature=8 22 19 22 4 23 7 8 22 2 12 18 20 0 7 13 20 17 21 12 10 7 20 6 21 22 17 15 13 16
split_gain=0.0352975 0.130257 0.176687 0.157186 0.172694 0.099665 0.0621251 0.0493856 0.070574 0.0611217 0.104934 0.210098 0.0564361 0.286769 0.359878 0.329648 0.207626 0.169683 0.124709 0.143009 0.0827222 0.213329 0.0661717 0.483076 0.233907 0.110305 0.234662 0.0848481 0.127407 0.163082
threshold=8.8430989333000021 -0.090495000000000006 14.451165964200003 -0.13734499999999997 143.78867033265001 0.10220000000000003 22.775216856700002 8.7431769115000026 -0.06828999999999999 49.864842700850012 82.696898122450008 13.893471991850001 36.620308449100001 93.692765846100016 22.747724408400003 113.97180552410002 37.038444968100009 193.82841840970002 0.49227235280000009 199.78749241660003 71.104340634100012 26.064266158200002 37.828051409500013 14.865347326450001 1.0000000180025095e-35 0.23835000000000003 164.98791775435004 21.092276343250003 103.23410375110002 14.224966735800002
decision_type=2 2 2 2 2 2 2 2 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 5 4 -2 -3 -4 9 -9 -1 11 -11 13 14 15 -12 17 -14 20 -20 -15 -22 23 24 -18 27 -27 28 29 -24
right_child=1 2 6 -5 -6 -7 -8 8 -10 10 12 -13 16 18 -16 -17 22 -19 19 -21 21 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=0.025205862462489872 0.042859790256996516 -0.035667225891619504 -0.031279780720543424 0.033755603380670733 -0.075596376334633925 0.065152097883817192 -0.10507779517497316 0.0017156646008939234 0.031289922212503062 0.0024531125645846463 -0.087269039921212183 -0.094452406231212163 -0.10344750423050052 -0.010152427550224757 0.083814830644244859 0.078792262344366967 0.0080772229927124576 -0.0074487120032755011 -0.10608405576653263 0.054435780274784698 0.084049691512333158 -0.10155674884737027 0.0048671485946158097 0.10055669063202664 -0.10887931760811685 0.0056900661604766985 -0.092499968968873622 -0.00094195330654476194 -0.069475076043676184 0.061757873758533248
leaf_weight=0.93097267631855984 0.18740199288004078 0.22460982690245046 0.17132091904204572 0.85470155521034052 0.35853244674217422 0.17401796975900652 0.34136489076081489 2.3615530814277013 1.2256874928280002 0.60432548533572017 0.30144985214747 0.35524909563991969 0.35445866608028964 1.664123011972152 0.92999092456375365 0.19809457086739712 0.6404289372899814 0.38314548752441624 0.23880012341066947 0.072307474757280943 0.27873590719718766 0.0796115461510567 1.4687553200008094 0.49421344525944733 0.23328933931588836 0.61188081559680429 0.4041575013484362 53.727891815167368 0.15462588702939672 0.76700874541302244
leaf_count=24 19 34 37 32 38 16 25 36 29 18 70 49 39 19 42 95 39 32 54 31 82 108 749 31 45 32 88 1949 80 92
internal_value=-1.15342e-05 -0.0121642 -0.0415909 0.00698199 -0.0349341 0.00834469 -0.0804172 0.000398748 0.0118206 -0.000232639 -0.000602895 -0.0334228 -0.000103028 0.0117719 0.0470419 -0.0214174 -0.000857363 -0.0535813 -0.00983429 -0.0687761 -0.000767532 0.0428148 -0.000192613 0.0215427 -0.0231511 -0.000713008 -0.0333678 -0.000121784 0.0183128 0.0243843
internal_weight=70.7927 2.31195 0.911314 1.40064 0.545934 0.398628 0.512686 68.4808 3.58724 64.8935 63.9625 0.959575 63.003 3.76311 1.42954 0.499544 59.2399 0.737604 2.33358 0.311108 2.02247 0.358347 58.5023 1.36793 0.873718 57.1343 1.01604 56.1183 2.39039 2.23576
internal_count=4034 201 112 89 57 50 62 3833 65 3768 3744 67 3677 501 207 165 3176 71 294 85 209 190 3105 115 84 2990 120 2870 921 841
is_linear=0
shrinkage=0.1


Tree=189
num_leaves=31
num_cat=0
split_feature=15 2 3 10 13 0 5 3 8 9 21 22 0 16 0 15 8 21 23 21 8 2 22 21 20 13 2 22 20 17
split_gain=0.0319519 0.15752 0.0604407 0.0423038 0.3361 0.29031 0.195057 0.162649 0.162035 0.14969 0.143573 0.137162 0.136153 0.411534 0.31213 0.322601 0.275039 0.181996 0.332583 0.219941 0.24989 0.155811 0.14773 0.130955 0.127456 0.115234 0.229897 0.271416 0.190033 0.171516
threshold=46.683480308100009 258.06114663960005 92.913112988300014 66.590419433100024 113.13031812925001 91.937202686950016 20.556063402800003 88.931506497100017 5.9453602998000008 204.27826083785001 14.824703203750003 -0.18231499999999998 94.047642319350018 19.199955102150003 94.625660817400004 28.862433654350003 8.2435668022500028 11.507908610950002 0.09091500000000001 7.0441631297000011 8.7431769115000026 207.97896528700002 -0.13125999999999996 5.2345280387500006 47.927946529500012 113.97180552410002 93.57193670880001 -0.092990000000000003 37.828051409500013 193.82841840970002
decision_type=2 2 2 2 2 2 2 2 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 7 10 -5 24 -9 12 -12 13 23 15 -14 -15 19 -19 -16 22 -20 -21 -7 -1 26 -6 -28 29 -27
right_child=1 2 -4 5 25 6 -8 9 -10 -11 11 -13 14 16 17 -17 -18 18 21 20 -22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-0.10069305927045169 -0.082117708794657837 0.021899327378708307 -0.015071845589820228 -0.096551623953356869 0.029778587593420974 0.027487371501970417 -0.087245128972601754 -0.088664338566924017 0.10145884786585627 0.07834472423814158 0.062989829961443547 -0.095483403489944885 -0.0075822791168566944 0.032149964965054637 0.0018283551880747706 -0.10779191943416262 -0.055680482683066579 0.088959987411132604 -0.085621294207657003 0.027293153746054479 0.010745795519955047 0.063434480512603683 -0.097843948424232927 0.092314576468500803 0.074149609118856402 0.011168955336750795 -0.0065906351947740546 -0.11571863314887083 0.00079906171035343211 0.079315147962586527
leaf_weight=0.082575915422011259 0.2788153753317596 0.69383909145835776 1.2191455435167879 0.50329829455040709 0.47059390785216126 0.5592241773411033 0.25956993806505479 0.094009670815012214 0.4982655361527577 0.12506294289050857 0.068039202070849569 0.27684569638006351 0.78004850722845975 0.66851305899035629 19.494803740977012 0.5461962140225296 0.76399562926962972 0.59536741464302068 0.21675391758071783 0.1111263109922902 0.53775522857904434 0.10367226128801121 0.62453142098558945 0.70374676809296943 0.084212687554554577 1.0109728749339399 0.50171883342045476 0.41761377962848201 37.513702722468679 0.58193003572523583
leaf_count=234 67 16 53 72 22 24 110 56 21 15 24 152 39 24 1241 55 25 139 43 89 2 20 199 34 11 132 25 44 1021 25
internal_value=-1.25602e-05 -0.011897 -0.00166241 0.000369413 0.00238784 -0.00270398 -0.000986844 -0.0652456 0.0729008 0.00667686 -0.000127361 -0.0642197 0.000732543 0.0219964 -0.00175835 -0.0488523 -0.0146924 0.00112202 0.0447497 -0.000801783 -0.0410668 -0.0373951 -0.0789411 0.0636101 -0.0124138 0.00122984 -0.0270653 -0.0561629 0.00223551 0.0360646
internal_weight=70.3859 2.1918 1.91298 68.1941 41.1616 27.0326 26.3102 0.722371 0.665054 0.219073 26.0506 0.344885 25.7057 2.69548 23.0103 1.32624 1.43251 21.684 0.915794 20.7682 1.27341 0.320426 0.735658 1.26297 0.166789 40.4965 1.38993 0.919333 39.1066 1.5929
internal_count=4034 136 69 3898 1535 2363 2220 143 266 71 2110 176 1934 107 1827 94 49 1733 202 1531 290 63 288 58 245 1269 91 69 1178 157
is_linear=0
shrinkage=0.1


Tree=190
num_leaves=31
num_cat=0
split_feature=8 7 18 22 7 8 17 18 21 5 5 22 15 7 21 22 15 15 14 3 7 22 7 10 23 19 5 22 22 20
split_gain=0.0338905 0.117988 0.169829 0.150738 0.134007 0.120425 0.0896582 0.0764311 0.0413324 0.227461 0.250341 0.121661 0.0590957 0.24219 0.107566 0.199333 0.0724761 0.226124 0.131055 0.243032 0.208255 0.212462 0.345535 0.316559 0.193643 0.211347 0.115895 0.100535 0.150068 0.219361
threshold=8.8430989333000021 22.620600126450004 13.222029912150001 -0.08786999999999999 22.381996090050006 9.3427090425500019 177.64087306825002 11.928667296000002 15.803805445550003 21.197160116700001 21.991679690250006 -0.18231499999999998 46.074827201850006 23.514778597300005 15.173983806500003 -0.071864999999999998 38.884669609800007 38.483556206400003 300.28003674255007 93.431985407450014 23.864758692950002 -0.070909999999999987 23.109894804950002 61.987779113750001 0.09450500000000002 14.351157895250003 22.387336278850004 -0.099639999999999992 -0.080574999999999994 42.779078631750004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 -3 -4 5 -2 7 -7 12 11 -11 -10 14 -14 16 -16 17 27 20 24 21 26 23 -23 25 -20 -18 -1 29 -29
right_child=1 2 3 -5 -6 6 -8 -9 9 10 -12 -13 13 -15 15 -17 18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00857360224774378 -0.10352637979812454 -0.095619983672981856 0.013185988179116415 -0.062525950157171939 0.077155427237469223 0.030542228611577134 0.073878794422012728 -0.10113069579538501 0.058719441364451064 0.084299039669499518 0.0008561825220070908 -0.094240037881493086 -0.097351739812113119 -0.0011148504617206918 0.028962219341854573 -0.10623375679461543 0.024693615054542012 -0.055343750269726238 -0.0044964248973341737 -0.021189577163790076 -0.030251991846406541 -0.027111949631803633 0.087307629822606703 0.055892892233244264 0.09759598828440566 0.072316816361237088 -0.0043608404892823459 -0.0089848494879914576 0.00050616065572616235 -0.060984696263795837
leaf_weight=9.8760302600016612 0.1093046986861731 0.29831551784809551 0.81246654233837023 0.38880389989208186 0.26818459602145595 0.094692882936215028 0.15226556475681718 0.082482995276222937 0.065646155978356435 0.55853053648024786 1.0092049040164282 0.25013885762018528 0.31622128397248062 1.5111817411343507 0.1903730310367564 0.25531601087675326 1.6356454941560503 0.76024607452563842 0.89089769436395705 0.77886836990364816 1.7107017955277104 1.0682316690217732 0.79375845662434574 0.80623196071246628 0.51350589853245754 0.59905756800435483 8.5465114345424791 6.490735094263747 28.11214641634119 0.92712744041568829
leaf_count=1425 14 26 34 35 13 14 20 45 24 16 53 111 75 84 32 15 34 13 42 22 33 23 27 30 15 44 87 256 1275 97
internal_value=-1.61611e-05 -0.0122122 -0.0280891 -0.011319 0.0214671 -0.0125725 0.0176048 -0.0307572 0.000381536 0.0149875 0.030584 -0.0624424 -3.66683e-05 -0.0177681 0.000469973 -0.0484857 0.000813527 -0.00125701 0.00632506 0.0262112 0.00252521 0.00688867 0.0320071 0.00858955 0.0446388 0.0263874 0.000306421 -0.000351417 -0.00283224 -0.0154841
internal_weight=69.8728 2.20652 1.49959 1.20127 0.706931 0.438746 0.329441 0.177176 67.6663 1.88352 1.56774 0.315785 65.7828 1.8274 63.9554 0.445689 63.5097 46.1663 17.3434 2.78233 14.5611 12.8504 2.66822 1.87446 2.00346 1.48996 10.1822 45.406 35.53 7.41786
internal_count=4034 201 95 69 106 93 79 59 3833 204 69 135 3629 159 3470 47 3423 3066 357 123 234 201 80 53 101 86 121 3053 1628 353
is_linear=0
shrinkage=0.1


Tree=191
num_leaves=31
num_cat=0
split_feature=18 16 15 15 6 15 0 17 10 21 5 6 22 3 5 6 5 23 7 20 20 16 19 15 2 16 20 4 23 15
split_gain=0.033206 0.0766691 0.0887144 0.0561641 0.0610614 0.0666622 0.0595106 0.0440371 0.329822 0.16599 0.0380583 0.111831 0.110819 0.042462 0.205387 0.139085 0.135161 0.196451 0.275526 0.0643422 0.137823 0.120285 0.180017 0.167172 0.394821 0.370244 0.360942 0.340924 0.186278 0.160875
threshold=17.323446153950005 17.684958644900004 20.313914079200003 11.939171177750003 12.26528657645 20.123524217100002 100.27142289135001 214.03087950770001 65.687097501250022 0.49227235280000009 13.154029769200003 11.075258771650001 -0.16276499999999997 81.715684874950014 15.904541771600002 12.26528657645 15.120347274900002 0.08895500000000002 25.987500066900001 38.400997490450003 38.748048509250005 15.404963976500001 12.451004585100002 28.626568391100005 106.79778736115001 18.684956306450005 39.337369931850013 168.01744813895002 0.082745000000000027 27.980927088250002
decision_type=2 2 2 2 2 2 2 2 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 -5 10 -9 -10 11 12 -1 15 -15 -12 -17 -18 -19 -16 -21 22 -22 24 28 26 -25 -28 -23 -26
right_child=1 -3 -4 4 -6 -7 -8 8 9 -11 13 -13 -14 14 19 16 17 18 -20 20 21 23 -24 25 29 -27 27 -29 -30 -31
leaf_value=0.044237589883202498 -0.10198473288417759 0.10055336801843491 -0.10055312473369314 0.10012067610254294 0.09628717456279702 0.10010367931916897 -0.10084291076330879 0.086927520684069406 0.036582312498012762 -0.10186647474471298 -0.0012523611106374673 0.07884183758817187 -0.10046368776789348 0.072330870332942776 0.0085677529187047352 -0.1026030218885171 0.05424363196322414 -0.10503499641459427 0.034322750885888015 -0.03626667010046606 -0.01293642553494144 0.035529976257192696 -0.10897743304283257 0.09440112729507294 0.034165527708627512 -0.00023693031968099166 0.10052867837063753 -0.10106999552482079 -0.0092978636374141162 0.10206290770026641
leaf_weight=0.11496802246330162 0.029256712372869198 0.10796272789593786 0.065689928896745187 0.019069916226726491 0.11796706359018572 0.041245378364692442 0.064827594348287221 0.18730683461762865 0.1131082335850806 0.36946442632802245 5.5747058146722557 0.22384916474584315 0.098074911001900911 0.39769947993772703 8.0392270319481423 0.26317001804090956 0.24825266097400345 0.36953390826238319 0.2302853032015264 1.087477782042696 1.1177885218896779 1.2424901988219961 0.23644825531755476 0.13349718169774749 0.86753455383177402 42.984104360471065 0.093032298143953085 0.85310925831799977 3.6503544842053088 0.58379659119236749
leaf_count=78 349 17 62 4 18 4 191 25 20 92 210 24 403 26 464 66 26 52 23 37 129 53 33 7 304 1032 4 188 72 21
internal_value=-9.82132e-06 0.027188 0.00375781 0.0289157 0.0446688 -0.00398981 -0.0551639 -0.000185428 -0.0257004 -0.069416 6.44204e-05 0.0294847 -0.022376 -0.000124678 0.000700851 -0.00769187 -0.0399966 -0.0205688 -0.0515321 0.000232995 -0.00103485 -0.000294657 -0.0297051 0.00049547 0.0156725 -0.00168967 -0.0595283 -0.0812472 0.00208573 0.0614772
internal_weight=69.5253 0.446019 0.338057 0.272367 0.24311 0.125143 0.0838975 69.0793 0.669879 0.482573 68.4094 0.436892 0.213043 67.9725 61.2866 6.68595 1.11124 0.848072 0.599819 60.8889 52.8496 51.7622 1.35424 50.4079 6.34418 44.0637 1.07964 0.946142 4.89284 1.45133
internal_count=4034 645 628 566 217 199 195 3389 137 112 3252 505 481 2747 2370 377 167 101 75 2344 1880 1843 162 1681 450 1231 199 192 125 325
is_linear=0
shrinkage=0.1


Tree=192
num_leaves=31
num_cat=0
split_feature=18 16 15 13 22 17 16 16 23 2 13 6 22 6 22 4 10 10 22 21 20 0 5 23 23 15 23 0 23 19
split_gain=0.0299795 0.0699276 0.0997422 0.0602569 0.0654934 0.0334292 0.195765 0.232439 0.0783716 0.0643997 0.0810627 0.332538 0.112105 0.0748922 0.0602185 0.0480621 0.285898 0.115147 0.0432404 0.039182 0.137697 0.218282 0.142807 0.108589 0.177626 0.176231 0.107487 0.183969 0.361981 0.217694
threshold=17.138111898250003 17.684958644900004 20.729785921300003 95.862351557400004 0.20949500000000004 205.83789591070004 18.764956119400004 15.524963695900002 0.088145000000000015 258.06114663960005 108.65403534205002 16.235379337050002 -0.089094999999999994 14.385336111050002 -0.06828999999999999 371.57449297710008 62.041548276350007 61.950140699950005 -0.093879999999999991 3.2025200283000004 42.522337019050006 86.420486603250012 18.280220412300004 -0.10747999999999999 -0.52484999999999993 26.243701454300005 0.09180000000000002 87.350693116400024 0.087795000000000026 14.251149826300002
decision_type=2 2 2 2 2 2 2 2 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 15 7 8 -7 10 -8 -12 -13 -11 -15 19 17 -17 -18 20 23 -22 -23 24 -1 -26 27 28 29 -25
right_child=1 -3 -4 -5 -6 6 9 -9 -10 13 11 12 -14 14 -16 16 18 -19 -20 -21 21 22 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-0.10508081545266031 -0.10094724561201013 0.10046490663628137 -0.10050210606258775 0.059661177423817373 0.088591704215179506 0.096570619781604208 0.0054195643241070311 -0.10167586054309713 -0.041653774503725476 -0.022982837416239126 -0.099188523391239708 0.0595270889803916 -0.034144978877078923 0.012376230451060267 0.10058376043146569 -0.037159888579519622 0.0068246264551647083 0.070913389433775328 -0.10704422980114776 -0.00069332856052354717 -0.060597529619010604 -0.013757864626513436 0.10023415570253376 -0.10642764212156236 -0.10124724243128863 0.093316082340299908 0.0090459388311457285 -0.0010914692939757152 -0.11538599913396658 0.043616646295643512
leaf_weight=0.066102131721208934 0.057219631250062686 0.097754834056104301 0.071698924499401073 0.21007085856399499 0.02675490742240072 0.095940202483005943 2.1422036066360315 0.42312932093682321 0.071656127739970543 0.15246255416423071 0.39704917790368188 0.31715922895819015 0.2139505626400926 0.13651053489593323 0.17872742004692554 0.15842177931153756 0.037612726437714628 0.26102083566001966 0.294171678672285 48.97234400740706 0.1520552498868718 0.14385156894786633 0.46565373615158023 0.12760204852383683 0.052743734650788521 0.3967266015970381 7.6403744759691108 4.9302025801430318 0.44280275011465164 0.39922806731192395
leaf_count=39 538 18 72 28 46 28 21 144 22 18 22 17 35 28 19 62 118 35 72 1737 29 19 65 63 145 34 249 228 49 34
internal_value=-1.31765e-05 0.0253338 0.00525307 0.03104 -0.0405587 -0.000184261 -0.00890768 -0.0621977 0.0374725 -1.02156e-05 -0.00527582 -0.0299609 0.0217925 0.0345575 0.0623864 0.00037379 -0.0247725 0.0300945 -0.0941355 0.000669929 0.00517559 0.0465901 0.0733305 0.0029317 0.0479753 0.0704848 0.00121657 -0.00892259 -0.0487408 0.00727484
internal_weight=69.1332 0.463499 0.365744 0.294045 0.0839745 68.6697 4.12879 0.590726 0.167596 3.53806 3.07036 0.928159 0.53111 0.467701 0.315238 64.5409 0.751227 0.419443 0.331784 63.7897 14.8173 0.761561 0.609505 14.0558 0.515572 0.44947 13.5402 5.89984 0.969633 0.52683
internal_count=4034 702 684 612 584 3332 354 194 50 160 95 74 52 65 47 2978 287 97 190 2691 954 113 84 841 218 179 623 374 146 97
is_linear=0
shrinkage=0.1


Tree=193
num_leaves=31
num_cat=0
split_feature=8 20 15 3 7 15 20 22 20 22 5 9 4 9 4 15 8 21 12 12 18 21 20 21 3 18 7 2 20 0
split_gain=0.0309317 0.0955298 0.166523 0.232658 0.157973 0.0592211 0.0382547 0.0367099 0.103113 0.0445839 0.180099 0.0996509 0.278543 0.082666 0.086701 0.150258 0.0658902 0.108892 0.0602634 0.184687 0.0598307 0.176692 0.238088 0.131483 0.129254 0.0784025 0.279672 0.0605377 0.0698608 0.326494
threshold=8.8430989333000021 42.388109226950007 31.233764884050004 93.181958801350021 22.620600126450004 31.756370566200005 39.577821550850011 0.27538000000000007 38.244973486750006 0.10957500000000002 23.042623356550003 197.02865361825005 202.67232305910002 194.56033515110002 191.71186625420003 38.62622401090001 8.4434108459500017 5.3092490988000014 69.826413229550027 77.955876436550014 12.885811969150001 5.1781607048500016 43.572676689450006 1.9176293050000004 108.40938565220002 13.036600629150001 22.589037079550003 60.327272492300004 36.620308449100001 93.692765846100016
decision_type=2 2 2 2 2 2 2 2 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 6 -3 -5 9 -9 18 11 13 -13 14 -11 -16 17 -14 -1 -20 21 23 -23 -21 -24 26 -22 -27 29 -29
right_child=1 5 3 4 -6 -7 -8 8 -10 10 -12 12 16 -15 15 -17 -18 -19 19 20 25 22 24 -25 -26 27 -28 28 -30 -31
leaf_value=0.027021319943721929 -0.072372262653146335 -0.005907851810088554 0.077197357653410528 0.0077625485069120845 -0.040372011030370886 -0.10504000265599643 0.068165400624655773 -0.00085350608174684169 -0.084952752623238592 0.0082760626508643406 0.088175670423203054 0.091998736204112405 0.055083852833509354 -0.05647310090855201 -0.10655160685200303 0.10064739370010456 -0.025055325894983445 -0.042656562751177809 -0.103815467903675 -0.0051458400215170742 -0.0013471191401882377 -0.091822654178194504 0.047694422223814342 0.09052411164001764 -0.10304865504970095 -0.029385189520522999 0.052158549362149267 0.064614819187918379 -0.0010476485081791934 -0.010313856108368586
leaf_weight=0.81364362008753133 0.2984259427612409 0.095079403090494341 0.37991355638951052 0.22291960840811931 0.75019563138630474 0.16456755096078268 0.19796144769861712 0.61210371807135189 0.19137095122459868 1.3461178779125473 0.28139559899591393 0.43124256355076784 0.35273724431499409 0.32432498314301472 0.16080386006325387 0.044736646115779877 0.60270977346226573 0.16840389148183021 0.17211688846873485 1.0030727236353407 3.8304103196296628 0.54175415067129495 0.26428341521341281 0.16766702548557066 0.07248114833555519 0.72205606287206947 1.3113403909883343 0.89434362897759401 50.702605937358129 1.6626849564308086
leaf_count=20 44 23 20 21 32 30 31 71 67 38 29 17 46 19 110 3 9 22 29 133 93 102 53 117 49 22 25 70 2462 227
internal_value=-1.5555e-05 -0.0119388 -0.00396439 0.00919797 -0.012862 -0.0687391 0.036173 0.000361604 -0.0208842 0.000620755 0.0112661 0.00495848 0.0236766 -0.0105579 -0.000960731 -0.061454 -0.00253992 0.0234996 -1.50498e-05 -0.000373645 -8.25989e-05 -0.0168809 -0.0507781 0.00855549 0.0152503 0.000499641 0.0122988 -0.000624232 -0.000234312 0.0158931
internal_weight=68.7835 2.10906 1.84942 1.55099 1.17108 0.259647 0.420881 66.6744 0.803475 65.8709 3.71247 3.43108 1.55509 1.87598 1.55166 0.205541 1.12385 0.521141 62.1585 61.3448 61.1727 2.04926 0.878519 1.17074 0.336765 59.1234 5.14175 53.9817 53.2596 2.55703
internal_count=4034 201 148 104 84 53 52 3833 138 3695 293 264 94 170 151 113 77 68 3402 3382 3353 454 204 250 102 2899 118 2781 2759 297
is_linear=0
shrinkage=0.1


Tree=194
num_leaves=31
num_cat=0
split_feature=21 19 16 16 20 3 20 22 9 0 6 9 8 5 23 5 6 22 0 2 3 21 16 20 6 20 17 0 22 2
split_gain=0.0285907 0.221195 0.352251 0.177812 0.111523 0.0476559 0.269946 0.373809 0.21353 0.221558 0.200748 0.156994 0.149554 0.144186 0.140518 0.458549 0.189434 0.150761 0.156914 0.141302 0.109832 0.10028 0.250536 0.0972227 0.246436 0.154239 0.11632 0.101255 0.0899997 0.118002
threshold=15.803805445550003 14.351157895250003 22.604947139800004 22.554947256700004 41.257403903850005 93.281431752200021 41.942745071500006 -0.071864999999999998 200.52256857420005 86.20003303655001 16.575387281250006 194.56033515110002 3.6471537973500001 20.305669781650003 0.091290000000000024 21.991679690250006 16.465384711100004 -0.054619999999999995 85.925810307250018 211.52504573410002 93.620177476600006 14.70115454445 22.494947397000004 43.631818398850008 15.885371159150003 43.680097826700013 191.08747234645003 91.394134144600017 -0.60918499999999998 164.06957093090003
decision_type=2 2 2 2 2 2 2 2 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 21 13 8 9 10 11 12 -8 -7 15 -15 -17 20 -19 -16 -18 23 -23 28 25 -25 27 -27 29 -1
right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11 -12 -13 -14 14 19 16 17 18 -20 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.025447399439299301 -0.10352819407169214 0.069346987275147848 -0.10893637841566491 0.085806935884169724 0.0077508000423965953 0.038622957032896858 0.0099589592399991229 -0.098818271545719497 -0.10770286096333664 0.099768913902578943 0.056094516953532486 -0.0006769165094245291 -0.10217837187421025 -0.11491039992123363 0.0075004730365663191 0.083644148704972776 0.093023385590162794 0.013863308134392278 -0.10621420841595496 -0.027932506742430779 -0.0060040938487870808 -0.0018907390362196527 0.10120342971787721 0.10204494830749988 0.092909735353962783 0.068711111571256214 0.0082464411210716581 -0.092437250092860773 -0.00017830977784916028 -0.1095581593949126
leaf_weight=0.10512710518287249 0.10393966220544715 0.49595138772565395 0.27840688545256842 0.28006814874242991 0.67448389478795434 0.93398941028863447 0.16688330997476508 0.66688280797688904 0.21229199661138398 0.19238288048654784 0.33098704963958869 0.74879792823048774 0.41390678322977692 0.4487439324439032 9.0251112547120993 0.2232588986771592 0.1231832886114711 0.1707140683861329 0.30019837617874146 1.2858157147711597 1.23360123200473 0.73140820387885586 0.34782127663493156 0.15599491939929055 0.38835867214947928 0.047628218022509716 1.7169696475946237 0.21500424837498144 46.308042854854222 0.16853152037583641
leaf_count=28 22 28 9 6 144 31 104 171 40 4 67 53 89 16 154 32 5 69 11 22 228 61 11 7 16 31 162 372 2007 34
internal_value=-1.10411e-05 0.0123103 -0.00884865 0.0174767 -0.00710782 -0.000349815 -0.0050161 -0.0337251 -0.0127061 -0.00182239 -0.0135921 -0.0309398 -0.069957 0.000690637 -0.00207491 -0.0233458 -0.00331168 -0.0139336 -0.062684 0.00308183 0.00298667 0.00118222 0.0313351 0.000519531 0.019635 0.00630998 -0.00123405 -0.0632131 -0.000516211 -0.0576952
internal_weight=68.4945 1.83285 1.3369 1.05849 0.778424 66.6616 16.4767 2.73213 2.06525 1.85296 1.66058 1.32959 0.58079 13.7446 12.8106 2.4997 2.05096 1.8277 0.470912 10.3109 1.35678 50.1849 1.07923 49.1057 2.52396 2.1356 1.9796 0.262632 46.5817 0.273659
internal_count=4034 209 181 172 166 3825 1096 528 357 317 313 246 193 568 537 361 345 313 80 176 233 2729 72 2657 588 572 565 403 2069 62
is_linear=0
shrinkage=0.1


Tree=195
num_leaves=31
num_cat=0
split_feature=9 22 15 19 20 0 6 22 23 8 5 22 22 8 2 12 18 18 7 22 22 9 22 18 7 7 13 17 21 18
split_gain=0.0279893 0.0940322 0.116573 0.0882898 0.0788262 0.0711302 0.189883 0.0754879 0.0866627 0.104744 0.08672 0.0697234 0.0863924 0.0706156 0.0677317 0.159231 0.0490062 0.0519946 0.0634001 0.311434 0.0658306 0.118111 0.0633668 0.181528 0.202177 0.235082 0.127667 0.0706262 0.0492171 0.367487
threshold=186.68586460755003 -0.018034999999999999 26.912781836550003 14.551174033150001 41.827117825850003 85.732241321850012 16.555386813950005 -0.117885 0.10249000000000003 8.9430209551500024 30.728615921450004 -0.055334999999999995 -0.06483499999999999 8.1436447804000007 60.327272492300004 95.360362796200008 12.909082926650003 13.043896815850003 22.792619241600004 -0.097294999999999993 0.26941000000000009 188.63457064660003 0.10957500000000002 13.754580103150001 23.9417051038 24.573979631000004 102.94912718925001 193.31651039250002 1.0000000180025095e-35 14.266702464150002
decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 -2 -8 9 -9 -11 12 14 -13 -1 -16 -7 -18 19 -19 22 -22 28 -24 -25 -26 27 -27 29 -20
right_child=5 2 4 -5 -6 16 7 8 -10 10 -12 13 -14 -15 15 -17 17 18 20 -21 21 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=0.08122926731711072 -0.10214757812137427 -0.10037262307412607 0.095478202625796871 0.052919222970695248 0.012236116315549715 -0.026879631309691565 -0.068679663129756027 0.06693306888940613 -0.0207966008481167 -0.10104261265002928 0.053355682368346063 -0.10787006252444098 0.079837099598300876 0.013121027911858839 -0.10623456021694669 0.001101474256450018 0.013833840428512604 0.034173911410388683 0.077496224184345819 -0.059130486417092322 0.00021503581497414747 -0.081122549366266991 0.079644021493734271 -0.059774318844114577 0.084542627954708627 0.0072166469231102169 -0.031336898423549725 0.071599721698750937 -0.00091864375804850571 -0.011776089686784152
leaf_weight=0.099696098259299926 0.24729442397801804 0.048675927350045778 0.28401699927144364 0.32901445368770499 0.18976692096475745 0.67636964377015729 0.16997128204093304 0.32686112355077035 0.65458583267900394 0.084279557897389168 0.064003445208072662 0.11807451879917596 0.1380367656859115 0.081558670848608017 0.14236815750405174 4.731034788164493 2.6681379708461455 0.60624761844519526 0.65096561680547838 0.87269453553017118 0.50072035938501258 0.27745079093529057 0.37874851457308922 0.39918134827166829 0.42016189428977657 0.5465613077672058 0.69798095850273967 0.24755146638972292 49.795967099715654 1.5810724879406732
leaf_count=20 112 422 29 35 27 26 49 19 32 43 7 51 12 2 27 1042 31 28 35 31 2 57 12 21 13 34 37 23 1618 137
internal_value=-1.63958e-05 0.00641061 0.0469964 0.00265081 0.0621369 -0.000656557 -0.0218296 -0.0065475 0.00280047 0.0353092 -0.0343996 -0.000463432 0.00180105 -0.05844 -0.000364977 -0.00203416 -0.000113541 0.000189992 -0.000448946 -0.0208832 9.56131e-05 -0.0287852 0.00050634 0.0154719 0.00495674 0.0184693 -0.000136454 0.027287 -0.000267476 0.0142598
internal_weight=68.0291 6.16224 0.52246 5.63978 0.473784 61.8668 1.547 1.2997 1.12973 0.475144 0.148283 5.31077 5.11114 0.199633 4.9731 4.8734 60.3198 59.6434 56.9753 1.47894 55.4964 0.778171 54.7182 2.69019 2.31144 1.91226 1.49209 0.794113 52.028 2.23204
internal_count=4034 1667 478 1189 56 2367 262 150 101 69 50 1154 1101 53 1089 1069 2105 2079 2048 59 1989 59 1930 140 128 107 94 57 1790 172
is_linear=0
shrinkage=0.1


Tree=196
num_leaves=31
num_cat=0
split_feature=10 6 21 20 17 5 18 8 17 6 19 23 23 23 10 16 21 22 21 10 22 23 10 0 3 20 22 17 23 17
split_gain=0.0274867 0.104143 0.077706 0.152843 0.225226 0.280257 0.170171 0.11082 0.0916256 0.172715 0.194667 0.0810354 0.125925 0.103148 0.0688886 0.0634396 0.15519 0.199482 0.0992075 0.152094 0.0897311 0.0703462 0.0566901 0.123793 0.0528011 0.307525 0.558721 0.128418 0.266266 0.129665
threshold=61.987779113750001 16.285380505300001 10.959760372700002 40.467253020850002 188.83172615260003 29.026000224750003 13.376114027300002 8.4434108459500017 190.25644477395002 16.465384711100004 14.651182102100002 0.092075000000000032 0.10249000000000003 0.081280000000000019 61.93400995115001 22.654947022900004 5.3480431922500005 -0.078504999999999991 17.567239925350005 66.590419433100024 -0.5775499999999999 0.11002000000000002 61.923256118600001 85.732241321850012 93.281431752200021 41.942745071500006 -0.097294999999999993 192.20712075930001 0.10301500000000002 188.41589330430003
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 14 -6 -10 -11 13 -13 -3 22 18 17 -17 24 -20 -21 -18 23 -4 -2 27 -27 29 -29 -26
right_child=15 2 7 4 8 -7 -8 -9 9 10 -12 12 -14 -15 -16 16 21 -19 19 20 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.067767900093884739 0.00083075539682310896 -0.011499354011245334 -0.016349702996086107 -0.10856054291769171 0.021928442831065289 0.025567012685932519 0.076981818119838064 0.028271059744645638 0.0031295256770451996 -0.1069807123289624 -0.012680038729722655 0.038064690663301703 -0.0093034670188859494 -0.10363997797901676 -0.016229224134776971 -0.0099418990936788864 -0.0091631322694758193 0.093783231619627372 0.10079094666990562 0.099865981365082179 -0.10225686453009215 0.021414266799413724 -0.0034293821352821574 0.10167730520278669 0.0099824896109955638 0.012095898134516539 -0.10563935851755507 0.084555721846319307 -0.0097405860267004533 -0.028926826580144862
leaf_weight=0.25401513581937152 45.533019595469312 0.60584951235432427 0.16155790441234819 0.56425586903424152 0.65675471807480823 0.21519523976257915 0.30318822547610569 1.6170329624401345 1.2529468056236512 0.39367054822832859 0.49311421085258189 0.86775525193661485 1.5887789215485097 0.15196997201564955 1.7769609689712522 0.30476845071098102 1.8540290044111318 0.47343222331255586 0.22640084067825128 0.030878106175805442 0.076083006312558155 1.2662362779374232 0.50379242783674272 0.19750373810529709 2.1243975652530476 0.80796679012473738 0.80432727010247618 0.53686880273744442 0.67714421637356281 1.4350231858988989
leaf_count=39 2691 132 62 158 8 107 19 29 26 51 11 24 35 31 19 21 36 35 11 2 83 15 4 5 86 97 137 34 9 17
internal_value=-1.18804e-05 -0.00444243 -0.00302524 -0.00943494 -0.0239935 -0.0715299 0.00536529 0.00765568 -0.0107439 -0.0207721 -0.054543 -0.00138982 0.00742904 -0.0299769 -0.00497238 0.000903759 0.0132095 0.0531611 -1.43584e-05 0.0543638 -0.043907 0.0032455 0.0182099 0.0485717 -0.000363512 -0.00887916 -0.0466388 0.00387471 0.0319597 -0.00570427
internal_weight=67.7549 11.6043 11.3503 7.09348 3.57594 0.779451 3.51754 4.25685 2.79649 2.13973 0.886785 3.21435 2.45653 0.757819 2.63982 56.1506 3.89847 0.778201 52.2521 0.333362 0.106961 3.12027 0.862854 0.359062 51.9187 6.38573 1.61229 4.77343 1.21401 3.55942
internal_count=4034 760 721 602 361 265 241 119 96 88 62 222 59 163 90 3274 107 56 3167 96 85 51 71 67 3071 380 234 146 43 103
is_linear=0
shrinkage=0.1


Tree=197
num_leaves=31
num_cat=0
split_feature=9 22 15 4 7 22 8 17 13 12 4 20 0 6 8 6 5 21 7 2 18 18 2 2 7 18 12 9 22 22
split_gain=0.029732 0.0758062 0.0995418 0.0775006 0.106812 0.0943461 0.120988 0.0994227 0.110784 0.231495 0.0768264 0.0752583 0.0535473 0.175095 0.0595635 0.0589801 0.146215 0.0861055 0.0460834 0.0452655 0.0452042 0.0415085 0.0449495 0.0665501 0.0996316 0.0714182 0.174361 0.0650237 0.139154 0.189623
threshold=186.68586460755003 -0.018034999999999999 26.912781836550003 242.61610152800003 19.078733418100004 -0.117885 5.9453602998000008 190.38166638035003 117.54207792135001 152.73554204000004 207.90319581710003 41.827117825850003 85.732241321850012 16.555386813950005 8.4434108459500017 16.575387281250006 30.284449345300001 0.59096247755000009 22.381996090050006 32.468269602050007 17.957852018100002 12.909082926650003 49.864842700850012 60.327272492300004 22.575645983950004 13.552878921100001 82.696898122450008 192.39832633775004 -0.24468499999999999 -0.073609999999999995
decision_type=2 2 2 2 2 2 2 2 2 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 10 8 9 -7 19 -4 13 -2 -15 -16 17 -17 -10 -1 -6 -14 -23 25 -25 -24 -27 28 -26 -30
right_child=12 2 11 4 20 7 -8 -9 18 -11 -12 -13 21 14 15 16 -18 -19 -20 -21 -22 22 23 24 27 26 -28 -29 29 -31
leaf_value=0.051975544864927926 -0.10190778796638041 -0.10032259819696752 0.094346089011187365 0.020202619570663733 -0.095631959540484868 -0.10704599385452114 0.084751683207348855 0.034310780325257959 -0.0066445677663876344 0.0028435400734486953 0.03838713955139203 0.010106222528070606 -0.025114294452293285 0.043106099405894889 0.0054862377434826189 0.026409015683177824 0.055927044717654632 -0.10184159815419572 0.018718480149801098 -0.10067906096968288 0.063451421461962448 0.023317755913303519 0.0057845502379584614 0.049935666365788244 0.043950949276192204 -0.092805471475460075 -0.0019497204221309494 0.0010218939779377345 -0.047192789213928048 -0.0031949461485455246
leaf_weight=0.024797226302325615 0.21947428790372114 0.042992803912141109 0.25393123905087123 0.17790685638249204 0.21589995925302219 0.30207576670522973 0.32965044840238988 0.77730197395521816 1.6847104649059477 0.52466367690249172 0.16992603806863826 0.18210782475489395 0.66184049658477206 0.21293100679758925 0.59884005575440802 0.065338665153831244 0.11206523957662284 0.26332936460494238 1.2463557641021905 0.089649807381192659 0.019473015675657734 0.82007337035611172 0.5798757318407286 0.40124210831709106 0.42989884101552878 0.36008152681279171 0.51094465423375368 51.196318472807661 1.355238920087231 3.5336316296552459
leaf_count=3 112 422 29 63 434 52 26 42 28 6 103 27 26 11 8 7 14 110 16 268 148 11 8 15 28 47 7 1778 111 74
internal_value=-1.38317e-05 0.00667943 0.0448502 0.00339218 -0.0382723 0.00673625 0.0435234 0.00175552 -0.00497854 -0.0373081 -0.00426916 0.0591641 -0.000673261 -0.0195159 -0.00507852 -0.014948 -0.0427126 -0.0763456 0.00414037 -0.0676034 -0.0824706 -0.000209829 6.86558e-05 -0.000258 0.000281127 -0.021407 -0.0395094 -7.14074e-05 -0.0105951 -0.0153915
internal_weight=67.3626 6.04144 0.479032 5.56241 0.41328 5.14913 0.614024 4.53511 3.75781 0.826739 0.284373 0.436039 61.3211 1.47198 1.2525 1.03957 0.440733 0.328668 2.93107 0.114447 0.235373 59.8491 59.1873 58.3672 56.9163 1.4509 0.871026 56.5151 5.31877 4.88887
internal_count=4034 1667 478 1189 645 544 400 144 102 58 374 56 2367 262 150 139 131 117 44 271 582 2105 2079 2068 2006 62 54 1991 213 185
is_linear=0
shrinkage=0.1


Tree=198
num_leaves=31
num_cat=0
split_feature=13 5 16 16 16 8 19 19 23 9 20 20 17 7 20 4 13 22 17 15 20 23 8 19 16 13 20 20 23 20
split_gain=0.0276502 0.0616099 0.170393 0.0594239 0.0689276 0.0645665 0.0567572 0.0551267 0.0356216 0.0331662 0.0825501 0.0775562 0.0439664 0.121614 0.0841887 0.0552854 0.181679 0.070053 0.0467557 0.155753 0.0471314 0.163419 0.194142 0.170836 0.126271 0.056588 0.0532124 0.11215 0.286859 0.0683268
threshold=98.050756475600011 13.154029769200003 14.844965286000003 9.719977270450002 9.2849782877000013 7.1444245619500011 12.951044929850001 12.551012654050002 0.086955000000000018 223.29399794390005 40.00488309970001 42.047301293400004 208.33805927010005 25.213275923400001 41.035283712600005 371.57449297710008 117.56896250265002 -0.23375499999999999 205.32027903760002 33.005488016050009 43.487767439550005 0.083495000000000028 8.4434108459500017 14.251149826300002 18.404956961200003 116.35915634395 43.047778594550003 43.182896969600009 0.082935000000000023 41.898943182100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 7 -4 -5 -8 12 -11 -12 15 14 -14 18 17 -17 20 -20 26 23 24 25 -23 -22 29 28 -28 -3
right_child=1 9 6 5 -6 -7 8 -9 -10 10 11 -13 13 -15 -16 16 -18 -19 19 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.10125594032688666 0.098925638181301734 -0.0012125696387866695 -0.10087206466381196 -0.10017199619994739 0.097285362187050972 -0.10061377010652545 -0.062875769698772233 0.069055987676663003 0.038136401933194279 -0.031692163696347343 0.090958683524958811 0.0023548785200107137 -0.0030048239707607463 -0.0032089559040105499 -0.087334542670095064 0.017841855337078442 0.032124119244102169 -0.086653627858417723 -0.01119259907552096 0.080159383785765315 -0.0090994695109786351 0.075397202570930091 0.087727905846322965 -0.10456593840521133 -0.0073559270540590003 0.065761199735878781 0.0054027819235674835 -0.0019080349297765733 -0.10667935560304026 0.0079077961089290272
leaf_weight=0.024473072267567342 0.22435771542950433 44.701146438866203 0.066904156901728129 0.029402374152567745 0.061247415808338701 0.13479446063092837 0.049672596454968243 0.055745182087321155 0.11747830535932735 0.18402265018084918 0.21034868457354605 0.18627179894247092 0.18645875962101799 2.6231441726704361 0.32425669627264142 0.078013753722188994 0.30761407280533604 0.361147316302321 0.4727414746012063 0.3083922304213047 0.69585940817933023 0.23561596377840011 0.46762862446121278 0.18554668609067448 0.8480737039262749 0.11811535006563645 0.54200264638848183 2.8367066652940593 0.39458881066275353 10.063481475962361
leaf_count=453 19 1265 88 385 40 248 63 60 32 30 17 31 25 140 34 13 40 105 38 27 160 61 40 26 38 36 24 52 45 399
internal_value=-1.70075e-05 0.000120324 0.0366547 -0.030025 0.0406021 -0.0575512 -0.0230363 0.0106197 0.0081184 -0.000132164 0.0236627 0.0493461 -0.000342297 -0.0119012 -0.0565463 0.000236206 -0.0268099 -0.0680908 0.000562655 0.0248732 0.000251799 0.0135579 0.0338747 -0.017975 0.0106363 0.00176351 -0.000328026 -0.0118143 -0.0418178 0.000463378
internal_weight=67.0953 66.7896 0.458413 0.305663 0.0857205 0.219942 0.234055 0.0851476 0.167151 66.3312 0.580643 0.39662 65.7505 3.13386 0.510715 62.6167 0.746775 0.439161 61.8699 0.781134 61.0888 2.55084 1.55132 0.999521 1.08369 0.813975 58.5379 3.7733 0.936591 54.7646
internal_count=4034 2848 202 1186 493 693 183 445 95 2646 78 48 2568 199 59 2369 158 118 2211 65 2146 361 139 222 99 196 1785 121 69 1664
is_linear=0
shrinkage=0.1


Tree=199
num_leaves=31
num_cat=0
split_feature=8 14 12 13 16 17 18 7 17 2 5 16 7 9 2 21 6 18 18 12 18 17 9 21 9 23 22 13 17 15
split_gain=0.0271164 0.091431 0.151155 0.106703 0.126145 0.100804 0.0354109 0.266672 0.2264 0.289942 0.318961 0.199592 0.159386 0.198414 0.137707 0.253777 0.127616 0.167907 0.121046 0.213108 0.167191 0.0911092 0.0819647 0.100527 0.220289 0.114268 0.0968449 0.129057 0.0787228 0.0762404
threshold=8.8430989333000021 168.39662374755002 113.54869230380002 113.82394032690001 22.634947069650003 189.43751236195004 13.327513832500001 23.109894804950002 188.10488866565001 142.56923800370004 21.500664456800006 22.554947256700004 22.938075114600004 189.78071820640002 95.420340682600013 5.7587983756000005 16.395383075500003 13.24088655595 13.043896815850003 155.06885325350001 13.023291802750002 189.19102531915004 195.10791980860003 5.1781607048500016 186.16747084260001 0.078410000000000021 -0.08786999999999999 116.53390612245002 193.82841840970002 33.235275174000002
decision_type=2 2 2 2 2 2 2 2 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 -5 -2 8 11 18 10 14 12 13 28 15 -10 -11 21 20 29 22 -18 23 25 26 -1 27 -25 -8 -20
right_child=1 2 3 4 -6 -7 7 -9 9 16 -12 -13 -14 -15 -16 -17 17 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.077480069353526415 -0.023546423979306001 -0.10834270852829427 0.055432496416070266 -0.074078382107788998 -0.0012237036457374683 0.072213296574058713 -0.022981317102892005 0.0004342568439559785 -0.020524596456279531 -0.026087003550224103 0.082052309470348306 -0.096210040822334308 0.029002335854910438 -0.1086011551628417 -0.0049513943639365853 0.10145061341483003 0.017393476303966867 0.045240440561540897 -0.013461912431938824 -0.010874090161336015 0.06910633454994046 -0.019722663680611846 0.026412734809585725 0.009746473112232909 -0.083585031463818599 -2.7231030666915866e-05 0.0026397195987708745 -0.10193486250391713 0.094530106357996926 -0.10618726595029732
leaf_weight=0.20207325048841296 0.20313757308394897 0.18398642490501504 0.20129877860017575 0.3435173348379974 0.77123281172862335 0.23957859445363283 0.61909282384036035 45.065810188850406 0.29181515891104881 1.2434001724031984 1.1625540114473549 0.44756245053213195 0.4576824805715205 0.31045802624430507 1.2031622459180651 0.41054580640047789 1.2446461518520671 1.0297217963452565 0.11665254503896028 2.2253402895585168 0.34135566177064891 1.4112351380044854 0.85382898071838997 0.18996866518500666 0.46887273776519567 3.2405734332787688 1.7141997869048282 0.22724606733390829 0.062790639197544351 0.36968503723619506
leaf_count=181 46 19 24 40 56 16 200 2574 38 20 39 30 27 11 12 15 20 25 70 51 20 41 14 55 29 140 101 74 33 13
internal_value=-1.65746e-05 -0.0116579 -0.0234435 -0.0115744 -0.0236743 0.0282745 0.000331849 -0.00111202 0.00411016 0.0166383 0.0407727 -0.0378345 -0.0198164 -0.0423323 0.0155881 0.0507727 0.00161572 0.0109617 -0.00595922 -0.0239795 0.000791876 -0.00232864 -0.00258935 -0.00668717 -0.0215278 0.00452222 -0.00787635 -0.0510835 -0.0121604 -0.0839462
internal_weight=66.853 1.94275 1.50004 1.31605 1.11475 0.442716 64.9103 46.9634 17.9469 7.99708 3.06808 1.89759 1.45002 0.992341 1.90552 0.702361 4.929 3.6856 9.9498 2.71168 7.23812 2.65588 6.89676 6.04293 2.60029 3.44265 2.13141 0.417215 0.681883 0.486338
internal_count=4034 201 139 120 96 62 3833 2875 958 210 104 301 271 244 65 53 106 86 748 134 614 61 594 580 259 321 230 129 233 83
is_linear=0
shrinkage=0.1


Tree=200
num_leaves=31
num_cat=0
split_feature=10 13 0 23 16 10 16 10 5 20 3 0 0 10 3 8 5 8 4 0 19 20 0 16 22 0 7 20 18 20
split_gain=0.0268488 0.365886 0.282026 0.299565 0.325996 0.297913 0.33254 0.226227 0.188447 0.246437 0.154925 0.138353 0.266654 0.18053 0.334314 0.31269 0.201731 0.129371 0.109781 0.211016 0.113368 0.102993 0.0981183 0.0941132 0.349412 0.137319 0.100098 0.136812 0.0955198 0.265711
threshold=66.590419433100024 113.13031812925001 93.399723909900004 0.11531000000000002 19.199955102150003 69.999384342500022 19.974953289850003 70.077349628250019 18.946524085150003 35.419594101850009 85.63276837105002 94.625660817400004 94.165934477050016 71.015621515800021 83.538459487450012 7.943800736700001 17.621651749750004 5.9453602998000008 250.05420802265002 92.313586825200005 13.051052998800001 47.927946529500012 93.953546284800012 20.629951758200004 -0.097799999999999984 90.533827542850005 24.573979631000004 41.898943182100005 13.893471991850001 40.80591513400001
decision_type=2 2 2 2 2 2 2 2 2 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 18 6 -4 -7 10 -10 11 12 -9 16 -15 -16 -13 21 19 20 -2 -1 -11 24 25 -3 28 -28 -25 -30
right_child=2 23 5 -5 -6 7 -8 8 9 22 -12 13 -14 14 15 -17 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 27 -29 29 -31
leaf_value=-0.10052369653058231 -0.10979409852401055 -0.023928889029402187 0.087707136045927156 0.085614749653807665 -0.088395001627897096 -0.097092715172009889 -0.013378492629616105 -0.00030272906483177966 0.10148850195026937 0.0025720820644556663 0.066083123500055824 -0.001157749511942166 -0.10458522509791646 0.0010428380748386072 0.066704698475887447 -0.10453762121174029 0.078590309638275971 0.10140983231364922 -0.087462417038616957 0.10046415118538039 0.031193471569383194 0.072037427221797304 -0.10299337788246024 0.001149640615200811 -0.12719404630241887 0.1010339942268228 0.079471625668367241 0.0089762949005699165 0.015779524147301847 -0.060166487835334528
leaf_weight=0.064409635645801155 0.11179198666195844 0.22831658685936418 0.78927879465084305 0.16734770351467876 1.0216248855576848 0.24975713633466767 0.55376383429393172 0.72588223935441465 0.085873272269963219 0.11118475347757339 0.35070782128809597 0.65524315158973212 0.37028400913845871 18.401878889018722 0.13287114186368754 0.53999135195044801 0.61483780515845865 0.49005169072188437 0.099158435255503719 0.21337714491710358 0.11643633627227246 0.074703466554183251 0.42305684344555061 36.192747988813608 0.25861733271767562 0.14302051160484552 0.36744366864149824 1.0977778353699248 0.92143816733732709 0.92128497169505863
leaf_count=234 29 224 60 9 73 12 7 24 2 7 29 28 64 1564 24 153 15 22 63 15 22 11 164 843 122 6 44 37 34 93
internal_value=-1.4995e-05 0.00158166 -0.00254389 -0.0415422 -0.055162 0.000266274 0.0460275 -0.00244577 -0.00139103 -0.0557492 0.000155815 -0.000922551 -0.0355293 0.000942037 -0.00148868 -0.0707221 0.0374478 0.0772497 0.00762268 0.0289732 -0.0378658 -0.00785871 -0.0810234 0.000395342 -0.037952 0.0242006 0.0010069 0.0266549 1.88778e-05 -0.0221903
internal_weight=66.4942 40.7598 25.7343 1.72974 1.56239 24.0046 1.34304 22.6616 22.4118 0.620115 21.7917 21.441 1.09617 20.3448 19.0747 0.672862 1.27008 0.629165 0.540764 0.441605 0.228228 0.139113 0.534242 40.1306 0.629954 0.371337 39.5007 1.46522 38.0355 1.84272
internal_count=4034 1670 2364 211 202 2153 67 2086 2074 173 1901 1872 88 1784 1741 177 43 267 129 66 51 245 171 1403 352 230 1051 81 970 127
is_linear=0
shrinkage=0.1


Tree=201
num_leaves=31
num_cat=0
split_feature=9 19 21 9 16 21 4 16 17 12 13 20 13 21 4 16 5 19 0 6 6 5 7 5 22 22 16 19 19 16
split_gain=0.0251155 0.0720388 0.0667828 0.142266 0.0691022 0.0532357 0.0877791 0.0793868 0.0577473 0.0574643 0.0720804 0.0526667 0.184173 0.0704452 0.0618728 0.0496101 0.0492761 0.0491519 0.0467208 0.151873 0.0528277 0.144335 0.0444046 0.0378334 0.045023 0.0335019 0.0325756 0.0419447 0.0321211 0.241906
threshold=186.68586460755003 14.551174033150001 15.803805445550003 182.80199813410005 22.794946695500006 5.1781607048500016 209.52275111965002 22.694946929300002 179.11813834395002 95.360362796200008 117.70876232545002 41.770271989050009 116.53390612245002 9.1912342607000017 375.65892766775005 17.144959907600004 20.911722254300006 13.351077205700003 85.732241321850012 16.555386813950005 16.625388449550005 24.628131835750001 21.725272673150005 34.15452600950001 -0.62218499999999988 -0.23349 18.594956516900002 13.351077205700003 12.851036860900001 18.634956423400002
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 5 6 8 9 26 -7 11 -11 13 23 -15 -4 -10 25 19 -2 -21 -22 -23 24 -13 -8 -1 -28 -20 -30
right_child=18 -3 3 -5 -6 7 17 -9 16 10 -12 12 -14 14 -16 -17 -18 -19 28 20 21 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.10493649914334101 -0.1016301335693966 0.052325141812744273 0.048623365039032404 0.096911353164612093 0.10034496101242479 -0.084687611146249397 0.051114788094628189 -0.10393819447301676 0.02842459800457885 0.00052236693697807653 0.077213563733541088 0.10017762810300596 -0.1033169756160022 0.067875556431761214 -0.10065082570368165 -0.10226174790214156 -0.0061921366526386419 0.088293644809639735 0.0046313559299371978 0.01091954252562663 -0.1020685128674669 -0.031464642906906058 0.049868197256971308 0.098306358127685012 -0.078906968068721897 -0.10012675170277328 0.10016534626139431 -0.10045858754191883 -0.033082879773711098 0.00027250351939285832
leaf_weight=0.072996887462067561 0.19078955155236954 0.32088001118972886 0.033186552461984209 0.20336418598890305 0.068953332491218933 0.090218560517315249 0.03365110851731834 0.085348585795145371 0.72114232199419326 2.1573050143629766 0.10619295775904891 0.015879827012668102 0.22947059313446516 0.18758630393134013 0.024647770058948026 0.06346074511407096 0.95679347135592252 0.2081851380930857 11.169797165928001 0.73972156356285246 0.17953201374075434 0.12143215097421489 0.15010245831217617 0.017424460154870758 0.12106204212335558 0.025933608247584172 0.02214271598495543 0.019685791201482061 2.28379184190453 45.342607804745057
leaf_count=230 112 39 82 13 9 15 80 8 30 125 25 3 60 141 151 40 18 38 708 18 69 38 25 7 164 335 9 45 408 989
internal_value=-1.71269e-05 0.00627601 0.00357203 0.0494392 0.000907619 -0.000437943 0.0119672 -0.00885968 0.00399042 -0.0061087 -0.00362955 -0.00674753 -0.0330588 0.0109187 0.0483038 -0.0504511 0.00868542 0.0653727 -0.000622151 -0.0187992 -0.00552796 -0.0325008 0.0134956 -0.040481 -0.0581403 -0.0147115 -0.0646173 0.00574551 -0.000195031 -0.00132696
internal_weight=65.9633 5.78551 5.46463 0.300011 5.16462 5.09567 2.06053 3.03514 1.79276 2.94979 2.85957 2.75338 0.596071 0.3666 0.212234 0.0966473 1.67794 0.26777 60.1778 1.38158 1.19079 0.451067 0.271535 0.154366 0.136942 0.0595847 0.114825 0.0418285 58.7962 47.6264
internal_count=4034 1667 1628 135 1493 1484 785 699 332 691 676 651 526 466 292 122 48 453 2367 262 150 132 63 174 167 415 284 54 2105 1397
is_linear=0
shrinkage=0.1


Tree=202
num_leaves=31
num_cat=0
split_feature=8 22 8 19 22 22 19 22 23 13 23 6 13 21 10 0 2 16 23 0 17 6 20 9 9 22 16 23 7 18
split_gain=0.0256138 0.0668445 0.0600885 0.126215 0.0979032 0.0394945 0.0290642 0.15231 0.184665 0.250663 0.197817 0.180806 0.492536 0.160495 0.119067 0.108855 0.244185 0.108686 0.107511 0.10698 0.136838 0.104619 0.165936 0.186527 0.3047 0.0979523 0.095697 0.0938588 0.224879 0.157371
threshold=9.5425530862500008 0.022350000000000005 8.8430989333000021 14.451165964200003 -0.090495000000000006 -0.14429 14.351157895250003 -0.078649999999999984 0.087715000000000029 117.49368567500001 0.093905000000000016 16.385382841850003 117.38883580790001 5.4349223666500004 62.014663695050011 86.692020874450009 93.57193670880001 22.594947163200004 0.13377000000000003 86.329079026800017 195.92600399440002 16.465384711100004 40.94178426300001 185.90443620030001 205.22231928645002 -0.013805 22.644947046300004 0.049900000000000007 24.909276771700004 15.097325840300002
decision_type=2 2 2 2 2 2 2 2 2 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 6 -4 -5 -2 17 11 9 -9 25 12 -8 15 -11 16 -13 18 27 -12 -21 26 -23 -24 -25 -10 -19 28 29 -1
right_child=1 -3 3 4 -6 -7 7 8 10 14 19 13 -14 -15 -16 -17 -18 21 -20 20 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0088172601958090915 0.014389215996276595 -0.033986750102789336 0.00046796128894078051 -0.013279375471386754 -0.10285414758526822 0.094387750903453249 -0.0033830083948567439 0.098127236323836312 -0.0082542008803756992 0.053143633874241897 -0.0038634438252857384 0.021571412980998753 -0.11376365438506547 0.0096563579530131189 0.00088866455482838913 -0.0086677116471052303 -0.11104760378568859 -0.0092935069728457484 -0.062649265592699663 0.052158797586071087 0.0094344652659697926 -0.0065144909200119915 0.0003468345756158296 -0.11122883590296261 -0.0073227197792150676 -0.083366291733657436 0.026859462973268668 0.0038225039473709075 -0.086614562055063016 0.092047021046055388
leaf_weight=4.1253128380721469 0.11814998807676602 0.12318164980206348 0.99108404925209359 0.22651111049344763 0.2645019938763653 0.12919257824978458 1.6482030384941055 0.51694121686159489 0.34350147400982678 0.67887885459822417 3.1428915422584396 0.23194523947313284 0.53562350933316327 6.7489524643542609 1.2190546591737073 2.0492295001167804 0.34586634925653925 2.532798073305456 0.26141550506440481 1.0316615914925935 2.7423663306981325 2.7682671721559018 0.58332466706633557 0.6925775521667672 0.47631900012493134 0.35105270834537794 1.0298786482744615 29.297950745386473 0.36681867782942834 0.16071198315529489
leaf_count=612 25 32 52 20 42 30 59 98 26 37 61 25 55 114 18 24 40 30 60 18 48 33 4 48 2 18 39 2148 178 38
internal_value=-1.81122e-05 0.0262 -0.000166734 -0.0200724 -0.0615321 0.0561742 0.000295092 0.00328082 0.0123003 0.0363942 0.00465604 -0.00454215 -0.0304559 0.00149359 0.0195799 -0.0194768 -0.0578117 -0.00122872 0.00123527 0.00976455 0.0211135 -0.0116576 -0.0217574 -0.0458391 -0.0688877 -0.0462186 0.00115739 0.00172717 -0.0114667 -0.00503518
internal_weight=65.7342 0.370524 65.3636 1.4821 0.491013 0.247343 63.8815 21.5862 10.0263 2.41487 7.61147 11.5598 2.18383 9.37599 1.89793 2.62704 0.577812 42.2954 34.2122 6.91692 3.77403 8.08317 4.52049 1.75222 1.1689 0.694554 3.56268 33.9508 4.65284 4.28602
internal_count=4034 87 3947 114 62 55 3833 641 324 153 171 317 114 203 55 89 65 3192 3036 127 66 156 87 54 50 44 69 2976 828 650
is_linear=0
shrinkage=0.1


Tree=203
num_leaves=31
num_cat=0
split_feature=10 13 0 23 20 18 10 19 10 5 20 18 3 2 0 0 10 3 23 5 8 21 23 23 20 21 18 12 16 21
split_gain=0.0250647 0.336214 0.246921 0.262908 0.329787 0.438053 0.251036 0.306109 0.197549 0.16274 0.216989 0.150153 0.133355 0.113862 0.13254 0.21974 0.166232 0.309149 0.257614 0.177566 0.11031 0.110239 0.194787 0.108529 0.23391 0.108101 0.109214 0.102281 0.194692 0.112643
threshold=66.590419433100024 113.13031812925001 93.399723909900004 0.11531000000000002 34.41230404325001 13.581061237400002 69.999384342500022 13.951125619400001 70.077349628250019 18.946524085150003 35.419594101850009 13.303774303900001 85.63276837105002 41.467794892200004 94.625660817400004 94.114853772600014 71.015621515800021 83.538459487450012 -0.085699999999999998 17.621651749750004 5.9453602998000008 1.9176293050000004 0.085495000000000029 0.098545000000000021 40.890797847750008 1.4144203964000002 15.504699510200002 191.60361862930003 15.584963555600002 7.0441631297000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 3 4 -2 11 7 -4 -8 12 -11 -6 13 -10 15 -15 19 21 -19 -16 -1 22 -18 27 -25 26 -24 29 -29 -23
right_child=2 -3 6 -5 5 -7 8 -9 9 10 -12 -13 -14 14 16 -17 17 18 -20 -21 -22 23 25 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0056795649086668889 0.076540179100729078 0.00043318334557872781 0.092355310709945626 0.083511804681380919 -0.040403825216616202 -0.10604204919559404 -0.094130062520271285 -0.0051240663951120889 0.093628290542557863 0.1013376528508758 -0.078894381984559059 0.091917378358140622 0.062593516692391535 -0.0047806863600700182 -0.0004275841058723435 -0.1039872710661046 -0.10436225618347435 0.071960076022164421 -0.10381074676483469 0.075723893210913537 0.10128150402545753 0.0051449474238442362 -0.024395248294240352 -0.096640834011774979 0.0016179125594207398 -0.10546158167731426 0.040384504868710536 0.075313838758388305 -0.049479050939113055 -0.032286034664756123
leaf_weight=0.12321795033869776 0.17205246167123078 39.53612438718369 0.63632924837145555 0.15495071443001496 0.17112624512719754 0.94394035490586248 0.23225608211942272 0.6524512181058526 0.12635365594179404 0.077353253960608437 0.48960513883173462 0.17190749286419305 0.33478453453517332 0.69418643040831074 0.64251655997805091 0.32912351572122134 0.26122534667110286 0.10068064654728914 0.48531652262113212 0.58497736963909119 0.44332770234905183 14.058780086640807 0.68873242711470062 0.34063543394813567 0.83902077959359644 0.10636443960765962 0.41833278544248742 0.48803793849475674 0.16806963206477121 0.85273999802493072
leaf_count=245 10 1403 54 9 18 141 12 13 5 2 171 33 29 15 27 71 206 12 164 15 22 356 45 90 60 15 175 392 79 145
internal_value=-2.41797e-05 0.00152926 -0.00249415 -0.0403358 -0.0534886 -0.0708719 9.29398e-05 0.0430059 -0.002385 -0.00142025 -0.0543043 0.0259075 -2.69748e-05 -0.00101656 -0.00158443 -0.0366881 0.000208492 -0.00211851 -0.0736114 0.0358633 0.0780186 0.000180622 -0.0260312 0.00248866 -0.0267551 -0.00916823 8.34313e-05 0.00470465 0.0433467 0.00300439
internal_weight=65.3245 40.1027 25.2219 1.61398 1.45903 1.28697 23.6079 1.28878 22.3191 22.0868 0.566958 0.343034 21.5199 21.1851 21.0587 1.02331 20.0354 18.8079 0.585997 1.22749 0.566546 18.2219 1.47465 16.7473 1.17966 1.21343 1.10707 15.5676 0.656108 14.9115
internal_count=4034 1670 2364 211 202 192 2153 67 2086 2074 173 51 1901 1872 1867 86 1781 1739 176 42 267 1563 441 1122 150 235 220 972 471 501
is_linear=0
shrinkage=0.1


Tree=204
num_leaves=31
num_cat=0
split_feature=12 12 12 7 21 14 9 22 5 22 20 21 21 21 23 21 21 23 17 9 13 20 20 22 9 16 23 21 6 7
split_gain=0.0262756 0.217327 0.136942 0.229203 0.0941724 0.232046 0.190486 0.10965 0.299826 0.282148 0.107095 0.101922 0.179925 0.121734 0.262113 0.328162 0.174355 0.171062 0.114148 0.0893144 0.150175 0.138973 0.136231 0.134121 0.133194 0.144766 0.146176 0.102616 0.172976 0.0832002
threshold=147.88310320375004 145.97209859650005 152.73554204000004 22.721067571950005 1.8675847688500002 265.16683954625006 207.04102956050002 -0.071864999999999998 17.324237253850004 -0.0034049999999999996 35.419594101850009 2.0976681454000006 2.3925196316500004 4.6887961308500001 0.088075000000000028 3.4801976177500005 5.0536544109500001 0.094725000000000018 197.78839148195001 213.27127849780001 115.51498049095001 41.770271989050009 42.977735738100002 -0.048954999999999992 207.04102956050002 15.584963555600002 0.093160000000000034 5.6596500893500012 15.945372561050002 24.312940751750002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 -9 -11 -6 -13 14 29 17 18 -16 -15 24 21 23 -23 -21 25 26 -18 -26 -29 -14
right_child=2 -3 4 -5 11 7 -8 9 -10 10 -12 12 13 16 15 -17 19 -19 -20 20 -22 22 -24 -25 27 -27 -28 28 -30 -31
leaf_value=0.0012208285720058075 0.042037457427185232 0.078637679492181325 0.077162294630366363 -0.092266683165838206 -0.057853530004641267 0.016392743685478179 -0.026754482416566656 0.082995594454279328 -0.087224818259427669 0.001554445905015945 -0.090972455394408847 0.075906647109973968 -0.015535438990593502 0.053416680149858245 -0.048848972166541355 -0.10647520612263824 0.072812415265271116 0.056906138520959618 -0.0010810266886735131 0.086101273987775784 0.090703282700177856 -0.089878154660607501 0.046032828636694972 0.0018147385936556197 0.0050663705651179669 -0.0029693951004426638 -0.074833268443682335 -0.091228976671796969 -0.012436062782662677 0.015287744296550252
leaf_weight=28.855525004796991 0.18594490800478425 0.36722758912674081 0.80457211487464453 0.40132161810333855 0.33203325980071241 0.71339694495155492 0.22593169178708195 0.43381416268539397 0.45888525770772048 0.56380802793228191 0.16076057120983478 0.29249821740450244 2.2933640646206217 0.96778353356717406 0.36892085412728171 0.64483771427330794 0.44185327846151778 0.261270787781541 0.63751452123915442 0.27313309422117971 0.25899489194489422 0.23483482189658389 0.10751670189347351 0.6113716489617208 0.53223727204021898 20.743485153690358 0.079052470379508577 0.51061887102878223 0.61322462606585759 1.4167001573644027
leaf_count=1618 26 46 107 49 41 128 34 52 109 44 67 60 89 20 39 50 405 21 32 46 29 47 18 20 8 560 60 76 17 116
internal_value=-2.80534e-05 0.00219369 -0.00185335 -0.0497423 -0.00104942 0.0148646 0.0543792 -0.00260671 -0.0241679 0.0192132 -0.0189746 -0.002741 -0.00215616 -0.00289279 -0.0172079 -0.0563224 -0.000149322 -0.00500402 0.0317739 -0.00224904 0.0215103 0.00690331 -0.0471948 0.0278422 -0.00378927 -0.00166188 0.0504058 -0.0311053 -0.0482357 -0.00376551
internal_weight=64.7924 29.2228 35.5697 0.587267 34.9824 3.36117 1.0305 2.33066 1.17228 1.15838 0.724569 31.6212 31.2892 30.9967 4.98509 1.27503 26.0116 0.630192 1.6053 24.4063 1.48585 1.22686 0.342352 0.884505 22.9205 21.2644 0.520906 1.65608 1.12384 3.71006
internal_count=4034 1664 2370 75 2295 541 141 400 237 163 111 1754 1713 1653 315 110 1338 60 52 1286 160 131 65 66 1126 1025 465 101 93 205
is_linear=0
shrinkage=0.1


Tree=205
num_leaves=31
num_cat=0
split_feature=18 16 17 13 8 3 21 5 5 9 6 3 20 22 4 9 23 10 22 15 22 13 2 3 3 20 22 22 5 23
split_gain=0.0233777 0.0614925 0.0864371 0.071714 0.0685777 0.033129 0.141552 0.137732 0.174355 0.104939 0.07576 0.117231 0.0932067 0.0529592 0.158379 0.124309 0.163965 0.116614 0.0741458 0.20079 0.114457 0.119565 0.0848582 0.0583705 0.0751115 0.0513823 0.059715 0.0444985 0.180994 0.124397
threshold=17.138111898250003 17.684958644900004 212.37354083175003 95.862351557400004 7.1444245619500011 81.715684874950014 6.7825386038500008 15.904541771600002 14.711207928400002 223.29399794390005 12.26528657645 80.63761316465002 34.466665687600006 -0.50001499999999999 267.94697827110002 214.31567825310003 0.10721500000000002 75.499969677400017 -0.16276499999999997 37.491361913600009 -0.23783499999999999 117.28936285705002 315.94243452415003 85.401560971850017 108.40938565220002 41.942745071500006 -0.10051499999999999 0.20949500000000004 19.830540377400002 0.084360000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 6 10 8 -7 25 -1 12 -12 14 15 16 -9 18 19 20 21 -15 23 -22 -25 -8 -27 -20 29 -29
right_child=1 -3 4 -5 -6 7 9 13 -10 -11 11 -13 -14 17 -16 -17 -18 -19 27 -21 22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0007913935583391987 -0.1008889074370736 0.10038151093440165 0.066919382715776951 0.077725801627294921 -0.1006210759496366 -0.035671590885152274 -0.10201079746739841 -0.1023705777273286 0.093958898874192273 0.067329268070896689 0.018174009571319882 0.0086748147284373706 -0.1018464119390442 -0.099399269470002771 0.014768710826315444 0.032281290583168663 0.034729615588569615 0.034396224364465898 -0.00088843251472675827 0.077530600490821611 -0.10117427186246947 0.034781593778034692 -0.10053883139624131 0.084819670899313845 -0.043808478022875089 0.068023232495862576 -0.10039619295784036 0.031986586603601978 0.068979224856527854 -0.075512343988256084
leaf_weight=5.625274628795693 0.02660631655959278 0.083682081914957962 0.032698482186674482 0.14489190268795937 0.096628290818443929 0.1505038065295129 0.28560788717959429 0.43459379555861122 0.33405735959240701 0.054117085430334555 0.08450601904769417 0.33125655235198792 0.27614327484479873 0.2006708111127864 0.67985487857185944 0.1352470790152438 0.1091382207814604 1.0044263180677706 52.484712498031065 0.44524208321672631 0.024469856696660797 0.099254751527041662 0.044444320143156801 0.23232211910180922 0.056423346883093473 0.043669653108281636 0.040647731753779226 0.20921970694325764 0.41897453503145243 0.22173259628891628
leaf_count=339 424 18 109 22 129 151 141 100 16 11 15 25 77 113 37 16 17 22 1689 35 10 37 45 149 42 102 52 11 48 32
internal_value=-2.5024e-05 0.0245587 0.00346672 0.0500154 -0.0582608 -0.00017266 -0.00680362 0.000607659 0.0536959 -0.0627337 -0.0030493 -0.0342746 -0.0737237 0.000154768 -0.0193495 -0.0535117 -0.0748517 0.000632802 9.83233e-06 0.0256751 -0.00943563 -0.0549946 0.0287692 0.0471176 0.0596846 -0.0817609 -0.0131684 -0.000520861 0.0221775 -0.0233235
internal_weight=64.411 0.384507 0.300825 0.171498 0.129327 64.0265 6.74122 57.2853 0.484561 0.424042 6.31718 0.691906 0.360649 56.8007 1.35883 0.678979 0.543732 55.4419 54.4375 1.10283 0.657585 0.299926 0.35766 0.313215 0.288745 0.369925 0.0843174 53.3346 0.849927 0.430952
internal_count=4034 702 684 446 238 3332 762 2570 167 306 456 117 92 2403 170 133 117 2233 2211 431 396 150 246 201 191 295 154 1780 91 43
is_linear=0
shrinkage=0.1


Tree=206
num_leaves=31
num_cat=0
split_feature=13 16 16 8 21 5 3 19 16 3 5 23 6 23 9 20 22 20 12 17 17 16 6 7 9 20 10 12 21 18
split_gain=0.027622 0.0488715 0.0537061 0.0482369 0.0421726 0.0285204 0.0815399 0.0348699 0.0749304 0.0328817 0.137426 0.218415 0.131006 0.163383 0.0941905 0.0417328 0.0958419 0.129048 0.0958124 0.0738366 0.184972 0.172713 0.274461 0.137366 0.32431 0.173138 0.180213 0.166108 0.132381 0.279868
threshold=98.050756475600011 9.719977270450002 9.2849782877000013 7.1444245619500011 3.2889937526500006 13.264960807550002 78.387373709500011 12.250988447150002 17.874958200600002 81.105404879350019 16.351273197450002 0.08895500000000002 12.350288562550002 0.11278000000000003 206.75106037490002 43.426640904350009 -0.095854999999999996 44.421469061800003 196.95882362420002 190.94474013770002 190.4716172434 18.634956423400002 13.915325129350002 23.109894804950002 195.30595290385003 40.523311941050004 62.095317438950012 105.35624869990001 2.3925196316500004 13.712081531300003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 7 -2 -9 12 11 -11 -7 -14 -13 19 17 -17 -18 20 -12 22 -21 24 25 -23 -27 -26 29 -25
right_child=5 3 -4 -5 -6 9 -8 8 -10 10 15 14 13 -15 -16 16 18 -19 -20 21 -22 23 -24 28 27 26 -28 -29 -30 -31
leaf_value=-0.10091576373319838 0.10075554282215504 0.059678236107295363 0.096344074660860229 -0.10049251916589308 -0.10014855475041702 -0.0022862482500373344 0.00086894775093937146 -0.10084501109060438 0.093559073778354457 0.083635433304560206 0.0021990937839851806 0.03431348901700481 -0.10180748061790348 0.0085310581720174621 -0.055385455274400357 0.069424839007087791 -0.017083788335883209 -0.009830653967017447 0.026294995778415559 0.022844135756002935 0.061237435131456852 0.053460410496740607 -0.090824710044999424 0.087027830567419459 -0.012044174080328757 -0.046391052348084119 0.017979810499584789 -0.10684531314747391 -0.003186777736009744 0.0064674123271386804
leaf_weight=0.019343487552631156 0.13959037698805232 0.047369256534409487 0.048179778846588306 0.11272206553667274 0.025341604370311188 4.5249722816370186 0.70967309018544711 0.032109075001358178 0.051830814161803573 0.50234935873595432 21.905504910711219 0.23025968403089792 0.31041876469680563 0.23639943200396374 0.23813842446543276 0.54036027383335783 1.2970425672999675 0.33146712705365644 0.83823962401584129 0.34514304218555736 0.54386156490363546 0.44044194812886761 0.55240011340777073 0.49448758117796687 0.27515676617622364 0.9424284570113739 0.80762978369602934 0.56300239978736499 23.672265458625589 3.3710247149865609
leaf_count=453 8 146 40 248 299 108 146 44 16 27 823 26 104 38 16 83 85 233 31 31 22 28 127 87 16 33 29 38 457 192
internal_value=-2.58276e-05 -0.0330056 0.0398348 -0.0595295 0.00397449 0.000104735 0.0174585 0.0701279 0.0191947 -0.000152474 0.000523934 0.0378325 -0.00787324 -0.0541061 -0.0112904 -0.000112343 0.0113528 0.0392921 -5.47437e-05 -0.000751829 0.00362937 -0.00387779 -0.0471143 -0.0026082 -0.0228224 -0.00258069 -0.0166847 -0.0757233 -0.000385008 0.0167729
internal_weight=64.1492 0.252956 0.0675233 0.185433 0.0727109 63.8962 0.933203 0.22353 0.0839399 62.963 57.8912 0.970747 5.07179 0.546818 0.468398 56.9205 3.00711 0.871827 2.13528 53.9133 22.4494 31.464 0.897543 30.5664 3.02866 2.1905 1.75006 0.838159 27.5378 3.86551
internal_count=4034 1186 493 693 445 2848 214 68 60 2634 2384 69 250 142 42 2315 432 316 116 1883 845 1038 158 880 144 90 62 54 736 279
is_linear=0
shrinkage=0.1


Tree=207
num_leaves=31
num_cat=0
split_feature=13 16 16 8 19 18 5 18 6 3 6 22 22 7 9 6 13 2 16 7 3 7 0 16 23 9 7 18 22 21
split_gain=0.0246934 0.0435048 0.048286 0.0445216 0.0388842 0.0263153 0.0653337 0.0827963 0.0272042 0.136323 0.295766 0.286563 0.114495 0.106845 0.131778 0.092412 0.22874 0.224258 0.100367 0.271103 0.314109 0.332808 0.217375 0.251351 0.230508 0.214586 0.107076 0.0929737 0.220769 0.129671
threshold=98.050756475600011 9.719977270450002 9.2849782877000013 7.1444245619500011 12.551012654050002 16.587089536200001 15.120347274900002 16.869810935650005 14.845346859150002 86.272621406050021 15.155354102400002 -0.079634999999999997 0.096390000000000017 24.786990758350004 212.96061447425004 15.760368238450001 113.93954402655002 99.475185412350015 20.844951255400005 23.9417051038 88.931506497100017 22.649177329550003 89.168090812600013 22.454947490600002 0.10220000000000003 191.03141765810003 19.078733418100004 13.893471991850001 -0.083424999999999985 3.0668791869500005
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 7 -7 -2 11 12 -10 -11 15 -15 16 17 -12 19 20 -17 26 23 24 -20 -24 -22 -25 -29 -30
right_child=5 3 -4 -5 -6 6 -8 -9 9 10 13 -13 -14 14 -16 18 -18 -19 22 -21 21 -23 25 27 -26 -27 -28 28 29 -31
leaf_value=-0.10082876937127597 -0.0029668607045419933 -0.10013026815657432 0.095513705069152466 -0.10044585101773743 0.05818003271469329 -0.058776235683252513 0.055997926019193428 0.01712060552083813 -0.020365228653640981 -0.099716877594963407 0.037734280034495776 0.066761219385347029 -0.013557521613592369 0.0953701381879654 -0.0043102307976287087 -0.10934089358130597 0.073901833280053203 -0.077574605115437456 0.07963745814257242 0.091821454775153744 0.010470176452842398 0.092088233607955594 0.0019435378457969066 0.0001848007154295276 -0.062148033406473527 -0.079698071036729073 -0.10025979044730385 -0.00042820477273106084 -0.0037398451501743156 -0.11329523687137702
leaf_weight=0.01751704492264039 22.476238562890558 0.023661477701551803 0.04395537347500067 0.10204012026770215 0.045064332756737713 0.18161969858920091 0.29131887617404573 0.68907579571168753 0.64751050055201631 0.40110227730656234 0.39470501124014734 0.90529332566074916 0.25059633381897584 0.2673443304374804 0.26318757352419198 0.2170420674374316 0.57452965015545487 0.29451580072782235 0.67010820120776671 0.43269624747335911 0.18128975617946708 0.38257984956726432 0.60513807251118013 30.805027698097547 0.13833289430476725 0.68793468736112118 0.16849633413426091 1.1961146716930668 0.15666174469515581 0.34809051064530649
leaf_count=453 1018 385 40 248 60 19 34 73 40 30 28 40 24 14 28 9 37 25 103 21 209 22 9 653 15 35 275 23 33 31
internal_value=-2.46923e-05 -0.0325733 0.0395644 -0.0585415 0.00367568 9.41109e-05 0.0150047 0.00128917 -0.000183268 0.00138131 0.000207733 0.03043 -0.0665862 0.0013598 0.0459205 0.000725203 0.0273042 -0.0115392 -0.000208105 0.0262173 -0.00368202 0.0276308 -0.00126345 0.000297959 0.0553764 -0.0414911 -0.0428698 -0.00107188 -0.023832 -0.0792921
internal_weight=63.8588 0.232238 0.0614724 0.170766 0.0687258 63.6266 1.16201 0.870695 62.4645 39.9883 38.4355 1.5528 0.651699 37.7838 0.530532 37.2533 1.26375 0.689221 35.9895 1.3821 0.949408 0.732366 34.6074 33.3143 0.808441 1.29307 0.349786 32.5059 1.70087 0.504752
internal_count=4034 1186 493 693 445 2848 126 92 2722 1704 1624 80 54 1570 42 1528 90 53 1438 536 515 506 902 858 118 44 484 740 87 64
is_linear=0
shrinkage=0.1


Tree=208
num_leaves=31
num_cat=0
split_feature=8 7 22 7 8 17 18 3 18 7 17 2 5 5 21 20 20 2 21 22 3 22 17 21 18 18 22 7 7 9
split_gain=0.0253841 0.0843273 0.107336 0.0846835 0.0874967 0.0605899 0.0565444 0.0478795 0.0296634 0.203315 0.181666 0.213539 0.268395 0.166459 0.175048 0.144149 0.119501 0.11922 0.286583 0.109807 0.129761 0.111479 0.0966348 0.0824584 0.0724064 0.122559 0.084896 0.0713899 0.0708059 0.100935
threshold=8.8430989333000021 22.620600126450004 -0.08786999999999999 22.381996090050006 9.3427090425500019 177.64087306825002 11.928667296000002 91.017750006350013 13.327513832500001 23.109894804950002 188.19076296340003 142.56923800370004 21.500664456800006 21.500664456800006 2.3925196316500004 38.179089776100007 42.536568606950006 95.420340682600013 5.4279412736500001 -0.13125999999999996 103.00289635185001 -0.097799999999999984 189.19102531915004 3.7576866553000006 13.043896815850003 12.971888692100002 1.0000000180025095e-35 22.356277907050004 23.109894804950002 193.67618212375001
decision_type=2 2 2 2 2 2 2 2 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 4 -2 6 -6 -4 10 13 19 12 17 14 -10 -16 -17 18 -12 20 -1 -21 -13 -15 25 -23 -26 -18 29 -24
right_child=1 2 7 -5 5 -7 -8 -9 9 -11 11 22 -14 23 15 16 27 -19 -20 21 -22 24 28 -25 26 -27 -28 -29 -30 -31
leaf_value=0.073132234473314559 -0.1029401569363841 -0.0061863439073874121 -0.021198056236981525 0.071597392206114135 0.029843631273936539 0.073871817488791042 -0.10086234646960431 -0.095795780800262353 -0.093504298140542536 0.00029574953272057072 -0.038608952782378074 0.029620533185904369 0.078692805722283821 -0.021840739107416234 0.10151618856851306 -0.031729274398365891 -0.044000037051176076 -0.0043095848264535878 0.10116630406573193 -0.044587103500182447 -0.024992132517803134 -0.0021074236476259539 0.0015970349433847304 -0.10622194907644503 -0.034726907891470635 0.049915290378111654 -0.0010515028789557944 0.097732456634412407 0.013120354333804349 -0.042802124528974986
leaf_weight=0.37019780778541722 0.07782787486576026 0.82025144321232801 0.13064893076079875 0.2051121484109899 0.077361665869830176 0.1099945900059538 0.057846271205562516 0.25198788489251456 0.22066181150520836 42.835176245162941 0.23256723466329221 0.97835441514689581 1.011986101279035 0.16669490819560895 0.13401138552251268 0.61370633266267305 0.048272294286249462 1.1827573073096571 0.39723057113587856 0.74066307532848519 0.21191546168847708 5.3146748457340873 1.2044123317173223 0.37937732142694358 1.4054922120794802 0.49503516935328651 1.6018031952553426 0.13472099965093776 1.2080670770083086 0.89067468915163761
leaf_count=127 14 40 18 13 14 20 45 37 39 2574 20 21 38 20 9 27 91 11 33 31 280 223 41 77 42 39 12 38 16 24
internal_value=-2.03437e-05 -0.0119637 -0.0265887 0.0213458 -0.0105621 0.018759 -0.0260766 -0.0703249 0.00031431 -0.00104932 0.0038355 0.0160956 0.0374383 -0.0349922 -0.013426 0.00555973 -0.0105809 0.0144051 0.0495511 -0.00475651 0.0374105 -0.00732471 0.00201573 -0.0804636 -0.00419452 0.00232534 -0.0167901 0.0603445 -0.00616048 -0.0172782
internal_weight=63.5095 1.73103 1.20289 0.528143 0.32303 0.245203 0.135208 0.382637 61.7785 44.5326 17.2458 7.10605 2.82454 1.69745 1.15137 0.930711 0.7967 1.81256 0.629798 10.1398 0.582113 9.55767 4.28151 0.546072 8.81701 5.80971 3.0073 0.182993 3.30315 2.09509
internal_count=4034 201 95 106 93 79 59 55 3833 2875 958 204 102 301 204 165 156 64 53 754 407 347 102 97 316 262 54 129 81 65
is_linear=0
shrinkage=0.1


Tree=209
num_leaves=31
num_cat=0
split_feature=20 0 18 22 18 7 17 21 7 20 10 22 4 15 16 17 20 20 20 2 21 0 17 20 2 23 23 23 18 20
split_gain=0.0218029 0.147808 0.229812 0.26913 0.159301 0.154017 0.126797 0.116325 0.113615 0.0818181 0.134798 0.160178 0.0775704 0.198959 0.149483 0.0852671 0.179272 0.152334 0.131705 0.451839 0.0923118 0.0816281 0.0803785 0.103901 0.117438 0.091969 0.215231 0.173316 0.0767329 0.0766827
threshold=42.198888176300009 86.20003303655001 13.036600629150001 -0.098419999999999994 13.3584252364 22.516377366000004 187.06455006835003 3.2025200283000004 22.105125139000005 41.898943182100005 62.084563606450011 -0.083064999999999986 313.22340827140005 46.683480308100009 22.494947397000004 190.94474013770002 41.257403903850005 41.147265497500008 41.571132012400007 137.02423825130003 8.119216894900001 96.851704149400021 192.61429575720004 40.241071441700008 157.39400167590003 -0.089139999999999997 0.079605000000000023 -0.26753499999999997 13.712081531300003 40.984321400500008
decision_type=2 2 2 2 2 2 2 2 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 -3 8 7 -6 -2 12 -11 -12 15 14 21 29 17 22 19 -18 -20 -14 23 24 -17 27 -27 -24 -9 -1
right_child=1 4 3 -5 6 -7 -8 28 -10 10 11 -13 13 -15 -16 16 18 -19 20 -21 -22 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00031516336704344867 0.00966292310834037 0.054574565342954066 -0.0095568104357631831 -0.10322004845335593 0.083929669216087022 0.074523552394730574 -2.3912072719293651e-05 0.054071138828519043 -0.10164618862822208 -0.023094201132097279 0.013747163370591113 0.073688077499137181 -0.093507151741433342 -0.0087993558387396333 0.078681544801818548 -0.007829012567198125 -0.011935635931653298 0.058662640723424558 0.0015412612407768285 -0.12156476147632161 -0.039655060035776526 0.026428686113338137 -0.063572896621456515 -0.0048154089150121791 -0.097619471285448928 -0.075008557251205837 0.00080474210188160005 0.076991269762644449 -0.10485531910531941 0.013002948131337944
leaf_weight=16.451137299111156 0.34751307671081022 0.52372602289869874 0.62604093868867494 0.60155842986068797 0.046835755114499444 0.27418326563383744 11.710690409326714 0.03448637067663185 0.12457257858113735 0.73511626961590026 2.43648868425612 0.54565817206861256 0.081144405868143976 1.175094060541596 0.66129478864604607 0.26657094787151514 1.2801973737277865 0.42037172568962056 2.0341417443323739 0.53225786887560378 0.74245904520830652 0.1887356961066331 0.11551219305442828 1.100407359190285 0.32114537087443296 0.38556509897989855 13.009689527069268 0.36455577930632443 0.25514563477992169 5.8643964085435973
leaf_count=737 286 40 40 141 24 19 723 39 25 50 60 52 48 29 59 33 27 28 53 46 26 237 38 8 25 38 580 45 337 141
internal_value=-1.27796e-05 -0.00341035 -0.0288505 -0.0554544 0.000584234 0.0149126 -0.00176289 -0.0622875 -0.019709 0.00100169 0.0152603 0.0247148 -0.000176289 0.0185599 0.0530858 -0.00109643 -0.00574027 -0.000738428 -0.0231618 -0.0441301 -0.00947458 -0.00963222 -0.00234286 -0.0229462 -0.0568931 0.000163811 -0.00137745 0.0431692 -0.085932 0.00318476
internal_weight=63.2567 14.5448 1.97387 1.2276 12.5709 0.746269 12.0472 0.336468 0.472086 48.7119 3.71726 2.98215 44.9947 2.10627 0.931175 42.8884 20.5729 15.9838 4.58906 1.81246 2.7766 0.26988 15.5634 1.68812 0.587716 13.8753 13.3953 0.480068 0.289632 22.3155
internal_count=4034 1674 511 181 1163 330 1123 400 311 2360 162 112 2198 373 344 1825 947 795 152 73 79 285 767 66 58 701 618 83 376 878
is_linear=0
shrinkage=0.1


Tree=210
num_leaves=31
num_cat=0
split_feature=8 22 8 23 3 23 8 8 22 2 12 18 14 13 0 0 12 0 21 13 20 6 0 22 2 18 7 3 9 18
split_gain=0.0209474 0.0694432 0.0913031 0.0884074 0.0616428 0.0558474 0.0341633 0.029889 0.0427938 0.0292238 0.0842975 0.128249 0.0454159 0.0349245 0.0901669 0.224418 0.127286 0.101951 0.0774733 0.293027 0.274111 0.0898071 0.0522338 0.0464945 0.0528081 0.0461275 0.0620889 0.222336 0.234452 0.175538
threshold=8.8430989333000021 -0.010319999999999999 9.3427090425500019 0.09450500000000002 91.017750006350013 0.10249000000000003 9.7423971299500014 8.7431769115000026 -0.06828999999999999 49.864842700850012 82.696898122450008 13.893471991850001 156.61564208075004 117.60660091645001 85.812895065800021 85.705356740550016 115.75959681050001 85.667718326750006 10.959760372700002 117.69263157665002 40.206947806850003 16.415383542800004 86.20003303655001 -0.06828999999999999 101.78954948125002 13.012604996900002 22.938075114600004 93.620177476600006 195.41812862360004 13.376114027300002
decision_type=2 2 2 2 2 2 2 2 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 -4 9 -9 -1 11 -11 -12 14 15 16 -14 -18 19 20 -15 -22 -20 24 -21 -16 27 28 29 -27
right_child=1 3 5 -5 -6 -7 -8 8 -10 10 12 -13 13 18 25 -17 17 -19 22 23 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.018349430919064078 0.026468849248874684 -0.10169265126500578 0.10061790749712927 0.016867282196290002 -0.03101612731470061 -0.013209428803005817 0.025126045090531953 0.0019694406687043565 0.026642908201635052 -0.0046659299811145265 0.037729369701056788 -0.088265292900381875 -0.10201218720933934 0.0025911091547224595 0.021563151420440799 0.080996036608216207 -0.0024952133169353161 0.095131281254680247 -0.0049161085456096154 0.013690563781562229 -0.042614547616177237 -0.10651103012972196 0.020670904196969635 0.022193172362910074 -0.015431824135266226 0.0087621867791522878 0.00056949130725964436 -0.10837596751057457 -0.1063708232306395 -0.081294514584177219
leaf_weight=0.83314660047108091 0.24420940873096675 0.16903900341094313 0.13990969909355033 0.10016188242116186 0.78994093468827487 0.12815134010452311 0.10488490868738154 2.2941432883817474 1.0134842341794854 0.55899025984763184 0.31644172391497605 0.27318670747058604 0.11248052445773626 0.60510559217072823 0.97092912687185062 0.48358363575971441 0.79000623065644504 0.12372035329644859 1.9133006501269849 0.99550602297676993 0.34414382370596286 0.60961331052294554 1.3684839932247994 0.86275482222845346 1.6624697035040297 2.5765968224532121 41.830515633515503 0.23076389645575535 0.21835151500999916 0.23628913761302772
leaf_count=24 23 41 13 22 46 19 37 36 29 18 24 49 99 11 33 26 450 14 43 16 21 52 14 29 82 95 2440 19 11 198
internal_value=-1.80205e-05 -0.0110467 -0.00214414 -0.0575799 -0.0174413 0.0402738 0.0682726 0.000283942 0.00952959 -0.000244081 -0.000515458 -0.0321099 -4.8051e-05 -0.000261771 0.000785798 0.0248329 -0.00163314 0.0107236 -0.00622206 -0.0139592 -0.0500546 -0.0834553 0.00575352 0.0020227 -0.00452446 -2.37655e-06 -0.000466724 -0.0137547 -0.00655132 0.00119721
internal_weight=62.9003 1.6763 1.4071 0.269201 1.03415 0.372946 0.244795 61.224 3.30763 57.9164 57.0832 0.832177 56.2511 55.9346 47.5732 1.50979 1.02621 0.913727 8.36138 5.07959 1.55886 0.953757 3.28178 3.52073 2.65798 46.0634 45.0925 3.262 3.03124 2.81289
internal_count=4034 201 138 63 69 69 50 3833 65 3768 3744 67 3677 3653 3385 589 563 464 268 211 84 73 57 127 98 2796 2763 323 304 293
is_linear=0
shrinkage=0.1


Tree=211
num_leaves=31
num_cat=0
split_feature=13 16 16 8 21 21 15 18 2 9 4 9 17 16 21 17 4 10 10 17 19 2 20 0 16 10 10 21 21 0
split_gain=0.0215972 0.0380008 0.0433966 0.0412268 0.0336341 0.0281821 0.0246782 0.103408 0.105259 0.0292282 0.0631995 0.0381935 0.0314419 0.084571 0.0895257 0.0690474 0.040856 0.155382 0.107171 0.0551363 0.0412378 0.0472504 0.0398969 0.0348739 0.044776 0.0287553 0.140086 0.0712058 0.112563 0.0572849
threshold=98.050756475600011 9.719977270450002 9.2849782877000013 7.1444245619500011 3.2889937526500006 2.6251474860500008 19.763739472850002 15.788786379500001 138.63208387490002 223.29399794390005 286.86996866160007 225.10873817095003 208.33805927010005 18.764956119400004 10.959760372700002 210.19483915710003 371.57449297710008 62.030794443850006 61.950140699950005 204.75389752000004 14.351157895250003 322.38159739250005 41.50623664750001 101.10215645365001 17.809958352600002 75.634392583900009 75.408562100950022 2.6077339734000007 0.46270957945000007 96.959242474650011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 7 -2 -9 12 -11 -12 16 14 23 -15 25 18 20 -19 21 -18 -17 -14 -25 26 29 28 -27 -8
right_child=6 3 -4 -5 -6 -7 9 8 -10 10 11 -13 13 15 -16 22 17 19 -20 -21 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.10076576829067987 -0.003762717310401282 -0.10011239733041627 0.094564036172474997 -0.10040398107256308 -0.10012523697606011 0.096475015942190143 0.0011213804540403623 0.092406251498754824 -0.002269368972753687 -0.021189605508188485 0.085725521247569242 0.012642535804362788 -0.10138784086574755 -0.031807003565109342 0.048737016932677235 0.024204964380346972 0.10035642673412185 -0.10040403699982539 0.06814132784079642 0.00079269643824071484 -0.10274949104203009 -0.074641997771521112 -0.0056577514772991697 -0.10030095987467647 0.084834145264066768 0.0095750559954434142 0.037302976704191936 -0.003669476566744545 -0.1041344556318532 -0.012884682463153614
leaf_weight=0.015909845235298259 1.181587359920967 0.0092797740575747412 0.039896836570733285 0.091497564777455409 0.020882572688805112 0.03404799707368511 48.196432109967873 0.2708200478227808 0.20733243557333481 0.18518936548207321 0.16256658764905296 0.12766436458332464 0.21464585994181051 0.68411395611474324 0.06328995872172527 0.70106626050255716 0.029997505562277094 0.23238430736137161 0.2001701043709545 0.07007537239019257 0.067442417814163491 0.031769278532919998 1.2363758150022475 0.026878620948991738 0.025417171651497483 0.16411676025745592 1.0423558091279108 3.9858613556302771 0.18540539720561355 3.1085075756272991
leaf_count=453 152 131 40 248 299 15 1859 23 25 33 14 47 67 38 21 24 5 93 26 16 10 37 30 36 4 24 22 152 17 73
internal_value=-2.28714e-05 -0.0319231 0.0388777 -0.0572985 0.00412532 0.0543707 8.52568e-05 0.0121157 0.0513538 -0.000243471 0.0244542 0.0535784 -0.000438302 -0.0105031 -0.0581944 -0.00449559 8.00533e-05 -0.0252081 0.0223126 -0.0769583 -0.048685 0.0103473 0.00514812 -0.0835471 -0.0103203 0.000361939 0.00101013 -0.00746455 -0.0507426 0.000272769
internal_weight=62.613 0.211515 0.0558067 0.155708 0.0642103 0.0433278 62.4015 1.65974 0.478152 60.7417 0.47542 0.290231 60.2663 2.95179 0.330232 2.62156 57.3145 0.631839 0.329379 0.30246 0.129209 0.0617668 1.93744 0.266942 0.0522958 56.6827 52.3473 4.33538 0.349522 51.3049
internal_count=4034 1186 493 693 445 146 2848 200 48 2648 94 61 2554 220 128 92 2334 187 78 109 52 42 54 107 40 2147 1954 193 41 1932
is_linear=0
shrinkage=0.1


Tree=212
num_leaves=31
num_cat=0
split_feature=21 15 22 15 0 6 13 20 10 23 10 5 2 16 17 17 16 19 18 8 23 8 22 10 19 2 21 23 18 9
split_gain=0.019706 0.116986 0.125874 0.0894644 0.310309 0.102767 0.263038 0.259037 0.16153 0.221166 0.204434 0.100504 0.0998783 0.128979 0.0908257 0.316267 0.140057 0.0830481 0.081046 0.0737749 0.139492 0.135226 0.123545 0.07284 0.0719065 0.0590879 0.0520299 0.151505 0.0814241 0.113638
threshold=3.2025200283000004 44.190294328500009 -0.063749999999999987 39.296024648600003 85.995710218650018 16.455384477450004 116.19247193985002 41.147265497500008 66.351146659450009 0.08376500000000002 66.590419433100024 20.305669781650003 176.09844955530005 22.614947116400003 188.64489188380003 186.38090997870003 15.404963976500001 13.651101412550002 14.366548389000002 8.2435668022500028 -0.075324999999999989 7.7439566930000003 0.10957500000000002 69.563854125350005 13.351077205700003 134.33885108415004 3.8781687083500005 0.095750000000000016 13.712081531300003 190.16588783940003
decision_type=2 2 2 2 2 2 2 2 2 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 11 9 -1 -10 -7 -6 -14 15 16 -12 18 -16 20 24 25 -23 -19 -20 -22 27 28 29 -2
right_child=26 2 -4 4 12 7 -8 -9 10 -11 14 -13 13 -15 17 -17 -18 23 19 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0019659974407690603 -0.0037241359817183671 -0.083172794043380835 0.020080956202942413 -0.0045925144424178053 0.096585385192953788 0.093503879226049358 0.083096043534848951 -0.10038714801101366 0.081771997104898977 -0.098281582758199343 -0.0061576165989203078 -0.0098015434958361493 -0.027066487081987056 0.092927705298892105 -0.09562826260125655 0.097712494765521019 0.055548996592362315 -0.010229541037445639 -0.015588173293590357 0.00055578628409225347 -0.1011920885563362 -0.088797353182130931 0.025632997878315147 0.030596953257373619 0.10213550755176924 0.06499376113161362 5.6683253087331472e-06 -0.075214678324120918 0.002326085959761439 -0.078639837934328341
leaf_weight=0.55174569299321508 0.51791758699164336 0.31209012417730264 0.18991005971474884 1.5636722865165222 0.53588397410931055 0.10170012124581163 0.41564380470663387 0.33362172158740566 0.34327837266027916 0.36610248417582625 2.3185413415666156 1.2728457312878161 0.19345140573568642 0.16682644328102469 0.12595481507014517 0.41054948994485574 0.43718067946610961 0.85411759489215888 0.11110417936401562 1.5274974481326351 0.026024116981265943 0.5843247055190659 0.11251867652754299 0.89484948297467781 0.097343558445572853 0.12027606550655889 44.492802214574269 0.3453734910035563 2.7954367559525508 0.33244756558451627
leaf_count=33 30 66 15 40 20 6 84 44 15 28 208 248 33 21 6 29 26 20 40 80 38 129 22 37 2 125 2290 26 240 33
internal_value=-2.20582e-05 0.00328755 -0.0441112 0.00505466 0.0222959 0.00120098 0.00534308 -0.0213432 0.0017043 -0.0380198 0.00628274 -0.00215817 0.0692122 0.0284968 0.0028821 0.0158306 0.00363181 -0.00632276 -0.0173025 -0.0134773 -0.0338613 -0.0519704 -0.0703204 0.0106591 0.0393879 0.0354323 -0.000975476 -0.0119131 -0.00591639 -0.0330122
internal_weight=62.451 13.9671 0.502 13.4651 2.45983 11.0052 9.29705 1.70817 8.88141 0.917848 7.96356 1.37455 0.896162 0.360278 7.62028 3.16627 2.75572 4.45401 2.70504 2.57909 1.05159 0.843144 0.696843 1.74897 0.208448 0.1463 48.484 3.99118 3.6458 0.850365
internal_count=4034 1415 81 1334 114 1220 922 298 838 61 777 254 74 54 762 263 234 499 442 436 356 314 151 57 42 163 2619 329 303 63
is_linear=0
shrinkage=0.1


Tree=213
num_leaves=31
num_cat=0
split_feature=8 6 22 22 23 22 7 20 20 23 8 16 6 23 22 7 20 17 22 4 9 12 6 16 21 19 2 20 10 2
split_gain=0.0226083 0.0534356 0.0688638 0.10709 0.0815562 0.0490329 0.0401118 0.0195268 0.101898 0.0885069 0.196003 0.162476 0.0878567 0.0745003 0.0569708 0.037701 0.0350361 0.169782 0.198883 0.108501 0.165769 0.143806 0.110993 0.103291 0.0977493 0.0732215 0.101079 0.071686 0.0872569 0.0751621
threshold=9.5425530862500008 17.475408310100004 -0.10051499999999999 -0.11347 0.085495000000000029 0.022350000000000005 21.725272673150005 43.631818398850008 43.680097826700013 0.085820000000000021 8.4434108459500017 22.494947397000004 14.335334942800001 0.081515000000000018 -0.23783499999999999 19.078733418100004 42.198888176300009 187.51563899930002 -0.14259499999999997 180.08554717660002 192.31210988165003 103.54784004735002 16.415383542800004 22.604947139800004 13.279159471700002 14.451165964200003 282.50503784000006 41.898943182100005 62.084563606450011 141.45287911200003
decision_type=2 2 2 2 2 2 2 2 2 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 -3 6 -2 16 -9 11 12 13 -11 14 -10 -16 27 18 -18 21 22 -19 23 -21 25 -22 -27 -1 -29 -30
right_child=5 2 -4 -5 -6 -7 -8 8 9 10 -12 -13 -14 -15 15 -17 17 19 -20 20 24 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.00025897014312558655 0.0027421931455272755 0.055759872571622619 -0.096440688041289205 0.10063650678653269 -0.10282074071685046 -0.031706530114665191 0.089160867383183948 0.098266274443144355 -0.10048363423626512 0.015234836295213114 0.09150972754990723 -0.10012593198770381 -0.066858273618742428 -0.10060318870903261 0.055746404972290164 0.0031411798509280264 0.078918706063360156 -0.0092551271713566374 -0.097368161018614535 0.063686227731620484 -0.001794323718986939 0.10070149056071108 -0.10580952024180007 -0.10228657727178313 0.026105267565109332 -0.047591823714669849 0.0059259809830564088 -0.017079132041777034 0.043752969027814718 0.010140124092858709
leaf_weight=43.657118223422131 0.092699861033905928 0.047813817607675446 0.13114801098208673 0.066800941713154316 0.10080141628350248 0.099684116345088114 0.12769880847190507 0.12002482795742198 0.049017353242192363 0.71179352510048921 0.32193586428184062 0.18183258114368062 0.15959491953981342 0.069729650000453947 0.15435242648155156 1.1608082731188316 0.07772424701147429 0.24653432208287895 0.36234819730301993 0.09764031431541198 7.3744662997059987 0.22982018068432808 0.26536109000426222 0.060872817048220895 1.07279354651473 0.88398720790200946 0.58742089863926594 0.70820255570288226 1.031087405388462 1.8750019161329303
leaf_count=2015 35 47 150 6 37 32 20 11 114 146 29 36 21 162 51 370 30 29 85 50 270 14 34 8 41 34 20 26 25 86
internal_value=-1.73029e-05 -0.000154585 -0.039311 -0.0045297 -0.0518008 0.026491 0.0528131 6.62146e-05 0.00803415 0.00417874 0.0248332 -0.0110759 0.000199471 0.000216495 0.00536987 0.00931514 -0.000332532 -0.00534576 -0.0662329 -0.0028691 -0.0050183 0.0437941 -0.0662599 -5.12816e-05 -0.00240114 -0.00585829 -0.0262263 0.000861504 0.0143957 0.022066
internal_weight=62.1261 61.806 0.346564 0.215416 0.148615 0.320083 0.220399 61.4595 2.92909 2.80906 1.19332 1.61574 0.871388 1.43391 1.36418 1.31516 58.5304 11.259 0.440072 10.8189 10.3425 0.476355 0.423874 0.158513 9.91867 8.84587 1.47141 47.2714 3.61429 2.90609
internal_count=4034 3947 240 90 84 87 55 3707 940 929 196 733 167 697 535 421 2767 615 115 500 457 43 92 58 365 324 54 2152 137 111
is_linear=0
shrinkage=0.1


Tree=214
num_leaves=31
num_cat=0
split_feature=13 5 16 19 16 16 8 23 21 21 10 0 0 0 10 20 23 13 8 13 10 6 18 6 3 5 10 18 22 0
split_gain=0.0199114 0.044262 0.12576 0.0407508 0.0350227 0.0389765 0.0347792 0.0316415 0.0290445 0.0250419 0.0230946 0.280033 0.221869 0.191572 0.135606 0.104524 0.139734 0.113705 0.154109 0.120486 0.162971 0.110289 0.0900963 0.156688 0.0859164 0.0728047 0.218309 0.125501 0.128627 0.0939754
threshold=98.050756475600011 13.154029769200003 14.844965286000003 12.951044929850001 9.719977270450002 9.2849782877000013 7.1444245619500011 0.086955000000000018 3.2889937526500006 2.6251474860500008 66.590419433100024 90.407470010750018 91.937202686950016 90.767723400200012 65.611820673600008 37.828051409500013 0.085820000000000021 116.19247193985002 9.3427090425500019 116.86189801435002 62.837331883000012 15.575363915900002 13.376114027300002 15.785368822600002 88.931506497100017 19.426367441400004 68.910558799650019 15.064837217800003 -0.061874999999999999 93.399723909900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 -1 8 -5 9 -6 11 14 24 -13 15 16 -3 18 21 20 -19 -17 23 -18 -12 29 -27 -28 -29 -14
right_child=1 10 3 7 6 -7 -8 -9 -10 -11 12 13 25 -15 -16 17 22 19 -20 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.10069102831212513 0.098568642188508249 -0.0044101274424884129 -0.10059126967682804 -0.06682731879168477 -0.10010347391531685 0.093310299934259683 -0.10034680881596142 0.038103863707436327 -0.10011387194324657 0.095421833063512929 -0.10252320838504536 0.10094041349679771 -0.039528958964217369 0.0069453922062608295 -0.043845293125554428 0.028319091708300728 -0.10570496134746486 0.0082373369823373309 0.028202198677467816 -0.00027057687127630964 0.10082132430740809 -0.098200438784942487 0.093973597840817519 0.064934719139721223 -0.0061985747584623781 0.062210824603370941 -0.091877742933044515 -0.10138198500405145 0.083256726472993717 0.00088553189012366418
leaf_weight=0.014444531935508986 0.16630835530304366 0.62797535228389623 0.047995280634609117 0.041109314112361517 0.0084204486825001368 0.03658750042450265 0.081566431254373128 0.09548886640004639 0.01876643032062475 0.029493056202227308 0.30396897223545494 0.46816826751455565 0.59129410044989228 0.40389320455142297 0.68979017127480702 0.084906326411327337 0.074211967063092743 0.61039895243447873 0.21721164756490907 33.816555369464368 0.2761343854945153 0.36546943045618718 0.37067866534925997 0.19575382568655186 0.13316337601099804 0.18618303956463833 0.4092717735475162 0.061099982151063159 0.098643614037428051 21.351092846050051
leaf_count=453 19 151 88 63 131 40 248 32 299 15 53 30 28 21 39 80 10 47 42 929 22 192 23 54 41 8 99 41 12 724
internal_value=-1.65709e-05 8.27965e-05 0.0354975 -0.021326 -0.0324009 0.0383985 -0.0585357 0.00652475 0.00163348 0.0519964 -0.000119811 0.00139024 -0.00261328 0.0574068 8.16127e-05 0.000908603 0.0291113 -0.000102928 -0.0409818 0.000683464 0.0370751 -0.0743486 0.0619699 0.0180269 -0.0731799 -0.00125424 -0.0317825 -0.0625373 0.0126347 -0.000203541
internal_weight=61.876 61.6868 0.350902 0.184593 0.189278 0.051032 0.138246 0.136598 0.0566799 0.0379135 61.3359 38.2011 23.1347 0.872061 37.3291 36.6393 1.26862 35.3707 0.667587 34.7031 0.886533 0.450376 0.640644 0.269966 0.437132 22.6976 0.755198 0.569015 0.159744 21.9424
internal_count=4034 2848 202 183 1186 493 693 95 445 146 2646 1640 1006 51 1589 1550 238 1312 314 998 69 272 87 64 94 912 160 152 53 752
is_linear=0
shrinkage=0.1


Tree=215
num_leaves=31
num_cat=0
split_feature=21 16 10 22 21 21 2 15 16 23 23 18 23 15 0 2 16 6 6 20 20 20 4 7 23 20 17 17 13 0
split_gain=0.018451 0.18088 0.114989 0.0799946 0.0189022 0.162022 0.277569 0.119981 0.117585 0.0868531 0.0782437 0.147897 0.139131 0.0841206 0.2689 0.103598 0.0932611 0.0894194 0.271691 0.247473 0.107489 0.144766 0.135653 0.109038 0.162934 0.0952074 0.0867599 0.0821032 0.0771954 0.165816
threshold=17.127134634300003 22.604947139800004 66.590419433100024 -0.67936999999999992 3.4801976177500005 3.8092755532000004 158.13149931390004 44.190294328500009 22.704946905950003 0.10828500000000003 -0.10747999999999999 14.522586764600002 -0.52484999999999993 39.296024648600003 85.995710218650018 176.09844955530005 22.614947116400003 16.455384477450004 16.265380038000004 41.385032804600009 42.558389508100007 41.092444989200011 267.94697827110002 23.356162058950002 0.085035000000000013 42.522337019050006 184.67080164680002 201.96256717700001 109.72404167800001 93.899777122150013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 7 6 -6 10 9 -9 11 12 -1 17 -15 -16 -17 18 20 -19 21 23 -23 24 -12 -24 -22 -20 29 -25
right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 13 -13 -14 14 15 16 -18 19 27 -21 26 22 25 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.10322082422041678 0.097565545904661738 -0.061158401957077863 0.10012605240619646 -0.10157836879275012 -0.11849416980241301 -0.0003599203000200147 -0.0026423640007686685 -0.10075699926922679 0.039288994625081425 0.0096639541647075 0.0041631664145744532 -0.10127026008624487 0.091798908085634304 -0.0044167243873018194 0.095752852438036995 -0.02345186127645265 0.076589350918685906 -0.00535384489059981 0.097466508702982721 -0.10548378453429708 0.070746455833563524 0.081348192555291521 -0.081065609610372902 -0.10491768090293135 -0.078077553628147917 0.1007548970560926 -0.090060490619950292 0.00094889649004796474 0.026380887827306267 0.00080984939489710424
leaf_weight=0.041185938165654079 0.2465511343552852 0.18315982363492367 0.029336539781070314 0.059622772331223928 0.31716419798476536 44.172819333271747 0.59435952637932132 0.28330053417403256 0.12377075385302305 0.095160383265465498 0.53404449287522915 0.058413736990658549 0.32725509861165747 1.5678477218170894 0.48419812013162289 0.18995415975223295 0.1829158142209053 1.8160121490691374 0.38700681936461556 0.28565692547272181 0.039880382949775917 0.40416128687502428 0.10540755424995041 0.15157581195489722 0.43887063471936472 0.039626209065318108 0.21141136800315508 0.11412485630717129 1.1596221026265991 6.9433057035540315
leaf_count=39 28 13 2 95 64 2164 40 75 17 4 23 72 152 42 20 34 22 135 76 37 120 34 95 25 41 2 52 8 30 473
internal_value=-1.39845e-05 0.0187674 0.0624 -0.0350613 -0.000173498 -0.00122107 -0.0429529 0.00278115 -0.0453218 -0.0729927 0.00434155 0.0465611 0.0699988 0.00314455 0.0202041 0.0652433 0.0256245 -0.000130639 0.00362851 -0.0189634 3.75215e-05 0.00169738 0.0515762 -0.00127129 -0.0329347 -0.0313885 -0.0645402 0.0754861 0.00246071 -0.00144892
internal_weight=61.5877 0.51867 0.33551 0.0889593 61.0691 45.0843 0.911524 15.9847 0.502232 0.378461 15.4825 0.426855 0.368441 15.0556 2.42492 0.857068 0.37287 12.6307 10.529 2.10167 10.0279 9.77661 0.549195 9.22742 0.972915 0.145034 0.251292 0.501132 8.2545 7.09488
internal_count=4034 138 125 97 3896 2268 104 1628 96 79 1532 263 191 1269 118 76 56 1151 979 172 895 723 131 592 64 97 172 84 528 498
is_linear=0
shrinkage=0.1


Tree=216
num_leaves=31
num_cat=0
split_feature=10 5 16 2 2 5 20 7 22 19 22 15 12 0 5 17 15 9 18 16 6 17 4 13 6 12 22 22 22 22
split_gain=0.0188465 0.0694626 0.0549951 0.0556882 0.0476695 0.0395157 0.0430539 0.0600437 0.0366784 0.024427 0.0662435 0.126206 0.025243 0.106301 0.114671 0.0444607 0.129716 0.0909934 0.0629696 0.0387008 0.0352875 0.0557822 0.0351391 0.0530615 0.0907703 0.0321546 0.0781788 0.0289945 0.133264 0.115517
threshold=61.622148808000013 24.628131835750001 23.344945409400005 315.94243452415003 122.61368745920002 32.00428233840001 37.999598532650005 19.078733418100004 -0.23783499999999999 14.651182102100002 -0.097294999999999993 46.683480308100009 333.82192118495004 86.756543869550015 20.374719724350005 205.83789591070004 38.213426205600008 202.16842692300003 17.957852018100002 22.644947046300004 14.980350013450002 208.52245219595002 191.03149642590003 112.64908412395 14.185331438000002 222.91560472515002 -0.083424999999999985 -0.053159999999999992 -0.046635000000000003 -0.06483499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 6 -3 8 -8 12 -11 -12 15 -14 19 27 17 18 -17 -15 21 -16 -19 24 25 -24 -27 29 -29 -2
right_child=9 2 -4 -5 -6 -7 7 -9 -10 10 11 -13 13 14 20 16 -18 22 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0076840635613509671 0.00029629890274033259 0.060819040950724212 -0.10118643254619814 -0.10049182938038051 -0.10243061159712608 0.087667076511912731 -0.049508214119275785 -0.077491255172237025 0.063141302818351897 -0.013395239295649508 0.069032569179145423 -0.003163608358328838 -0.10068742967158469 -0.10224804559422321 -0.056745586828607121 -0.10143264345638854 -0.10486765662325011 -0.025468811672436139 0.079278188538019642 0.10012127140906187 0.095410132382788393 0.091263318607188296 -0.00080992619698635093 0.048657266397424292 -0.068590763205266081 -0.041375729989499711 0.084609270838605991 -0.039522453184899616 -0.00086421598886519025 0.020469727627565458
leaf_weight=0.090760940961444159 31.046513448160248 0.11217172302281142 0.04492789255164098 0.038409910073823994 0.12798198771588432 0.08180247470500035 0.04220298670406919 0.09139647288066044 0.091719863040225391 0.61387480515986681 0.43095072649884858 0.55262920394307002 0.0590409696825408 0.059979433124965453 0.047178681335793726 0.1496673022188445 0.14280677621718485 0.57484165346249971 0.022134107510737522 0.011217287974432111 0.19818688626401126 0.055322787549812347 1.7464902377646474 0.22179691959172476 0.1906287645397241 0.07614312074292684 0.1394835331334433 0.93301176495106375 20.149982415054751 3.1241055503114756
leaf_count=33 1714 111 15 46 38 43 46 62 85 10 34 10 35 212 30 111 10 25 74 4 38 15 130 28 40 37 39 23 824 112
internal_value=-1.18262e-05 -0.0160799 0.00439104 0.0147545 -0.0631183 0.0253117 0.0101978 -0.0150032 0.0276422 0.000179616 0.0123812 0.0284688 -0.000151035 0.0239633 0.043753 -0.000328614 -0.0116696 -0.00740542 -0.0781507 -0.0703641 0.0707736 0.0231388 -0.00328451 0.00208598 -0.00271225 0.00368816 0.0401208 0.000341331 -0.00257501 0.00214069
internal_weight=61.2674 0.721374 0.502631 0.457703 0.218743 0.419294 0.337491 0.225319 0.133923 60.546 1.59745 0.98358 58.9485 0.430926 0.371885 58.5176 3.26399 3.12119 0.171801 0.0711967 0.300688 0.102501 2.94938 2.37454 2.15275 1.96212 0.215627 55.2536 21.083 34.1706
internal_count=4034 479 408 393 71 347 304 193 131 3555 54 44 3501 334 299 3167 494 484 185 216 83 45 299 274 246 206 76 2673 847 1826
is_linear=0
shrinkage=0.1


Tree=217
num_leaves=31
num_cat=0
split_feature=8 8 22 15 15 21 21 15 15 22 5 4 21 3 6 23 7 6 6 20 20 22 18 20 7 18 17 4 17 17
split_gain=0.0186082 0.0462838 0.156467 0.0437925 0.026032 0.0195092 0.121888 0.270996 0.113032 0.123265 0.0734459 0.311736 0.0803367 0.0715171 0.0623178 0.0613096 0.0866005 0.0618826 0.221684 0.114362 0.113317 0.12693 0.101955 0.0738277 0.0730851 0.0688317 0.0685119 0.0553149 0.0516574 0.0878897
threshold=9.5425530862500008 8.9430209551500024 -0.08786999999999999 32.393814985100008 38.213426205600008 3.4801976177500005 3.8781687083500005 37.050691080100002 44.190294328500009 -0.063749999999999987 21.991679690250006 197.64724210580002 0.70172919805000011 89.907416798450015 16.585387514950003 -0.10565499999999999 24.175586727800006 16.435384010100005 16.265380038000004 42.558389508100007 41.092444989200011 -0.010319999999999999 16.119790806350004 39.952536079750011 22.996658327800002 13.843998451900001 184.67080164680002 157.07313959035005 188.10488866565001 188.64489188380003
decision_type=2 2 2 2 2 2 2 2 2 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 -7 10 -10 15 -12 13 -13 -15 16 -1 18 19 20 24 -22 -23 -20 -17 -26 -21 -8 -29 -30
right_child=3 2 -4 4 -6 6 27 -9 9 -11 11 12 -14 14 -16 17 -18 -19 23 26 21 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.069743179879614051 -0.047802243440361852 0.025379940385600826 -0.087303265832778643 0.077808789614969287 0.0099779407559256236 -0.10274920836690063 0.032072879214270836 -0.0033836233834799987 -0.091043996252118134 0.017281359824112441 -0.006311223434690272 -0.10220510388159401 0.086762289495058612 0.093075091893731698 -0.064978515096204226 -0.030560418372816159 -0.061862734794071408 -0.016732443231608288 -0.0025103196443644524 0.06368819020849345 0.081518038910211463 -0.10389639389703161 0.066005155722454287 0.092780764116612416 0.054200629070416076 0.00062320096358091804 -0.088153651605416106 -0.0069153485621074569 0.029927369901262674 0.00052692491868405798
leaf_weight=0.26201719674895585 0.064068210591357366 0.2478239358169958 0.24509702092973285 0.11995257560920436 0.10709113138000248 0.37470913580466358 0.53128066258432127 1.0259699479720437 0.25841529821263975 0.1769939105142847 1.4682312023600741 0.043053239185610326 0.64750656365504256 0.086931239791738335 0.034985797510671546 0.74126935558142726 0.061791405294428614 1.7725837399484579 0.10521825961768705 0.034553913039929607 0.3476446370245867 0.081412865936727807 0.062382714498653513 0.35773318191058934 0.24696280108764668 8.2519140846498811 0.21221468135894384 9.4739722766459078 1.0495066705131524 32.615043538366422
leaf_count=48 41 37 53 17 29 85 35 20 72 15 178 7 72 34 52 30 56 43 8 119 84 28 18 71 13 541 53 843 36 1296
internal_value=-1.10678e-05 -0.000131799 -0.03065 0.0252113 0.0458146 0.000117571 -0.000928635 -0.0299659 0.0032088 -0.0470097 0.00468437 0.0211909 0.0708903 0.00859274 0.0477194 0.00168169 0.0446292 0.000543084 0.00347589 0.00033735 0.00204212 0.0488328 -0.0301881 0.0711233 -0.000446461 0.00218007 -0.0668919 2.71431e-06 -0.000392252 0.0014435
internal_weight=61.1083 60.8172 0.492921 0.291112 0.227044 60.3243 45.0705 1.40068 15.2538 0.435409 14.8184 2.28071 0.812477 0.16497 0.121917 12.5377 0.323809 12.2139 10.4413 9.97836 9.73159 0.49144 0.143796 0.462951 9.24015 8.49888 0.246769 43.6698 43.1385 33.6646
internal_count=4034 3947 90 87 46 3857 2315 105 1542 87 1455 343 165 93 86 1112 104 1008 965 886 714 130 46 79 584 554 172 2210 2175 1332
is_linear=0
shrinkage=0.1


Tree=218
num_leaves=31
num_cat=0
split_feature=23 22 23 5 20 15 23 13 2 22 17 17 9 17 9 23 14 23 20 17 22 9 18 0 2 9 13 20 22 8
split_gain=0.0292151 0.045167 0.0293529 0.0704063 0.0225444 0.081092 0.12024 0.11923 0.100562 0.0745248 0.093563 0.0530952 0.112609 0.049791 0.045612 0.12395 0.0367008 0.0515789 0.0356313 0.126582 0.170058 0.0920063 0.243311 0.0739633 0.179369 0.069458 0.130967 0.12667 0.0869909 0.114954
threshold=-0.55648999999999993 -0.23349 -0.27453499999999997 20.374719724350005 43.487767439550005 38.992510055900006 0.09091500000000001 117.38883580790001 91.751571794600025 -0.095204999999999998 191.08747234645003 199.84861692095004 72.978943918850021 188.64489188380003 179.18874144770004 0.13377000000000003 240.28931515145004 -0.22900999999999999 42.198888176300009 187.51563899930002 -0.13125999999999996 192.31210988165003 13.036600629150001 86.20003303655001 108.63443756215001 207.30588428080003 107.70500962200002 42.622319549950006 -0.083424999999999985 8.543332867800002
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 8 7 -7 -6 10 13 12 -11 16 15 -4 -10 -18 -16 20 -20 22 -21 24 -23 28 -27 -28 29 -25
right_child=2 -3 4 -5 5 6 -8 -9 9 11 -12 -13 -14 -15 18 -17 17 -19 19 21 -22 23 -24 25 -26 26 27 -29 -30 -31
leaf_value=-0.033725606876004004 -0.1022500728571164 0.093110747659129176 -0.084272169014863715 -0.0078686994141113267 -0.071278690436002531 0.074576124260211568 0.094169684855732572 -0.10131833963368586 0.055926440114085409 0.067732318158151589 0.086790867759090159 0.0038072420429596729 -0.10459260513197306 -0.10120189391865442 0.0010789929219272197 0.10111057314359406 0.071553338586747575 -0.078843518333186369 0.067576648092877722 0.07223313374575005 -0.096759433649023799 0.00075718192774010176 -0.087409850081580809 0.063418425480879198 -0.10250287689909117 0.00044386196579300832 0.0080308886205689486 -0.082064048852213245 0.0017138120771120749 -0.00012619040854890018
leaf_weight=0.043243534681550955 0.09209199087780362 0.080045583011893906 0.17387513651497855 0.55761544933614005 0.17400782648610391 0.072865606285631546 0.24492091785941739 0.081800345360534266 0.12164984867442385 0.053989521969923904 0.2395672391107837 1.5865591821178098 0.12740881328261366 0.040775584226025785 46.194984830231022 0.045506225370274933 0.035205068810115203 0.064730555018441938 0.079796496305789333 0.1295329931890582 0.29861146688335694 0.55869101732969184 0.36303355068230303 0.57957608089782009 0.24069563468174238 2.146242909084322 0.24262376283877518 0.43735723708232399 5.2386433018982652 0.55952533707022667
leaf_count=32 53 34 645 111 161 10 12 34 119 115 157 58 44 65 1648 12 34 138 20 9 68 4 71 35 70 70 34 44 120 7
internal_value=-6.6847e-06 0.048623 -0.000105325 -0.0212467 0.0001231 0.00881421 0.050578 -0.0184516 0.00198567 0.00760206 0.0416087 -0.00205252 -0.0533036 0.000351928 -0.000308276 -0.0458183 0.0190396 -0.0258621 -0.00013333 -0.00528337 -0.0621052 -0.00323478 -0.0454276 -0.0011572 -0.0303345 0.00137691 -0.0116729 -0.0499173 0.00715978 0.0322054
internal_weight=60.9052 0.123289 60.7819 0.649707 60.1322 2.84348 0.399587 0.154666 2.44389 2.26989 0.501928 1.76796 0.181398 0.262361 57.2887 0.219381 0.221585 0.0999356 57.0693 10.8743 0.378408 10.4959 0.492567 10.0034 0.799387 9.20397 2.82622 0.679981 6.37774 1.1391
internal_count=4034 66 3968 164 3804 947 56 44 891 730 513 217 159 356 2857 657 291 172 2200 552 88 464 80 384 74 310 148 78 162 42
is_linear=0
shrinkage=0.1


Tree=219
num_leaves=31
num_cat=0
split_feature=9 22 10 20 15 5 21 19 6 6 23 13 16 3 5 17 21 20 10 22 13 0 4 12 22 18 19 4 20 18
split_gain=0.0177523 0.0779308 0.0895958 0.086071 0.0570428 0.0227459 0.0617677 0.0519465 0.0605537 0.0399819 0.029876 0.0248529 0.024116 0.022873 0.11049 0.134395 0.0772235 0.175315 0.048041 0.0473747 0.143275 0.211876 0.0404901 0.0399339 0.146939 0.206099 0.12113 0.0589107 0.0571218 0.216354
threshold=223.29399794390005 -0.0019399999999999999 67.300172379550006 41.741384785950011 24.719476717350002 13.154029769200003 2.4921523776000005 12.250988447150002 11.075258771650001 9.4752213870500004 0.086230000000000015 99.604685275000008 19.644954061550003 81.715684874950014 16.351273197450002 199.72613295375004 5.7087410616000005 41.942745071500006 75.499969677400017 0.20949500000000004 113.89115178020002 92.313586825200005 137.02556730370003 94.328280857900012 -0.054619999999999995 13.552878921100001 14.451165964200003 157.07313959035005 36.620308449100001 14.493864790000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 6 -1 8 -8 10 12 -12 -9 16 15 -15 -7 -18 19 22 21 -21 -16 24 25 26 -24 -25 29 -29
right_child=1 -3 3 -5 -6 13 7 9 -10 -11 11 -13 -14 14 18 -17 17 -19 -20 20 -22 -23 23 27 -26 -27 -28 28 -30 -31
leaf_value=-0.10020150504292616 0.093510189328184543 -0.076907174629744723 -0.056544345126775378 -0.10085431020912534 0.072505407579738931 -0.0013118820934380643 -0.10015409304164931 -0.10041487038312774 0.09784303508090654 -0.10070796118009778 -0.0015390899062636713 0.098691412655997984 0.10025462278831312 -0.011710193494709451 0.038878229920588162 0.08633702483384427 -0.09832815923016168 -0.0045094958822023022 0.021786254180027918 -0.072502269120451324 0.085014127576592144 0.065255117254156059 -0.054127157137431658 0.062185810265981759 -0.0018871902989859018 -0.0950625609790543 0.075044460130461177 0.04611210289216898 -0.00096848051720160692 -0.069344671761728427
leaf_weight=0.035831239319576436 0.16332397199585102 0.071114912481788362 0.048322463939484805 0.064955886613461189 0.11763255734695122 5.2998839432916602 0.017223671194315671 0.027443196680337678 0.14967691313904652 0.032664115036823205 0.04744027693868702 0.05169746989304258 0.0076605947688221923 0.24544268698809801 0.25481016180128691 0.32481072866357863 0.28241128019021733 0.67581354987119369 0.9827542643643018 0.24139266015708827 0.25546011989717954 0.20772472488209814 0.13823957919885277 0.15065687149763007 3.4799015505659545 0.43374951220602043 0.15288525889627635 0.81158809464488857 45.663467061442759 0.20287396790808998
leaf_count=312 25 33 44 57 27 244 474 162 21 18 31 13 1 23 38 22 124 68 27 35 33 21 34 5 39 69 10 189 1808 27
internal_value=-1.14024e-05 0.0194451 0.0368258 -0.00326726 0.0349289 -0.000161868 0.0245682 0.0379612 0.0774103 -0.00148677 0.0226561 0.0507282 -0.0566234 -0.000314721 0.000353863 0.0441365 -0.00603527 -0.0321601 -0.000117434 -0.000531453 0.0252226 -0.00878704 -0.000885253 -0.00108379 -0.0104191 -0.0513781 0.0137078 -0.000245569 -0.000447072 0.0230228
internal_weight=60.6389 0.46535 0.394235 0.230911 0.165955 60.1735 0.369637 0.333806 0.166901 0.166906 0.134242 0.0991377 0.0351038 59.8039 53.5458 0.570253 6.25811 0.958225 52.9755 51.9927 0.704578 0.449117 51.2882 51.0334 4.20478 0.724874 0.291125 46.8286 46.6779 1.01446
internal_count=4034 186 153 128 71 3848 1032 720 495 225 207 44 163 2816 2380 45 436 192 2335 2308 89 56 2219 2181 152 113 44 2029 2024 216
is_linear=0
shrinkage=0.1


Tree=220
num_leaves=31
num_cat=0
split_feature=20 15 20 22 2 4 10 17 3 0 2 5 9 3 13 0 8 10 0 0 23 18 0 2 6 22 18 6 3 7
split_gain=0.0280461 0.0631983 0.0597808 0.0504931 0.052224 0.0428751 0.0237775 0.0709072 0.0517561 0.0542901 0.0352921 0.0558024 0.0443822 0.0444919 0.0537683 0.0277606 0.023514 0.0213099 0.304934 0.255092 0.25329 0.325715 0.216532 0.198277 0.157778 0.155469 0.127295 0.105844 0.122822 0.218102
threshold=32.724174661450007 36.346245650200011 34.654301448200009 -0.081874999999999989 72.843776848050013 203.92124079100003 61.622148808000013 189.50863627480001 95.346167596350014 83.941728207000011 319.18044405035005 32.00428233840001 187.45330412110005 103.00289635185001 116.35915634395 71.131225215400022 10.341929261000002 66.590419433100024 93.399723909900004 90.407470010750018 0.11531000000000002 13.581061237400002 93.953546284800012 77.604108716450014 14.905348261050003 -0.053159999999999992 13.303774303900001 14.845346859150002 84.812788641250009 23.9417051038
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 12 13 -10 -15 -16 -14 19 20 -8 21 26 23 -20 27 -21 -19 28 -24 -30
right_child=2 -3 6 4 5 -7 17 -9 9 -11 -12 -13 16 14 15 -17 -18 18 22 25 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.089321417703827927 0.081938456184201133 0.040983299497829945 0.087053389747903401 0.056469135803240235 0.021634151827402387 -0.10284498175786461 0.00032611982887120018 -0.10159369040327165 0.096110542979348929 -0.10206880343020429 -0.10043408878178584 0.085469534348043483 -0.10082597384799395 -0.10127686235049466 -0.020562520163853067 0.10036664395750911 -0.010320158285365724 -0.042868386044853851 -0.046344084087891264 0.10019975259049754 0.092647007816609395 -0.10492083947686565 -1.5386405166447381e-05 0.072851258068720337 -0.066036556177072381 0.009493131261754547 0.091597859330964371 0.048300306589158432 0.00098994367022445652 -0.10364497318231972
leaf_weight=0.10194678523424627 0.16168903886330099 0.058624602854251862 0.05403591709000366 0.11276405754779162 0.055681847436062526 0.055003152511176268 35.798700733439205 0.090345086948218523 0.052306526251300056 0.063724327489580901 0.033725076920745778 0.071764329650704894 0.064899647783022374 0.044746699546294622 0.039983986125662341 0.036142210941761732 0.051473483523295727 0.14615812763077218 0.17438185091305314 0.41411374516701471 0.10707653318968358 0.71850014380100902 19.095291675965054 0.69882820506234111 0.37529078772058611 0.34753944340627541 0.13582821779618826 0.43317440361715753 0.52116747154644727 0.32246380478318315
leaf_count=194 70 4 6 14 15 27 1093 37 22 7 42 43 35 158 37 5 10 18 9 31 8 139 1631 64 30 23 33 20 35 174
internal_value=-9.89607e-06 -0.0417472 0.000101288 0.0393731 0.00857251 -0.0402238 -0.000151252 -0.0199061 -0.00551445 -0.0164176 -0.00260115 0.00653051 -0.0130342 0.0190594 -0.0142836 0.0368507 -0.060794 4.97154e-05 -0.00235481 0.00154451 -0.0535313 -0.069176 0.000266822 0.0490477 -0.00178625 0.0588107 0.0219018 -0.000602647 -0.00166507 -0.039005
internal_weight=60.4374 0.160571 60.2768 0.385138 0.223449 0.110685 59.8917 0.603147 0.512802 0.458766 0.395042 0.361317 0.289553 0.173179 0.120873 0.0761262 0.116373 59.2885 22.7282 36.5604 1.10756 1.00049 21.6206 0.87321 20.7474 0.761653 0.281986 20.3721 19.9389 0.843631
internal_count=4034 198 3836 126 56 42 3710 402 365 359 352 310 267 222 200 42 45 3308 2161 1147 198 190 1963 73 1890 54 51 1860 1840 209
is_linear=0
shrinkage=0.1


Tree=221
num_leaves=31
num_cat=0
split_feature=21 16 15 22 3 20 22 15 22 22 5 5 16 15 2 22 22 22 17 13 22 21 2 22 22 23 17 22 20 18
split_gain=0.0160048 0.15131 0.103496 0.0664579 0.0183249 0.11867 0.26113 0.137016 0.0912833 0.129729 0.0707221 0.0592159 0.0555694 0.0955031 0.0484382 0.106079 0.0928748 0.207884 0.0777796 0.0677437 0.0450776 0.0883157 0.108634 0.0657048 0.0880417 0.128061 0.082747 0.0726131 0.22177 0.152222
threshold=17.127134634300003 22.604947139800004 36.548474543700003 -0.22989499999999999 93.281431752200021 41.942745071500006 -0.071864999999999998 42.008841458800006 -0.086719999999999992 -0.096529999999999991 20.305669781650003 20.849573174100005 22.604947139800004 37.491361913600009 116.60185998990001 0.051245000000000013 -0.056724999999999998 -0.018034999999999999 189.31157886915003 117.66037007905001 -0.60611000000000004 2.3083050893000006 176.84505046235003 -0.59502499999999992 -0.50001499999999999 0.085495000000000029 191.46721301340003 -0.16276499999999997 39.110279783550006 13.512826932300003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 20 10 7 8 9 12 -6 -12 13 -7 18 16 19 -18 -13 -16 21 -1 -23 26 25 -25 -22 28 29 -26
right_child=1 -3 -4 -5 5 6 -8 -9 -10 -11 11 14 -14 -15 15 -17 17 -19 -20 -21 23 22 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-0.09632883858368374 0.074360592209699081 -0.056868431264115338 0.099741547245692286 -0.10145441822115474 0.028870495745753302 -0.0022394325709544764 -0.096407960094630901 -0.1016907442685582 0.053364694092768283 -0.10334797059658868 -0.028521969018952181 0.0012837655239476605 -0.059927583690926815 0.094416162486058622 0.0025790410692644442 0.031356266034499501 -0.086939371986032382 -0.00056427272250000242 0.034697423981676932 -0.023796399027224274 0.099679261174483363 0.078109087037055477 -0.070675548224908138 0.043469216055716388 0.085706768986401699 -0.075914632116464265 -0.010693955957604882 0.00079509158706678748 0.077595594394096773 -0.10341783096022095
leaf_weight=0.13992456057849167 0.036530770327090067 0.17002381359816354 0.20923398522427306 0.052252453757218542 0.80755627597682078 0.68288623090143086 0.41743955561696466 0.13810335464677326 0.28299974685069162 0.13193332159426074 0.77033749343536229 2.8868846980974454 0.12308415370353032 0.1202237238176167 4.5394997091836977 0.74736792737348867 0.45388049271059572 0.72169533304350231 0.91824238561093796 1.2397451718097725 0.1506684581695471 0.10353501246027008 0.093293815730135066 0.12387448596810102 0.05972838480101117 0.32713869396991413 0.12368299546074013 43.010993134367979 0.41335915139691792 0.14804095792307237
leaf_count=42 20 13 12 93 31 190 173 103 17 20 16 184 23 8 158 33 25 35 24 73 17 24 23 66 7 86 33 2294 134 57
internal_value=-1.22139e-05 0.0184077 0.0613539 -0.0291135 -0.000156681 -0.00318334 -0.02656 -0.00684885 0.00291755 -0.0105747 0.000205054 -0.0016804 0.00264054 0.0122297 0.000116462 -0.00444375 -0.00829083 -0.033913 0.00934705 -0.00307893 0.000857878 -0.0355908 0.00758747 0.00113459 0.000830968 -0.0431249 0.0499209 0.00128533 0.0352325 -0.0490493
internal_weight=60.1442 0.468041 0.298017 0.0887832 59.6761 14.9819 1.89667 1.47923 1.34113 1.05813 13.0852 12.2777 0.926194 0.80311 11.5073 7.70219 6.95482 1.17558 3.80513 5.77924 44.6942 0.336753 0.196829 44.3575 44.0831 0.451013 0.274351 43.6321 0.621128 0.207769
internal_count=4034 138 125 113 3896 1113 534 361 258 241 579 548 221 198 532 324 291 60 208 231 2783 89 47 2694 2644 152 50 2492 198 64
is_linear=0
shrinkage=0.1


Tree=222
num_leaves=31
num_cat=0
split_feature=20 20 15 6 20 7 7 21 5 22 21 16 17 20 8 8 16 7 19 18 15 8 23 22 22 17 10 3 16 7
split_gain=0.0156149 0.086623 0.154248 0.0839785 0.108745 0.0782762 0.157287 0.138864 0.194952 0.11264 0.223112 0.12419 0.102842 0.0752185 0.057608 0.143758 0.0565837 0.127465 0.0564754 0.0619528 0.051898 0.0469384 0.0424826 0.0383513 0.119457 0.151599 0.138053 0.120068 0.0948706 0.0736697
threshold=38.400997490450003 38.748048509250005 21.887115025350003 16.705390318750002 39.011793722550003 24.175586727800006 24.024273989350004 4.837019638150001 21.500664456800006 -0.046635000000000003 0.49227235280000009 19.124955277500003 204.49254535040004 39.749124837650008 8.1436447804000007 8.0437227585500022 18.764956119400004 25.056419190500005 14.551174033150001 12.909082926650003 36.346245650200011 8.3434888241000014 0.049900000000000007 -0.16276499999999997 -0.50001499999999999 197.01076493205002 62.020040611300011 81.842042407150018 18.704956259700005 19.078733418100004
decision_type=2 2 2 2 2 2 2 2 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 7 14 -9 10 11 -7 -11 -5 15 20 17 -14 19 22 -1 -16 -15 24 25 27 29 -6 -28 -26
right_child=1 3 -4 13 23 9 -8 8 -10 12 -12 -13 16 18 21 -17 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=-0.085630064994258889 0.004660795549203298 0.033944512201904434 -0.077545719522607401 -0.093038801907514138 0.081099388121611521 -0.10167385769381553 0.08237367355630841 0.096218947679139175 -0.027448048861824281 -0.0035367522775479297 -0.099409403845106561 0.014538726526874471 0.10231347034933697 -0.10024605328281244 -0.021963315157157267 0.10089243247825937 0.097280509232803666 -0.10105071660085284 0.049068655555329466 -0.10189094716323695 0.10061640695402643 0.0040215522161299441 0.03883870404373381 -0.00092014093523457583 0.026426921689820498 -0.071457504331621582 -0.01624899061145851 -0.0036057298595709138 0.099934186682800089 -0.10113471737176294
leaf_weight=0.079828911346735754 0.52750022244617767 0.9424678353415733 0.40233969797191094 0.17822188293211993 0.20814025482411558 0.10798971477536434 0.29719184775694873 0.37238494576740766 0.19382157405561884 1.9097127240520282 0.35516227130605671 0.61932753043947741 0.066830970346927532 0.028726028976734597 0.90181230893358622 0.17207535961642861 0.17069044522941113 0.057199308192423359 0.10284383200996672 0.094160148148830558 0.018412299454212189 3.033704136061715 0.093251440479434677 47.148646984612803 0.11642815424783393 0.26573167784817986 0.086584481817595815 0.85376495832042565 0.37328024310409091 0.074080926963347338
leaf_count=222 23 50 39 26 34 143 22 35 22 118 144 16 1 149 26 12 11 39 34 39 1 81 55 2164 61 114 123 99 36 95
internal_value=-1.39807e-05 -0.000664627 -0.0309098 -0.000108463 0.000297639 0.00399574 0.0117893 0.00739344 0.0538858 -0.00802383 -0.0344413 -0.00271614 0.00494837 -0.0410036 0.00113446 0.0457905 0.0599297 0.00852757 -0.0119304 -0.0409553 -0.0507239 -0.00193281 0.00608386 -0.000347858 0.0132933 -0.00390688 0.0484048 0.012997 0.0780589 -0.0231764
internal_weight=59.8523 51.4962 0.92984 50.5663 50.0691 8.35614 5.06923 4.77204 0.566207 3.28691 1.08248 0.727317 2.20443 0.497203 4.20583 0.270317 0.294721 0.12403 0.318981 0.216138 0.0982412 3.93552 0.121977 49.1267 1.97801 1.32764 0.650374 1.06191 0.459865 0.190509
internal_count=4034 3141 62 3079 2776 893 421 399 57 472 303 159 169 303 342 235 51 40 277 243 223 107 204 2726 562 247 315 133 159 156
is_linear=0
shrinkage=0.1


Tree=223
num_leaves=31
num_cat=0
split_feature=9 22 10 20 15 5 21 19 6 6 23 18 5 0 6 10 10 23 5 23 22 13 0 22 17 16 5 19 20 17
split_gain=0.0164816 0.0616452 0.0762545 0.0766143 0.0494033 0.0194653 0.0546389 0.048622 0.0547305 0.0347867 0.0275994 0.0230411 0.0656375 0.0293511 0.150371 0.099325 0.1245 0.0906124 0.0559593 0.132615 0.0423621 0.120015 0.164943 0.0329518 0.0783013 0.103116 0.164407 0.0418327 0.0398018 0.0849103
threshold=223.29399794390005 -0.0019399999999999999 67.300172379550006 41.741384785950011 24.719476717350002 13.154029769200003 2.4921523776000005 12.250988447150002 11.075258771650001 9.4752213870500004 0.086230000000000015 16.587089536200001 15.120347274900002 97.991610396700011 11.895277931250002 78.10777406390001 78.468027453400012 -0.067029999999999992 16.351273197450002 0.088350000000000026 0.20949500000000004 113.89115178020002 92.313586825200005 0.070580000000000018 204.49254535040004 22.584947186600004 18.128874633450007 14.151141757350002 40.00488309970001 204.49254535040004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 6 -1 8 -8 10 -9 13 -13 18 -15 17 -17 -16 19 -7 23 22 -22 28 25 26 -25 -28 -20 -30
right_child=1 -3 3 -5 -6 11 7 9 -10 -11 -12 12 -14 14 15 16 -18 -19 20 -21 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.10018272697574022 0.092009239349254202 -0.071351379596673717 -0.053745257034419174 -0.10075814146181922 0.071553507099454891 0.080710940167218068 -0.10014434662578581 -0.061896426699921216 0.097139861446813303 -0.10064007314143671 0.048621153887439636 0.00045444366981798489 0.062600940846261388 -0.0018791821042328134 0.022549719793447803 0.094608536942392768 -0.10101813135089076 -0.10210863787501084 0.0051666318570569207 -0.020646286166043748 -0.067526717096138458 0.08310874187280648 0.060848707037118754 -0.0093423327442328508 0.019894456185454809 0.010377032133330516 -0.049735858491853739 -0.10437664025444207 -0.00024259246283825679 -0.020245422536429039
leaf_weight=0.032050097422326895 0.14419140038080513 0.062955480063464075 0.04454885274441267 0.057538082021892478 0.1071636721608229 0.2735630631850644 0.015673651455543336 0.030285878342340311 0.1367499371044687 0.029547267122325138 0.088996124159166357 0.71224368496632351 0.22320902446938362 4.7452544552268696 0.07008388882590566 0.082240836985874921 0.053823360353021599 0.34709743252460601 11.955580697329308 0.24442366174480412 0.21372332648161219 0.23045331284993154 0.18823447136310278 0.95309429615735985 0.64867136324755836 0.76755961625804037 0.27488863561666221 0.2857793231960386 34.313875713293612 2.2620541838050476
leaf_count=312 25 33 44 57 27 21 474 163 21 18 44 59 31 180 20 7 45 100 581 25 37 33 21 5 13 44 36 18 1398 142
internal_value=-9.77033e-06 0.0198157 0.0360545 -0.00250314 0.0347608 -0.000149267 0.0239489 0.0371552 0.0768532 -0.00350155 0.0205606 -0.000285759 0.0152833 -0.000537252 -0.00763139 -0.0569688 0.0172239 -0.0811668 0.000177193 0.0328833 -0.000148014 0.0255759 -0.00740926 -0.000464136 -0.0107627 -0.0194798 -0.0346188 -0.0775869 0.00015762 -0.00147968
internal_weight=59.5956 0.416397 0.353442 0.209251 0.151713 59.1792 0.333303 0.301253 0.152424 0.148829 0.119282 58.8459 0.935453 57.9104 5.2985 0.553246 0.136064 0.417181 52.6119 0.517987 52.0939 0.632411 0.401958 51.4615 2.92999 2.28132 1.51376 0.560668 48.5315 36.5759
internal_count=4034 186 153 128 71 3848 1032 720 495 225 207 2816 90 2726 352 172 52 120 2374 46 2328 91 58 2237 116 103 59 54 2121 1540
is_linear=0
shrinkage=0.1


Tree=224
num_leaves=31
num_cat=0
split_feature=9 9 5 9 23 16 20 17 16 23 22 20 10 17 18 7 21 8 23 6 17 10 16 6 6 22 22 21 0 8
split_gain=0.016923 0.178824 0.260869 0.0640607 0.0740486 0.185185 0.0535472 0.125206 0.137844 0.218037 0.140542 0.123936 0.0885187 0.0867132 0.0582236 0.164074 0.146035 0.300721 0.13884 0.112505 0.0978848 0.10446 0.158834 0.0904848 0.0820815 0.10304 0.0799799 0.326525 0.106704 0.170343
threshold=203.06170522940002 202.37225149245003 20.016397659050003 203.72699028675004 1.0000000180025095e-35 20.514952027100005 36.620308449100001 186.09458496570002 20.784951395750003 0.097015000000000032 -0.033799999999999997 37.038444968100009 65.611820673600008 193.82841840970002 13.3584252364 23.109894804950002 2.0523604381000005 8.1436447804000007 0.092465000000000033 16.575387281250006 188.19076296340003 61.966271448700006 22.654947022900004 16.525386113000007 16.415383542800004 -0.11103999999999999 -0.084275000000000003 10.959760372700002 86.329079026800017 8.3434888241000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -2 5 -5 7 12 9 10 -9 13 -1 -8 20 19 17 18 -17 24 -13 22 -22 -18 25 -16 -23 28 29 -28
right_child=3 2 -4 4 -6 -7 11 8 -10 -11 -12 14 -14 -15 15 16 23 -19 -20 -21 21 26 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0028456416565223975 0.022569539253940812 -0.0024891567257089037 -0.095501833510460682 -0.097921279728311328 0.0022212929214720763 0.0025726284709723891 -0.10506106018986312 0.0086405738804053566 0.10071651063151954 -0.10252452404004023 0.092374618568626748 -0.0031623003413783438 -0.076350395983977443 -0.011673301064711239 0.043059566477757528 -0.078909134945956527 -0.0034108451481499147 0.069216433846824202 0.0091622353534870585 0.031866599823034074 0.093746360245605995 0.0014677442181266845 -0.0057367107662005977 -0.038805474820118313 -0.1068053001999477 -0.094607342197869537 0.09675817701273981 -0.0057049053268543488 0.10140386329524714 -0.042977184259430305
leaf_weight=0.58645320449295413 1.4578232220660563 0.78984628134656876 0.48773400999198202 0.2622439319499702 17.141484218494043 0.60966508090496063 0.19051385247183716 0.61787724758720219 0.25392542663030315 0.13016290737112968 0.2967018958470361 8.4795964120459093 0.18586138471896874 0.20795869669200329 0.10753517549898106 0.2413777038286351 16.912459240148994 0.8264741743914783 0.69260891234716837 0.12538420741293521 0.37067388065315654 4.7204942685448259 0.28303195175976725 0.7544939843537567 0.30763114536102876 0.10996565558332605 0.18224736669799346 1.3879172421293331 0.51672329287976027 0.16734515075586387
leaf_count=160 28 32 24 78 1141 13 37 64 25 43 59 601 97 19 127 117 891 102 25 10 21 75 22 17 21 94 27 30 18 16
internal_value=-1.00941e-05 -0.00118868 -0.037998 0.00240703 0.000775281 -0.0276529 2.78894e-05 0.015671 0.0346325 0.0185708 0.035805 -0.000857641 -0.0162133 -0.056323 -0.000246868 -0.00383974 -0.00218556 0.02528 -0.0135988 -0.0532411 0.00423148 0.0124502 0.0506736 -0.00492243 -0.073562 -0.0265431 0.00886776 0.0243638 0.0725366 0.0298688
internal_weight=59.4042 39.933 1.27758 19.4712 18.0134 0.871909 38.6554 2.07098 1.29867 1.04474 0.914579 36.5844 0.772315 0.398473 36.186 20.0779 19.4274 1.76046 0.933987 0.650516 16.108 7.62843 0.653706 17.667 0.525132 0.217501 6.97473 2.25423 0.866316 0.349593
internal_count=4034 2774 56 1260 1232 91 2718 448 191 166 123 2270 257 56 2214 1404 1152 244 142 252 810 209 43 908 242 221 166 91 61 43
is_linear=0
shrinkage=0.1


Tree=225
num_leaves=31
num_cat=0
split_feature=6 15 19 9 3 3 6 6 22 0 22 10 23 2 16 14 5 4 6 10 21 3 7 21 23 22 22 21 0 21
split_gain=0.015619 0.101222 0.0967831 0.196191 0.099887 0.206182 0.208476 0.166142 0.0923314 0.0840255 0.208921 0.0956389 0.0945374 0.0833479 0.0629082 0.061115 0.0609035 0.102424 0.0487663 0.123366 0.149337 0.125841 0.170308 0.0475533 0.204731 0.0638578 0.0783422 0.102233 0.0649445 0.0510752
threshold=14.845346859150002 38.62622401090001 12.951044929850001 195.10791980860003 85.63276837105002 86.272621406050021 15.155354102400002 14.905348261050003 -0.0019399999999999999 90.297243227400017 -0.053159999999999992 65.536543845950021 0.098545000000000021 344.91334945730006 20.664951676350004 137.67556691715004 20.120233242600005 143.78867033265001 14.415336812050002 71.015621515800021 1.0020322129000003 84.812788641250009 24.202871501750003 1.9176293050000004 0.082935000000000023 -0.59502499999999992 -0.14429 2.3925196316500004 97.991610396700011 1.1798413345000001
decision_type=2 2 2 2 2 2 2 2 2 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 7 -6 8 -4 -7 11 14 16 -13 -3 -11 -1 17 -8 23 21 -21 -20 -23 24 -17 28 27 -27 -25 -26
right_child=2 13 4 -5 5 6 9 -9 -10 10 -12 12 -14 -15 -16 18 -18 -19 19 20 -22 22 -24 25 29 26 -28 -29 -30 -31
leaf_value=0.08436012173966255 -0.047505237340564194 -0.10250203739587023 0.023947401246663703 0.088779603888277839 0.064844185067384444 -0.10237853147777574 -0.0064111553714440231 -0.092185021603020556 -0.014761921925643526 0.091540403497759174 -0.018495796032580749 -0.084421311016903519 -9.3543149842344813e-05 0.01736064770134561 0.026677472290563366 -0.10380031652267133 0.00030212991333003155 0.057374751075689234 0.055847940857628509 0.062378616994074924 -0.10241345316380966 -0.0027191220461631397 -0.084276268948926661 0.094302925805149387 0.00065382735948652675 0.094851151533115879 0.0021753983961235852 -0.070358186132964989 -0.031783393683736894 -0.058222844898112518
leaf_weight=0.082895794475922879 0.15473654321476615 0.17860137298703094 0.21226560062495892 0.33283616755215917 0.50342664588242669 0.27744823035209265 0.5066670924425114 0.29355683684116229 0.21231494951643881 0.38880090083694085 0.53112086659530067 0.26228247303515573 0.26958610676229 0.085922388359904289 0.24296441045589745 0.22568255378824575 31.808983228062857 0.50033040042035282 0.28788302507746255 0.06849518057424564 0.27893093899183441 1.7280741833515096 0.30057797019253474 0.14236486241863033 1.9960389925700783 0.043354663580443709 16.68156161098414 0.27529283300056306 0.057290889819455515 0.15908412620331081
leaf_count=6 218 49 15 26 34 22 3 26 27 29 37 20 21 15 26 194 1181 37 31 4 112 90 66 14 241 10 878 493 59 50
internal_value=-5.74808e-06 -0.00207219 0.00127339 0.0455281 0.000674184 0.00130283 0.000388887 -0.0434507 -0.0643963 0.00130829 0.027732 0.000386862 -0.0416784 -0.0635683 0.0665954 -0.00134362 0.00106864 0.0252811 -0.001663 -0.014357 -0.0699246 -0.00602312 -0.0148031 6.4018e-05 -0.0131818 0.0018975 0.00123717 -0.0478801 0.0581227 -0.00369226
internal_weight=59.0894 22.5921 36.4973 0.487573 36.0097 35.5039 35.0005 0.505822 0.489763 34.5107 1.16289 33.3478 0.531869 0.264524 0.631765 22.3275 32.816 1.007 22.2446 2.66396 0.347426 2.31654 2.02865 19.5807 2.38081 17.1999 17.0002 0.318647 0.199656 2.15512
internal_count=4034 2312 1722 244 1478 1437 1403 41 49 1354 92 1262 41 64 55 2248 1221 40 2242 303 116 187 156 1939 485 1454 1381 503 73 291
is_linear=0
shrinkage=0.1


Tree=226
num_leaves=31
num_cat=0
split_feature=9 22 10 20 15 8 20 2 23 13 18 16 19 4 20 16 19 7 20 20 21 21 3 15 19 8 21 22 7 5
split_gain=0.0143683 0.0518546 0.0670606 0.0689599 0.0431978 0.0183621 0.104966 0.109924 0.0363116 0.0292293 0.0186543 0.118893 0.176159 0.167502 0.0743703 0.0618384 0.0708978 0.0735482 0.139004 0.0690998 0.152351 0.150516 0.117416 0.138061 0.0999249 0.069776 0.114422 0.0829123 0.0607092 0.247215
threshold=223.29399794390005 -0.0019399999999999999 67.300172379550006 41.741384785950011 24.719476717350002 8.8430989333000021 40.00488309970001 56.478612905150008 0.11082500000000002 117.70876232545002 13.893471991850001 22.644947046300004 14.351157895250003 372.47712237630009 41.243661560350013 22.574947209950004 14.451165964200003 23.549545123900007 42.066503896600004 41.872294782850005 3.4465547941500003 4.6887961308500001 93.394346993650018 37.491361913600009 13.851117550450002 8.2435668022500028 0.93316694850000015 -0.117885 23.974509389900003 20.556063402800003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 10 9 -8 -9 -7 15 12 28 14 -14 19 -17 -18 -19 25 -21 -22 23 -23 -24 26 27 -1 29 -12
right_child=1 -3 3 -5 -6 6 7 8 -10 -11 11 -13 13 -15 -16 16 17 18 -20 20 21 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.072517633730588546 0.090218119907291699 -0.067092553977732519 -0.049153087356793565 -0.10069145569772864 0.069447440231719657 0.028458483783914662 0.071702964652317736 -0.10415108994951119 -0.023197847814296797 -0.0081744261633810399 -0.0060691376443501631 0.070439296477249044 -0.016472115920000103 0.02933170951747904 -0.095097256138014133 -0.0044368172708929895 0.0031345590542232907 0.07351396192843164 0.00071863236964436208 0.097635354639792948 -0.10747965428468956 0.01501219967936027 0.012070298147045515 0.077575240036918763 -0.10250187834372114 0.0054055292505014764 -0.080311901094006891 0.089057716357771669 0.00085359448370791134 -0.11551511914866402
leaf_weight=0.04856053116861847 0.13086437116726302 0.059030490326221208 0.044144562637768558 0.052184424266670248 0.1009162028785795 0.34672198753105365 0.054167463211342692 0.21660243016367531 0.074454561556194676 0.58581520066945814 2.5665319379596911 0.22463639825582404 0.16375668486580153 0.20907611516304314 0.45336665760260075 17.024593087450743 5.6635591507383642 0.45652469817287034 0.61661225289026333 0.24006422913407766 0.097493132008822037 1.8664169897153904 0.17116034675154868 0.43491613399237383 0.13709571089111705 5.7509685580153018 0.24230517526183348 0.091792568149456244 20.431929438544529 0.22443084966127447
leaf_count=193 25 33 44 57 27 36 12 67 25 25 275 45 15 45 60 283 169 36 11 85 31 101 200 12 57 105 88 31 1803 38
internal_value=-9.82452e-06 0.0191916 0.0347151 -0.00210903 0.0333552 -0.000137127 -0.0119929 -0.0590995 -0.0834426 0.00544587 0.000128105 -0.00197402 -0.00265041 -0.0480257 -0.0742337 0.00168179 -0.00100071 0.00768282 0.0316866 0.00870099 0.0212855 0.0145147 0.0190724 0.0268356 -0.0388852 0.00265428 -0.0386942 0.0331545 -0.0010361 -0.0148701
internal_weight=58.7807 0.38714 0.32811 0.197245 0.145061 58.3936 1.27776 0.345224 0.291057 0.932537 57.1158 24.2737 24.0491 0.826199 0.617123 32.8421 23.7613 6.7367 1.07314 9.08077 2.94715 2.70708 2.60959 2.30133 0.308256 6.13363 0.382658 0.140353 23.2229 2.79096
internal_count=4034 186 153 128 71 3848 165 104 92 61 3683 2281 2236 120 75 1402 499 216 47 903 486 401 370 113 257 417 312 224 2116 313
is_linear=0
shrinkage=0.1


Tree=227
num_leaves=31
num_cat=0
split_feature=9 21 9 21 16 22 8 9 20 16 16 18 19 23 6 22 13 8 16 23 23 22 18 23 8 14 19 17 8 21
split_gain=0.0144955 0.0623041 0.124313 0.0432594 0.0774746 0.0672009 0.0867172 0.0574323 0.0721955 0.0451118 0.179288 0.0408621 0.191656 0.14312 0.0757933 0.0360045 0.104909 0.0428536 0.0329691 0.0321963 0.0307027 0.0251873 0.0250208 0.0328089 0.0234685 0.0663513 0.108771 0.0562799 0.029292 0.0754296
threshold=186.68586460755003 15.475979305150002 182.80199813410005 9.4408665581500006 22.764946765650006 -0.054619999999999995 2.0484014478500003 181.33671263215004 44.756878345700009 22.654947022900004 20.824951302200002 12.909082926650003 14.251149826300002 0.10249000000000003 16.585387514950003 -0.093879999999999991 116.53390612245002 3.5472317755000007 17.144959907600004 0.096995000000000012 1.0000000180025095e-35 -0.69416999999999995 13.390703749000002 0.091935000000000031 8.8430989333000021 168.39662374755002 14.351157895250003 205.45998821870003 8.543332867800002 15.309137451250002
decision_type=2 2 2 2 2 2 2 2 2 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 18 4 7 15 -7 8 21 10 -9 12 -2 14 -14 16 17 -5 -3 20 -10 -1 -22 -24 28 -26 -27 -28 29 -13
right_child=11 2 -4 5 -6 6 -8 9 19 -11 -12 24 13 -15 -16 -17 -18 -19 -20 -21 22 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=0.10003615001198463 -0.1056419407291856 0.045121598116438844 0.095586497965131842 -0.10038727884451196 0.10048130149430208 0.097856950880738217 -0.10511386623212871 0.0014218243976181356 -0.029249308779731621 0.0019985510154332847 0.09709010426703725 -0.00040218057314660648 0.081951117423289435 -0.028970796927778809 -0.0096066594129273295 0.0018429726451162567 -0.10154060936971893 0.066127790283156809 -0.10115022375400247 -0.10141308420526701 0.092433006704134416 -0.085666362821982867 -0.10017974896467857 0.10025246919550963 0.04266230404165075 -0.0012717470039131386 -0.10390690297304894 -0.011926827560685877 0.0044769019804618421 -0.028676799586931225
leaf_weight=0.0076486290199685439 0.20942917186039167 0.021945339343588333 0.18861311004729941 0.019013030965936539 0.092390666482970008 0.02513252435683444 0.12956067050552633 0.65195705052644859 0.060739670191125583 1.4579552243812939 0.28003092820290476 37.747345477018143 0.24092060234397628 0.66551272205924761 0.14473094829190813 1.5908373201648371 0.12623179033471388 0.08259864656128002 0.051739202047315302 0.021916515521482438 0.073348311481822748 0.16198315489165749 0.018613129959518915 0.014551800210028887 0.17160250357119256 0.62928376089257654 0.20548148414081879 0.098367149737896398 12.39328346377806 0.96770214794133735
leaf_count=7 37 86 16 172 12 51 57 37 66 18 37 1768 13 28 42 22 37 27 51 9 76 791 93 2 23 36 41 14 296 69
internal_value=-1.08188e-05 0.00509572 0.0525573 0.00250998 0.0104099 -0.00886381 -0.0721378 0.00738243 -0.0299235 0.0129832 0.0301669 -0.000495635 -0.0182863 -0.000881977 0.0475905 -0.00348186 -0.0406606 0.0349704 -0.0575863 0.0125537 0.0274878 -0.0772931 0.0598423 -0.012236 -6.61102e-05 -0.0144863 -0.0249959 -0.0741295 0.000245589 -0.00110892
internal_weight=58.5505 5.07681 0.262298 4.81451 2.84114 1.97337 0.154693 2.74874 0.358801 2.38994 0.931988 53.4737 1.26059 1.05116 0.385652 1.81868 0.227843 0.101612 0.0736845 0.189169 0.167253 0.169632 0.106513 0.0331649 52.2131 1.10473 0.933132 0.303849 51.1083 38.715
internal_count=4034 1667 153 1514 1148 366 108 1136 1044 92 74 2367 120 83 55 258 236 199 137 246 237 798 171 95 2247 114 91 55 2133 1837
is_linear=0
shrinkage=0.1


Tree=228
num_leaves=31
num_cat=0
split_feature=20 22 20 15 19 22 18 18 0 0 10 4 6 0 16 22 10 0 0 23 18 10 15 5 0 18 22 10 18 20
split_gain=0.0134883 0.0642144 0.0898259 0.0575939 0.0367561 0.044438 0.0545468 0.0160584 0.0580507 0.0579063 0.0679066 0.081079 0.0370855 0.0413728 0.0304803 0.0336511 0.0215789 0.224648 0.221157 0.212559 0.270299 0.16876 0.258018 0.149685 0.129881 0.116019 0.10468 0.100836 0.0980305 0.0562397
threshold=34.654301448200009 0.22598000000000004 32.724174661450007 36.346245650200011 13.951125619400001 0.10957500000000002 13.975517741000003 16.587089536200001 97.752337623100019 97.991610396700011 77.946466576100008 252.13038187165003 12.165284239900002 102.64264296240002 17.874958200600002 0.061925000000000015 66.590419433100024 90.407470010750018 93.399723909900004 0.11531000000000002 13.581061237400002 69.999384342500022 33.423812040500003 18.946524085150003 90.767723400200012 15.064837217800003 -0.061874999999999999 65.611820673600008 13.303774303900001 37.828051409500013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 16 -9 -10 -11 -12 13 -13 15 -15 17 27 19 20 28 22 -20 -23 -19 -25 -27 29 -18 -2
right_child=7 -3 4 -5 -6 -7 -8 8 9 10 11 12 -14 14 -16 -17 18 24 21 -21 -22 23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.10191746045191259 0.0236442828539556 -0.079577782346988021 0.069314110815904106 0.036775215354607454 0.097812007428551076 0.088873271400292636 -0.10113395403571163 0.084511876640330011 -0.10210402763276788 0.085285469550894832 -0.10129817988284327 -0.10048515224934527 0.057398692608071428 -0.08117392605497066 0.10022007629770867 0.0080540729534427681 -0.038847032415877003 0.10031623108859207 0.099342808474353922 0.09010696781418745 -0.10398503210227253 -0.001535003308891133 -0.0043758789086021993 -0.10233352909033976 0.011782899313249197 -0.10093912741534981 0.082629304324797273 -0.04609057391775162 0.090377833686622402 -6.4703281354438534e-05
leaf_weight=0.067620323629504209 1.030935548018532 0.059915138472661056 0.033723304993827696 0.053733643610030413 0.14363160741049796 0.06121766380056215 0.042357410518739869 0.099821124062144828 0.048442352755955431 0.1064160316309426 0.071580700644432227 0.03858766395933344 0.1358053128933534 0.045911614873546114 0.032691924997379829 0.53237215278115002 0.12268457944356015 0.35231107770232384 0.41705492389314969 0.095552347986085806 0.58354299460643233 18.453699539233899 0.5644789794459939 0.26202351615086072 0.31284530240554886 0.050176818527688738 0.081557395358345275 0.46804059872852022 0.11256717328205923 33.888963461719982
leaf_count=146 127 62 27 4 21 7 57 19 9 12 157 27 28 426 15 60 18 31 40 8 138 980 19 113 24 45 14 39 33 1328
internal_value=-1.02478e-05 0.017005 0.0313898 -0.0405065 0.062447 0.0254507 -0.0255817 -0.000146057 0.0117571 0.0045794 0.00994392 0.000588005 0.0098742 -6.18291e-05 0.00628065 0.000970005 -0.000379027 0.00109948 -0.00294875 -0.0510333 -0.0675042 -0.000731492 0.0396943 -0.00283678 0.058676 -0.0638453 0.0127091 1.72586e-05 0.0229866 0.000635254
internal_weight=58.3703 0.462199 0.402284 0.121354 0.28093 0.137298 0.0760807 57.9081 1.11163 1.01181 0.963365 0.856949 0.785369 0.649563 0.610976 0.578284 56.7964 36.0531 20.7433 0.914347 0.818795 19.829 0.981534 18.8475 0.665156 0.393758 0.131734 35.3879 0.235252 34.9199
internal_count=4034 324 262 150 112 91 84 3710 753 734 725 713 556 528 501 486 2957 1549 1408 197 189 1211 59 1152 55 172 59 1494 51 1455
is_linear=0
shrinkage=0.1


Tree=229
num_leaves=31
num_cat=0
split_feature=15 15 5 12 23 17 22 19 22 22 22 23 17 21 6 15 20 15 4 22 6 15 2 21 0 21 5 23 17 7
split_gain=0.0137202 0.07332 0.102445 0.0695668 0.12876 0.0987748 0.0679755 0.0543821 0.0479795 0.269098 0.0996815 0.146268 0.133284 0.181984 0.0682281 0.27484 0.282627 0.0446191 0.0487284 0.119076 0.122123 0.0572672 0.0402275 0.0419682 0.0444736 0.0837897 0.0424407 0.0360751 0.0568355 0.0347493
threshold=38.884669609800007 39.883592142850006 21.955793948900006 248.60872946435003 0.085335000000000022 212.37354083175003 -0.098419999999999994 13.651101412550002 -0.06828999999999999 -0.058374999999999996 -0.037054999999999998 0.087555000000000022 190.69924117675001 4.6253815007000005 16.355382140900002 42.246988155050012 41.535369675400013 38.483556206400003 287.29288006360008 -0.0034049999999999996 13.65531905435 15.840011140850001 112.15964652650003 7.1067965614000004 86.692020874450009 6.7094573673000006 25.172154428400003 0.11082500000000002 236.15709471040003 19.078733418100004
decision_type=2 2 2 2 2 2 2 2 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 17 6 -6 29 -7 14 -10 -11 -12 -13 -14 15 16 -3 18 -1 20 21 -20 -16 24 25 26 -24 28 -21 -5
right_child=1 8 -4 4 5 7 -8 -9 9 10 11 12 13 -15 22 -17 -18 -19 19 27 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00071229855775710492 0.057180145603948254 -0.051748329196828459 0.0061843107143293129 0.014733561137573521 -0.10170334581839745 -0.072870860219923353 0.064424981493130959 0.086368238806619368 0.068129532062215878 -0.043979502825110338 0.062556770592661654 0.011005090267032863 0.034775990677020134 -0.071631532808216533 0.01721556591216564 -0.093532011961564035 0.092215316666905606 -0.026663450899193371 0.066750592003356771 -0.10143065926579564 0.070394634825042879 -0.094603361742053083 -0.10228092095605149 5.9038863719418401e-05 -0.0033344495030620648 -0.010411930077263208 -0.0060180793385189515 -0.0010917092579826608 0.095069315158725423 -0.10109450527900415
leaf_weight=38.036343589981001 0.55040269554592924 0.28759906526829659 1.3856916408585673 0.053575841818286563 0.27652432190174636 0.03683351608015073 0.14725705170076153 0.051338809891603887 0.65440156124532212 0.48212576497826409 0.38491698788584239 1.8414750823394572 0.23214555848608132 0.52244402541145973 1.0910945702344168 0.38793519223054318 0.25932840132009005 0.64165108982706343 0.03110385437994978 0.082974629821306989 0.51562140974220938 0.075119392933061135 0.20569942143265307 7.7946996170230705 0.98386826028581709 0.46686480020798626 0.058918444893606647 0.50723409246876372 0.017893884994919063 0.050142190853968316
leaf_count=2358 42 29 29 37 111 49 118 9 27 30 64 36 25 36 13 75 17 25 100 132 57 97 70 95 7 3 22 11 6 304
internal_value=-8.57181e-06 0.00232365 0.0206817 -0.00102089 -0.034379 -0.0723163 0.0207483 0.019847 5.30491e-05 0.00931991 -0.00179297 0.00503002 -0.00349944 -0.0388958 -0.00325454 -0.029152 0.0165128 -0.000506265 -7.883e-05 0.0195113 0.0502805 -0.0473564 -0.000970775 -0.00305731 -0.0172182 -0.0358924 -0.0808475 -0.0119532 -0.0665719 -0.0412632
internal_weight=58.1132 17.5896 1.93609 40.5236 0.615672 0.364697 0.250975 0.0881723 15.6535 4.11751 3.46311 2.98098 2.59606 0.75459 11.536 0.934863 0.546927 39.9079 39.2663 1.22995 0.621845 0.106223 10.6011 9.51005 1.71535 0.731483 0.264618 0.608103 0.100869 0.103718
internal_count=4034 620 71 3414 628 169 459 58 549 218 191 161 97 61 331 121 46 2786 2761 403 254 197 210 197 102 95 92 149 138 341
is_linear=0
shrinkage=0.1


Tree=230
num_leaves=31
num_cat=0
split_feature=5 19 5 15 20 23 17 15 3 5 17 6 22 14 17 20 22 22 20 20 10 20 20 8 2 17 16 0 16 7
split_gain=0.0135913 0.0500169 0.0722316 0.0263387 0.0248447 0.0221003 0.0178256 0.0165556 0.0154364 0.0915098 0.100871 0.0483759 0.105496 0.136979 0.0702035 0.0639543 0.0367213 0.0956325 0.165776 0.0336891 0.0303303 0.0264259 0.073874 0.0625975 0.116756 0.0322999 0.179762 0.275859 0.0884498 0.0787266
threshold=13.154029769200003 12.250988447150002 12.290720980000001 20.123524217100002 40.80591513400001 0.088075000000000028 181.79266834725004 20.313914079200003 81.715684874950014 16.351273197450002 199.72613295375004 11.895277931250002 -0.14259499999999997 300.92746350285006 197.01076493205002 34.19870408380001 0.20949500000000004 0.22598000000000004 40.137820134150012 37.038444968100009 75.499969677400017 43.426640904350009 43.680097826700013 8.543332867800002 91.751571794600025 190.94474013770002 18.684956306450005 93.953546284800012 18.754956142750004 23.109894804950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 -6 -8 11 10 -10 -2 14 15 -13 -14 20 -18 19 -19 21 25 -23 24 -24 -11 27 -27 -28 -30
right_child=8 3 -4 4 5 -7 7 -9 9 16 -12 12 13 -15 -16 -17 17 18 -20 -21 -22 22 23 -25 -26 26 28 -29 29 -31
leaf_value=-0.1001250108756042 -0.001319733779730987 -0.10045661381244449 0.0944621302203658 -0.10064278731670329 0.068673636599437468 0.05284563646249283 0.10015883470509471 -0.10044145074156692 -0.0082325288418759607 0.0019483716087711732 0.084100953032651748 0.060652553201246455 0.016240404972668158 0.0597729583036746 -0.035763344736082628 -0.091705383783706296 0.10117594073026713 -0.0017610474836614973 -0.1034716921114969 0.065062850899167399 0.017605884329837364 0.063896349126134608 -0.10168526096761632 0.050215360713423543 0.0038530183468985808 0.042190298725559641 0.030981462758149492 -0.094134021474276616 -0.020748473536052407 -0.0013131926173054146
leaf_weight=0.022615260682186 5.3225980327555495 0.03028368009421456 0.12191317463812368 0.020110400052089972 0.012199588785733795 0.075110300334017666 0.0047878166660666457 0.029240454851219511 0.20975842906591324 19.764811082477024 0.27141106608905829 0.17700186331146017 0.064027361193438992 0.088606078636075836 0.13171973936141512 0.38440865225936705 0.12865964788807005 0.1227722099993116 0.10921189936226483 0.19570717218448408 0.9338332745974175 0.22605808062780797 0.11075433870109996 0.26052086461641 1.957511110598176 0.21221721687203654 0.7871715138026073 0.49388847794762114 2.2888242310600644 23.313141989460746
leaf_count=779 235 71 35 47 4 41 1 146 23 821 22 35 16 29 35 127 10 24 32 29 27 46 41 20 376 40 19 118 133 652
internal_value=-9.42335e-06 0.0206643 0.0640139 -0.0158184 0.00230235 0.0193643 -0.0350356 -0.0722168 -0.000123025 0.000444383 0.0438496 -0.00484988 -0.0270659 -0.0538436 0.0195156 -0.076293 3.41043e-05 0.0255845 0.00284485 0.0393026 -0.000248227 -0.00058563 0.00931825 0.00402029 -0.00179849 -0.0011256 -0.00336792 -0.0531623 -0.00203555 -0.00305071
internal_weight=57.8709 0.316261 0.144528 0.171732 0.141449 0.121338 0.0462279 0.0340283 57.5546 51.3863 0.481169 6.16836 0.845764 0.537042 0.308722 0.448436 50.9051 0.556351 0.427691 0.318479 50.3487 49.4149 2.55484 2.32879 2.06827 46.8601 27.0952 0.706106 26.3891 25.602
internal_count=4034 1124 814 310 239 192 151 147 2910 2433 45 477 242 172 70 143 2388 95 85 53 2293 2266 483 437 417 1783 962 158 804 785
is_linear=0
shrinkage=0.1


Tree=231
num_leaves=31
num_cat=0
split_feature=19 6 10 20 10 21 5 6 22 13 5 0 20 23 5 6 17 21 9 16 9 9 21 4 17 7 18 21 2 9
split_gain=0.0125548 0.0958081 0.0820973 0.18051 0.163323 0.106577 0.07066 0.0882011 0.0991236 0.284043 0.0612449 0.0533059 0.0526857 0.0543108 0.0491368 0.0510956 0.120035 0.072997 0.0506454 0.0664983 0.107182 0.0515895 0.0462649 0.0446866 0.0934213 0.0813512 0.0564209 0.0590085 0.0500202 0.140882
threshold=14.351157895250003 16.585387514950003 64.665483411650015 38.478081868400004 62.837331883000012 4.3657573166500008 20.204934414350003 16.395383075500003 -0.078504999999999991 117.38883580790001 26.429668882900003 78.626646483100004 40.720231579350006 0.12535000000000004 20.556063402800003 16.465384711100004 191.08747234645003 7.7834773016000005 193.67618212375001 22.644947046300004 191.98656730705002 205.67007911670001 9.277127270600003 371.57449297710008 209.55094140555002 26.459406588900006 12.794482498400003 4.1620892039000008 192.44078413960003 195.70012057590003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 4 -4 6 -6 -2 8 9 -8 -3 22 -10 -14 -9 16 -16 -18 19 20 -17 -20 -12 26 -25 -26 27 -1 -28 -30
right_child=2 10 3 -5 5 -7 7 14 12 -11 11 -13 13 -15 15 18 17 -19 21 -21 -22 -23 -24 24 25 -27 28 -29 29 -31
leaf_value=0.082720454800823906 0.030732009290552361 -0.08305299369015591 0.022008486046044842 -0.086222203077764181 0.014937431439523557 0.098184432813123779 -0.0052773778152978949 -0.022144268776596317 -0.015295074805653789 -0.10831826436547867 -0.10058156728478269 0.095341741257462698 0.040905942443897218 -0.0071453917729211299 0.045412234631191893 0.061395088540213333 -0.0065186307203317475 0.022904369787162975 -0.012365121835051068 0.00073389269327288603 0.0013084327110531382 0.011051271799352912 0.03596169079253788 -0.080338014029182392 0.093434165322219806 -0.069370707884991403 -0.0018269635204127223 -0.034271487419253337 -0.011529067921451657 0.026141345668889916
leaf_weight=0.15722168439105999 0.79185656830669415 0.23222021063543152 0.29857670981436868 0.31846020848024637 0.32958787085954 0.28832375956699252 0.88498077262192987 0.70219466167327382 1.1588242764119088 0.38343538024400914 0.05519377100517886 0.041698507146065822 0.46418108015495807 0.47687315940856934 0.943804955948507 0.54495860640599658 2.1090282597433547 1.4048791919412904 3.6022870549350046 2.9621086634688254 0.65211342056045396 1.2734563845151567 0.04508467230266433 0.19866942969058143 0.077673213690786724 0.050743327981564335 33.115263946178018 0.059401017636673714 1.7415277231095334 2.3091466030000447
leaf_count=27 33 137 17 39 40 32 25 33 17 59 195 21 41 2 39 29 86 24 79 73 14 78 54 409 22 130 1776 90 164 249
internal_value=-1.07551e-05 -0.00106894 0.00204641 -0.0338507 0.00321385 0.0537813 0.00151153 0.000194081 -0.0143537 -0.0364261 -0.0514198 0.000320146 -0.001021 0.0165562 0.00364612 0.00498833 0.0137492 0.00524484 0.000665804 0.00877214 0.0286625 -0.00624918 -0.0391924 -0.000569302 -0.0373708 0.0291024 -0.000247299 0.0506396 -0.000543895 0.00994551
internal_weight=57.6738 38.0838 19.5899 0.617037 18.9729 0.617912 18.355 17.5631 3.36829 1.26842 0.374197 0.141977 2.09988 0.941054 14.1948 13.4926 4.45771 3.51391 9.03492 4.15918 1.19707 4.87574 0.100278 37.7096 0.327086 0.128417 37.3826 0.216623 37.1659 4.05067
internal_count=4034 3274 760 56 704 72 632 599 144 84 407 270 60 43 455 422 149 110 273 116 43 157 249 2867 561 152 2306 117 2189 413
is_linear=0
shrinkage=0.1


Tree=232
num_leaves=31
num_cat=0
split_feature=22 22 6 0 19 8 5 22 15 7 7 15 22 4 15 23 6 23 7 23 9 9 22 23 21 7 23 15 10 17
split_gain=0.0133503 0.119429 0.0714336 0.0931849 0.100306 0.0563675 0.038708 0.0350899 0.145282 0.0837268 0.0601917 0.0592871 0.0805148 0.0518444 0.0397877 0.0179984 0.0322545 0.030408 0.0730572 0.0261057 0.0601356 0.103907 0.069793 0.0260277 0.0770552 0.186658 0.0725778 0.298236 0.0616207 0.0917758
threshold=-0.50001499999999999 -0.58559499999999998 13.835323260100003 98.142164052000012 11.750948102400001 8.7431769115000026 25.568932055400001 -0.16276499999999997 37.491361913600009 23.397000037200005 24.909276771700004 30.807603489900004 -0.23783499999999999 377.6847677435 26.583493790300004 0.41214500000000009 15.155354102400002 0.12084500000000002 23.478650568600006 0.11278000000000003 195.41812862360004 200.84017322135003 0.10957500000000002 0.10249000000000003 10.393723370700002 23.779256055650006 0.09914000000000002 36.207782793200003 61.987779113750001 191.08747234645003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -3 -4 8 9 11 -11 12 -2 14 -14 17 -17 19 -19 23 -21 -22 -23 26 28 -26 -9 -28 -25 -30
right_child=7 5 6 4 -6 -7 -8 15 -10 10 -12 -13 13 -15 -16 16 -18 18 -20 20 21 22 -24 24 25 -27 27 -29 29 -31
leaf_value=0.088907370278811182 -0.10058153542947018 -0.095103340651131199 -0.039638262514481847 0.065361497282420786 -0.10132804652645414 0.024164579726930861 0.0045432867633272275 -0.00016495660429591017 0.076406829802047882 -0.10309230041150462 0.037766697221327111 0.095306096905303117 0.075653714652709911 -0.10032208857408925 -0.049774281181044655 -0.0019395467130292423 0.018993922338950968 -0.034284134678972629 -0.0011117724936419086 -0.0045987590433642905 0.092027007625964746 -0.062965824952198074 0.05067024504379869 -0.017107374914136955 -0.093258078338008282 -0.0012939379893177245 -0.0069778175920898857 0.080525254608230151 0.027917345366866686 -0.005358342560699475
leaf_weight=0.19022539506022418 0.066134993905052397 0.20374902735389255 0.31202414575818693 0.07250185487583849 0.071902090912146832 0.049193547063623555 0.54405925940227462 39.471223817519515 0.29698325944627868 0.12761165168555522 0.039797591158738044 0.075179435534664663 0.12456255738379596 0.026812304950993848 0.031733743293443695 1.6311453298300187 1.341321447282098 0.8872846638942059 2.6372019661489219 0.60687326129811825 0.22222070036514197 0.10658781352458391 0.10964738388429396 1.7120642588606632 0.32940807398945526 0.66879860362482191 1.2503593387706633 0.56574153611654754 1.2482887281268946 2.4666996747444614
leaf_count=21 141 147 34 77 75 34 16 2562 35 25 71 23 127 47 54 42 26 32 42 14 15 29 12 31 34 25 70 48 55 70
internal_value=-8.17137e-06 -0.00950308 0.00375346 0.0429298 -0.0176371 -0.0719075 -0.0115599 0.000236413 0.0211787 -0.0121696 -0.0696064 0.0174689 -0.0060091 0.0281485 0.0501873 -6.25591e-05 0.00750665 -0.000492899 -0.00946287 0.000155499 0.0157882 0.0440062 -0.00534386 -0.000186997 -0.00610758 -0.0316421 0.000734382 0.0202806 -0.00141098 0.00582276
internal_weight=57.4873 1.44366 1.19071 0.334629 0.144404 0.252943 0.856083 56.0437 0.788816 0.491832 0.167409 0.324423 0.249244 0.183109 0.156296 55.2549 2.97247 52.2824 3.52449 48.7579 1.04533 0.438456 0.216235 47.7126 6.42526 0.998207 41.2873 1.8161 5.42705 3.71499
internal_count=4034 404 223 173 152 181 50 3630 523 488 96 392 369 228 181 3107 68 3039 74 2965 70 56 41 2895 215 59 2680 118 156 125
is_linear=0
shrinkage=0.1


Tree=233
num_leaves=31
num_cat=0
split_feature=21 22 15 15 15 2 2 23 6 22 18 7 7 22 17 22 17 0 0 22 15 20 23 23 5 20 9 9 16 22
split_gain=0.0119376 0.149897 0.03725 0.0444426 0.0170484 0.141828 0.0422464 0.0287365 0.0318704 0.0276801 0.0506463 0.0570615 0.0579689 0.0470853 0.0726273 0.0673117 0.0834279 0.0943279 0.0394283 0.038157 0.149858 0.0718301 0.0644158 0.0537719 0.0333138 0.0429376 0.0253159 0.033353 0.0250067 0.0249716
threshold=18.593782865600001 -0.011675 26.583493790300004 24.006097767650004 46.074827201850006 258.06114663960005 184.38272419390003 -0.55648999999999993 16.325381439950004 -0.60611000000000004 13.4793103924 25.271514403800001 25.603371256250004 -0.59260499999999994 194.19264200700002 -0.50001499999999999 205.45998821870003 97.991610396700011 98.142164052000012 -0.16276499999999997 37.491361913600009 39.110279783550006 -0.10747999999999999 1.0000000180025095e-35 20.374719724350005 35.509685375550013 66.346857137250012 63.789425898000005 22.614947116400003 -0.58559499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 7 6 -6 8 -1 10 -9 -12 -13 14 -11 16 17 -15 -16 20 21 22 -17 26 25 -18 27 -23 -7 -19
right_child=1 -3 -4 -5 5 28 -8 9 -10 13 11 12 -14 15 18 19 24 29 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.095840381219882739 -0.10121178992129343 0.080321714897664917 -0.10178799346166163 0.094086358079663382 0.0019326756898820155 0.0089991220632429595 -0.10270597904549804 0.044622583321083223 -0.024151109615691998 0.091525029967181967 -0.096489661917373584 0.07861898618719361 -0.068816518199069296 -0.10263308693707814 0.043524060192971371 0.057261303955984201 0.097168290524427478 0.096297738705029723 -0.1015783984728495 0.00031110673765880384 0.083007247082829083 -0.10025738681762977 -0.093331158278782689 0.063263758168768294 0.10053074212209248 -0.1008154151423873 -0.10081025819472574 0.068278760437942884 -0.015643325634507897 -0.034741669355276339
leaf_weight=0.064281518856346476 0.022043580474274904 0.095618737788284558 0.13254301289998693 0.024717674743442331 0.048437726572046258 1.2104570715146108 0.18966341207215009 0.070727992046157762 0.03376091779273338 0.13518169007670522 0.12941055896612852 0.051491946244595965 0.055317254908914038 0.20841172843551348 0.036367516760947183 0.03573936097927799 0.018418803963868413 0.033979073748923838 0.038605552079559402 53.326661384791301 0.26316394744208083 0.018270947252688075 0.13839981738848806 0.13393416380380074 0.04540429450571537 0.027029003994584855 0.036686227663736304 0.032860833562097014 0.62413411323359458 0.025423627790914338
leaf_count=17 38 20 24 5 36 43 68 19 45 22 28 10 49 120 6 82 3 3 36 2855 24 56 75 66 3 51 129 25 31 45
internal_value=-5.29862e-06 -0.0207931 -0.0747152 0.00202145 9.49087e-05 -0.00880808 -0.081419 0.000430668 0.0545213 0.000334003 -0.0296116 -0.0518385 0.00226108 0.00050249 0.0477452 0.000319798 -0.0428581 -0.0709487 -0.0311929 0.00060666 0.024521 -0.014357 -0.0624244 0.0233898 0.0399475 -0.0205778 -0.0374234 0.00805565 0.000615678 0.0402145
internal_weight=57.3071 0.274923 0.179304 0.0467613 57.0322 2.07269 0.238101 54.9595 0.0980424 54.8615 0.306948 0.23622 0.106809 54.5545 0.210155 54.3444 0.358667 0.267814 0.0749731 53.9857 0.659055 0.395891 0.174139 0.221752 0.0908521 0.0454478 0.087818 0.0511318 1.83459 0.0594027
internal_count=4034 87 67 43 3947 178 104 3769 62 3707 106 87 59 3601 64 3537 225 168 42 3312 457 433 157 276 57 54 210 81 74 48
is_linear=0
shrinkage=0.1


Tree=234
num_leaves=31
num_cat=0
split_feature=5 19 13 6 20 23 18 0 7 22 6 19 9 3 3 6 0 22 22 12 23 15 22 13 16 15 6 16 20 22
split_gain=0.0118102 0.0426071 0.0666398 0.0243126 0.0247359 0.0225028 0.0148412 0.042292 0.0232228 0.0698529 0.018449 0.0919035 0.160721 0.0753544 0.169583 0.17006 0.0844515 0.163691 0.0675463 0.063901 0.112241 0.094467 0.0861404 0.0628427 0.135291 0.113177 0.0642525 0.0483985 0.0475544 0.177475
threshold=13.154029769200003 12.250988447150002 98.255079293500017 9.6752260601000017 40.80591513400001 0.088075000000000028 16.587089536200001 98.911063077300014 27.167771904950005 -0.117885 14.845346859150002 12.951044929850001 195.10791980860003 85.63276837105002 86.272621406050021 15.155354102400002 90.297243227400017 -0.053159999999999992 -0.0019399999999999999 217.64277969395002 0.087555000000000022 25.020342488900003 -0.053159999999999992 114.13311301190002 20.894951138500005 33.423812040500003 15.815369523550002 20.664951676350004 37.828051409500013 -0.046635000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 10 -8 9 -9 19 12 -12 -13 -15 18 23 27 -16 -2 22 -22 -21 24 25 -17 -25 -18 29 -28
right_child=6 3 -4 -5 5 -7 7 8 -10 -11 11 13 -14 14 15 16 17 -19 -20 20 21 -23 -24 26 -26 -27 28 -29 -30 -31
leaf_value=-0.10010757784117363 -0.0017545908244067248 -0.10053259111489776 0.093912366995053342 -0.10046532539597396 -0.037069314601840646 0.056864817490037779 0.051154891034126272 0.046273381386709583 0.0092176279328730019 -0.10113462375933054 -0.043846822356605829 -0.040482456921595182 0.090360086332828937 0.062223314418148316 -0.10060547311851364 -0.069536624527380256 0.091024800264066022 -0.01413589163628523 -0.018780461262753477 -0.053297044107234771 0.035166316191232998 -0.10209402856522619 0.067225409147654833 0.028706806165641825 -0.10004973300863645 0.040518160914632652 0.090524873559037211 0.029689622294928344 -0.00062131206997567017 -0.0085171114805760884
leaf_weight=0.02112831729292608 20.295984938370569 0.019489202751856283 0.10918832947209012 0.027438939748208213 0.040703848527414266 0.068289662527604378 0.21629433419002353 0.056656957138102371 0.58517485339507402 0.074311324240511567 0.13041805071395529 0.44241943956148944 0.28256045755006198 0.44729833153542031 0.22509744406579557 0.14563971170093637 0.32846581263584085 0.46088544145459198 0.18282564447144878 0.10417863350107837 0.06240771425628111 0.2550864774020738 0.137667410964183 0.80136181446141819 0.19617030513472855 0.2607161239720881 0.26826570497541979 0.21148264326620847 30.135203288309185 0.55570746488229161
leaf_count=792 821 70 22 34 162 44 27 25 50 24 218 35 24 34 22 43 29 37 27 72 25 120 32 30 16 27 106 26 1016 24
internal_value=-7.58673e-06 0.020254 0.0624558 -0.0150175 0.0032309 0.0217849 -0.000109581 0.0124027 0.000698443 -0.0373658 -0.00031818 0.0010823 0.0479777 0.000523562 0.00105373 0.000243555 0.0010282 0.0296376 -0.0639326 -0.00267351 -0.0360171 -0.0751137 0.0153086 0.000143451 -0.0318498 0.00107404 0.000750392 0.0670015 2.67556e-05 0.0237286
internal_weight=57.1485 0.286238 0.130317 0.155922 0.128483 0.108994 56.8623 0.932437 0.716143 0.130968 55.9298 35.0745 0.412979 34.6615 34.2191 33.7718 33.3639 1.00083 0.407923 20.8553 0.55934 0.317494 0.241846 32.3631 0.602526 0.406356 31.7605 0.539948 30.9592 0.823973
internal_count=4034 1124 814 310 276 206 2910 126 99 49 2784 1714 242 1472 1437 1403 1354 92 49 1070 249 145 104 1262 86 70 1176 55 1146 130
is_linear=0
shrinkage=0.1


Tree=235
num_leaves=31
num_cat=0
split_feature=20 20 20 22 15 23 8 22 20 22 6 17 8 0 15 22 15 7 15 22 4 8 5 15 23 20 23 2 20 23
split_gain=0.0203449 0.039791 0.0265457 0.0766175 0.0285871 0.0541148 0.018925 0.0164275 0.0914256 0.0715351 0.056169 0.0578917 0.0507582 0.0441609 0.02896 0.0285104 0.0996869 0.0780194 0.0493233 0.0729212 0.0473486 0.0429923 0.0269531 0.0257308 0.0170234 0.0270742 0.0229117 0.0906996 0.0985329 0.0678772
threshold=32.051492741500006 30.317390213800007 34.654301448200009 0.17076500000000003 31.025894238900005 0.097970000000000015 8.2435668022500028 -0.50001499999999999 39.577821550850011 -0.58559499999999998 13.835323260100003 197.01076493205002 8.7431769115000026 97.991610396700011 19.662799495750004 -0.16276499999999997 37.491361913600009 23.397000037200005 30.807603489900004 -0.23783499999999999 377.6847677435 8.1436447804000007 14.438098050150002 26.583493790300004 0.41214500000000009 40.377444152000002 0.10249000000000003 88.501682544250016 38.625745710700009 0.096315000000000026
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -1 8 14 10 11 -10 -11 -13 22 16 17 18 19 -9 23 -19 -4 -21 26 -26 29 28 -28 -17
right_child=2 -3 7 -5 -6 -7 -8 15 9 12 -12 13 -14 -15 -16 24 -18 21 -20 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.10004380017893189 -0.10086380436211223 -0.10252036375101437 0.092446675663670291 -0.044512585991970298 0.090322808402273955 0.065636717764609276 0.10030558629926006 -0.10046671735984283 0.081691891002796252 -0.090091351095604941 -0.0038650873981185691 0.10052155369418803 0.04509130050126027 -0.1012732185213235 -0.10133788005069866 -0.00079463868401037771 0.069072071163621157 0.020444082444408703 0.09951169556991657 0.076505903830663913 -0.10027428274651073 -0.10262844960132456 -0.10073344045081395 -0.036243468137742645 -0.0053292111678954123 0.01457010331886326 0.00030417016314776302 -0.0028878936595748074 -0.10313861104524194 0.012772396250023613
leaf_weight=0.0062620432726053768 0.027153441941023426 0.0509710172346729 0.016595620413226153 0.10039457960579057 0.13286950602196157 0.069438625867860537 0.019081082893535495 0.055110498229353766 0.16966725916881831 0.13178408278744758 0.74280221394292312 0.015608537942171097 0.035193194176827092 0.035532316793364771 0.1327929897439617 36.715008879510549 0.26064731566293631 0.03889960780362145 0.062622626035590656 0.10984801729813298 0.022740366641698984 0.1049938728028792 0.012787609666702338 0.024812692628984223 1.0776130142694449 1.8705337982828494 0.177551632077665 10.44624612165539 0.1912937360793876 4.0994374440526249
leaf_count=119 74 60 42 24 21 23 3 132 32 97 26 1 32 75 49 2325 34 68 18 106 47 18 7 13 24 35 16 287 25 201
internal_value=-5.77032e-06 -0.0516039 6.34573e-05 0.0283495 0.0602283 0.018831 0.0508012 -0.000101535 -0.0112446 -0.00117261 0.00929833 0.0535803 -0.0615994 -0.0396841 -0.0814601 0.000159161 0.0205138 -0.00969084 0.0215145 -0.00146967 0.033192 -0.0693575 0.00837451 0.0557306 -9.43224e-05 0.00729646 -0.000516351 -0.00460869 -0.0533442 0.000568046
internal_weight=56.9563 0.0763141 56.88 0.329856 0.229462 0.0965921 0.0253431 56.5501 1.29276 1.13059 0.96361 0.220808 0.166977 0.0511409 0.162176 55.2574 0.679675 0.419028 0.275134 0.212512 0.157401 0.143893 0.0293832 0.134661 54.5777 2.94815 51.6295 10.8151 0.368845 40.8144
internal_count=4034 182 3852 142 118 97 122 3710 361 263 134 108 129 76 98 3349 436 402 316 298 166 86 49 119 2913 59 2854 328 41 2526
is_linear=0
shrinkage=0.1


Tree=236
num_leaves=31
num_cat=0
split_feature=8 22 7 22 23 19 3 19 22 16 18 6 13 5 20 20 17 2 21 16 6 18 20 9 12 7 9 22 15 10
split_gain=0.0123422 0.0506417 0.061296 0.0501764 0.0497611 0.0330226 0.0841642 0.0160296 0.0613847 0.106808 0.149528 0.0982967 0.268144 0.0759621 0.107363 0.0669465 0.0686563 0.193974 0.05352 0.0517449 0.0584626 0.0982681 0.104406 0.265956 0.05427 0.0498408 0.0481201 0.0400356 0.23678 0.039362
threshold=8.8430989333000021 -0.010319999999999999 22.589037079550003 -0.13734499999999997 0.09450500000000002 14.351157895250003 93.023339771650015 14.351157895250003 -0.078649999999999984 22.554947256700004 13.793345552600002 16.385382841850003 117.38883580790001 20.603398083600002 43.680097826700013 42.283941020600004 196.16836764490003 219.24808729375005 5.4349223666500004 22.594947163200004 16.465384711100004 13.065205089100003 40.467253020850002 205.22231928645002 198.57093999515004 23.626037400350004 191.98656730705002 -0.11572 34.139075990150012 66.590419433100024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -3 -4 -7 19 11 10 -10 12 25 14 -11 16 26 -18 27 29 24 -22 -23 -24 -21 -9 -15 -13 -29 -1
right_child=1 4 5 -5 -6 6 -8 8 9 13 -12 18 -14 15 -16 -17 17 -19 -20 20 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0069304989021733406 -0.0063546088858382425 -0.10119626807646141 -0.0021969782094551564 0.081073694302496488 0.0073250937149653738 0.021196220996386201 -0.097381815183991666 0.021734113147640226 0.10045284843630914 0.075007981858738804 -0.018430977182799044 -0.0014566442148229615 -0.10760608975584698 0.014356466741691215 0.0043444306099850337 -0.022802224142756372 0.096431930124330767 0.0027994658836346595 0.00635295373160716 -0.0095274835806018823 -0.0048254901797555967 -0.0011085042483509825 -0.10781043392487802 -0.0036306174378611098 0.016519874508666165 -0.020532315642261934 -0.0054429134663669604 0.0073488830785808333 -0.10408855414271412 -0.0013246036787380178
leaf_weight=7.9150372710698838 0.12299969682499068 0.10917078867077989 0.58861888573301258 0.1407742906885685 0.068932738198782317 0.10567807452753186 0.13805214043532033 0.45250606560148543 0.28350875977775913 0.3692036820575576 0.16878321021795273 1.5277132088958754 0.31942107958911936 1.9214930252455813 0.51483210921287537 0.89485747001253901 0.30830263311509021 0.78361593058798462 6.1754799227319381 1.8562772319637582 2.7555694311640764 0.53788213629741199 0.49213539608717838 0.4880535751581192 1.4055744382603732 0.72759199456777424 3.3986702377442271 0.59662839164957215 0.28022370332655555 21.3736957471538
leaf_count=718 36 41 24 32 22 12 34 27 62 45 24 24 55 43 2 54 20 38 114 28 34 12 39 2 41 32 36 8 57 2318
internal_value=-7.05053e-06 -0.00973786 -0.00170191 0.0403053 -0.0591944 -0.0150141 -0.045968 0.00021617 0.00259856 0.00878194 0.0560886 -0.00270372 -0.0263258 0.00616975 0.033856 0.00282011 0.00639591 0.0292365 0.00142466 -0.000995126 -0.00838541 -0.0160805 -0.0365105 -0.0559374 0.00169666 -0.00432534 0.00170806 -0.0112323 -0.0282642 0.000906269
internal_weight=56.8213 1.27423 1.09612 0.263774 0.178104 0.832349 0.24373 55.5471 18.7228 8.64327 0.452292 10.0796 1.49952 8.19098 0.884036 7.30694 6.41208 1.09192 8.58005 36.8242 7.53549 4.27364 1.51807 0.980189 3.26185 1.1801 5.32016 2.40457 0.876852 29.2887
internal_count=4034 201 138 68 63 70 46 3833 641 324 86 317 114 238 47 191 137 58 203 3192 156 87 53 41 69 59 79 89 65 3036
is_linear=0
shrinkage=0.1


Tree=237
num_leaves=31
num_cat=0
split_feature=2 12 9 18 8 22 22 8 14 22 2 8 22 4 18 14 5 7 18 6 20 18 15 22 16 5 22 15 2 9
split_gain=0.0122381 0.0442089 0.045654 0.120989 0.0169088 0.0667794 0.0621019 0.0526723 0.0252056 0.0180327 0.255229 0.196538 0.180704 0.111256 0.125653 0.0760211 0.229624 0.0639646 0.0764127 0.0568892 0.248017 0.180816 0.151422 0.105605 0.103037 0.0655276 0.0438541 0.0432548 0.0605908 0.148311
threshold=49.864842700850012 82.696898122450008 212.35746315350005 13.552878921100001 8.9430209551500024 -0.08786999999999999 -0.122095 9.6424751081000029 156.61564208075004 -0.06483499999999999 71.340832650850004 8.7431769115000026 -0.054619999999999995 202.67232305910002 13.843998451900001 170.13250779355005 20.374719724350005 26.157592435900003 17.323446153950005 16.445384243750002 41.289992964000007 13.091807150500001 40.682889193900003 -0.032369999999999996 22.554947256700004 21.723721974650005 -0.16276499999999997 42.493282152450007 188.47750099235003 195.41812862360004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 6 -6 -7 -3 10 -10 12 13 -11 -15 16 -12 27 26 22 -21 23 25 -22 -24 -14 -19 28 -17 -30
right_child=1 4 -4 -5 5 7 -8 -9 9 11 15 -13 19 14 -16 17 -18 18 -20 20 21 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.011908586871818753 -0.0088524460202459212 0.034491262669260087 0.0045585887709693367 -0.094783666112546308 -0.040988588545782578 -0.08590561261612388 0.073460536197513512 0.022574872461053403 -0.091430221310082535 -0.014473581532333218 0.094338240210450716 0.076909163009241943 0.0018880596205266096 0.095671905701787727 0.017102284735065667 -0.00025594789814486932 0.001258574091501955 0.013635814092749715 0.022345193384171819 -0.0024424524230197611 -0.10396986114456133 -0.10674563168795409 -0.0022655312917764276 0.087653207477390957 0.090150379528013871 -0.027765912139723237 -0.10138679296529773 -0.008782378618527582 -0.054359893345792699 0.041243275829054585
leaf_weight=0.84862448640546873 0.5807857770796534 0.2160937701075899 0.5349079770167009 0.22824012576927544 0.084113030563457869 0.16534102105629145 0.10865605610888451 0.061372901849608752 0.31108290122483495 0.27190030831843859 0.33579957293659646 0.34857903243755473 14.927627145241681 0.44034630301393918 0.37850738515703597 21.722551225966793 1.2577278085094858 0.040791007404948232 0.11026764189148963 4.7145438883399029 0.041973656906520662 0.40956753096179455 0.19294577419350467 0.091358476208142747 0.3219416815918521 0.78432792325914213 0.1768817695652406 5.784338189524532 0.19826489251025126 0.89369341277779313
leaf_count=45 26 25 11 49 32 52 24 35 76 20 31 31 803 23 39 1084 78 45 375 92 4 40 15 109 44 47 183 210 244 142
internal_value=-9.83253e-06 -0.000191305 -0.0181083 -0.0330951 0.000251406 -0.0197481 0.0235217 -0.0565393 0.000406849 0.00026983 -0.00130947 0.00239393 0.00124335 0.0409503 0.0593538 -0.000390904 0.020873 -0.0015623 -0.0454757 -0.000772565 -0.00981289 -0.0738178 0.00215647 0.0273293 0.055519 0.000407758 -0.079832 -0.00105875 0.000899487 0.0238848
internal_weight=56.5832 55.7345 1.34393 0.809026 54.3906 0.419483 0.192769 0.226714 53.9711 53.755 30.8314 22.9236 22.575 1.09075 0.818854 30.5203 1.59353 28.9268 0.32794 21.4843 5.25744 0.5429 16.2268 0.133332 0.514887 15.712 0.217673 28.5988 22.8145 1.09196
internal_count=4034 3989 86 75 3903 143 56 87 3760 3735 2468 1267 1236 82 62 2392 109 2283 603 1154 245 153 909 113 59 850 228 1680 1470 386
is_linear=0
shrinkage=0.1


Tree=238
num_leaves=31
num_cat=0
split_feature=9 22 15 20 15 5 16 13 22 17 7 18 16 0 3 21 17 20 23 18 18 7 22 6 15 18 22 23 20 6
split_gain=0.0122088 0.0424054 0.0509357 0.0380991 0.034633 0.0133235 0.0364806 0.0570747 0.0254271 0.0330136 0.0205874 0.0133386 0.0643755 0.156342 0.1513 0.235649 0.140748 0.104928 0.0683886 0.0615 0.0634366 0.222726 0.0883505 0.0583177 0.0574113 0.0539043 0.0760602 0.208135 0.041134 0.0590859
threshold=223.29399794390005 -0.0019399999999999999 37.050691080100002 41.741384785950011 24.719476717350002 13.154029769200003 14.764965473100002 98.255079293500017 -0.16276499999999997 241.79519611995002 29.575580426850003 14.420596409350003 19.199955102150003 94.047642319350018 83.538459487450012 0.66785492670000013 202.84545261905001 40.467253020850002 0.091375000000000026 14.349498564250002 14.254777969200001 23.699538637550003 -0.097799999999999984 15.945372561050002 30.404760455250003 14.118140587000001 -0.044409999999999998 0.088220000000000021 40.844669808050007 14.005327232250002
decision_type=2 2 2 2 2 2 2 2 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 10 -8 -10 -1 19 13 18 28 -16 -14 -18 24 20 25 -22 -23 -19 -13 -7 27 -27 29 -15
right_child=1 -3 -4 -5 -6 11 8 -9 9 -11 -12 12 16 14 15 -17 17 23 -20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.10015601210928769 -0.050019215976180434 -0.065590186556934535 0.095234906171846628 -0.068599082233631412 0.071607291898322156 0.00018563893009490909 0.03719397010672737 0.098053905455285362 -0.10035200335737222 0.070302814826994686 0.08500993886657443 0.062594456732882872 -0.10349380417728667 -0.018581467966607503 0.015422826888915997 -0.10253486486462667 0.050905732667802163 -0.095300721972575997 0.091595655462165471 0.021762974754952188 0.013378627761422283 0.0051789442518323861 -0.1075047937066201 -0.0058633146603602766 -0.041902125750384794 -0.086021770982966206 0.062528061317075015 0.060285579073948117 0.0047065906804777385 -5.883798042117394e-05
leaf_weight=0.024631687100096111 0.033364323327589318 0.048713656970220565 0.093069547117920592 0.051526172954254434 0.078483973076799884 35.670339557402258 0.046411969551058974 0.09660352176433662 0.048311013618643983 0.014811267494224012 0.0079401335636077874 0.11377227385071975 0.19853409694041957 2.4816631247058414 0.3102316631020593 0.37297211958616572 0.20574188354657963 0.12135719857178628 0.24952309102809522 1.3516735353223328 0.61177918617690241 0.08949728193692863 0.31266076446627267 0.18260828108759597 0.097748403670266271 0.16943393205468738 0.33673236740287293 0.22817441628649249 7.0745914091443334 5.6273313664714806
leaf_count=584 44 33 26 58 25 1680 46 19 182 4 197 24 24 239 26 160 27 19 24 53 16 59 33 31 18 21 23 25 251 63
internal_value=-7.79533e-06 0.01994 0.0361872 0.00254948 0.0353261 -0.000116408 0.0234584 0.0594566 -0.0189949 -0.0603089 -0.0550175 -0.000217249 -0.00254951 -0.00126924 -0.00293726 -0.0489722 -0.0320649 -0.00424298 0.0561354 0.000807572 5.06e-05 -0.0246211 -0.0824279 -0.0415709 0.0143043 0.000737753 0.0275565 -0.00206077 -0.000865859 -0.00572747
internal_weight=56.3502 0.305158 0.256444 0.163374 0.111848 56.0451 0.23871 0.129175 0.109534 0.0631223 0.0325718 55.8064 17.0361 16.3278 15.8668 0.683204 0.708241 0.509707 0.461044 38.7703 37.4186 1.01394 0.402158 0.303965 0.211521 36.4047 0.734341 0.397608 15.1836 8.10899
internal_count=4034 186 153 127 69 3848 1032 800 232 186 781 2816 906 805 739 186 101 77 66 1910 1857 108 92 50 42 1749 69 46 553 302
is_linear=0
shrinkage=0.1


Tree=239
num_leaves=31
num_cat=0
split_feature=18 3 3 3 4 16 19 17 20 6 6 13 16 20 0 22 10 21 0 20 7 23 15 16 19 10 5 20 0 12
split_gain=0.0112733 0.0433601 0.0495169 0.0601747 0.063892 0.0298295 0.0227898 0.0281639 0.0174526 0.0145678 0.126907 0.149695 0.106341 0.283031 0.124647 0.124619 0.103716 0.198944 0.190567 0.127778 0.102936 0.0986085 0.09204 0.253862 0.0735443 0.0612645 0.159952 0.117992 0.0658964 0.0584265
threshold=16.587089536200001 81.93344998355002 81.589327342850012 80.63761316465002 252.13038187165003 17.809958352600002 11.750948102400001 236.15709471040003 42.198888176300009 14.745344522600002 14.545339849550002 109.96062599345002 19.199955102150003 41.385032804600009 92.313586825200005 -0.14259499999999997 66.590419433100024 1.0000000180025095e-35 90.297243227400017 36.364346611650006 23.974509389900003 0.11082500000000002 29.329759478700002 18.684956306450005 13.051052998800001 64.407391431150018 20.120233242600005 36.79544512155001 88.606203063300015 105.35624869990001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 -2 6 8 -8 -6 10 -1 -12 13 14 24 -15 18 -18 25 -19 -20 -21 -16 -24 -11 26 -14 -27 -28 -29
right_child=1 -3 -4 -5 5 -7 7 -9 -10 12 11 -13 16 15 22 -17 17 19 20 21 -22 -23 23 -25 -26 27 28 29 -30 -31
leaf_value=-0.0013427507901643352 -0.10089924930965713 0.08140662668656018 -0.10183805825993533 0.087813083420327689 0.0065872167886007367 0.095315172025263933 -0.10047117923617424 0.019723758563319378 0.083836593224701023 -0.10102560626163271 -0.10227443251111257 0.056350302366308926 0.07596626058211392 0.045766469227093015 0.087466978030546608 -0.10416528900622274 0.011994072401610991 0.016760635525714534 0.019542313170298892 -0.10340012006153752 0.10054884281341858 -0.012758631794483978 -0.058887327082739006 0.09981175377430164 0.056845533223957335 0.0009771809822229575 -0.00057365445600444248 -0.024113104172311529 0.028458686851876604 -0.098783229175972931
leaf_weight=19.321309689817536 0.057377199666101886 0.079394276986477053 0.041886232829710934 0.088183579006454238 0.59078092138813432 0.0376875363531326 0.043545052727324673 0.035297291214874349 0.030769513971286244 0.08023086458976425 0.24805149472081112 0.078263837844133377 0.28115722420625999 0.07671821675000956 0.59011598704819335 0.19984639455708464 0.74168407090473809 0.17176099773496389 0.35543429851531883 0.47422683205513749 0.28078392153838649 0.16069100983440876 0.18943610558926594 0.21542059106286615 0.046674865285012856 0.77673182962462195 29.616016635535974 0.19281274359673262 0.80300151853589241 0.22953726362902671
leaf_count=1169 184 19 9 8 283 18 102 61 178 157 204 6 26 68 33 154 18 13 19 72 31 13 39 11 80 26 959 21 30 23
internal_value=-1.13654e-05 0.0104849 0.00440108 0.00943702 0.000748328 0.00865025 0.00398689 -0.0466606 0.0104114 -0.000202695 -0.0023872 -0.0642297 0.00100693 0.0280338 0.0503706 -0.0625747 -0.000101967 -0.0253885 0.00110142 -0.0597592 0.0552931 -0.0804597 0.0622749 0.025555 -0.0429619 2.05877e-05 0.000886688 -0.0221542 0.000192742 -0.0646946
internal_weight=56.1348 1.00492 0.925527 0.883641 0.795458 0.73808 0.700393 0.0788423 0.62155 55.1299 19.6476 0.326315 35.4823 1.39844 1.12188 0.276565 34.0838 1.54836 32.5355 0.806679 0.636218 0.634918 0.994973 0.404857 0.126906 31.8993 30.7002 1.19908 30.419 0.42235
internal_count=4034 862 843 834 826 642 624 163 461 3172 1379 210 1793 542 320 222 1251 116 1135 98 50 85 83 50 237 1085 1015 70 989 44
is_linear=0
shrinkage=0.1


Tree=240
num_leaves=31
num_cat=0
split_feature=22 22 6 0 19 9 22 20 10 17 3 20 15 18 18 2 22 8 20 20 19 0 0 21 23 17 3 7 6 21
split_gain=0.0114328 0.0823086 0.0488892 0.0681567 0.0703317 0.0325566 0.0213406 0.0943557 0.0904224 0.086347 0.0814477 0.0522035 0.0477883 0.0280855 0.0241727 0.0219722 0.0177679 0.0158537 0.0144461 0.0483223 0.0490839 0.0923794 0.0949237 0.0548038 0.112639 0.0726233 0.0806827 0.0443358 0.102017 0.0728247
threshold=-0.50001499999999999 -0.58559499999999998 13.835323260100003 98.142164052000012 11.750948102400001 214.31567825310003 -0.16276499999999997 39.337369931850013 62.020040611300011 189.19102531915004 85.401560971850017 48.226196960950006 31.756370566200005 13.712081531300003 17.323446153950005 253.13454704850002 -0.60611000000000004 2.1483234697000007 39.011793722550003 38.748048509250005 14.351157895250003 85.425757095000009 89.168090812600013 3.3753071955500005 0.075810000000000016 193.70011821090003 86.272621406050021 22.105125139000005 16.605387982250004 9.6671863198000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 17 7 9 11 12 13 -9 14 -10 -2 -13 -5 -3 19 20 23 -22 -23 -8 -25 -26 -27 28 -20 -30
right_child=6 5 -4 4 -6 -7 18 8 10 -11 -12 15 -14 -15 -16 -17 -18 -19 27 -21 21 22 -24 24 25 26 -28 -29 29 -31
leaf_value=0.08319295419218542 -0.10038914965042751 -0.00022734086503902823 -0.010895248220621786 -0.017906757144612335 -0.10099581565627279 0.012769221227218949 0.0011515823483228456 -0.10054353221910378 0.095213879057266651 -0.10217163706534294 0.094769246350519643 0.07627544847165732 0.096044064660620695 -0.10067360660348862 0.10009386774934642 -0.022597922021547718 0.096318852584783551 -0.10191430224134634 -0.10250222194874137 0.027179728201789672 0.0018855478610366192 0.092993680627207018 0.0097456803490520941 -0.089268345280952524 0.009159971435688306 -0.10118598873306778 0.042292768881545116 -0.00048692824780696378 0.060452301666961965 -0.1014367448732398
leaf_weight=0.14949580322445377 0.027249354520633484 0.017282755247868375 0.80086786192259751 0.021072944301380292 0.054896399214243274 0.038188144224477583 4.9956643435089667 0.053282473654007845 0.0094862919974048054 0.10367594497870414 0.26307488046023764 0.042765924124978483 0.050337247062998358 0.032040973415647045 0.0077173504757297442 0.047372511450248567 0.038493172952030474 0.13583823690839836 0.13604055965360728 0.79644508776073131 1.4981897189572921 0.26428455091081549 0.2843300742097199 0.21131801543040729 0.62647059058966192 0.13945828762490464 0.054512659087777138 44.831427412670877 0.10654655086625553 0.03759073160040316
leaf_count=21 122 20 50 48 75 29 441 133 20 40 63 11 13 73 7 41 29 132 84 46 27 30 18 43 48 68 7 2113 141 41
internal_value=-1.15547e-05 -0.00944393 0.00140615 0.0387295 -0.0193429 -0.0698354 0.000205371 0.0184018 0.0433978 -0.0408574 0.0742245 -0.0220731 0.0336621 -0.055926 -0.0561414 0.0243123 0.0559088 -0.0904369 -9.35055e-06 0.00367971 0.00136166 0.0147414 0.0498488 -0.00318185 -0.0241639 -0.00739514 -0.0608634 -0.000734761 -0.0403906 0.0182319
internal_weight=55.8754 1.25614 1.06483 0.263958 0.114463 0.191309 54.6193 0.637003 0.448023 0.18898 0.304602 0.143421 0.085304 0.0415273 0.0349667 0.0901384 0.0595661 0.153121 53.9823 8.87067 8.07423 2.0468 0.548615 6.02742 1.03176 0.820442 0.193971 45.1116 0.280178 0.144137
internal_count=4034 404 223 173 152 181 3630 523 341 182 156 185 142 93 129 52 77 152 3107 728 682 75 48 607 166 123 75 2379 266 182
is_linear=0
shrinkage=0.1


Tree=241
num_leaves=31
num_cat=0
split_feature=8 22 23 20 23 6 19 18 16 23 21 16 0 22 5 5 3 13 18 2 22 2 13 22 15 3 17 10 6 13
split_gain=0.0136146 0.0440156 0.047723 0.0616089 0.0386108 0.0291481 0.0136373 0.0575442 0.189323 0.110412 0.0506105 0.136861 0.128673 0.0501092 0.0554119 0.0972215 0.0518482 0.119718 0.0769936 0.0509401 0.0701966 0.132512 0.0587184 0.043569 0.0894677 0.1645 0.0419207 0.0377366 0.0564755 0.0264441
threshold=8.8430989333000021 -0.010319999999999999 0.10249000000000003 39.952536079750011 0.09450500000000002 18.080422446150003 14.351157895250003 13.893471991850001 22.604947139800004 0.10040500000000002 16.172025809700003 22.604947139800004 87.48511602295001 -0.084275000000000003 20.603398083600002 19.327153142150006 93.281431752200021 117.55283175385001 13.314799198000001 106.79778736115001 -0.102645 104.38256328765002 117.46680109370001 -0.037054999999999998 42.493282152450007 93.023339771650015 203.72643944000004 61.977025281250008 16.565387047600002 117.46680109370001
decision_type=2 2 2 2 2 2 2 2 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 10 13 9 -9 29 12 -12 19 15 -15 18 -18 -16 20 21 -8 -21 24 25 -20 -14 28 -19 -1
right_child=1 4 5 -5 -6 -7 7 8 -10 -11 11 -13 26 14 16 -17 17 27 23 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011498155548828877 0.057417233253722694 -0.10101076238780203 -0.10118637085177418 -0.0077805374524658926 0.0011007985005527738 -0.012971604556650189 0.067006467650783941 -0.088094804716976921 0.041124007355640924 0.019354983656928934 0.096267429111935907 -0.10470252167091013 -0.10172055456413985 0.0038980303044752517 0.040478352874976711 0.070947433736983923 -0.037093040508156143 -0.023231278220425727 0.10099348180803809 -0.032563413952123622 -0.0030450080945851497 -0.0072998187849484426 -0.0036206962825181808 -0.0023197874938757786 -0.00023658941597728321 0.0091328139936609487 0.082702711741251281 0.018615796309664485 0.012056243008220405 -0.0049191324692811509
leaf_weight=25.82367925560618 0.1826784521799707 0.093048945743702371 0.072009532343145111 0.70152307811304127 0.061508995484473417 0.078060805767563579 0.4836479552323002 0.37632714054416183 0.28538199979811907 0.12821486126631498 0.1014759574782137 0.16598531743511558 0.071349079520146574 0.51328099519014436 0.83356015710159947 0.37371244537644088 0.80150468248029927 0.80109310508032683 0.30773657257668663 0.8526300301455193 1.8988802140229424 0.47639051824808121 3.9406495412504228 2.2428760249167681 1.1371765445219351 0.53185975551605225 0.014899038059837721 1.3778501983379099 1.0453981523169202 9.944444802034921
leaf_count=2779 34 41 22 63 22 19 38 82 48 22 21 9 103 2 19 42 34 39 58 30 44 2 83 21 18 2 30 31 26 250
internal_value=-1.16107e-05 -0.0105983 -0.00315999 0.0056895 -0.0603737 -0.0553004 0.000219193 0.00243446 -0.0239704 -0.0607895 -0.000909735 -0.0385507 0.0199407 0.00361833 0.00829148 0.0321476 0.00596081 -0.00250564 0.012706 -0.00246786 0.00809672 0.0301342 -0.00876904 0.00721973 0.0180434 0.0428024 -0.0698621 0.00609208 -0.00325311 -0.000537506
internal_weight=55.7188 1.18883 1.03427 0.884202 0.154558 0.15007 54.53 18.4082 0.789924 0.504542 36.1218 0.353709 0.187724 17.6182 9.96605 0.886993 9.07906 4.02585 5.05321 7.6522 2.85892 0.960038 4.79328 4.21965 1.97677 0.839596 0.0862481 3.22434 1.84649 35.7681
internal_count=4034 201 138 97 63 41 3833 641 152 104 3192 163 154 489 292 44 248 130 118 197 84 40 113 99 78 60 133 96 65 3029
is_linear=0
shrinkage=0.1


Tree=242
num_leaves=31
num_cat=0
split_feature=8 22 23 20 23 6 22 4 14 16 12 21 17 15 22 0 6 2 23 22 23 8 18 20 21 16 16 23 15 15
split_gain=0.0113341 0.0386432 0.040817 0.0515912 0.0369236 0.0283721 0.0129986 0.0722068 0.0581297 0.0462144 0.0856823 0.0985318 0.0447291 0.131286 0.103769 0.0591193 0.126225 0.0538228 0.0411642 0.119172 0.0769179 0.147227 0.054708 0.110912 0.126063 0.110611 0.11016 0.0542987 0.0489228 0.0373293
threshold=8.8430989333000021 -0.010319999999999999 0.10249000000000003 39.952536079750011 0.09450500000000002 18.080422446150003 -0.037054999999999998 159.10550013555002 162.62753922915002 22.654947022900004 182.87454670205003 6.9459996152000008 204.49254535040004 32.548041893900006 -0.092990000000000003 91.066142252700018 14.415336812050002 315.94243452415003 0.096315000000000026 0.15844000000000005 0.10220000000000003 8.0437227585500022 15.343833331950004 41.481306584950012 11.628334000150002 19.644954061550003 22.554947256700004 0.072205000000000033 27.689912074550005 23.908355817750003
decision_type=2 2 2 2 2 2 2 2 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 12 -8 -9 18 -11 -12 -1 15 -15 -14 29 -16 19 22 21 -20 23 25 -25 28 -26 -21 -10 -17
right_child=1 4 5 -5 -6 -7 7 8 9 10 11 -13 13 14 17 16 -18 -19 20 27 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=6.4640489457769472e-05 0.053412278787865641 -0.10091438532326757 -0.10107322053595574 -0.0069775296968623687 0.00099074395939700876 -0.011690772525351244 0.048385383971112833 -0.056833705157802422 -0.023954177496743147 0.0010662938636171527 0.092784742737308037 -0.0066092442137666661 0.086876538473501325 0.016308108564326112 -0.10756711097224872 -0.056177036622924018 -0.10112033323232966 -0.013348794606390435 0.0021381786717565437 0.054947948948848337 0.0024007653842685658 0.085541121423911778 0.0037998960732023822 -0.10253361683086411 0.098515301512418108 0.0078709285200520233 -0.065822407574859632 -0.086364294185780288 -0.086875231271254794 0.0051093279293492029
leaf_weight=34.522864383122219 0.17704627675993811 0.084270484975603632 0.065226151717070024 0.70389969510938499 0.061507451553552528 0.077957624394002778 0.33565531088378975 0.16884520297617456 0.45828210015361115 0.77138159796595462 0.27484739106148481 0.15654368512332439 0.071665301257780256 0.13088867028272944 0.2856172633000823 0.10580528047360349 0.12900410981092125 0.076970557463937439 0.55735068520016184 0.030773787046059264 5.8904959710905302 0.34123866725349217 5.8229456830338151 0.26547851096586317 0.07477644857445398 1.7904376243241129 0.089744429322308861 0.23357530526878634 0.16919323399633868 1.6379022838798389
leaf_count=2165 34 41 22 63 22 19 37 19 50 20 41 10 10 37 64 284 34 33 31 63 142 23 296 177 33 33 10 121 38 62
internal_value=-7.61774e-06 -0.00974624 -0.00288932 0.00515919 -0.057918 -0.0524082 0.000201847 0.00245288 0.00155105 0.00213343 0.021026 0.0567165 -0.000859792 -0.0139508 -0.0600149 -0.00225993 -0.00567102 -0.0875663 0.000688312 -0.00377161 0.00655808 0.0338104 -0.00175513 -0.0131132 -0.0599095 -0.00479094 0.00887079 -0.0699136 -0.0409203 0.00139057
internal_weight=55.5622 1.16991 1.02413 0.880946 0.145778 0.143184 54.3923 17.4316 17.0959 16.9271 1.20277 0.431391 36.9607 2.43785 0.493476 1.94438 1.87271 0.362588 15.7243 8.93521 6.78909 0.898589 8.67086 2.84791 0.429999 2.41791 0.164521 0.264349 0.627475 1.74371
internal_count=4034 201 138 97 63 41 3833 1144 1107 1088 71 51 2689 524 134 390 380 97 1017 821 196 54 637 341 220 121 43 184 88 346
is_linear=0
shrinkage=0.1


Tree=243
num_leaves=31
num_cat=0
split_feature=9 22 10 20 15 5 16 13 22 17 7 18 0 6 16 20 0 22 15 16 10 3 5 5 6 13 22 19 10 8
split_gain=0.0128143 0.0354427 0.0447742 0.0449315 0.0256941 0.013489 0.0321878 0.0474782 0.0208515 0.0276056 0.0194064 0.0141039 0.0417523 0.0171575 0.0992038 0.235935 0.124124 0.111209 0.0787802 0.220346 0.0748119 0.164626 0.160447 0.101635 0.0659222 0.166422 0.0597247 0.0581578 0.0422171 0.100028
threshold=223.29399794390005 -0.0019399999999999999 67.300172379550006 41.741384785950011 24.719476717350002 13.154029769200003 14.764965473100002 98.255079293500017 -0.16276499999999997 241.79519611995002 29.575580426850003 16.587089536200001 98.911063077300014 14.745344522600002 19.199955102150003 41.385032804600009 92.313586825200005 -0.14259499999999997 29.329759478700002 18.684956306450005 66.590419433100024 89.256809930900019 18.160071980500003 19.925387549600003 14.515339148550002 109.96062599345002 -0.056724999999999998 13.051052998800001 64.407391431150018 8.543332867800002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 6 7 10 -8 -10 -1 13 -13 24 15 16 27 -17 -18 -20 21 26 -22 -24 -7 -26 -16 -15 -23 -30
right_child=1 -3 3 -5 -6 11 8 -9 9 -11 -12 12 -14 14 20 17 18 -19 19 -21 22 28 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.10013453031558946 0.09050118893408865 -0.063712077329802594 -0.044610288374384868 -0.10043882437137515 0.064563899986677095 -0.0016092669539996243 0.034655026752965987 0.09765318739245768 -0.10029002642138021 0.06442154257629544 0.084255555716609074 0.054744675536424647 0.0006582114183485378 -0.10405319152858682 0.090040099300577742 0.044155684234034015 0.085582068177359971 -0.10394305252431524 -0.053797008097144855 0.099480367511207854 0.0027657016759834105 0.00070424013864180254 -0.10264674960123132 -0.01334690844340347 -0.10180588399113544 -0.00087966240854152908 0.021367836810620915 0.050348414798871588 -0.0010004857993722825 -0.065737078837285176
leaf_weight=0.021111036727773036 0.093020815023919567 0.041287473433839206 0.030358206436403634 0.03330179046770354 0.074359861435368657 18.492734548910281 0.04275191249485033 0.086713557497205329 0.040415152748465744 0.013599193887785077 0.0078228771291009025 0.18406030484766134 0.63555829712777268 0.071931824298671954 0.26617808605078608 0.071974064937762705 0.54359725156245986 0.17156538999597604 0.18006731280183885 0.19573920615948737 0.9265109080588434 30.324843757074181 0.31313620378205087 0.21493171388283372 0.23415566904429752 0.54054860887117684 0.24159554857760568 0.036914524603957943 0.89500229444820323 0.32548709539696574
leaf_count=584 25 33 44 57 27 740 46 19 182 4 197 21 69 154 29 68 32 151 39 11 35 993 49 29 222 6 16 78 41 33
internal_value=-1.086e-05 0.0216278 0.0368783 0.000738166 0.0329138 -0.000117849 0.0250334 0.0606415 -0.0175225 -0.0588206 -0.0502809 -0.000215221 0.0128043 -0.000412661 0.000913487 0.0283272 0.0492887 -0.0601749 0.0612433 0.0260377 -0.000127004 0.000879573 -0.0223079 -0.0663003 -0.00280648 -0.0313848 0.0573663 -0.0516889 -2.96727e-05 -0.0182648
internal_weight=55.3513 0.272328 0.231041 0.13802 0.104718 55.0789 0.212414 0.115647 0.0967663 0.0540143 0.0289339 54.8665 0.819619 54.0469 34.7795 1.27179 1.02825 0.243539 0.919404 0.375807 33.5077 32.0531 1.45458 0.528068 19.2674 0.774704 0.507774 0.108846 31.5453 1.22049
internal_count=4034 186 153 128 71 3848 1032 800 232 186 781 2816 90 2726 1758 533 314 219 82 50 1225 1112 113 78 968 228 45 232 1067 74
is_linear=0
shrinkage=0.1


Tree=244
num_leaves=31
num_cat=0
split_feature=22 22 6 2 0 0 19 17 22 15 7 15 22 7 4 15 9 12 17 20 6 7 6 21 16 7 0 20 20 5
split_gain=0.0110766 0.0743406 0.0427549 0.0596535 0.0342767 0.028781 0.0591595 0.0284957 0.0173336 0.0879871 0.0564296 0.0396284 0.0559115 0.0367353 0.0352563 0.027866 0.0146803 0.0144337 0.0670945 0.0264356 0.0511446 0.125471 0.146217 0.20269 0.0411036 0.0822056 0.0348948 0.0475297 0.0857702 0.0388747
threshold=-0.50001499999999999 -0.58559499999999998 13.835323260100003 175.11059598075002 97.991610396700011 98.674478761850011 11.950964240300001 205.45998821870003 -0.16276499999999997 37.491361913600009 23.397000037200005 30.807603489900004 -0.23783499999999999 24.909276771700004 377.6847677435 26.583493790300004 45.966522647400005 82.696898122450008 183.19621122360005 39.110279783550006 14.825346391850003 23.203497038450006 15.785368822600002 1.8400491212500001 19.199955102150003 24.312940751750002 94.940210418650011 35.879804895950009 36.79544512155001 16.903404623850005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -7 16 9 10 11 12 -2 -12 15 -14 -3 18 -10 20 26 22 -22 -24 -23 -26 27 -19 -29 -28
right_child=8 7 -4 4 -6 6 -8 -9 17 -11 13 -13 14 -15 -16 -17 -18 19 -20 -21 21 24 23 -25 25 -27 29 28 -30 -31
leaf_value=0.10056761399134934 -0.10040539114958091 -0.0028685008875418317 -0.010506243670964853 0.049312353320008773 -0.10072381054977833 0.086418967032708779 -0.10117498074270447 0.01159959287938115 0.0053606408711197612 0.066783098839521021 -0.1020445419769801 0.092870303621571851 0.069251728639976459 0.030334563548572092 -0.10023816883759709 -0.045173841844976879 -0.10163900710033132 -0.0033170050601862701 -0.032266306424820264 -0.00059501128608512412 -0.054764563102220179 0.093810415103330075 0.000235694482970354 0.090541605822901411 0.062343815687765036 -0.015881973642316426 -0.0025254361618947427 0.012219458725577354 -0.10385297863674002 0.021233604651194282
leaf_weight=0.10567777208052553 0.04773110087785426 0.017131199465832192 0.79647993764956482 0.024317871763742005 0.040729906851453279 0.046716497154847048 0.026260479505708645 0.034647475749579826 1.3148731412574783 0.22244692806270905 0.088449953674697213 0.050609966448973864 0.097005183586474142 0.027473826602779639 0.019575977763452101 0.027264554266366758 0.12375088432777304 0.58332456737138727 0.74095561798458209 43.796328419929722 0.35866362103024663 0.16850184262148094 1.5051234894044681 0.29770101531903481 0.4353087485069409 0.19430138682946563 2.7840209804774827 0.11046048329444602 0.15026235220011586 0.91500764480662145
leaf_count=10 141 18 50 9 84 41 29 19 42 35 25 23 127 71 47 54 144 20 59 2302 30 17 88 35 48 24 327 15 33 67
internal_value=-1.04683e-05 -0.00944996 0.000708277 0.0373601 -0.0446333 0.0672137 0.018914 -0.0696473 0.000202299 0.0173882 -0.0132944 0.0141691 -0.00662182 -0.0706708 0.0244976 0.044147 -0.0896286 1.52985e-05 -0.00820075 0.00034456 0.00582924 0.0160586 0.0035471 0.0151479 0.0499431 0.0382029 -0.000834737 -0.0191818 -0.0546766 0.0033517
internal_weight=55.1511 1.21571 1.04018 0.243703 0.0650478 0.178655 0.072977 0.17553 53.9354 0.580557 0.358111 0.242187 0.191577 0.115924 0.143846 0.12427 0.140882 53.3548 2.05583 51.299 7.50268 2.9596 2.16149 1.80282 0.798112 0.62961 4.54308 0.844047 0.260723 3.69903
internal_count=4034 404 223 173 93 80 70 181 3630 523 488 392 369 96 228 181 162 3107 101 3006 704 242 153 123 89 72 462 68 48 394
is_linear=0
shrinkage=0.1


Tree=245
num_leaves=31
num_cat=0
split_feature=9 21 9 0 16 22 5 16 12 2 2 0 18 22 3 6 18 20 16 9 21 7 3 2 14 8 20 17 15 21
split_gain=0.010917 0.056435 0.101545 0.0330503 0.102471 0.0329348 0.074638 0.0281168 0.0368047 0.0386121 0.0337225 0.0243043 0.0240912 0.0221251 0.090638 0.0619306 0.0327583 0.0192045 0.0956343 0.0368417 0.0307661 0.0270418 0.0317541 0.0183462 0.0777041 0.179048 0.068545 0.148523 0.181776 0.140042
threshold=186.68586460755003 15.475979305150002 182.80199813410005 85.732241321850012 22.664946999500003 -0.083064999999999986 27.973578737350003 22.764946765650006 94.328280857900012 59.023942917950002 72.043920985000014 85.791387400750025 12.909082926650003 -0.055334999999999995 92.913112988300014 16.645388916850006 14.030930991100002 41.872294782850005 22.584947186600004 181.33671263215004 3.4316303497500003 20.861906850000004 108.40938565220002 189.28685862455004 273.54171774295008 8.4434108459500017 41.685324604100011 197.20536406400001 46.683480308100009 4.1284891430000012
decision_type=2 2 2 2 2 2 2 2 2 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 -6 8 9 -1 -10 -5 -13 17 16 -16 -15 -12 19 20 -19 22 -22 24 -14 -26 27 -25 -29 -28
right_child=3 2 -4 11 5 -7 -8 -9 10 -11 13 12 23 14 15 -17 -18 18 -20 -21 21 -23 -24 26 25 -27 29 28 -30 -31
leaf_value=0.020388720772977938 -0.10130045915561721 -0.067473695733811442 0.09481476675448347 0.017001701035485824 -0.10105232315016677 0.0023349992917555875 0.044603179324615799 0.059105273366365299 0.063327634557157272 -0.10229390819134887 0.0050709472833904623 -0.025596992769605056 -0.00043128969299519076 0.092542163969320509 -0.10390851559476005 0.061874701590632353 -0.10024811323211553 0.085587881584603509 -0.10109776595079772 0.0967577630710304 0.027036247044587371 -0.10039948321785092 -0.10075128527025573 0.0038354067074499246 -0.086143398717096559 0.0031235624985947886 -0.078217157257388537 0.061332071869173027 -0.10165842043950835 -0.0012898364908672203
leaf_weight=0.041115750872225187 0.12955419379886624 0.050950003742442962 0.15848808595910668 0.82032410343526763 0.097678773763618665 0.75506163639238366 0.054984508431516588 0.08529139042366285 0.089517140761017688 0.068219942655389332 3.6795853579901374 0.37520981999114056 37.015185100729013 0.059935242031202374 0.12251463974610033 0.027611712760972296 0.010333053684547622 0.031590528443700694 0.10110691544105066 0.045039690501937457 0.092302418136398501 0.034710589281480964 0.024635750628476671 4.6990522735263749 0.35119940756885526 0.6237764738034457 0.25071263614722727 0.83520709656335146 0.074530270765535533 4.2172452901014026
leaf_count=18 134 137 16 23 49 63 16 14 22 38 439 23 1302 28 36 124 285 42 31 13 75 293 56 109 89 15 111 243 14 176
internal_value=-7.42851e-06 0.00458939 0.0553349 -0.000439052 -0.0181041 -0.00622999 -0.0485918 0.00223467 0.0011393 -0.056159 0.00258984 -6.70931e-05 -0.000356138 0.00130429 -0.0295433 -0.0734171 0.0641921 0.00300015 -0.0201328 0.0157273 -0.00418977 -0.0228917 0.000114825 -0.000159108 -0.00116529 -0.0290316 0.00363426 0.0109954 0.0479791 -0.0056065
internal_weight=55.0227 4.72295 0.209438 50.2997 1.03728 0.907725 0.152663 4.51351 4.42822 0.109336 4.31888 49.2624 48.4421 4.22937 0.220395 0.150126 0.0702683 4.00897 0.329386 0.228279 0.183239 0.151649 0.116938 48.0669 37.9902 0.974976 10.0767 5.60879 0.909737 4.46796
internal_count=4034 1667 153 2367 262 128 65 1514 1500 56 1444 2105 2082 1422 473 160 313 949 510 479 466 424 131 2059 1406 104 653 366 257 287
is_linear=0
shrinkage=0.1


Tree=246
num_leaves=31
num_cat=0
split_feature=10 5 16 9 2 5 5 18 5 0 10 19 22 5 4 3 23 15 7 22 23 21 10 22 21 23 16 16 0 0
split_gain=0.0112758 0.0436579 0.0288605 0.0272239 0.0262074 0.0207954 0.0242175 0.0243956 0.0280002 0.0219666 0.0219449 0.0130398 0.0400306 0.0177758 0.154698 0.0357299 0.132202 0.0308624 0.0462592 0.0659275 0.0456894 0.168305 0.107637 0.0992704 0.0443473 0.0306442 0.0345037 0.0284293 0.0276294 0.0207998
threshold=61.622148808000013 24.628131835750001 23.344945409400005 187.45330412110005 315.94243452415003 32.00428233840001 24.794052175750004 11.862896247150001 29.026000224750003 78.626646483100004 57.041016153700006 14.651182102100002 -0.097294999999999993 23.730745871350006 278.29044475435006 93.72771580185001 0.093580000000000024 41.492094664050008 22.105125139000005 -0.10423499999999999 0.07745500000000001 1.8400491212500001 61.966271448700006 -0.048954999999999992 6.9459996152000008 0.094375000000000028 22.594947163200004 21.094950670800003 85.877418060900013 81.446839061900008
decision_type=2 2 2 2 2 2 2 2 2 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 5 6 -3 8 10 -9 -8 13 -13 17 27 25 -17 18 19 24 -19 -22 -23 -24 28 26 -16 29 -2 -15
right_child=11 2 -4 -5 -6 -7 7 9 -10 -11 -12 12 -14 14 15 16 -18 20 -20 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.010790249842781803 0.08259831730371843 0.1001105716284342 -0.10056669226315434 -0.10103273941975895 -0.10022283061003 0.08525621363166494 -0.10035623967217529 -0.086798310959886105 0.087929953289892684 0.010201690605349822 0.10018123767566581 -0.010717309285612814 0.023486185117587342 -0.10004870435220699 0.0058751486470594921 0.00098511252966619698 -0.10326866528530217 -0.0027391136221333579 -0.00013357448421274753 -0.097477433287096654 -0.0023854234339386483 0.093060989315728537 0.058763172072912928 -0.028002804624290174 -0.080646804493439042 0.0085313582512065774 -0.027081917762036396 -0.10563118981967995 -0.017176058022710595 0.068757310363587731
leaf_weight=0.058132758344696778 0.058732767748125525 0.025961882143747061 0.023158524262271385 0.078666994063041784 0.018021577770468866 0.045965044828335522 0.018665879233822125 0.045891002192774977 0.045187881499714422 0.047522871564069646 0.0077111687278375021 0.57667801575735211 0.84147142555957433 0.012392059541069922 0.63184010772720023 0.52832485881754099 0.15801175633714593 2.0719730776036149 43.607644663022093 0.11867493930407036 1.5840572751039874 0.3704966919904108 0.32178380147524888 0.22341428471554525 0.046702211425653672 2.3853618131086023 0.63885640871740179 0.17768407120547636 0.052620663546917967 0.017761468772732769
leaf_count=27 69 2 15 44 46 43 82 135 56 27 2 10 44 123 27 73 22 26 2737 79 35 18 29 29 74 28 25 56 39 12
internal_value=-1.0829e-05 -0.0164342 0.00631788 -0.0626844 0.0160277 0.0248709 0.0103344 -0.00379323 0.0401404 -0.0374511 -0.0417303 0.000114368 0.00957763 -0.000138815 -0.00611478 -0.00208091 -0.0230167 0.000422354 -0.000392212 -0.0411487 0.00824144 0.0173429 0.0514709 0.0232077 0.00114534 0.00184928 -0.0106944 -0.0903954 0.0354494 -0.000616136
internal_weight=54.8394 0.414886 0.278086 0.1368 0.254927 0.236906 0.190941 0.164979 0.0715649 0.0934139 0.026377 54.4245 1.41815 53.0063 4.55023 4.34239 0.686337 48.4561 43.8844 0.276731 4.57173 2.49975 0.915695 0.545198 0.158056 3.65606 1.2707 0.207838 0.111353 0.0301535
internal_count=4034 479 408 71 393 347 304 302 140 162 84 3555 54 3501 366 175 95 3135 2998 261 137 111 76 58 182 80 52 191 108 135
is_linear=0
shrinkage=0.1


Tree=247
num_leaves=31
num_cat=0
split_feature=4 9 9 2 17 23 4 23 6 15 17 2 6 21 16 9 13 15 5 19 5 19 0 16 3 16 20 0 0 10
split_gain=0.0108388 0.0416549 0.0954354 0.0994188 0.11114 0.0720315 0.0392806 0.094378 0.149496 0.0353776 0.0880158 0.117103 0.0589407 0.0489912 0.158615 0.0471738 0.0390442 0.0578866 0.0362134 0.145593 0.0975223 0.058526 0.0417353 0.155027 0.107207 0.0909378 0.132987 0.0881962 0.0811925 0.169648
threshold=244.52697497700004 191.72037998490001 191.03141765810003 182.48209946165005 187.51563899930002 0.083155000000000021 256.08338064055005 0.080770000000000022 16.355382140900002 37.870720399650004 188.19076296340003 142.56923800370004 16.485385178400005 11.702496363450001 22.574947209950004 186.68586460755003 117.61735474900001 43.030193406950012 21.454033346250004 14.451165964200003 22.468249633400003 14.551174033150001 94.047642319350018 19.199955102150003 87.162501047250018 20.404952284350003 36.79544512155001 93.399723909900004 94.625660817400004 71.015621515800021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 -2 -5 7 -3 -9 13 16 12 -12 18 15 -15 -11 -18 21 20 -20 22 23 24 -1 26 -25 -28 -24 -30
right_child=1 6 -4 5 -6 -7 -8 8 -10 10 11 -13 -14 14 -16 -17 17 -19 19 -21 -22 -23 28 25 -26 -27 27 -29 29 -31
leaf_value=0.090384102951554468 -0.096134390531864677 0.0014961232487270314 -0.10550832193439169 0.0066314256138842289 0.080667718657613574 -0.10085067742900292 0.0010258515659397286 -0.087338428769981671 -0.012220333913053617 0.014760612315173227 0.032371903850416252 0.0067423539343029436 0.089187632568317632 0.0052237383874665401 -0.0036033991347277673 -0.1015237287424897 -0.030787951391708687 0.0053397589608816902 -0.10913932418433876 0.0096604919837095724 0.0094011482710308399 -0.019108548645518135 -0.03152422064791547 0.028215605198027651 -0.020581873910083884 0.0083137037165292287 -0.102858298148453 -0.0082788910477426658 0.074729600562177451 -0.00024452037023584862
leaf_weight=0.36320759807678271 0.045116310271533844 2.6030539780849749 0.12497173683368601 0.11877878001823916 0.16775825439577829 0.1312510687060211 17.861766314197695 0.34932111132047783 1.0967369262762074 0.83994817493657992 0.43712611615774255 1.3357530791981842 0.31357162713538855 0.049913169615634412 1.7004851073725147 0.24268139736977901 0.82589865053705558 0.9578829027905158 0.22467671801425027 0.63979501870198874 0.10042167488347786 1.2786832064157341 0.79080856031214253 0.24201381788588872 0.11451506449327553 7.3861528260167688 0.24764587411482353 0.16381525527685881 0.30862803559284557 13.650939283816298
leaf_count=39 138 23 10 513 150 169 986 53 25 41 35 35 16 52 17 74 42 13 74 39 381 45 45 16 46 203 42 12 18 682
internal_value=-1.06975e-05 -0.00169489 -0.0279637 -0.00702875 0.0431965 -0.0497904 -0.000990085 -0.00988295 -0.0303664 0.00116555 0.00917347 0.0245026 0.0561042 -0.000205828 -0.0153053 -0.0833139 -0.00301659 -0.0113875 0.000973824 -0.0180292 -0.0725226 0.00172081 0.0028655 0.00843895 0.0637844 0.00515026 -0.0306057 -0.0652033 -0.000352798 0.00141306
internal_weight=54.7133 22.4988 0.587876 0.462904 0.212875 0.25003 21.9109 4.04911 1.44606 32.2146 4.71018 2.08645 0.750698 27.5044 1.99308 0.292595 2.62373 1.78378 25.5113 0.964893 0.325098 24.5464 23.2677 8.51735 0.477723 8.03963 0.653475 0.411461 14.7504 13.9596
internal_count=4034 2067 980 970 288 682 1087 101 78 1967 182 86 51 1785 143 126 96 55 1642 494 455 1148 1103 358 85 273 70 54 745 700
is_linear=0
shrinkage=0.1


Tree=248
num_leaves=31
num_cat=0
split_feature=14 12 10 23 20 20 16 19 15 14 8 0 5 15 20 5 22 22 6 23 21 21 15 2 15 9 21 6 13 22
split_gain=0.0108825 0.044923 0.190697 0.0440165 0.0921199 0.108177 0.0401053 0.0809953 0.0478056 0.0918492 0.0617653 0.038824 0.272163 0.053636 0.0762874 0.0731156 0.0605879 0.170141 0.237001 0.0662024 0.128537 0.196049 0.0590303 0.17563 0.113012 0.14073 0.0542345 0.0532007 0.0877494 0.0464736
threshold=195.25924573520004 121.36065266065002 62.095317438950012 0.10608500000000003 38.064633603500006 40.280372415600006 13.564968279200002 10.550851274900003 20.520114807950005 240.28931515145004 8.0437227585500022 86.329079026800017 22.468249633400003 25.621990087700002 39.952536079750011 16.787983692950004 -0.070909999999999987 -0.055334999999999995 14.865347326450001 0.094725000000000018 3.4801976177500005 12.807913564700002 28.626568391100005 110.52061241095002 36.346245650200011 206.08934059370003 1.6974749567000003 13.65531905435 98.816967042750022 0.022350000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 7 -2 9 -8 -11 12 -10 14 -13 27 19 18 -18 22 -21 -22 23 -15 25 26 -24 28 -16 -14
right_child=6 2 -4 4 5 -7 8 -9 11 10 -12 13 29 16 15 -17 17 -19 -20 20 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00078369799434021214 0.04164073639398496 0.0043826850557700898 0.085338480986667187 0.030321669645651722 -0.10282791644046674 0.0047051555947406482 0.09005404906345256 -0.10112613788622711 -0.082427062468253987 0.031006122204468307 -0.10122668361242936 -0.084808365023567964 -0.0053043390855809069 -0.013695406191286983 0.00019542766938383297 -0.075237856380838367 -0.0017556466346216268 0.0031533796027555109 0.090001202486607229 0.0032004931839698086 -0.091201160233258041 0.034662600978790231 -0.010750911925039635 0.079753947729122462 0.0012793769638165774 -0.0079772209524419362 -0.10370065290385469 0.045764172823355369 -0.079195345338947912 0.021065723195073785
leaf_weight=16.021055613670413 0.062404888015975213 2.7300152389536829 0.32568222461077301 0.18466981903475144 0.21377669178764336 0.16634757821884705 0.16304902917147401 0.10940310494579819 0.45427859657865877 0.095047346506603958 0.056215942189737689 0.14933657262577327 6.9833219474994621 0.47986716951708785 1.0234657453305827 0.15422152170322068 0.56353900761706721 10.386514770621831 0.56244765035808086 0.81280119559232911 0.45650286559248343 0.16978165542241186 0.080538382564553812 0.3462188977626397 9.5709773091075458 0.78007136523592635 0.28459776012124394 0.19499773299321521 0.16114048350394217 0.73904736796475834
leaf_count=875 441 126 77 31 26 31 71 450 40 153 17 87 426 10 79 19 19 276 41 56 61 23 23 46 148 81 61 16 126 98
internal_value=-1.31239e-05 0.00186918 0.0130111 -0.000183551 -0.0276207 -0.05577 -0.00107431 -0.0492697 -0.000835461 0.0379868 -0.0181373 -0.00119066 -0.00720567 0.000688188 -0.0165795 -0.00993656 0.00187478 0.00715607 0.0440783 -0.00280892 -0.0230335 -0.0570803 -0.000287326 0.0254699 -0.00227289 -0.0319607 -0.0831987 -0.00263674 -0.010604 -0.00278067
internal_weight=54.4813 19.6415 3.0557 16.5858 0.564794 0.380124 34.8398 0.171808 34.668 0.314312 0.151263 34.3537 8.17665 26.177 1.68316 1.53383 24.4939 11.5125 1.12599 12.9814 1.43909 0.626285 11.5423 0.826086 10.7162 1.14521 0.365136 1.3796 1.18461 7.72237
internal_count=4034 1166 203 963 88 57 2868 891 1977 241 170 1736 564 1172 327 240 845 336 60 509 140 84 369 56 313 165 84 221 205 524
is_linear=0
shrinkage=0.1


Tree=249
num_leaves=31
num_cat=0
split_feature=15 2 16 14 19 22 2 22 19 13 6 15 21 23 22 20 15 12 2 6 23 22 4 4 16 8 4 20 9 15
split_gain=0.010326 0.063309 0.116604 0.021238 0.0179146 0.07613 0.0290837 0.0248477 0.0798976 0.0664761 0.118998 0.073003 0.038859 0.0313515 0.0290141 0.128237 0.0878917 0.0516756 0.0555606 0.0495527 0.0372508 0.03936 0.0371969 0.0218574 0.0178504 0.0175612 0.0219773 0.0168309 0.0148375 0.0145206
threshold=46.074827201850006 258.06114663960005 22.564947233300003 270.73995284180006 14.651182102100002 -0.10946499999999999 187.91736117530004 -0.50001499999999999 14.151141757350002 108.32604345015001 13.78532209185 24.118672490250002 4.1284891430000012 0.10828500000000003 -0.14429 41.178189531300006 35.83914456115 225.59153217100001 130.66814494305004 16.485385178400005 0.093735000000000027 -0.23783499999999999 375.65892766775005 221.59709273005004 22.614947116400003 8.4434108459500017 351.04113709560005 35.782584506850007 220.80451164160004 26.809453849000004
decision_type=2 2 2 2 2 2 2 2 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 23 8 9 10 11 12 -1 28 15 17 20 18 19 -9 21 -17 29 -7 -3 26 -19 -21 -14 -23
right_child=1 24 3 -5 5 6 -8 14 -10 -11 -12 -13 13 -15 -16 16 -18 25 -20 27 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.082075612475201787 0.090397847730881872 0.0067714730492617007 -0.0173005512774233 -0.10223537112273065 -0.0072604978405884134 0.059193926000261847 0.080095238448820605 0.068061008077013707 -0.10322444507476587 0.057083153267717082 -0.10192340618736845 -0.087483009159227548 -0.10071316465126073 0.068254792751490073 -4.1458704383259641e-05 -0.10017840272893733 0.099274521398916335 -0.10079003838231614 -0.096649956582504803 0.034307045229341825 -0.10097970489231134 0.076634434739725199 -0.1001968845488127 -0.020047366453733929 -0.014352714798850542 0.1006333335105262 0.099780642507115602 -0.10096263068192349 0.029825843474020508 0.016167086784898907
leaf_weight=0.11389009746325385 0.045330753599955087 1.1719899294041622 0.035810289003165963 0.16550438308786397 0.58300398755818605 0.068980903364716961 0.17966583537281622 0.054048038579057045 0.097178582298511174 0.13100706171826459 0.13222848956138478 0.052943368438832294 0.031800780104148885 0.029605654687202332 49.934224183071656 0.02240449820006063 0.21593663707608357 0.012640002334549649 0.12889455531981753 0.012019239024994022 0.026385635670521879 0.10711619318240651 0.017174543751711013 0.070268091083562467 0.60731406140985189 0.033287322148680687 0.0096216706528196028 0.039191182340800879 0.011990262821200304 0.063113817109297088
leaf_count=112 5 43 35 68 11 23 15 49 31 35 82 33 85 9 2519 123 29 20 108 39 22 99 226 18 31 3 26 104 7 24
internal_value=-1.56923e-05 -0.00702024 -0.0544998 -0.087127 0.000256274 0.0142275 0.0535094 1.05313e-05 -0.0202092 -0.00418566 -0.0257361 0.0161992 0.0455088 -0.0112322 0.000250188 0.0198815 0.0531626 -0.0320595 -0.0526305 0.00127366 0.0110056 0.0250889 0.0400648 0.019207 -0.000438659 0.0546524 -0.0141018 -0.0692144 -0.0649708 0.0542158
internal_weight=54.2046 2.02595 0.246645 0.201315 52.1786 0.901919 0.318915 51.2767 0.600644 0.503466 0.372459 0.24023 0.187287 0.0733967 50.6761 0.741833 0.452131 0.289702 0.234153 0.105258 0.236195 0.209809 0.187405 0.139249 1.7793 0.055549 0.0222617 0.0512104 0.043791 0.17023
internal_count=4034 182 108 103 3852 67 56 3785 394 363 328 246 213 101 3391 872 523 349 300 192 494 472 349 41 74 49 46 143 92 123
is_linear=0
shrinkage=0.1


Tree=250
num_leaves=31
num_cat=0
split_feature=7 18 22 22 16 9 21 22 20 7 4 8 0 21 19 7 9 20 17 19 0 12 12 12 16 6 15 6 15 14
split_gain=0.00982326 0.0479918 0.0578919 0.0690256 0.0470617 0.0170884 0.0833929 0.0369036 0.0562877 0.102511 0.0372798 0.0279531 0.0250052 0.0242384 0.138353 0.0201565 0.0192862 0.108525 0.0987709 0.0816003 0.0685735 0.0346254 0.0283822 0.0246602 0.157993 0.109266 0.0860631 0.0899676 0.0488766 0.0756993
threshold=22.105125139000005 12.601716341300003 0.18145000000000003 -0.13125999999999996 19.644954061550003 186.68586460755003 15.475979305150002 -0.11963999999999998 41.872294782850005 22.996658327800002 199.39562187565002 8.1436447804000007 86.692020874450009 10.558528947350002 14.351157895250003 22.695144739300002 192.31210988165003 41.436838994450007 190.79440939600002 14.351157895250003 86.692020874450009 69.826413229550027 82.696898122450008 106.61257222060001 20.404952284350003 14.205331905300001 23.292710050100002 11.260263094250002 27.980927088250002 158.54692099280001
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 10 13 -10 -2 12 -8 14 -9 -12 17 19 -19 20 -7 -18 -23 24 25 26 27 -24 -27 -30
right_child=5 2 -4 -5 -6 16 11 8 9 -11 15 -13 -14 -15 -16 -17 21 18 -20 -21 -22 22 23 -25 -26 28 -28 -29 29 -31
leaf_value=0.0010240827056923329 0.099096433041945986 -0.044545551887338886 0.092515991097892492 -0.10082067775993929 0.099457682635428785 -0.037469974369919723 -0.10069032379364298 0.0024688078095891947 -0.10126581965409938 0.08155426865458211 0.068163109623862336 0.097305276627159668 0.073074680180979831 -0.0035084681160869931 0.1005086999901091 -0.10022752526918349 0.044154006676465185 0.001686064463800623 -0.089737453515791099 0.022993395418579764 -0.0018833600544706766 -0.019257820157371833 0.098739749827438314 -0.00029798779312837232 0.068193331039779745 0.0029997863954407222 0.08475311380068401 -0.088926614016174285 -0.0013105352420271497 -0.061513241798562483
leaf_weight=1.1299770461581555 0.075499944989133705 0.065595947535598387 0.027708138846833208 0.15779691912432625 0.034699996955168899 0.66987246740609352 0.015051005873829015 1.1376984194135245 0.12265019261954524 0.040897494815467894 0.011808656719267674 0.1312641235999763 0.018412391042431864 1.597001872634962 0.1647892667679115 0.017859422566218086 0.18016599956899781 0.20456601589467016 0.27980870719420636 1.0580202720593659 2.8251249731180224 0.73522406947358732 0.040217662803796794 38.44841516406953 0.39117874792282226 3.2636904295359273 0.26372728613205254 0.070021996424657118 0.57143647177144874 0.32917825426557101
leaf_count=385 15 307 30 108 8 14 4 189 65 128 22 13 89 24 34 331 6 36 47 36 95 54 69 1745 37 54 15 20 7 47
internal_value=-1.53609e-05 -0.00823532 -0.0448444 -0.059591 0.00527612 0.00020562 0.00713574 0.00352889 0.00152906 -0.055549 0.0617743 0.0765062 -0.00508051 0.00474859 0.0148727 -0.0332037 -0.000262601 -0.00612574 -0.0511266 -0.00133831 -0.00870411 0.000404204 0.000225521 0.00055575 0.00721468 0.00195859 0.0537373 -0.0204621 -0.00269129 -0.0233149
internal_weight=54.0794 1.41578 0.285801 0.258093 0.100296 52.6636 3.33293 3.16821 3.06304 0.163548 0.105168 0.164728 0.0334634 2.89949 1.30249 0.0296681 49.3306 5.03739 0.484375 4.55302 3.495 44.2933 44.1131 43.3779 4.92945 4.53827 0.373967 0.11024 4.16431 0.900615
internal_count=4034 838 453 423 315 3196 914 808 440 193 368 106 93 247 223 353 2282 228 83 145 109 2054 2048 1994 249 212 104 89 108 54
is_linear=0
shrinkage=0.1


Tree=251
num_leaves=31
num_cat=0
split_feature=8 22 7 7 19 23 17 0 14 4 5 17 21 16 8 10 15 10 20 21 0 22 2 20 10 0 8 10 23 12
split_gain=0.00980655 0.0334635 0.0446856 0.0366649 0.0409313 0.0337102 0.0160391 0.0828532 0.0108844 0.0527015 0.0373429 0.228486 0.0564371 0.0729728 0.0650005 0.0550223 0.0411239 0.0461765 0.082005 0.0923098 0.080232 0.171136 0.0398568 0.051996 0.105238 0.0583112 0.0381148 0.0581747 0.0378921 0.0958873
threshold=8.8430989333000021 -0.010319999999999999 22.589037079550003 22.381996090050006 14.351157895250003 0.09450500000000002 189.31157886915003 87.009258933850006 195.25924573520004 197.64724210580002 21.454033346250004 188.19076296340003 11.859661033550003 22.674946976100003 8.4434108459500017 61.998532946250002 36.548474543700003 69.999384342500022 41.385032804600009 2.0502020052500005 96.682331287150021 -0.079634999999999997 59.023942917950002 39.749124837650008 61.987779113750001 92.805574663100018 8.6432548896500023 62.009286778800011 0.079470000000000027 118.69549532925002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 -2 -3 -4 -8 10 -10 12 15 16 14 -14 -12 17 18 22 -20 21 -19 -1 24 -24 -26 27 -17 29 -21
right_child=1 5 6 -5 -6 -7 7 -9 9 -11 11 -13 13 -15 -16 26 -18 20 19 28 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.015587583419889124 -0.058811305766618194 -0.10084090002978574 -0.0041280237011380129 0.096526639842659689 0.056587565552396468 0.0026327427607108467 -0.10363454323449464 0.01517380222121785 -0.046493480388063127 -0.00054060088229291572 -0.0050332699093529496 0.095133005008753824 -0.097203957186081408 -0.00016823264558575075 -0.0093560012808884385 0.10092615192825882 -0.024263672826599799 -0.099788770071945879 -0.038267217891632177 -0.10415125755951551 0.0034767475200588394 -0.0083149813168761112 -0.0046100948553514983 0.0032106602972994968 0.084782238148450248 0.019775954351212453 0.10134947055526329 -0.10107740603003446 0.086723101332967137 0.1000578341395618
leaf_weight=0.68972993211355316 0.054006024607588188 0.07465020110248477 0.52601807279734203 0.071696210885420442 0.071335186366923153 0.054449844059490715 0.10207543893693583 0.13812177917498047 0.2514230139108794 33.919387545668485 1.511786226786511 0.3023161245509981 0.19874375114159271 0.49943747371435165 0.14617711276514456 0.027495251968502887 0.57741213380359191 0.23069424757159174 0.09769745057565149 0.039590686247720441 8.2787594476936288 1.8030066214628266 0.49255180182581193 2.7172082246979699 0.34046956209931523 0.23202491365373135 0.086920551955699921 0.029609425479648621 0.31290306333175977 0.054850176209583879
leaf_count=22 36 41 18 6 26 22 28 24 28 2747 212 22 37 2 16 1 12 127 7 5 268 42 5 38 36 15 3 85 52 51
internal_value=-1.17337e-05 -0.00939024 -0.00298261 0.0394905 0.00686542 -0.0571994 -0.0139049 -0.0353156 0.000182146 -0.000878714 0.00212385 0.0151893 0.000592923 -0.024599 -0.0599741 0.000593226 0.00193351 0.00292286 0.0108335 0.0490298 -0.000894986 -0.0186914 0.00651979 0.0105513 0.0292791 0.058436 0.0596527 -0.00381499 0.0699672 0.0144511
internal_weight=53.9325 1.09235 0.963253 0.197037 0.125341 0.1291 0.766215 0.240197 52.8402 34.1708 18.6694 1.95813 16.7113 0.844358 0.344921 1.65581 15.8669 15.2895 4.97703 0.505041 10.3125 2.0337 4.47198 3.78225 1.06505 0.572494 0.144025 0.0571047 0.407344 0.0944409
internal_count=4034 201 138 68 62 63 70 52 3833 2775 1058 323 735 55 53 301 680 668 231 115 437 169 116 94 56 51 89 86 108 56
is_linear=0
shrinkage=0.1


Tree=252
num_leaves=31
num_cat=0
split_feature=18 16 15 5 22 3 21 10 15 6 22 23 9 7 22 8 22 19 0 14 6 20 20 20 8 2 13 13 20 20
split_gain=0.00974252 0.0290149 0.0329318 0.0262642 0.0160693 0.0119932 0.0936984 0.0640666 0.171039 0.0491575 0.0580194 0.0628201 0.0486267 0.0424527 0.0212292 0.0243059 0.0201654 0.0697508 0.0817321 0.0247246 0.0427292 0.0216823 0.0152012 0.055181 0.0514913 0.0886779 0.0259986 0.0337474 0.023309 0.0394073
threshold=16.869810935650005 17.684958644900004 20.903251014350001 13.524641568350001 -0.092710000000000001 81.715684874950014 6.7825386038500008 75.499969677400017 24.545953118950006 11.895277931250002 -0.14259499999999997 0.11278000000000003 223.29399794390005 24.940142267700004 -0.13125999999999996 7.8438787148500007 0.20949500000000004 14.251149826300002 92.313586825200005 137.67556691715004 16.355382140900002 40.137820134150012 43.426640904350009 43.680097826700013 8.543332867800002 91.751571794600025 117.34313201970001 117.58509325145 43.047778594550003 43.182896969600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 9 16 13 -1 -11 -12 14 -9 15 -8 19 18 21 20 -7 -18 28 -24 25 -25 -27 -28 -21 -30
right_child=1 -3 -4 -5 -6 7 12 8 -10 10 11 -13 -14 -15 -16 -17 17 -19 -20 22 -22 -23 23 24 -26 26 27 -29 29 -31
leaf_value=0.00086411226876644898 -0.085608915103882771 0.087956933291548897 -0.10017845084223445 0.076419959765546067 0.0077182497268426355 0.088646927165087389 0.067390283903702122 -0.010837152183675253 0.09856057695221912 0.016669974401901596 -0.10150853688166701 0.0024809381470291825 0.063344122926627042 0.048089625820065804 -0.10102773813432767 -0.10037962348522395 -0.024978520596028515 0.078763903398134202 0.052109384702022699 -0.00033242876005894998 -0.010272235653093879 -0.10313866641132681 0.061089473525879248 -0.10129440732617395 0.048207621719820314 0.0050943796696286949 -0.10205092965045511 0.015822123406621869 -0.028653439865334203 -0.0024462923442494021
leaf_weight=4.769527859437054 0.019088503977943816 0.046587873574935657 0.027822816185448573 0.055900842699770692 0.55094460719796501 0.083860260900109007 0.017677097811734654 0.57775162087298682 0.24222743157395143 0.13557710355235031 0.16277642960267247 0.090329775295685977 0.024709154951324308 0.15507441997698379 0.15928461049487896 0.016882810100469214 0.081276005919788896 0.14124276553047821 0.12189564055887558 40.916430671224717 0.091112729256565217 0.063006798915012041 0.17648311426017871 0.086461799216977275 0.22524254382551578 1.761099860232022 0.052850004803985828 0.04494520148182346 0.79074022993097459 2.0910793357483044
leaf_count=299 310 23 82 32 328 9 99 71 35 30 77 18 9 25 144 24 28 24 21 1652 34 21 44 45 20 356 17 29 78 50
internal_value=-8.07909e-06 0.0117094 0.00627584 0.0110077 0.00459303 -0.000162682 -0.00463997 0.00034197 0.0257118 -0.00192269 -0.0361195 -0.0643963 -0.0687722 0.00163243 -0.0856129 -0.0145667 -0.000187414 0.0219629 -0.00817754 -0.000382242 0.0371373 -0.0591102 -0.000524508 0.0073159 0.00294378 -0.00229708 0.00230753 -0.0478783 -0.000944664 -0.00963725
internal_weight=53.7799 0.700345 0.653757 0.625934 0.570033 53.0795 5.37676 47.7028 0.975053 5.15821 0.388683 0.253106 0.218554 0.732826 0.193845 0.0345599 46.7277 0.407421 0.266178 46.3203 0.174973 0.144283 46.1453 2.34708 2.1706 1.94536 1.8589 0.0977952 43.7983 2.88182
internal_count=4034 775 752 670 638 3259 700 2559 131 424 125 95 276 96 267 123 2428 94 70 2334 43 49 2291 511 467 447 402 46 1780 128
is_linear=0
shrinkage=0.1


Tree=253
num_leaves=31
num_cat=0
split_feature=20 20 2 20 18 22 17 10 6 19 3 0 12 5 22 19 20 22 21 17 0 7 2 18 21 17 13 0 21 8
split_gain=0.00906355 0.0512287 0.0684019 0.0376432 0.0569869 0.160012 0.0720894 0.117702 0.0358229 0.0405982 0.0488703 0.0460162 0.0336394 0.033596 0.0434307 0.0328966 0.031963 0.0282931 0.0262592 0.0792362 0.0389876 0.0222633 0.0205409 0.0199744 0.09844 0.088868 0.0424392 0.0190652 0.0176564 0.118983
threshold=38.400997490450003 38.748048509250005 54.465024697200008 38.244973486750006 14.642476607400001 -0.028049999999999999 205.32027903760002 78.10777406390001 16.635388683200002 14.851198240050001 93.69276584615001 85.732241321850012 94.328280857900012 29.026000224750003 -0.23349 14.051133688400002 38.969453495950006 0.15844000000000005 4.837019638150001 183.58889821140002 89.582113364650013 19.250086031950001 201.70502722175004 12.885811969150001 5.0536544109500001 183.92349703790003 116.53390612245002 76.451683855550016 1.8675847688500002 8.1436447804000007
decision_type=2 2 2 2 2 2 2 2 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 18 15 7 -7 16 10 -10 13 -4 17 -15 -6 -3 21 -1 -20 -21 27 -8 24 -18 26 -26 -12 29 -25
right_child=1 8 12 -5 5 6 22 -9 9 -11 11 -13 -14 14 -16 -17 23 -19 19 20 -22 -23 -24 28 25 -27 -28 -29 -30 -31
leaf_value=0.002040137057254047 -0.0041249579653237891 0.021127557492914794 -0.10947571933523111 0.024863209108210063 -0.098319371649295939 -0.10226994443988811 0.027314320270441741 0.0068231204628158085 -0.10100932190133408 0.10038167619454569 -0.10023253029249835 0.10029136888244723 -0.037235768334085421 -0.10043511835995947 0.06694127929865909 0.043705918488497003 0.055859527078780571 0.046802700759078955 -0.0018057772459471281 0.097997959937476342 0.027332467107434085 -0.10088008129397141 0.10062914823375611 -0.04319518581983247 0.0072227668389830057 0.040927677238726146 -0.10405238611577904 0.10014802228788332 -0.00028216992760558954 0.033028977705575967
leaf_weight=4.43329796374202 0.48645833134651084 0.71547226947438858 0.11023824570293073 0.72790145002159068 0.24088524325908234 0.12032072044138442 0.077560944113088226 0.55546585121561876 0.094698931585297852 0.021919288672506809 0.0081712282243415757 0.029698426835238934 0.15522827461425948 0.021500704469872289 0.055572077887745763 0.017493060324341059 0.11755265879355548 0.020245714494649292 0.54756352605500058 0.15027718862984329 0.16250003987806849 0.096982834524169448 0.075332521260946805 0.27860501028379647 0.042079624246923686 0.076987156004179269 0.18478307442637742 0.011334628332406282 43.261549804735594 0.77289307457795076
leaf_count=325 2 36 8 30 310 27 28 95 24 2 54 4 52 23 97 2 24 12 20 22 20 105 14 209 94 11 42 3 2205 134
internal_value=-7.7775e-06 -0.000515536 -0.0264057 0.00331809 0.00086025 -0.0199945 0.00142876 -0.0126004 -9.05764e-05 -0.0315059 -0.0400536 -0.016348 -0.0672343 -0.0325495 0.0202489 -0.0887038 0.000158343 -0.0623103 0.0051428 0.0211307 0.0612845 -0.0812741 0.0634375 -0.000177033 -0.0218457 -0.0519081 -0.0834125 0.0162063 2.9029e-05 0.0128326
internal_weight=53.6706 46.562 0.751925 7.1086 6.3807 1.08706 0.82868 0.675787 45.81 0.360124 0.338205 0.243506 0.265467 0.213807 0.0770728 0.258378 45.4499 0.136734 5.29364 0.860341 0.312777 0.116489 0.152893 44.7345 0.421403 0.30385 0.226863 0.0195059 44.313 1.0515
internal_count=4034 3141 62 893 863 476 164 122 3079 324 322 298 60 294 120 312 2755 174 387 62 42 162 42 2719 171 147 136 57 2548 343
is_linear=0
shrinkage=0.1


Tree=254
num_leaves=31
num_cat=0
split_feature=5 3 10 2 2 22 3 23 5 23 15 21 0 21 5 5 22 22 6 13 20 15 21 22 20 5 0 2 22 12
split_gain=0.00896091 0.0966955 0.0466219 0.018429 0.0237848 0.0193522 0.0164091 0.0208806 0.0163313 0.0271046 0.0148385 0.0362888 0.119198 0.0176768 0.169487 0.217165 0.035559 0.02061 0.0508726 0.0658097 0.0832303 0.0645573 0.0443133 0.0198631 0.103877 0.115398 0.0748436 0.0531307 0.049925 0.0402292
threshold=25.767562150000003 92.913112988300014 61.778079379550007 319.18044405035005 90.745765132650021 0.15844000000000005 108.40938565220002 0.049900000000000007 29.026000224750003 0.10335500000000002 46.074827201850006 15.285239689500001 86.329079026800017 15.173983806500003 21.991679690250006 21.197160116700001 -0.18231499999999998 -0.50001499999999999 13.78532209185 109.72404167800001 40.563919884450009 24.118672490250002 4.1284891430000012 -0.14429 40.241071441700008 23.455765688150006 94.300357383600002 131.42729508740004 -0.14654999999999999 116.40752902905001
decision_type=2 2 2 2 2 2 2 2 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 6 8 -8 9 -6 13 12 -12 17 15 16 -15 18 21 -20 -21 22 -1 24 27 26 -26 29 -28 -19
right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 11 -13 -14 14 -16 -17 -18 23 19 20 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.081752187926905737 0.10055327806187059 -0.059231735727472173 -0.088982800596015293 -0.10017681751674556 -0.085574827340311729 -0.10026679575788605 -0.073470422468259897 0.078352316618589199 0.095771917343535851 0.10000984827733589 -0.10200040023747646 0.0031467855375658959 -0.0055020362173176136 0.050230544027244362 -0.077924933131356289 0.071512865672722636 -0.096903004107150872 -0.073222164675123533 -0.10176226946439748 0.048338985713666176 -0.084357411534923266 -0.07745169905147492 -0.02624828074730115 0.00041701570379764296 0.088379260718644201 -0.1045056337285242 -0.088772559592093847 -0.089840498947671599 0.099348491232252673 0.082574540466096261
leaf_weight=0.11772356701143039 0.097602265909798258 0.032831270939368551 0.065792001116392385 0.014384579802481312 0.015619675282778189 0.009832141764491098 0.022041392655637537 0.015379624217530363 0.064584061730784015 0.015861019010117161 0.16074032691267248 1.0636708750644173 0.62856000146712177 0.018886218901116081 0.26974527906736512 0.29768654040526599 0.1260849351544796 0.026960395579776697 0.12380288815802487 0.11061158881057054 0.082538725211634301 0.054947260946391907 0.056093394421843357 49.481145651525395 0.28828796484992836 0.044450740350839624 0.045107977129632104 0.10541016852862128 0.020526958018194819 0.043021130749366421
leaf_count=113 17 25 130 46 69 11 153 13 38 11 88 13 28 26 39 26 137 68 85 15 34 35 92 2263 78 20 244 89 6 22
internal_value=-1.13228e-05 0.0158478 -0.0164059 0.00865512 0.0175425 0.0351299 0.0451028 -0.011073 0.0669855 0.00792889 -0.000116897 -0.00890828 -0.0251538 0.00020057 -0.0154418 0.0226339 -0.0777351 0.000420798 -0.0189078 -0.0448469 -0.00836603 0.0170308 0.0468988 0.000631526 0.0191307 0.0473633 0.0664372 -0.044995 -0.0299388 0.0225538
internal_weight=53.5199 0.353928 0.256326 0.190534 0.176149 0.143318 0.133486 0.037421 0.0960648 0.0314807 53.166 1.85297 0.7893 51.313 0.712403 0.442658 0.144971 50.6006 0.545717 0.316953 0.19315 0.228764 0.173817 50.0549 0.573765 0.398374 0.353923 0.175392 0.0656349 0.0699815
internal_count=4034 513 496 366 320 295 284 166 118 80 3521 129 116 3392 228 189 163 3164 374 134 49 240 205 2790 527 348 328 179 250 90
is_linear=0
shrinkage=0.1


Tree=255
num_leaves=31
num_cat=0
split_feature=5 19 13 22 17 22 18 13 18 23 9 18 18 5 8 18 2 20 6 0 0 10 21 9 23 23 19 14 22 4
split_gain=0.0089945 0.0285615 0.0398395 0.0166229 0.0217172 0.0244814 0.00945808 0.0251474 0.0113139 0.0455297 0.126167 0.0411404 0.0389479 0.13518 0.132964 0.0654319 0.0654879 0.0349238 0.0269537 0.0234144 0.142734 0.1027 0.0994654 0.0839154 0.0708597 0.108881 0.0256947 0.025122 0.028392 0.0838519
threshold=13.154029769200003 11.950964240300001 98.255079293500017 -0.60024999999999995 239.21206428850002 -0.16276499999999997 16.587089536200001 101.53768667075001 14.420596409350003 0.076835000000000028 202.49517884540003 14.349498564250002 14.224291663350002 17.826488594350003 8.6432548896500023 14.118140587000001 80.683647763550013 41.535369675400013 14.745344522600002 94.047642319350018 95.262825394300009 69.999384342500022 7.9499782602000009 216.0493559571 0.086355000000000029 0.091375000000000026 13.451085274650001 170.13250779355005 -0.097294999999999993 201.42034147860002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 8 -8 11 10 -10 12 15 -14 -15 -2 -17 -18 -13 22 21 -21 24 -23 -11 -26 -24 -22 29 -29
right_child=6 3 -4 4 -6 -7 7 -9 9 19 -12 18 13 14 -16 16 17 -19 -20 20 27 23 26 -25 25 -27 -28 28 -30 -31
leaf_value=-0.10007192988980756 9.4222808832366894e-05 0.099881715550135891 0.097313716144734927 0.023291557716155278 0.040598439168046931 -0.1003006548354954 0.0018612746683889425 0.045900917692592413 -0.0036428413189651936 0.051850548647667853 -0.090202293985049947 0.0012389991461864522 0.0083714018641458006 -0.096288918061489245 0.062415888214082615 -0.015507781943049363 0.091164864028940057 0.026747390306317377 0.030623602781736394 0.085506273132368915 0.013406680424924317 -0.10209561758808459 0.10021700407812491 0.02720676250574491 -0.10145608872008559 0.013955483382870244 0.036032838942477628 -0.0043353200216378228 -4.3265626450063259e-07 -0.072006836705072741
leaf_weight=0.01204520655047403 34.096179064779832 0.012302432626711379 0.067683785200642888 0.025126395801748913 0.035526115479115106 0.04425610865413887 0.65382876463428274 0.16173304824042134 0.72160571046600708 0.12978112531709385 0.2196450862529673 0.53779426319851953 0.63543651939835299 0.29802983436974273 0.064153890183661133 0.1636093039996912 0.18297137902118266 0.15584700438648724 0.7440354177961126 0.042289647579763279 1.2119559037055285 0.28746966373984151 0.12205892964266241 0.060808266858657589 0.14241203604336761 0.19188499420852168 0.1275486736849416 1.1131191329186503 10.874231310166566 0.21915610094811189
leaf_count=736 1700 15 15 39 59 260 95 31 51 36 56 20 11 101 10 11 19 26 33 6 44 141 15 13 32 36 29 81 239 74
internal_value=-1.22644e-05 0.0213191 0.0674933 -0.0100894 -0.0229855 -0.0555426 -9.12935e-05 0.0105947 -0.000257797 -0.00252821 -0.0238419 0.00069425 6.04342e-05 -0.0194195 -0.0681774 0.00062212 0.0364467 0.0615346 0.0182952 -0.00114682 -0.00205965 -0.0616512 0.0165154 -0.0795198 -0.0108635 -0.0352104 0.0674191 -0.000325139 -0.00168854 -0.0154671
internal_weight=53.3545 0.19694 0.079729 0.117211 0.104909 0.0693825 53.1576 0.815562 52.342 15.464 0.941251 36.8781 35.5962 0.99762 0.362184 34.5986 0.502428 0.338818 1.28183 14.5227 13.809 0.390568 0.713686 0.348278 0.464078 0.334297 0.249608 13.4185 12.2065 1.33228
internal_count=4034 1124 751 373 358 299 2910 126 2784 853 107 1931 1878 122 111 1756 56 45 53 746 598 160 148 154 104 68 44 438 394 155
is_linear=0
shrinkage=0.1


Tree=256
num_leaves=31
num_cat=0
split_feature=8 22 8 10 10 23 23 23 22 23 20 22 21 23 9 20 20 23 15 9 0 0 4 12 17 15 22 2 0 0
split_gain=0.00933872 0.0294071 0.0369704 0.0317029 0.0508292 0.0293346 0.0235381 0.00943461 0.00942109 0.0638144 0.105652 0.0887662 0.0939487 0.0397117 0.0731847 0.108628 0.0966285 0.0720137 0.167806 0.0525104 0.137636 0.039303 0.109495 0.0804069 0.0368394 0.113902 0.0802488 0.0411537 0.0405416 0.0848812
threshold=8.8430989333000021 -0.010319999999999999 9.3427090425500019 61.93400995115001 62.55235532115001 0.09450500000000002 0.10249000000000003 0.085335000000000022 -0.037054999999999998 -0.092630000000000004 41.770271989050009 0.04932000000000001 1.2199730554000003 0.096315000000000026 201.32298960505003 41.385032804600009 43.940903692500008 0.10220000000000003 29.198705243000003 200.95377551580003 95.262825394300009 86.162394622750014 195.50296729855003 229.70680419315002 204.49254535040004 32.548041893900006 -0.092990000000000003 315.94243452415003 91.066142252700018 96.163458868000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -5 -3 7 -4 24 10 11 -10 -13 14 15 21 -17 18 -15 -19 -21 -11 -23 -24 -1 28 -27 -28 -26 -30
right_child=1 5 6 4 -6 -7 -8 -9 9 13 -12 12 -14 17 -16 16 -18 19 -20 20 -22 22 23 -25 25 26 27 -29 29 -31
leaf_value=8.7850479298026772e-05 0.00023969203452480845 -0.10074811115750837 0.03110069754318447 -0.1038761092622931 -0.0047645526864288955 0.00023243346242578732 -0.010056336766563896 0.093418705072472283 0.089152214206356828 0.0050251802647473627 -0.10343143319443422 0.077032897548346746 -0.080702553640448066 0.0035154095239829184 0.0032738991100871948 -0.10647827874380728 0.069020415731031778 -0.00079593767903013337 0.097142248681163182 0.075883409115111836 -0.0039949156617420075 -0.0089628389210736469 -0.10401091367857623 0.033813617148808414 0.082118984993949734 0.011797144644927628 -0.10576365049183536 -0.016983312078742974 -0.10077203518714031 1.8743647463095863e-06
leaf_weight=33.093768234814704 0.53737576490220818 0.06588565266383628 0.039820385562052252 0.087497156521976649 0.12663429307576735 0.051063624059679569 0.059378235828262405 0.062305731949891197 0.26779235052004224 1.0606464711718349 0.047092696377156074 0.071209525205716773 0.080386055156509428 0.60191297040233749 5.7610961552628623 0.20662074615709958 0.036989558421410607 5.6092159515714357 0.28070117474999279 0.33725071256048966 0.59856105963899608 1.5676165758591194 0.22071111666310361 0.052373738982748108 0.055106232739491445 0.11366193588037277 0.24102584583670239 0.066650877073698211 0.087920155249776033 1.6941310367474764
leaf_count=2165 21 41 28 16 32 22 19 22 48 34 123 44 48 43 259 92 119 105 21 28 34 44 72 30 10 37 64 33 37 343
internal_value=-1.51417e-05 -0.0094446 -0.00339709 -0.0127256 -0.0452629 -0.0566569 0.0400103 0.0691201 0.000171081 0.00212077 0.0385901 0.0545376 -0.00660893 0.00107923 -0.00342375 -0.0156929 -0.0798307 0.00647848 0.0332919 0.00286262 0.0247919 -0.0103075 -0.0191425 -0.0775782 -0.000755453 -0.0131124 -0.060006 -0.0865315 -0.00235769 -0.00496996
internal_weight=53.1824 1.02996 0.913012 0.751507 0.214131 0.116949 0.161504 0.102126 52.1524 16.8002 0.466481 0.419388 0.151596 16.3337 8.90605 3.14496 0.24361 7.42764 0.882614 6.54503 0.935812 2.90135 1.8407 0.273085 35.3523 2.2585 0.421339 0.307677 1.83716 1.78205
internal_count=4034 201 138 69 48 63 69 50 3833 1144 263 140 92 881 650 391 211 231 64 167 62 180 146 102 2689 524 134 97 390 380
is_linear=0
shrinkage=0.1


Tree=257
num_leaves=31
num_cat=0
split_feature=15 21 23 7 21 5 10 22 4 9 15 12 23 17 6 10 6 19 23 16 22 15 19 17 23 13 7 7 0 16
split_gain=0.0079505 0.0537966 0.0581637 0.0183335 0.0136671 0.14275 0.193377 0.0749092 0.0497087 0.0342473 0.0186925 0.0515965 0.0960084 0.0577475 0.0446831 0.223895 0.115232 0.0403921 0.120961 0.0677657 0.0345073 0.0318268 0.0276465 0.0272145 0.0213701 0.0457817 0.0212869 0.0582305 0.0279311 0.0240496
threshold=46.074827201850006 9.1912342607000017 0.10828500000000003 23.514778597300005 15.173983806500003 21.991679690250006 62.084563606450011 -0.11347 245.59135436325002 210.33238511570002 38.884669609800007 248.60872946435003 0.085335000000000022 212.37354083175003 16.165377701450002 65.611820673600008 15.710367070250003 14.451165964200003 0.10111000000000002 22.604947139800004 -0.084794999999999995 40.042228346200012 13.651101412550002 195.76335783930003 0.093160000000000034 117.60660091645001 22.105125139000005 21.147833206800005 89.582113364650013 19.144955230800004
decision_type=2 2 2 2 2 2 2 2 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 10 6 -6 9 -7 -8 11 26 20 -14 15 16 -12 23 19 -19 -13 -17 -15 24 -16 -26 27 -1 -29 -30
right_child=1 3 -4 -5 5 8 7 -9 -10 -11 14 12 13 22 17 21 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.011260558572487468 -0.090894712265910504 -0.013834777152319185 0.020542046421447462 0.007337316260840037 0.0850472699663265 -0.0077633082987319012 0.079803487572573925 -0.096454311950629951 -0.1017070044432612 -0.10090848504836727 0.0019392646746055967 -0.026593768537423318 -0.10073604341723526 -0.070059181772877802 -0.0029256535178011148 -0.018280413765080234 0.10088039385520334 0.010216301452303695 0.0011608505022211925 0.079142766724097369 0.06892924406456466 -0.10134077546385606 0.082333859297045689 -0.01348584915408927 0.021462914502037075 -0.00064783819045598548 -0.00014911509986593422 -0.1000516864562689 -0.10028138178684559 0.095347361587301491
leaf_weight=0.17374236485986827 0.14119378480518108 0.65004945607597608 0.070087464785501652 1.1029240828338513 0.22524639638140698 0.082464199827882112 0.04662597378019484 0.12614648291179975 0.17768899098028612 0.013530218666247151 0.18964527436764811 0.069498646513821427 0.19224272328742131 0.020031302843165122 4.9298785355567798 0.082295686064753681 0.3103347267024219 0.23144771360239191 1.8598509685543829 0.37173529334359046 0.08296091934540939 0.1049813783938589 0.029342503024963662 1.389012703206389 1.4105258723830045 2.7862423822225537 36.006129304401426 0.10491959800998529 0.010602136284262542 0.015429375984240323
leaf_count=579 111 48 8 15 14 18 93 70 42 12 33 293 103 43 68 12 32 33 40 57 90 37 9 20 30 36 1983 47 54 4
internal_value=-1.62019e-05 -0.00625928 -0.0539283 -0.000513862 0.000224048 -0.013946 0.0227065 -0.0526658 -0.0719284 0.0391581 0.000413009 -0.000762435 -0.0367519 -0.0759603 0.00357009 0.028419 0.0633515 0.00225427 0.0137813 0.052695 0.0253851 -0.0648413 0.0205069 -0.000445637 0.00153899 0.00678354 -0.000371846 -0.0266924 -0.0770473 0.0156715
internal_weight=53.0068 1.96425 0.211281 1.75297 51.0426 0.671702 0.411549 0.186303 0.260153 0.0601562 50.3708 36.7049 0.394076 0.241617 13.666 0.687257 0.49998 12.9787 2.46303 0.603183 0.15246 0.187277 0.0493738 10.5157 9.12665 4.19677 36.3108 0.304693 0.130951 0.0260315
internal_count=4034 182 119 63 3852 249 189 175 60 105 3603 3205 538 155 398 114 65 284 130 90 383 49 52 154 134 66 2667 684 105 58
is_linear=0
shrinkage=0.1


Tree=258
num_leaves=31
num_cat=0
split_feature=3 20 22 15 21 22 3 9 2 2 17 5 23 15 9 13 15 22 22 2 15 2 18 15 2 18 6 20 6 6
split_gain=0.00782851 0.0978062 0.159238 0.095021 0.0564218 0.0791401 0.072078 0.0481987 0.0383594 0.0236343 0.0492188 0.0720485 0.0483624 0.0422219 0.0234092 0.0586746 0.0214373 0.113977 0.222644 0.231269 0.0454401 0.0417533 0.0834663 0.0484774 0.040162 0.031589 0.0297925 0.0410072 0.0353308 0.0278792
threshold=93.281431752200021 41.942745071500006 -0.071864999999999998 42.008841458800006 6.4178488307500006 -0.086719999999999992 94.421337999450017 186.68586460755003 159.16196025500003 198.51835910855002 191.58460912770002 24.107645372150007 0.10301500000000002 40.042228346200012 185.90443620030001 116.53390612245002 38.992510055900006 -0.06828999999999999 -0.013805 189.95856246190002 39.883592142850006 223.66947801700005 14.522586764600002 35.517387705950007 224.95410153095003 16.587089536200001 16.545386580300001 40.159267750750011 16.515385879350003 16.455384477450004
decision_type=2 2 2 2 2 2 2 2 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 9 3 4 6 14 -3 8 -4 10 -2 13 -11 -12 15 -6 21 20 -19 -20 -18 26 -23 25 -22 -24 28 -28 29 -1
right_child=1 2 7 -5 5 -7 -8 -9 -10 12 11 -13 -14 -15 -16 -17 17 18 19 -21 24 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0010462691696801777 0.00086555296137287335 -0.10190069866679141 0.079956543600144717 -0.10141357710219151 0.029034970929101213 0.068100911599208502 0.073763087749130443 -0.10314523699133914 -0.10165545127420823 0.00071683774300718237 0.028558142232030282 0.0033050443987274834 -0.03065579896789878 0.10048107833114478 0.0032238591649948163 -0.10098848911076166 0.017805430092970947 0.082671724408080086 -0.10261537898516082 0.052186957869299923 -0.010614656449749163 -0.10479329181638275 -0.080531640189217782 0.062403490509226139 0.010317252678726458 0.017229449660950708 0.0076669746651491805 -0.023642864028326212 0.017845657706878723 -0.0097776330544226027
leaf_weight=26.93801492476608 8.7786863680700229 0.1003521204474962 0.028251942597249946 0.10065344830809397 0.063247065814038939 0.18241112300893314 0.03044446662977407 0.28347715921972849 0.019767453861675222 1.79976089715177 0.17108921492035811 0.53533306269673631 0.67589848488569249 0.15608370420522988 0.58017033826035913 0.076909488700039219 1.2015714161680078 0.50777636497514322 0.17619543557520856 0.21338587794889463 2.984940555972571 0.11432899839635169 0.072445562125707852 0.080384377957670949 1.3228772363800088 0.06078500043132351 0.65234744684130319 1.165987160435179 1.164870686829089 2.6102288069669148
leaf_count=1980 438 26 72 107 56 8 82 79 37 78 32 10 16 14 28 66 12 53 10 34 59 50 150 23 65 348 34 28 5 34
internal_value=-1.47998e-05 -0.00208418 -0.0264829 -0.00866324 0.000369491 0.0092631 -0.0610129 -0.0874515 0.00519495 0.000867147 0.00310513 0.0258998 -0.00784844 0.0628703 -0.00563662 -0.0423141 0.00070102 0.00599262 0.0390417 -0.0178253 0.000609657 -0.000330707 -0.0358339 0.00107389 -0.00418673 -0.0359292 2.7195e-05 -0.0124101 0.000763532 9.01087e-05
internal_weight=52.8487 13.5825 1.46568 1.13419 1.03353 0.902738 0.130797 0.331497 0.0480194 12.1169 9.64119 0.862506 2.47566 0.327173 0.720327 0.140157 39.2661 6.40675 0.897358 0.389581 5.50939 32.8594 0.327944 0.213615 4.30782 0.133231 32.5314 1.81833 30.7131 29.5482
internal_count=4034 1149 561 373 266 158 108 188 109 588 494 56 94 46 150 122 2885 233 97 44 136 2652 571 521 124 498 2081 62 2019 2014
is_linear=0
shrinkage=0.1


Tree=259
num_leaves=31
num_cat=0
split_feature=10 5 9 16 23 5 2 18 0 0 20 0 9 22 3 20 22 18 6 15 12 9 15 22 22 2 15 9 23 3
split_gain=0.00763243 0.0325511 0.0240411 0.0207954 0.020786 0.021657 0.0178342 0.0169828 0.0272346 0.00973424 0.0377097 0.137117 0.0766684 0.0455593 0.0244596 0.103594 0.149866 0.0366643 0.033152 0.0260355 0.0404592 0.0228548 0.0176409 0.0995076 0.195164 0.113934 0.0373777 0.0599321 0.0410925 0.127012
threshold=61.622148808000013 24.628131835750001 187.45330412110005 23.344945409400005 0.093325000000000033 28.449653740450003 319.18044405035005 11.928667296000002 78.626646483100004 85.812895065800021 41.385032804600009 85.705356740550016 187.45330412110005 -0.091919999999999988 93.281431752200021 41.685324604100011 -0.08262499999999999 13.154691941050002 16.555386813950005 41.29990759910001 115.75959681050001 184.36538191430003 38.992510055900006 -0.06828999999999999 -0.013805 198.51835910855002 42.246988155050012 206.36238950785003 0.082535000000000011 92.598563387050021
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 -9 10 -2 12 21 -13 22 18 -17 -18 19 20 -16 -12 -11 26 -25 -26 28 -28 -24 -30
right_child=9 3 -4 -5 -6 6 -8 8 -10 14 11 13 -14 -15 15 16 17 -19 -20 -21 -22 -23 23 24 25 -27 27 -29 29 -31
leaf_value=-0.0069871086928059798 -0.00030967947911471143 -0.090786700045920821 -0.10079535894163692 -0.10040799788443595 0.064478113257353614 0.063437136366478561 -0.10015359231018556 -0.080584315560302808 0.10008560476652693 -0.00029867595402306805 -0.004399058546043633 0.094959272282490723 -0.1009223018161316 0.030555769669182588 0.0010362619195299198 -0.0071155943767003934 -0.040511253387165519 -0.1035976153524272 0.011135888149692076 -6.6220293502009493e-05 -0.032395105953867347 0.043329541629189977 -0.00050662490922040763 0.079818736868398896 -0.069703412956329799 0.041473354825140009 -0.032054291162394659 0.0019326368695287222 0.063095870882570099 -0.0066131415603427404
leaf_weight=0.049024035073897632 4.2200094276331432 0.024347123778341029 0.061706551337920246 0.016386328516091453 0.062297004269566969 0.056169961521277401 0.012180993047877564 0.026117874730516633 0.012260053888894618 32.83564130793178 0.53457469482810871 0.22915558735621744 0.076967253789007373 0.21095442772730166 0.70650836720596888 0.78747003873286303 0.14069791350266292 0.26684374609112638 1.7651769035728646 3.3736019222997129 0.74238269124180079 0.12350699242233532 2.0401439014094653 0.47505490481853485 0.19468771200626989 0.17506504235643661 0.75897534890100393 1.6398783729964632 0.46296310299294396 0.60027334094047546
leaf_count=27 190 132 44 15 30 114 44 66 7 2651 90 19 124 27 28 41 13 37 28 41 13 20 18 53 13 31 37 33 41 7
internal_value=-1.49126e-05 -0.0154 -0.0592634 0.00775524 0.0169209 -0.00568174 0.0137325 0.0284049 -0.0228683 7.92567e-05 0.00410212 0.0199449 -0.00648642 0.0640893 -0.000382872 -0.00550345 -0.0325918 -0.081818 -0.00058959 -0.00488147 -0.0160933 0.00455852 0.000634205 0.00546035 0.0374149 -0.0170651 0.000554075 -0.00882052 0.00780046 0.0237401
internal_weight=52.681 0.32049 0.110731 0.209759 0.193373 0.131076 0.106729 0.0945479 0.0383779 52.3605 5.39517 1.17516 0.735049 0.44011 46.9654 7.78268 1.19501 0.407542 6.58767 4.82249 1.44889 0.658082 39.1827 6.34704 0.844808 0.369753 5.50223 2.39885 3.10338 1.06324
internal_count=4034 479 71 408 393 363 231 187 73 3555 470 280 234 46 3085 201 91 50 110 82 41 110 2884 233 97 44 136 70 66 48
is_linear=0
shrinkage=0.1


Tree=260
num_leaves=31
num_cat=0
split_feature=15 21 6 22 18 7 0 15 21 21 7 10 21 2 14 9 19 2 18 6 5 6 23 7 16 0 23 17 12 8
split_gain=0.00769028 0.049363 0.044371 0.0158701 0.0329783 0.0457585 0.0386604 0.01809 0.0145846 0.014309 0.150518 0.17478 0.0652987 0.0133254 0.103831 0.131233 0.0642884 0.0489516 0.0866283 0.0481722 0.103836 0.0376158 0.135672 0.0628226 0.0911507 0.176076 0.0354184 0.0336368 0.0331019 0.0251468
threshold=46.074827201850006 9.1912342607000017 16.485385178400005 -0.60611000000000004 13.4793103924 25.271514403800001 97.878695155250014 18.946678378300003 15.285239689500001 15.309137451250002 22.775216856700002 61.923256118600001 18.593782865600001 189.28685862455004 274.43194657740008 214.65508306360002 14.651182102100002 184.38272419390003 14.444150028100003 12.165284239900002 17.089764221050004 14.935348962050002 0.08572500000000001 24.081116689550004 22.604947139800004 88.872360418250011 0.082935000000000023 241.79519611995002 353.43219817915002 8.543332867800002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 -7 -8 -3 13 12 -12 -11 14 -5 17 19 18 -16 27 -21 22 26 -23 25 -25 28 29 -22 -15
right_child=1 8 -4 9 5 6 7 -9 -10 10 11 -13 -14 16 15 -17 -18 -19 -20 20 21 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.045807688427589956 -0.095673469854756166 -0.012870082133291078 0.0020285095996884668 0.00030037865522291891 -0.097654310942492342 0.091252413874625057 0.023017968274219994 -0.10174861022432924 0.0060863140976008057 0.081771922340797359 0.10096279296087257 -0.092584052082029578 -0.03542307123809104 -0.10156260340105422 0.095103548746046346 0.073852756467482766 0.069787697907854551 -0.10707062377816629 -0.090431981729357624 0.080016008788401052 -0.10163872357050574 0.0010203938234399348 -0.085552453991431854 -0.095071188431191986 0.080115177218361228 0.071433709997205538 0.10028750543789935 0.049799400345080937 0.075782965447056219 0.10022084537138587
leaf_weight=0.048556071415076896 0.11033169613221971 0.64362931115783784 0.080322900295414001 41.839271565649163 0.087787518658615227 0.032361004850827157 0.019799479915604934 0.028133457597022016 1.0986957414334027 0.15952374915067835 0.056401338428258896 0.27006376242670171 0.06772804332948823 0.086852044257084482 0.038987873471339252 0.068534759778572152 0.14730126834865576 0.20909170457933612 0.070982624952167228 0.17578623251756642 0.021953205579919088 6.3855625420792421 0.18305065059587378 0.11679956922307599 0.2528620265002246 0.13920401231735013 0.067214280727057485 0.022165728237837357 0.020184042616165243 0.0066488590091466895
leaf_count=19 83 43 36 2260 28 4 44 13 20 45 2 144 39 438 4 25 15 54 113 31 41 195 118 39 55 23 8 70 24 1
internal_value=-1.21457e-05 -0.00620257 -0.0545116 0.000224229 -0.0267837 -0.0477543 0.0068028 -0.0502117 -0.000916336 0.000340305 -0.0156465 -0.0591462 0.0468442 0.000517872 -0.000176894 -0.0516963 0.00436516 -0.0786643 -0.024654 0.00307652 0.00408249 0.00222519 -0.0329046 0.0037151 0.0375299 -0.00453281 0.0552261 -0.0609573 -0.0166525 -0.0872138
internal_weight=52.5558 1.93298 0.190655 50.6228 0.216638 0.168081 0.0802939 0.0479329 1.74233 50.4062 0.553717 0.326465 0.227252 49.8525 42.2269 0.387597 7.62558 0.319062 0.10997 7.47828 7.36262 7.18683 0.292402 6.89443 0.508866 0.256004 0.109352 0.115667 0.0421372 0.0935009
internal_count=4034 182 119 3852 108 89 61 57 63 3744 230 146 84 3514 2456 196 1058 171 117 1043 534 503 191 312 117 62 73 509 65 439
is_linear=0
shrinkage=0.1


Tree=261
num_leaves=31
num_cat=0
split_feature=7 18 22 22 16 20 7 7 17 21 6 5 9 23 0 20 22 21 21 6 21 9 17 15 2 17 10 22 22 22
split_gain=0.00724924 0.0408209 0.0464515 0.0531397 0.0345685 0.0151525 0.0130431 0.0611859 0.0309996 0.150649 0.123777 0.0468383 0.0277787 0.0265332 0.0189268 0.0680392 0.21275 0.0635223 0.0730658 0.0210463 0.0928141 0.0897027 0.0977653 0.0521206 0.0497804 0.0477888 0.0460967 0.0393495 0.0300561 0.203211
threshold=22.105125139000005 12.601716341300003 0.18145000000000003 -0.13125999999999996 19.644954061550003 47.927946529500012 22.720542346200002 22.747724408400003 188.19076296340003 5.7587983756000005 16.525386113000007 21.072048321250005 194.45262321395003 0.095750000000000016 86.329079026800017 41.685324604100011 -0.083064999999999986 7.8739362195500009 12.807913564700002 14.845346859150002 1.8400491212500001 192.98754432855 201.25367619745001 37.050691080100002 41.467794892200004 201.96256717700001 66.351146659450009 -0.053159999999999992 -0.079634999999999997 -0.055334999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 8 -8 12 10 -10 -11 13 -2 15 -9 17 -17 -19 23 21 -21 -23 24 -16 -25 -24 -27 -22 -30
right_child=6 2 -4 -5 -6 -7 7 14 9 11 -12 -13 -14 -15 19 16 -18 18 -20 20 28 22 26 25 -26 27 -28 -29 29 -31
leaf_value=0.00086481642038911764 0.0023705120421024361 -0.10017793313428068 0.091299713883565697 -0.10033851766134189 0.099035227713915069 0.0030810341981800807 -0.054086770182985827 -0.00085289597135739979 -0.064491037515331848 0.099826166915123499 0.057463903088392644 0.030481273930766176 0.018059170852676682 -0.018886895452629927 0.10161781509684838 -0.019535697068295974 -0.10307106317503939 0.089238682814561876 -0.022170686539651291 -0.024061706564343994 -0.0013100738997827365 0.074623257611448432 0.041817334035472088 -0.10208219434188322 -0.0010060659931490541 -0.072351048396363526 -0.062991219689971345 0.045688702275369197 0.058970652370669098 0.00035642916350411846
leaf_weight=1.0785350069444941 2.6915546474081249 0.024553919717540285 0.02253180316711223 0.12774050684945237 0.025576133302820381 0.033737647899897638 0.210949538443855 7.2808103514325904 0.24051493291108261 0.20506752346886969 0.12725564422726166 0.18552240479903048 0.83555593553046481 0.75101359800919443 0.047377154231081131 0.60935186717188095 0.27863597262546591 0.13652686698264915 0.10348829907616164 0.19709060147033852 10.631188885512529 0.50537242833524942 0.079698335408465937 0.097457740139360705 20.390637540676348 0.050841708783991635 0.088631662427360425 0.063530656974762678 0.67932119767647225 4.5742917743773406
leaf_count=385 82 271 30 108 8 36 34 113 34 33 26 36 35 31 1 46 76 22 24 18 220 69 23 53 1918 30 18 18 100 136
internal_value=-1.39882e-05 -0.00735162 -0.0451995 -0.0597338 0.00211195 -0.0404143 0.000174645 -0.000354055 0.00500609 0.02364 -0.0222923 0.0668887 0.00170296 -0.0022669 -0.000106645 -0.0043935 -0.0272467 -0.0023724 0.0412019 0.000857048 0.00349034 0.0352781 0.0526379 -0.00127965 -0.000768175 -0.0506279 -0.0133681 -0.00678326 0.00174776 0.00793557
internal_weight=52.3744 1.31268 0.23414 0.211608 0.0838677 0.0582916 51.0617 46.0252 5.03648 0.758361 0.367771 0.39059 4.27812 3.44257 45.8143 8.40881 1.128 0.849367 0.240015 37.4054 16.7556 0.870793 0.673702 20.6498 20.438 0.21183 0.16833 0.114372 15.8848 5.25361
internal_count=4034 838 453 423 315 307 3196 2919 277 129 60 69 148 113 2885 281 168 92 46 2604 584 128 110 2020 1919 101 41 48 456 236
is_linear=0
shrinkage=0.1


Tree=262
num_leaves=31
num_cat=0
split_feature=8 22 8 22 20 21 22 4 23 9 0 22 16 20 14 2 15 2 21 4 21 20 22 21 8 9 17 15 22 23
split_gain=0.00809621 0.0752134 0.0307575 0.0284378 0.0368234 0.012633 0.00847728 0.0614134 0.0348344 0.0590013 0.174046 0.0474415 0.0672637 0.045006 0.0676951 0.0605431 0.0464481 0.0622634 0.0427995 0.0587683 0.0398581 0.104626 0.0383286 0.145533 0.0285701 0.035494 0.0267673 0.0944355 0.0585245 0.0320682
threshold=8.9430209551500024 -0.08786999999999999 9.6424751081000029 -0.14429 39.792680591700012 1.2836917531000001 -0.037054999999999998 159.10550013555002 0.096315000000000026 199.89081775665002 95.262825394300009 0.15844000000000005 20.404952284350003 36.620308449100001 178.66997565985002 80.683647763550013 27.980927088250002 76.243484112200022 5.0536544109500001 191.03149642590003 3.2747793567000003 42.094663496250007 0.0023400000000000005 13.879103300950002 8.1436447804000007 199.38481636575003 204.49254535040004 33.235275174000002 -0.092990000000000003 0.083950000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 4 -2 -4 26 -8 11 18 -11 13 -13 14 -9 16 17 -15 19 -10 21 24 23 -22 25 -17 -1 29 -29 -28
right_child=1 2 5 -5 -6 -7 7 8 9 10 -12 12 -14 15 -16 20 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-7.5058925793254001e-05 -0.072743503204018317 -0.088041143133693517 0.076344888714358281 0.07220999269998564 0.046340123204242058 -0.038858936479627675 0.048794319276993382 0.09439408802520137 -0.00053360716684930896 0.079608029651291906 -0.0041357537150578053 -0.079475896267578242 0.042008250137185003 -0.10283805642447988 -0.023882238715491881 0.094989219651942125 -0.10381155003965536 0.099986124280232569 -0.0029370741211697526 0.034574205749364414 -0.086471035659667073 -0.087002605788211562 -0.00073720702645863328 0.0046115075983644534 0.088549440428011522 -0.037381683652825203 -0.065606130612690675 0.024844848283284419 -0.085534417247444247 -0.00046542606535120525
leaf_weight=33.226683914115107 0.046487233266816474 0.12684960576586846 0.01764473263756372 0.082383980887243524 0.058825734427955467 0.020668392339302954 0.27537742773916818 0.11625768171802597 1.079532113897584 0.40487250221485716 0.6412323331587686 0.17263408136655378 0.061925289337523282 0.028136730749223626 0.082894265282206447 0.034044087822563962 0.10347032058052719 0.03275509463594517 4.3059230315418233 0.85397594824065937 0.25389415861286391 0.057463478786360156 7.1855873158554076 0.56760084947518408 0.15595399339326832 0.05001872425395959 0.078876114978938872 0.059999976576364134 0.24089106689280004 1.8049232368498378
leaf_count=2183 16 58 5 29 33 36 37 10 11 39 57 181 14 8 40 33 8 56 86 37 82 38 317 15 47 34 172 31 87 234
internal_value=-1.10888e-05 -0.0151073 -0.0643247 0.0282013 -0.00622575 0.0141971 9.15975e-05 0.00196642 0.00116982 0.00629766 0.0282755 -0.00302657 -0.0474032 -0.00182573 0.0451632 -0.00293071 -0.0630309 0.00626567 0.00261285 0.0149725 -0.00174122 0.0342013 -0.00307656 -0.0235388 0.0632192 0.0162264 -0.000780048 -0.0115021 -0.0635239 -0.00319292
internal_weight=52.2278 0.35286 0.165163 0.187697 0.105313 0.0383131 51.8749 16.4635 16.1882 7.28554 1.0461 8.90264 0.234559 8.66808 0.199152 8.46892 0.164362 0.0608918 6.23943 1.93351 8.30456 0.29748 8.00708 0.821495 0.240017 0.0840628 35.4114 2.18469 0.300891 1.8838
internal_count=4034 177 99 78 49 41 3857 1150 1113 230 96 883 195 688 50 638 72 64 134 48 566 152 414 97 114 67 2707 524 118 406
is_linear=0
shrinkage=0.1


Tree=263
num_leaves=31
num_cat=0
split_feature=18 16 15 5 22 3 6 22 23 5 7 23 20 10 20 5 15 3 18 16 16 20 8 17 18 8 13 15 10 7
split_gain=0.00736007 0.0226675 0.0268269 0.0219511 0.0131812 0.00918176 0.0709813 0.0658 0.0905711 0.0588398 0.113401 0.0448162 0.0376274 0.0256367 0.0193688 0.0142491 0.0545681 0.139898 0.073234 0.0453389 0.154245 0.115692 0.0303005 0.0269156 0.0568027 0.0635217 0.0462942 0.0332764 0.0342526 0.157362
threshold=16.869810935650005 17.684958644900004 20.903251014350001 13.524641568350001 -0.092710000000000001 81.715684874950014 11.895277931250002 -0.14259499999999997 0.11278000000000003 16.351273197450002 24.786990758350004 0.091470000000000024 42.865207177650007 75.499969677400017 49.283271594150008 18.331264779650002 29.329759478700002 84.974096129100005 13.455547561900003 18.704956259700005 18.684956306450005 39.337369931850013 5.9453602998000008 197.71582798205003 15.343833331950004 8.1436447804000007 109.40142670235001 24.719476717350002 75.408562100950022 25.115444054700003
decision_type=2 2 2 2 2 2 2 2 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 -1 11 -9 10 12 -8 -7 15 -14 23 17 -17 22 20 21 -18 -19 26 25 -25 27 -11 29 -29
right_child=1 -3 -4 -5 -6 9 7 8 -10 13 -12 -13 14 -15 -16 16 19 18 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00038548696152754453 -0.084095175581765449 0.082415638646946357 -0.10015409768778448 0.073180059557166 0.0067065324882992008 -0.10147987784119748 0.072631211714536445 -0.10136393605528629 0.0068234252343479353 0.00034918917789372061 0.078558622575527204 -0.03820020823281791 0.044860620021624831 0.01783984443632813 -0.10043672291410502 0.099947937534649922 0.053242899238379854 -0.004180813531953066 -0.09095228362533532 0.00049695651805208496 0.10041158396576905 -0.09691639332354654 0.090093343317112273 -0.017852295468585445 -0.0037116170532233137 -0.082718995601128012 0.021380869131338479 -0.093775467891433317 -0.0049827913913402452 0.053154107570789033
leaf_weight=4.7755190569630264 0.016470642420404857 0.041010247922713461 0.023069218808771552 0.050014230149656669 0.544485661980043 0.055389815886882299 0.071227527466028562 0.2257233440911931 0.11774681677343324 3.7860206233044362 0.2463443898995763 0.074798110086703673 0.044351971327728279 0.79067457565824284 0.01156744227345996 0.19057629107208995 0.065198941272682442 0.11008888915341686 0.082692784092870397 35.316652546417686 0.069175796583294868 0.2408608810746955 0.049387552919142763 0.59889413544442538 2.5775046026756172 0.20184610727301333 0.88298429612768803 0.22662382984708518 0.48950180783867836 0.10745483086793683
leaf_count=492 310 23 82 32 328 29 18 116 37 41 43 37 59 30 48 33 22 519 86 1218 6 168 30 34 32 44 40 65 3 9
internal_value=-1.02344e-05 0.0103636 0.00570323 0.00970023 0.00404044 -0.000146454 -0.00410286 -0.0403696 -0.0642757 0.000304973 0.0407081 0.0158605 -0.043061 -1.06313e-05 0.0148045 -0.000324305 0.000557535 0.0358544 -0.0145843 0.000129579 -0.0344475 -0.0649284 0.0250145 -0.00391542 -0.0109391 -0.0342035 0.000404515 -0.00361357 -0.0218305 -0.0465163
internal_weight=52.0839 0.67505 0.63404 0.610971 0.560956 51.4088 5.26501 0.489496 0.34347 46.1438 0.357654 0.146026 0.111309 45.7861 0.0559194 44.9955 36.1246 0.432746 0.242169 35.6919 0.375236 0.30606 0.159476 8.87083 3.37824 0.80074 5.49259 4.6096 0.82358 0.334079
internal_count=4034 775 752 670 638 3259 700 208 153 2559 179 55 136 2380 107 2350 2082 668 635 1414 196 190 549 268 110 78 158 118 77 74
is_linear=0
shrinkage=0.1


Tree=264
num_leaves=31
num_cat=0
split_feature=12 17 5 20 17 10 5 2 23 5 2 18 7 15 21 16 8 10 0 17 22 0 22 18 21 13 7 21 21 22
split_gain=0.00762162 0.0345306 0.0805304 0.0465318 0.0170649 0.010352 0.0446323 0.0184259 0.0239021 0.0293196 0.0195287 0.0143604 0.0208018 0.00970294 0.0194929 0.0334007 0.100464 0.138607 0.0128522 0.0947967 0.0317834 0.027815 0.0538774 0.029576 0.0544722 0.0926246 0.0334078 0.127906 0.148361 0.0280285
threshold=82.696898122450008 181.44667750215004 16.569990495050003 40.098777110850008 183.19621122360005 61.622148808000013 24.628131835750001 90.745765132650021 0.093325000000000033 29.026000224750003 319.18044405035005 11.928667296000002 21.844899366700002 45.560261772200008 15.285239689500001 22.644947046300004 8.4434108459500017 62.009286778800011 85.812895065800021 188.19076296340003 -0.085584999999999994 85.963448721100022 -0.092710000000000001 13.065205089100003 15.309137451250002 117.55283175385001 22.747724408400003 3.8092755532000004 7.9499782602000009 -0.18231499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 -2 -8 9 -9 11 -11 -13 18 15 16 17 -15 19 -7 -21 22 -20 -23 26 29 27 -25 -29 -26
right_child=5 4 3 -5 -6 13 7 8 -10 10 -12 12 -14 14 -16 -17 -18 -19 21 20 -22 23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.097443131928209623 -0.081577200177351705 -0.0026754002611056745 0.032396097837596567 -0.079822242278802955 -0.022776238244146263 0.0014114560011894276 -0.083690902100340303 -0.091691978278219899 0.077926211054165806 0.080577404038630687 -0.10013869075418867 -0.07151885097907372 0.10008058361252065 -0.10153405218904046 0.0055535843788434925 -0.0052680585386240542 -0.10197380084521224 0.07905853998041705 0.010047293013545964 0.075138107298327303 0.01547419542477565 0.013078019649844751 -0.029675636089337012 -0.07982688686335225 0.02703843533665512 0.041815232217588573 0.00067189531337547665 0.090740462317270343 -0.070935562462122556 -0.097435511704386274
leaf_weight=0.10127645618746228 0.080483350174339274 1.007599654025398 0.082152145856525749 0.067156514028283709 0.72714743297819939 4.3172881727859211 0.019590056839888348 0.029575160974246728 0.048283651645306236 0.042310637885066171 0.010993144458097959 0.019504351020259492 0.011075862217694521 0.068998290698345399 1.0902195081516763 1.616387707932972 0.14603119094203976 0.11066189738858156 0.57280408148653805 0.24326432978949697 0.14105595454702768 1.8189815964628895 0.84537481464212649 0.22752118969790558 0.020292156486632962 0.085302616003900766 37.96871985472076 0.140220794326126 0.095356308886781704 0.16671024998716077
leaf_count=13 57 8 28 20 62 287 20 161 27 87 44 48 7 27 19 56 53 37 8 27 36 47 37 59 37 6 2414 70 92 140
internal_value=-1.22718e-05 -0.0060886 0.0286111 -0.0180778 -0.011101 0.000229303 -0.0196029 0.00790392 0.0189977 -0.00607983 0.0241046 0.0428426 -0.00936717 0.00033383 -0.00514753 -0.0111548 -0.0403703 0.00970216 0.000690179 0.00564803 0.0532398 0.000134405 -0.0136315 0.000616168 3.0497e-05 -0.0445379 0.000346282 -0.0263503 0.0252976 -0.0839285
internal_weight=51.9223 1.98533 0.250585 0.149309 1.73475 49.937 0.261816 0.181333 0.161743 0.113459 0.083884 0.0728909 0.0305802 49.6752 3.0323 1.94208 0.325691 0.17966 46.6429 4.70161 0.38432 41.9413 1.41818 40.5231 38.7041 0.272305 38.4318 0.463098 0.235577 0.187002
internal_count=4034 131 61 48 70 3903 451 394 374 347 186 142 55 3452 192 173 117 64 3260 350 63 2910 45 2865 2818 183 2635 221 162 177
is_linear=0
shrinkage=0.1


Tree=265
num_leaves=31
num_cat=0
split_feature=5 16 16 22 15 9 17 10 23 10 0 5 20 23 15 16 21 20 9 18 7 22 23 21 23 10 22 3 20 6
split_gain=0.00852966 0.0258634 0.0292459 0.0157307 0.0128114 0.0139001 0.0107636 0.0083376 0.00765224 0.0232375 0.0165534 0.0138945 0.00964612 0.0945319 0.101884 0.0936431 0.0265025 0.0103619 0.0682508 0.0804996 0.0701654 0.0402301 0.0672248 0.0396406 0.175734 0.145286 0.0348361 0.0335377 0.0316073 0.0267742
threshold=13.154029769200003 14.504966081100003 12.644970430600003 -0.60024999999999995 26.135540888150004 29.501628670900001 239.21206428850002 69.873026810350026 0.41214500000000009 62.068432857650002 87.818484831100008 18.492557862250003 43.631818398850008 0.083495000000000028 28.343014915050002 22.494947397000004 7.9499782602000009 42.198888176300009 192.31210988165003 13.036600629150001 22.545611589100002 -0.101395 0.088655000000000025 4.797392351550001 0.083495000000000028 62.213609596700003 -0.12546499999999997 89.125075482450015 41.872294782850005 16.395383075500003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -7 12 -10 -11 -12 17 15 16 -14 -15 28 19 20 26 22 27 24 25 -23 -19 -20 -2 -21
right_child=8 3 -4 4 6 7 -8 -9 9 10 11 -13 13 14 -16 -17 -18 18 21 29 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.1000641023935919 -0.00085491582917327077 0.099950175325818388 0.086045054128098639 0.070868291819219095 -0.051504865380194179 0.019760577454965567 0.093270582040292566 -0.087581224866252333 0.021175304573504437 -0.0092616451993069535 -0.0033703684837309783 0.018708045549067177 0.0019121735762812507 -0.10115873386806716 0.075851158664477308 -0.10035838878112174 0.031408466812001205 0.072377964315714097 0.017884401707087171 -0.020155886649120103 0.099948750508296949 0.098057216878543518 -0.040407651459343739 -0.0017666779351582949 -0.10383123208154868 -0.08419409461476178 -0.1008766918969366 0.098631616205989356 0.0089750676137772319 -0.10300873556131818
leaf_weight=0.009590525026083152 34.697855142144292 0.010805415331901713 0.070606513382287517 0.0080406888981485736 0.0083349138393771227 0.0086356587457885325 0.01337757636065362 0.044647970492476929 0.67393168847775031 1.0314884474501016 0.54336463026265824 0.59956036324729212 1.1306235879258171 0.046904189619453862 0.306686408405767 0.097230705946458218 0.022226741045386689 0.015704361255302501 0.088987496894332163 0.050812829420465278 0.055903167145515908 0.12199393129412595 0.085853495133051183 7.8396050746375749 0.18687719255581214 0.068189563055057079 0.044463806028601449 0.12189773465797771 3.6114677230711996 0.16781961637622089
leaf_count=663 1586 9 186 26 38 11 15 176 18 14 31 15 351 84 49 34 25 17 20 33 6 68 23 187 65 9 63 28 133 51
internal_value=-1.24218e-05 0.0220885 0.0637888 -0.0135483 -0.0283176 -0.0516899 0.0376947 -0.0701844 -8.69515e-05 0.00495119 -7.72698e-05 0.00821162 -0.000381251 0.0072458 0.0511308 -0.00618638 -0.0585362 -0.000640622 -0.00372504 -0.0480195 0.0192876 -0.0019836 0.0341894 -0.00328996 -0.0349611 0.0327117 -0.0556559 0.0645586 7.1769e-05 -0.0837527
internal_weight=51.7835 0.174039 0.080197 0.0938422 0.0830368 0.0613243 0.0217125 0.0532836 51.6094 2.84835 2.17441 1.14292 48.7611 1.60367 0.375817 1.22785 0.0691309 47.1574 8.84811 0.334704 0.116071 8.5134 0.296739 8.21667 0.377061 0.190183 0.0601682 0.210885 38.3093 0.218632
internal_count=4034 1124 849 275 266 213 53 187 2910 78 60 46 2832 543 158 385 109 2289 570 170 86 400 71 329 142 77 80 48 1719 84
is_linear=0
shrinkage=0.1


Tree=266
num_leaves=31
num_cat=0
split_feature=10 5 9 16 2 22 21 12 16 12 19 22 5 6 3 22 10 22 15 7 22 21 23 3 13 16 18 22 7 16
split_gain=0.00656378 0.0236086 0.0231024 0.0165251 0.0139408 0.0131527 0.0169584 0.0101412 0.0146885 0.0109044 0.0072523 0.0178984 0.0101689 0.103979 0.0451998 0.0407847 0.029339 0.124154 0.0203202 0.0354471 0.0410424 0.0249387 0.0233467 0.117117 0.0843493 0.0518156 0.0187285 0.0137977 0.0531279 0.0686773
threshold=61.622148808000013 24.628131835750001 187.45330412110005 23.344945409400005 315.94243452415003 -0.23783499999999999 0.59096247755000009 164.26638063525002 21.094950670800003 203.99417607120003 14.651182102100002 -0.097294999999999993 23.730745871350006 16.405383309150004 93.431985407450014 -0.037054999999999998 61.987779113750001 -0.25073999999999996 41.492094664050008 22.105125139000005 -0.10423499999999999 9.4408665581500006 0.089305000000000023 94.340684255550016 117.64961624655002 22.614947116400003 13.24088655595 -0.099639999999999992 22.575645983950004 22.644947046300004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3 8 -7 -9 12 -12 18 15 -15 -14 17 -16 19 20 21 26 -20 24 25 -24 -2 28 -21 -30
right_child=10 3 -4 -5 -6 7 -8 9 -10 -11 11 -13 13 14 16 -17 -18 -19 22 27 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0027391719874977449 0.053221864810536007 0.069600828600405132 -0.10065880265883538 -0.10033342631743583 -0.10012569081795877 -0.10017466951003605 -0.073741627429592754 0.092768585608684284 0.041992107449183989 0.022292846569637041 -0.005999028640115589 0.017589226279882002 -0.098291102492004026 0.021033663146737012 0.00035384400332276494 0.0052431107943042132 -0.0014910593768975929 -0.097884016379496799 -1.9256471933469588e-05 0.066294706206119935 -0.097148102207600673 -0.10075372003904964 0.05229062999697183 -0.0011098398717922582 0.096558937762398683 -0.02531893132138395 -0.054891606720984615 -0.0010347901127095323 0.0040196525505216 -0.061224804976252191
leaf_weight=0.044985329648738026 0.058091015871468699 0.011993122002877499 0.0518838524073999 0.01353083124809018 0.00997016260566852 0.011569194537003114 0.02646860355116587 0.041562874943338102 0.019545056698916596 0.046535404144265158 0.56578768778126687 0.74558190309107775 0.15918102890620389 0.74370713665848587 0.50118611007928848 0.049998562608037811 2.6407437362443602 0.17307446469340027 2.299245706468354 0.13317436265457772 0.081474255130664086 0.020266150764157942 0.20971786987502161 1.4002927513793109 0.24666623852681369 0.14585624932078645 0.022125792513804754 33.766640841478221 7.2576512583355779 0.16500184824690212
leaf_count=27 77 18 44 15 46 167 67 37 15 43 10 44 66 23 2 24 128 123 69 42 79 54 31 7 15 15 51 1652 1027 16
internal_value=-1.18998e-05 -0.0153351 -0.0551857 0.00597191 0.014552 0.0218033 -0.0290446 0.0382085 -0.0108697 0.0555418 7.10131e-05 0.00741212 -0.00012124 -0.00478982 -0.00124633 -0.0735441 -0.00624475 -0.0248626 0.000313744 -0.000364331 -0.0444048 -0.00163907 0.00685596 0.0147499 0.0516259 0.0204552 0.0234015 -0.000170406 0.00369249 0.0025693
internal_weight=51.6635 0.278044 0.0968692 0.181175 0.167644 0.157674 0.0384617 0.119213 0.0311143 0.0880983 51.3855 1.31137 50.0741 4.26789 4.05871 0.20918 3.315 0.674261 45.8062 41.5044 0.181957 0.100483 4.30178 2.00253 0.60224 0.355574 0.0802168 41.3225 7.55583 7.42265
internal_count=4034 479 71 408 393 347 85 262 182 80 3555 54 3501 366 276 90 253 125 3135 2998 261 182 137 68 61 46 128 2737 1085 1043
is_linear=0
shrinkage=0.1


Tree=267
num_leaves=31
num_cat=0
split_feature=5 3 0 22 2 22 5 18 20 13 22 5 22 6 15 13 0 21 23 17 20 13 22 5 16 15 23 2 13 23
split_gain=0.00734861 0.0728863 0.0318775 0.0147737 0.0123952 0.0142354 0.0159354 0.0181583 0.0154214 0.0125713 0.0137975 0.0103027 0.0114798 0.0524914 0.0565179 0.0521476 0.0669214 0.028451 0.0255249 0.0126399 0.0123376 0.0201738 0.0115442 0.0791854 0.0860344 0.108336 0.0559773 0.0308746 0.0202527 0.0269034
threshold=25.767562150000003 92.913112988300014 85.334349518600007 0.15607500000000005 319.18044405035005 -0.23783499999999999 29.026000224750003 13.314799198000001 38.804080188450008 116.35915634395 -0.23349 24.453399453300005 -0.50001499999999999 13.78532209185 24.118672490250002 109.72404167800001 91.394134144600017 4.1284891430000012 0.10828500000000003 183.19621122360005 38.804080188450008 108.32604345015001 -0.14429 23.455765688150006 22.624947093000003 35.83914456115 0.093735000000000027 176.09844955530005 108.49810477050001 0.085495000000000029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 3 4 5 8 7 -7 -3 10 -8 12 13 14 17 -15 -17 20 19 -19 21 -1 23 24 25 26 27 28 29 -14
right_child=1 2 -4 -5 -6 6 9 -9 -10 -11 -12 -13 22 15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10052480695116213 0.10033507359185395 0.066568165154864009 -0.10069992142567666 -0.10029771907648198 -0.10011266047459913 -0.085529352802331968 0.1001049338147406 0.085960579071872878 -0.072213426761722876 0.088841408806049973 -0.10077459064982693 -0.0077966706663218036 -0.055090346147675009 -0.1013919866025302 -0.078581886180113303 -0.065761589738169021 0.064019627741811233 0.032518176683135433 0.069591837495904488 -0.10054139102262155 0.095808541447906626 0.10036594787458791 0.00015678267646889875 -0.10265798725550331 -0.071642265361343452 0.10064459147044123 -0.086732502389339078 -0.10099246178487867 0.09791959700864869 0.074780376250183675
leaf_weight=0.0091727243426039662 0.074694314303370812 0.011391414658646681 0.036163098460065157 0.012583383955643512 0.0091098615470741606 0.01722046668942312 0.00585261662490666 0.009625813239836134 0.026948276016355521 0.054060859142282425 0.0082237747551516804 1.6813024004123907 0.030787317402720116 0.10128674463339848 0.044327881950948722 0.092353034189727623 0.069732247851788998 0.010030782799930194 0.025449643788306275 0.024765945658728583 0.086677103299777514 0.010985572822391987 48.63981447106768 0.051027973071299471 0.071730178664438426 0.19164012084365822 0.059192374511781054 0.015591283351716001 0.04846850144531345 0.033099925155212873
leaf_count=58 17 18 34 18 51 174 2 7 60 64 68 158 123 83 35 40 6 17 9 75 54 1 2412 20 12 30 59 287 16 26
internal_value=-1.20273e-05 0.0165702 -0.016157 0.00356567 0.0127416 0.0204528 0.041213 -0.0240411 -0.0309789 0.0669233 -0.0172538 -9.79726e-05 0.000162907 -0.0153121 0.0218003 -0.0451024 -0.00992718 0.0484324 -0.00651877 -0.0621846 0.0794203 0.00895369 0.00031242 0.0154063 0.0287791 0.0477961 -0.00632335 0.0308765 0.0491756 0.0121956
internal_weight=51.5633 0.265874 0.19118 0.155016 0.142433 0.133323 0.0949835 0.0268463 0.0383397 0.0681373 0.0140764 51.2974 49.6161 0.474782 0.21141 0.263372 0.162085 0.167082 0.0602464 0.0347967 0.106835 0.0201583 49.1414 0.501538 0.45051 0.37878 0.187139 0.127947 0.112356 0.0638872
internal_count=4034 513 496 462 444 393 315 181 78 134 70 3521 3363 378 249 129 46 214 101 92 113 59 2985 573 553 541 511 452 165 149
is_linear=0
shrinkage=0.1


Tree=268
num_leaves=31
num_cat=0
split_feature=5 21 16 21 16 17 10 22 23 6 20 23 17 16 21 7 20 9 17 18 7 17 22 0 20 10 23 6 9 18
split_gain=0.00779551 0.0238078 0.0217461 0.0175462 0.0163639 0.0129951 0.00813098 0.00699951 0.00643655 0.0135861 0.00795027 0.0795587 0.0943801 0.0837484 0.04541 0.0111326 0.0100419 0.0612492 0.102716 0.0695986 0.0618921 0.0583678 0.032525 0.0271445 0.0240715 0.0246993 0.0283429 0.023901 0.0227252 0.0469701
threshold=13.154029769200003 2.4921523776000005 14.504966081100003 5.3866163921000005 12.644970430600003 241.79519611995002 69.873026810350026 -0.15665499999999999 0.41214500000000009 15.155354102400002 43.631818398850008 0.083495000000000028 191.08747234645003 22.494947397000004 15.803805445550003 20.873561687950005 42.198888176300009 192.31210988165003 187.51563899930002 13.036600629150001 22.545611589100002 189.19102531915004 -0.12546499999999997 86.329079026800017 41.872294782850005 62.084563606450011 0.08766000000000003 16.395383075500003 207.04102956050002 15.681876268450003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 7 -3 6 -5 -4 10 -10 16 13 14 -12 15 -13 24 19 -19 20 22 -20 -18 -23 -2 -26 -27 -21 -25 -30
right_child=8 2 3 5 -6 -7 -8 -9 9 -11 11 12 -14 -15 -16 -17 17 18 21 27 -22 23 -24 28 25 26 -28 -29 29 -31
leaf_value=-0.086355583267303054 -0.00068969422796388239 -0.10005370140818524 0.091088054452631226 0.018597463015193973 0.0899084445116346 0.10011443722651564 -0.10035167395088283 0.0020042548502791787 -0.0016159004728066692 0.012336203601630222 0.0018457179684846694 0.01313902782292368 0.077735927635812649 -0.10003885116157196 0.094235945356448136 -0.10103120213720503 0.073112003685348287 -0.083337436810243623 0.062911646400609436 -0.021346680114863008 0.099780913290823892 -0.021127246609591144 -0.10080737404344015 0.0037962646441641445 -0.010506436231507342 0.0059157011192525165 0.028227349633797961 -0.10263122554427716 -0.027688340173920103 0.0020075400033535092
leaf_weight=0.017961205192352447 34.598215240914485 0.0048832238009914866 0.018395372039776703 0.0074633244576034477 0.063543151278835808 0.005005552899092435 0.024985240211002235 0.016944340479540188 1.5772421274523361 1.2519070860580539 1.1199673690305818 0.010110161491183933 0.26648114857243854 0.086941910203677142 0.018497694944542786 0.055015686547925213 0.014642947722222743 0.15267221325666369 0.14238397791177604 0.047752872942538716 0.049100548114438425 0.6591070964619784 0.040474586994320272 5.1149098477399093 0.60439876562918415 2.2087926202730164 0.76708066707556088 0.14919210503899194 0.80467753694210875 1.5754812926779775
leaf_count=359 1586 423 16 9 129 2 150 36 42 36 351 60 38 34 7 53 17 58 16 33 6 70 63 141 49 34 50 51 73 42
internal_value=-9.94525e-06 0.0220855 0.0358777 -0.0021681 0.0763519 -0.0498579 -0.0729928 0.048375 -7.84864e-05 0.00455795 -0.000349022 0.00668101 0.0486507 -0.00549372 -0.0440344 -0.0833074 -0.000582265 -0.00363778 -0.00205825 -0.0479521 0.0181325 -0.000562558 -0.0546026 -0.00167091 0.000118049 0.00792374 0.0116669 -0.0829223 4.0054e-05 -0.00803196
internal_weight=51.4742 0.159181 0.14122 0.0727938 0.0684264 0.0374541 0.0324486 0.0353397 51.315 2.82915 48.4859 1.55701 0.350105 1.20691 0.0836235 0.0651258 46.9289 8.7504 8.44923 0.301163 0.104218 8.29656 0.0551175 8.15418 38.1785 3.58027 2.97587 0.196945 7.49507 2.38016
internal_count=4034 1124 765 213 552 161 159 52 2910 78 2832 543 158 385 120 113 2289 570 400 170 86 342 80 326 1719 133 84 84 256 115
is_linear=0
shrinkage=0.1


Tree=269
num_leaves=31
num_cat=0
split_feature=18 22 13 3 6 5 7 2 22 20 20 10 5 16 10 3 5 8 10 0 15 16 10 20 13 5 23 14 0 22
split_gain=0.00621326 0.0202655 0.0191769 0.00760682 0.0631075 0.0546242 0.091808 0.053105 0.0438911 0.072246 0.0323193 0.024227 0.0158219 0.0142024 0.0118303 0.122104 0.0703965 0.0644635 0.0619331 0.107758 0.106372 0.0821079 0.0950367 0.0809506 0.0609276 0.0634193 0.0956538 0.0690273 0.0460809 0.166717
threshold=16.869810935650005 0.13747000000000004 95.862351557400004 81.715684874950014 12.26528657645 16.351273197450002 24.786990758350004 200.74412770730004 -0.14259499999999997 33.708131650200009 42.865207177650007 75.499969677400017 14.943099738200003 16.079962398050004 69.999384342500022 86.272621406050021 18.066672237450003 8.2435668022500028 66.964115113200009 90.407470010750018 36.207782793200003 19.974953289850003 69.238550691600025 40.137820134150012 113.97180552410002 20.016397659050003 0.10371000000000001 223.45180875365003 94.625660817400004 -0.061874999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 10 8 -6 -10 -5 14 -12 -8 15 16 -7 -18 19 24 -21 22 23 -20 25 -17 27 -27 29 -16
right_child=1 -3 -4 5 7 11 13 -9 9 -11 12 -13 -14 -15 28 18 17 -19 21 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00060839704215445104 -0.10026769044025102 0.085973427281662518 0.0085141951143834632 -0.10127303843371618 0.0058049468435095262 0.10050950202665121 0.10038278933826564 0.048225075247512177 0.043273359280993351 -0.10124773043875875 -0.024702786928988561 0.017503221369639041 0.10005073589479881 0.050346750180289258 -0.084926621355868981 -0.096578622965829808 0.074019843979640398 -0.061919004997663389 0.07830558334197539 0.09369270986745333 -0.0050294102131609314 -0.10120166144174628 -0.082757377167066812 -0.042956378031198714 0.00036586581971603544 -0.10299445863931969 0.10026920740948352 0.021285852159744382 -0.0010417375059700586 0.0020521751552561138
leaf_weight=4.816658087230862 0.016649925768617346 0.033041945249358662 0.60725379964492276 0.046559099948352833 0.083362173396835715 0.19124332820501777 0.11493693145331463 0.055686198678913001 0.041288920168881194 0.21319775771945615 0.030279467400852411 0.77618494813699968 0.015304424041460152 0.11201171139796884 0.30807448559448858 0.13039372528476789 0.070865298147111844 0.06870437553152442 0.13318290728739057 0.24451659887381438 0.19713962590321898 0.13655094775458565 0.11702256757234863 0.093841489494025154 31.154493490024947 0.097746474389737159 0.059289206139510497 0.082334865576484617 10.552757713956664 0.7740772500087576
leaf_count=521 595 72 108 29 38 15 19 28 8 105 104 30 3 24 105 18 35 10 22 31 28 46 13 28 1290 181 16 105 330 77
internal_value=-9.64676e-06 0.00965309 0.00561117 -0.000134808 -0.00375421 0.00027958 0.041509 -0.0422572 -0.057171 -0.0778001 -0.0426723 -1.15558e-05 0.0171822 0.0756872 -0.000317658 0.000654735 0.0611013 0.00710277 3.84436e-05 0.000574147 0.0496267 -0.0355927 -0.00955278 0.0281814 -0.00011308 -0.0404667 -0.00990053 -0.0461723 -0.00305704 -0.0227096
internal_weight=51.3746 0.656946 0.623904 50.7177 5.21019 45.5075 0.319092 0.393535 0.337849 0.254487 0.092143 45.1884 0.0455839 0.226949 44.4122 32.7773 0.330813 0.13957 32.4465 31.9659 0.441656 0.480598 0.344047 0.227024 31.5243 0.369764 0.239371 0.180081 11.6349 1.08215
internal_count=4034 775 703 3259 700 2559 179 179 151 113 136 2380 107 43 2350 1838 60 45 1778 1669 59 109 63 50 1610 320 302 286 512 182
is_linear=0
shrinkage=0.1


Tree=270
num_leaves=31
num_cat=0
split_feature=10 7 22 3 13 20 16 19 20 5 6 22 0 10 22 15 23 7 10 21 6 2 20 2 16 5 2 18 23 21
split_gain=0.00618942 0.0190613 0.0341828 0.0194533 0.0181011 0.0198243 0.0172878 0.00737631 0.0138196 0.00823838 0.0928006 0.0350136 0.0342664 0.022424 0.113747 0.0160902 0.0195957 0.0893867 0.0682138 0.0478971 0.0138649 0.0364326 0.0290151 0.0193354 0.0882424 0.0686256 0.0593265 0.0704818 0.0604198 0.037054
threshold=61.622148808000013 20.752538901500003 -0.018034999999999999 103.48681881535002 116.35915634395 44.952171034750002 23.044946110900003 14.651182102100002 41.685324604100011 23.730745871350006 16.405383309150004 -0.037054999999999998 86.162394622750014 61.987779113750001 -0.25073999999999996 41.492094664050008 0.089305000000000023 22.407814303000006 61.966271448700006 5.1781607048500016 16.455384477450004 176.84505046235003 40.664404858950007 188.47750099235003 22.644947046300004 21.955793948900006 211.52504573410002 15.042884401850001 0.08883000000000002 10.959760372700002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 -1 -5 -6 -3 9 -9 15 11 -11 13 14 -12 20 -17 -18 -19 -20 23 -22 -23 -2 25 26 28 -28 29 -25
right_child=7 2 -4 4 5 -7 -8 8 -10 10 12 -13 -14 -15 -16 16 17 18 19 -21 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.072205038376469341 -7.9431786360622006e-06 -0.098567771463391768 0.034926136134008509 -0.10035892198644387 -0.079907561689465029 0.055467132166426916 -0.0073816878092570959 0.017076022111546612 -0.0036061384939024867 -0.09743972313889368 0.0011266656634758027 0.0013401053868842263 0.018524760030655982 -0.001339047582103559 -0.096690781047422403 -0.00016610236519525186 -0.00013058593220548588 0.090035014656429865 0.054219766884724296 -0.020553240531852434 -0.001291267760046223 -0.00055634501376038842 -0.031505585022478272 -0.0011254187957691363 0.10032900617537553 0.073606159002639712 -0.090465731242054315 0.0041434620627861891 0.002186639778565386 0.098599060244615039
leaf_weight=0.039217501870544846 28.214420079641304 0.070569579672451255 0.042981494875448334 0.018581614978245398 0.015464383512608038 0.035998445237055421 0.029475425431883195 0.69811269082128891 0.60138560422092269 0.14249534845072276 0.50379019230604172 0.047961941836603184 0.72692770074354474 2.6395641948985258 0.15559470562243438 2.2912766384542911 1.3988092774525283 0.2229018707294016 0.18194372045400087 0.16189737766399048 9.2299368120729905 0.49872126360423752 0.77154649329895619 0.056070989507773672 0.10193438554415468 0.13844493919425804 0.14470053172496466 0.17274816899750789 1.7359721021437906 0.11105449026872805
leaf_count=40 1864 53 33 184 100 44 25 37 17 66 2 24 23 128 123 69 7 15 27 19 173 3 50 55 28 38 107 526 117 37
internal_value=-1.01012e-05 -0.0156345 -0.039659 0.0158141 -0.0157589 0.0147876 -0.0717024 6.72687e-05 0.00750467 -0.000127397 -0.00435586 -0.0725645 -0.00112902 -0.00545976 -0.0219553 0.000265024 0.00611797 0.0134434 0.0469462 0.0190129 -0.000340068 -0.00347649 -0.0193546 0.000733531 0.0092345 0.00529822 0.0010394 -0.0389816 0.00771516 0.0651413
internal_weight=51.2005 0.252288 0.143026 0.109262 0.0700444 0.0514628 0.100045 50.9482 1.2995 49.6487 4.21633 0.190457 4.02588 3.29895 0.659385 45.4324 4.25683 1.96555 0.566743 0.343841 41.1756 10.5002 1.27027 30.6753 2.46093 2.35899 2.22055 0.317449 1.9031 0.167125
internal_count=4034 479 111 368 328 144 78 3555 54 3501 366 90 276 253 125 3135 137 68 61 46 2998 226 53 2772 908 880 842 633 209 92
is_linear=0
shrinkage=0.1


Tree=271
num_leaves=31
num_cat=0
split_feature=8 22 8 2 9 21 12 17 22 8 5 0 5 13 17 21 7 21 6 21 15 6 22 4 20 15 13 19 6 21
split_gain=0.00624017 0.063957 0.0247876 0.0214491 0.0354877 0.0105419 0.00782659 0.0259407 0.0158297 0.00840888 0.0204286 0.0708634 0.0743138 0.0430729 0.0259727 0.0257852 0.0250358 0.0680069 0.0177445 0.0162684 0.0984968 0.0372862 0.0323601 0.0166351 0.0454486 0.0632321 0.0520383 0.0430052 0.0332071 0.0196096
threshold=8.9430209551500024 -0.08786999999999999 9.6424751081000029 73.245799595050016 215.54845996915003 1.2836917531000001 82.696898122450008 183.19621122360005 -0.046635000000000003 8.543332867800002 20.305669781650003 93.805681087600007 20.204934414350003 115.12515406205002 198.10578792550004 10.109275982950003 23.150522195450005 2.4921523776000005 16.465384711100004 14.894616075700002 36.548474543700003 16.485385178400005 -0.18231499999999998 371.57449297710008 41.481306584950012 46.683480308100009 116.53390612245002 13.651101412550002 15.945372561050002 11.798219863050003
decision_type=2 2 2 2 2 2 2 2 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 -4 7 8 -1 19 11 12 13 -11 15 16 17 -12 -17 23 22 -22 -21 -8 25 27 28 -25 29 -26
right_child=1 2 5 4 -6 -7 9 -9 -10 10 14 -13 -14 -15 -16 18 -18 -19 -20 20 21 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.0098273646877089227 0.065226600643093532 -0.083825418946951405 0.072537149389562044 -0.088240571497778669 0.047042530326440145 -0.040906190275173546 0.00029164242348343267 -0.021753723758857368 0.013301102104129207 0.034330672630173101 0.0077109528432761105 -0.0048407781053237736 0.0079638158907865114 0.10057985623969677 0.01352244685871647 0.014987605788264725 -0.0013542202507517611 -0.036001193075454317 -0.00082584279404006886 0.03543772096618665 0.008361791220356499 -0.020690985982508681 -0.097637524779176754 -0.10012111417941119 -0.089686509233747477 -0.0928302961609212 -0.10314789692718943 0.088989993404953602 0.085813104162756712 0.061959617012719674
leaf_weight=0.5480854052129871 0.081733698461903259 0.11450780777857872 0.01609535253373906 0.032479507921379991 0.048116743797436357 0.016680994424177698 34.563303763360388 0.68574039666236775 0.64320322324441892 0.21133751775778309 0.63942214628332095 1.1673687739494196 0.53830802254378796 0.18322283553425223 1.3654212734877536 1.3073214473542978 4.2110666114822379 0.80274143556925992 1.551989433656672 0.020787771630949803 1.1853204138424187 0.70417991701106064 0.15106356566847912 0.014015464369214636 0.032077537528891753 0.035913939093006775 0.10121375053290649 0.084674352129695762 0.031106147326113387 0.011614788522564368
leaf_count=25 29 58 5 21 28 36 2612 53 19 33 15 41 4 22 92 28 34 43 22 40 42 26 172 150 157 11 67 34 24 91
internal_value=-8.42719e-06 -0.0141621 -0.0618771 0.0291304 -0.00747525 0.014802 7.78521e-05 -0.006259 0.00266021 0.000321026 0.00262342 0.0115796 0.0321277 0.0650949 0.000719171 -0.00133449 -0.00524865 -0.0166202 0.00640431 -0.000425647 -0.00905793 -0.00246561 -0.0815403 8.45963e-05 -0.0229541 0.0207871 -0.0564049 0.0621333 0.0068456 -0.0493742
internal_weight=51.1001 0.309614 0.147284 0.16233 0.0805963 0.0327763 50.7905 1.87703 1.19129 48.9135 11.9782 2.10024 0.932868 0.39456 9.87796 8.51254 5.65323 1.44216 2.85931 36.9353 2.06135 1.8895 0.171851 34.8739 0.310616 0.134604 0.176012 0.0986898 0.0747985 0.0436923
internal_count=4034 177 99 78 49 41 3857 97 44 3760 334 100 59 55 234 142 92 58 50 3426 280 68 212 3146 534 195 339 184 272 248
is_linear=0
shrinkage=0.1


Tree=272
num_leaves=31
num_cat=0
split_feature=9 21 9 0 6 18 19 22 15 8 22 5 16 7 18 7 5 7 20 22 22 18 23 13 23 21 18 19 20 20
split_gain=0.00638822 0.0354855 0.0583795 0.0183157 0.0757004 0.0227453 0.0172321 0.0273832 0.0184849 0.0647929 0.0167025 0.0375649 0.0157771 0.0119405 0.0128107 0.0802373 0.0917311 0.0109347 0.0133724 0.00982133 0.0179425 0.0413914 0.0275266 0.0906194 0.030848 0.00783018 0.111441 0.119656 0.012254 0.0520136
threshold=186.68586460755003 15.475979305150002 182.80199813410005 85.732241321850012 16.555386813950005 12.909082926650003 13.051052998800001 -0.15352999999999997 34.139075990150012 7.7439566930000003 -0.083064999999999986 27.973578737350003 17.144959907600004 22.575645983950004 13.043896815850003 22.792619241600004 20.872540794500004 22.649177329550003 47.927946529500012 0.26941000000000009 0.10957500000000002 13.843998451900001 0.11082500000000002 102.94912718925001 0.090735000000000024 1.0000000180025095e-35 14.266702464150002 13.351077205700003 36.257608591500009 38.334060527150008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 12 4 -2 -5 7 17 9 -8 11 -6 -3 -7 -15 16 -16 18 -1 20 25 -22 23 -23 -25 26 -17 -28 -27 -30
right_child=3 2 -4 5 10 13 8 -9 -10 -11 -12 -13 -14 14 15 19 -18 -19 -20 -21 21 22 -24 24 -26 28 27 -29 29 -31
leaf_value=-0.10018265509698521 -0.10096073247726239 0.051092734207886049 0.093687825538532443 -0.029297629404274769 -0.10063502382086931 0.013269918255885678 0.0048070283158450113 -0.098452154365301262 -0.00016546150388856371 0.087722037583283355 0.00076379636212859595 0.038631961426326522 -0.10059232732152242 0.0083713473621285766 -0.093426870749256472 0.071354684294322387 -0.0025182292170508251 0.074104659221051458 0.034869659700967864 -0.01242667075885805 0.053861618039668407 0.011510990841406332 0.019930291684666469 -0.016691719926734988 -0.098889285828537482 0.012396110742343144 -0.099122120010711093 0.0069007325001069972 -0.024332084299999508 -0.00013429259719410934
leaf_weight=0.013245449284106092 0.09127825543077861 0.0095161716695634224 0.098447470198152587 0.26484687672927876 0.05039357193527394 0.67746163596166198 0.6191028122216834 0.043353047297452041 3.2748091288867727 0.1111688440432772 0.66463257794180208 0.031458796365768649 0.024539898281560113 1.7147700189379964 0.19780071525019494 0.22256520652444922 0.25292363825428765 0.017577594722576251 0.016421488505137916 0.62668551533988548 0.19385316493571636 0.58855454380932293 0.64341182569114608 0.073986366391181946 0.11924111688858829 0.72762050415394597 0.12345842335980706 0.77254576972336508 0.90967388561519058 37.82627360056216
leaf_count=190 112 86 16 26 51 21 314 595 93 33 81 18 51 23 11 35 35 262 27 59 21 54 18 14 33 60 93 44 160 1398
internal_value=-7.50084e-06 0.00371488 0.0546477 -0.000343993 -0.014997 -7.67557e-05 0.0020671 -0.0410604 0.00304267 0.0174291 -0.00448556 -0.0471097 -0.0582075 9.26973e-05 -0.000105711 -0.000441586 -0.0424136 0.0116041 -0.0254274 1.30488e-07 0.000184668 0.0105079 0.00461102 -0.00799684 -0.067416 -0.000227185 0.00802341 -0.00770792 -0.000461043 -0.000702553
internal_weight=51.0016 4.22818 0.132504 46.7734 0.837763 45.9357 4.09568 0.0905976 4.00508 0.730272 0.746485 0.0818524 0.0340561 45.6708 44.9934 43.2786 0.450724 0.0472445 0.0296669 42.8279 42.2012 1.61905 1.42519 0.781782 0.193227 40.5821 1.11857 0.896004 39.4636 38.7359
internal_count=4034 1667 153 2367 262 2105 1514 1074 440 347 150 69 137 2079 2058 2035 46 479 217 1989 1930 140 119 101 47 1790 172 137 1618 1558
is_linear=0
shrinkage=0.1


Tree=273
num_leaves=31
num_cat=0
split_feature=18 7 21 20 8 17 7 18 19 16 21 0 20 21 21 2 7 23 0 21 16 15 7 7 7 23 23 17 3 23
split_gain=0.00544488 0.0925134 0.0646517 0.0982105 0.0820638 0.0354872 0.0322664 0.0434381 0.0429426 0.0333165 0.104471 0.0424729 0.10447 0.0313424 0.0272902 0.128602 0.0436687 0.0247651 0.0590159 0.0241311 0.0215492 0.016562 0.0528187 0.0543278 0.074632 0.0224967 0.0330127 0.0231407 0.050115 0.0200383
threshold=13.455547561900003 23.203497038450006 2.5447591590000003 38.179089776100007 8.2435668022500028 193.50449793755004 23.314707969200004 13.531614672700002 14.351157895250003 22.654947022900004 6.6652228847500004 86.329079026800017 41.685324604100011 7.9499782602000009 14.70115454445 168.84984911130002 24.876210878000006 -0.10565499999999999 96.959242474650011 15.974186315300003 22.574947209950004 33.762789462050002 22.835261448650005 22.695144739300002 22.444423115000003 0.091290000000000024 0.087795000000000026 188.19076296340003 93.216908757050007 0.10433500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 13 21 8 -8 -3 11 -11 12 -9 -5 17 -16 -17 18 -13 -18 -6 22 23 24 -1 26 -23 -27 -29 -30
right_child=1 6 3 4 20 -7 7 9 -10 10 -12 14 -14 -15 15 16 19 -19 -20 -21 -22 25 -24 -25 -26 27 -28 28 29 -31
leaf_value=0.003062646909184927 -0.10136255696558168 -0.0043815767668800186 0.10002391736097074 0.084582349195038806 -0.043737065507158779 0.022689387568463892 -0.026688920768257005 0.037209027870563384 0.10019345654954373 0.076810618324484894 -0.0039492858119232642 0.053494461137061161 -0.10335079629765852 -0.070607065562519555 -0.10083327048153877 0.092484791049905493 -0.10135570843471108 -0.00057149384761482789 -0.10046345895207515 0.073586786374944854 -0.10392094799935991 -0.0022741825451984025 0.095165698677999719 -0.08423587803880056 0.10078629015144087 -0.0019146890193827697 -0.023931181885566047 0.028342871226391939 0.011061294543456234 -0.0024164753037783752
leaf_weight=0.75729617745332944 0.13870483354461249 0.083142587500676934 0.056520014355605497 0.056836286555324023 0.12838129182273406 0.74582279826927234 0.6141506660078474 0.091055160635739152 0.074411038660400664 0.23169760602468059 0.5189164595794864 0.18940727180439765 0.12611440522493922 0.016878663838122421 0.055982961581199642 0.16210328374535976 0.020301509349657465 28.488770831557375 0.028666261477653165 0.012891568597382275 0.1108741373209341 5.5572460233879637 0.072639798685486312 0.061455934308469296 0.087142023956403136 6.0193579095048317 0.80593278447122418 0.92080348404124368 1.8011943517244615 2.8463582789263455
leaf_count=654 58 36 14 60 33 60 18 10 15 67 7 30 50 123 43 36 31 2004 146 54 13 147 11 7 6 128 48 29 45 51
internal_value=-9.10085e-06 -0.000830508 -0.0431482 -0.0212948 -0.043204 0.00129369 -0.000129945 -0.000362808 0.0450082 0.000177466 0.0209795 -0.000357723 -0.0444167 0.0490483 -2.73053e-05 0.0327847 0.0710872 -0.000314518 0.0332563 -0.0334113 -0.0716271 0.000450693 0.0131197 0.00654078 0.0131473 -0.000239916 -0.00501716 0.00238342 0.00702965 0.00280694
internal_weight=50.8811 31.2058 0.508195 0.36949 0.31297 19.6752 30.6976 30.5401 0.157554 29.9259 0.750614 29.1753 0.21717 0.073715 28.9581 0.251279 0.195296 28.7068 0.218074 0.0331931 0.239255 18.9294 0.978534 0.905894 0.844438 17.9509 6.36318 11.5877 5.56836 4.64755
internal_count=4034 2848 301 243 229 1186 2547 2496 51 2478 74 2404 60 183 2344 164 121 2180 176 85 46 1126 678 667 660 448 195 253 125 96
is_linear=0
shrinkage=0.1


Tree=274
num_leaves=31
num_cat=0
split_feature=2 15 15 9 9 22 15 8 7 12 6 22 19 2 10 13 16 7 6 17 22 22 23 10 17 3 20 23 7 9
split_gain=0.00583749 0.0375533 0.0599952 0.0352193 0.0521584 0.0473833 0.0366362 0.0489114 0.0373665 0.0343203 0.0319697 0.0456291 0.0272697 0.0239651 0.020712 0.11269 0.0216955 0.0911506 0.105506 0.0240241 0.0594754 0.0490654 0.0405596 0.0395332 0.0221875 0.018313 0.017497 0.0449726 0.066174 0.0395435
threshold=151.26092141510003 23.735720730600004 20.729785921300003 191.72037998490001 191.03141765810003 -0.021784999999999999 40.974857724300008 8.1436447804000007 19.174878202900004 203.99417607120003 13.865323961050001 0.22598000000000004 12.851036860900001 201.70502722175004 75.408562100950022 103.23410375110002 19.764953780900004 26.459406588900006 14.865347326450001 201.71342726775001 -0.083424999999999985 -0.039434999999999998 0.09450500000000002 64.184249406300026 208.33805927010005 91.017750006350013 34.883496062400006 0.096995000000000012 24.268610899850003 195.94564826430005
decision_type=2 2 2 2 2 2 2 2 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 10 4 5 6 7 8 -3 -7 11 12 -2 -4 16 -16 17 18 -5 -18 22 -22 24 25 -21 -23 27 28 -1 -29
right_child=1 3 13 14 -6 9 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 19 -19 -20 20 21 23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.091137888610544004 0.058564408052346743 0.054485700545321862 -0.10231988949221185 -0.10118851229695419 -0.10356358488776903 0.094688601056166638 -0.078876201424587969 0.097673958469574551 -0.10106450636943609 -0.02639931160907226 -0.079575041004317962 -0.10113632656000771 -0.10033455970692995 0.011911803360674197 -0.0026355462961622452 0.095568292528455764 -0.0010298605647986478 0.0064304416097506522 0.033017387233021799 0.06035927530291553 -0.011962514254836746 0.1002161585971513 0.098849513995511173 -0.0096992969621405856 -0.028694738819716958 0.032690513960358457 0.00065732116138096826 -0.077009737984502058 -0.10063291517061844 0.047901724914332332
leaf_weight=0.12381217776886444 0.1215888044393364 0.023850576407312474 0.1180130615702808 0.20336504625811969 0.078185535967350006 0.057861201787548278 0.10957166313164635 0.036282617133110762 0.043811497191789783 0.039309390688600843 0.039475676980742946 0.025669001597847796 0.011853236319751659 0.021750496132298736 0.61479056926418607 0.14427042650640942 16.977209334096646 0.58255820328668051 0.082277441368205473 0.055487852161604678 0.66673414682833254 0.088764014129991464 0.12180123222060502 0.10242256300989538 0.056427981093293056 0.073351695016754093 30.019040132233897 0.058712862444963321 0.021053526062807748 0.044592249272682238
leaf_count=100 633 43 86 142 8 27 36 3 91 37 80 61 33 74 93 13 347 31 17 14 61 27 14 14 28 19 1805 24 51 22
internal_value=-6.51999e-06 -0.00130963 -0.0343486 -0.00075508 -0.0305579 -0.0121857 -0.038531 0.00399823 -0.0462338 0.0457037 0.000977608 0.0209628 0.0444499 -0.0845428 -0.000168848 0.0160295 -0.000815628 -0.0162584 -0.0625314 -7.66112e-05 0.0138149 0.00249578 0.0589174 0.038936 0.0154582 0.0696632 0.000875933 0.0273194 0.0632676 -0.023091
internal_weight=50.7639 20.4967 0.33835 20.1583 0.388872 0.310687 0.213516 0.103945 0.0676621 0.0971706 0.198587 0.159111 0.133442 0.139764 19.7695 0.759061 19.0104 0.868201 0.285642 18.1422 1.16499 0.931272 0.233717 0.264538 0.111916 0.162116 30.2672 0.248171 0.144866 0.103305
internal_count=4034 2032 967 1065 245 237 173 137 134 64 807 727 666 160 820 106 714 190 159 524 177 121 56 60 42 46 2002 197 151 46
is_linear=0
shrinkage=0.1


Tree=275
num_leaves=31
num_cat=0
split_feature=8 22 8 22 20 21 2 12 17 22 20 22 18 5 6 9 18 3 9 8 13 8 23 5 21 9 6 5 2 23
split_gain=0.00562245 0.0543556 0.0218966 0.0195854 0.0302152 0.00851185 0.00758461 0.00644849 0.0236762 0.0143416 0.00713582 0.0367408 0.0354586 0.0375984 0.0290226 0.138163 0.0407338 0.0379526 0.161827 0.028186 0.0265921 0.0860038 0.0341947 0.0231172 0.0211701 0.104565 0.0696479 0.067079 0.0449597 0.0336145
threshold=8.9430209551500024 -0.08786999999999999 9.6424751081000029 -0.14429 39.792680591700012 1.2836917531000001 175.11059598075002 82.696898122450008 183.19621122360005 -0.046635000000000003 39.685256516350002 -0.12546499999999997 13.276755824150003 15.120347274900002 14.825346391850003 199.68228938305 14.444150028100003 83.326071295150015 198.49982034990003 6.2451263653500009 113.97180552410002 8.1436447804000007 0.10301500000000002 17.324237253850004 1.8400491212500001 194.04304600165003 14.815346158200002 16.078966488550005 197.87172150825003 0.080515000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 6 4 -2 -4 -3 8 9 -1 11 12 19 -14 17 20 -17 23 -19 -9 21 -16 -22 -13 25 29 27 -27 -28 -12
right_child=1 2 5 -5 -6 -7 -8 10 -10 -11 24 14 13 -15 15 16 -18 18 -20 -21 22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.0089645441181878602 -0.072152937927866811 -0.1006910063655579 0.06795894652323263 0.069762673248602053 0.046397146075391756 -0.036692671157328972 -0.042551668066543251 -0.1001071410309399 -0.020539507563723705 0.0130928952018468 0.044311937025202572 -0.0017686400011616534 0.020163987630238741 -0.088131685755940867 0.038579945501288487 0.096567156147863709 0.031811718045925606 0.0051275150694724027 -0.092523606594082375 0.10014978975514999 0.025062665645515843 -0.048944133302642856 -0.00047115289873412382 0.014750836819018703 -0.00052746449181139928 0.050816488447193081 0.094659462511888545 -0.10110270445953287 0.0082528204293509447 -0.079151250396159611
leaf_weight=0.55041184982110281 0.036975888830056647 0.070790810643756141 0.014895563450409099 0.062977031302580144 0.051364438284508651 0.016251419345735485 0.032851293351200184 0.0094316772351693556 0.6819060349907885 0.6346738822936675 0.027359039196382606 2.7342520167000246 0.043722441207478369 0.12017570839524438 0.17503460590182918 0.2130464466754346 0.17855516367126256 0.67653958370303247 0.22652926593582379 0.027583341754507273 0.78892464819364283 0.31308982567861676 1.5646823109709656 1.2273736362112684 39.640246820372859 0.061498980732721975 0.21295410837956297 0.055108742828451796 0.083960319196648925 0.11368865000856943
leaf_count=25 16 37 5 29 33 36 21 131 53 19 99 302 181 82 41 29 22 39 94 13 51 31 31 36 2370 53 29 31 46 49
internal_value=-6.26631e-06 -0.013985 -0.0601673 0.0271528 -0.00322339 0.0133553 -0.0822627 7.3149e-05 -0.00569391 0.00284834 0.000295179 0.00296482 -0.0392776 -0.0592421 0.00401286 0.011356 0.0670412 -0.000867774 -0.0193677 0.049123 0.00368236 -0.0175592 0.00808774 0.00334935 -0.000256017 0.0191469 0.0445068 -0.0209804 0.0702257 -0.0552031
internal_weight=50.6469 0.286106 0.134789 0.151317 0.0883403 0.031147 0.103642 50.3607 1.86699 1.18509 48.4938 8.29894 0.200913 0.163898 8.09803 3.23333 0.391602 4.86469 0.903069 0.037015 2.84173 0.488124 2.35361 3.96163 40.1948 0.55457 0.413522 0.116608 0.296914 0.141048
internal_count=4034 177 99 78 49 41 58 3857 97 44 3760 1083 407 263 676 205 51 471 133 144 154 72 82 338 2677 307 159 84 75 148
is_linear=0
shrinkage=0.1


Tree=276
num_leaves=31
num_cat=0
split_feature=9 21 9 18 9 16 19 22 22 21 15 8 20 7 5 7 15 7 21 22 22 9 8 20 13 15 23 15 23 23
split_gain=0.00532413 0.031216 0.0500774 0.0165728 0.0794018 0.0146918 0.0140476 0.0245115 0.014913 0.0409502 0.0173756 0.0164717 0.0264184 0.0120105 0.0923487 0.0650569 0.0751476 0.0213138 0.0526314 0.0391085 0.0139156 0.00945978 0.00915817 0.0160352 0.00877815 0.0189782 0.0140325 0.014098 0.00797933 0.067463
threshold=186.68586460755003 15.475979305150002 182.80199813410005 12.885811969150001 194.45262321395003 17.144959907600004 13.051052998800001 -0.15352999999999997 -0.117885 7.3575695755500012 24.719476717350002 6.2451263653500009 47.709122305950011 22.720542346200002 20.872540794500004 22.620600126450004 36.742238227650013 22.907491544400003 12.510904521150001 -0.117885 -0.061874999999999999 185.90443620030001 7.2443465838000014 47.927946529500012 117.54207792135001 41.29990759910001 0.090390000000000012 33.423812040500003 0.10249000000000003 -0.046510000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 4 -2 -3 7 22 9 11 -11 12 -8 14 -5 16 -16 18 19 -15 -21 24 23 -1 25 26 27 -10 29 -6
right_child=3 2 -4 13 28 -7 8 -9 21 10 -12 -13 -14 17 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10013320604062124 -0.081590878788350571 0.049361296895639707 0.092794985322553217 -0.0038769152241883869 -0.082645831471244866 -0.10053190544866245 -0.076675152478605721 -0.097331360681944881 0.059551840309401895 0.043135219900529737 -0.077622273774143824 0.10035095058345855 0.10005619065301863 -0.011838752493674262 0.061861645091388563 0.076290099567663028 -0.057500475586482996 7.0706308114578865e-05 0.0031400615708717496 -0.076869805956277959 -0.036423098209964151 0.013224001294889388 0.10016563946069612 0.041110569066020584 0.0020528871112660196 -0.001543838346329906 -0.062680772000378526 -0.04872125595379543 -0.0056242467776206678 0.066907504679310073
leaf_weight=0.012827552166950751 0.14482757169753213 0.0093761197265535001 0.08733217854751274 1.7104221862064144 0.043542598526983056 0.021610082220561821 0.016387475530678208 0.038373703502824097 0.022876044273744678 0.017909143491124269 0.035603678648953974 0.065898625209229067 0.017480741458712146 0.50800064273789769 0.10703348559036374 0.28502453704459185 0.10399077003671664 41.251544521104982 1.1943330524645714 0.16186024541048039 0.17927617189820844 0.58832104597240675 0.0093143805861473083 0.021526096110560999 2.5918181519245991 0.50145593241904862 0.10345125263120281 0.02535474015166983 0.55697916552617244 0.098161887953892801
leaf_count=333 20 86 16 26 19 51 148 595 51 36 46 18 13 7 20 34 35 2059 26 25 22 27 2 144 68 8 15 10 26 48
internal_value=-5.29622e-06 0.00340974 0.0540432 -0.000313819 -0.0142026 -0.0551757 0.00193728 -0.0390228 0.00278022 0.0333665 -0.0372083 0.0712214 0.014543 -5.63474e-05 0.00714042 0.0451292 0.00304111 -0.000423121 -0.010392 -0.0294252 -0.055614 0.00155718 0.0122164 -0.0116294 -0.000558055 -0.0109189 -0.0419127 0.00263308 -0.000233919 0.0209531
internal_weight=50.5319 4.18692 0.118318 46.345 0.843511 0.0309862 4.0686 0.0820417 3.98656 0.15328 0.0535128 0.0997668 0.0338682 45.5015 2.20647 0.496049 0.211024 43.295 2.04347 0.849137 0.341136 3.83328 0.043668 0.0343536 3.24496 0.653138 0.151682 0.0482308 0.698684 0.141704
internal_count=4034 1667 153 2367 113 137 1514 1074 440 261 82 179 161 2254 115 89 55 2139 80 54 47 179 479 477 152 84 76 61 93 67
is_linear=0
shrinkage=0.1


Tree=277
num_leaves=31
num_cat=0
split_feature=8 22 2 9 9 21 15 23 22 22 8 20 7 17 15 5 7 3 21 20 6 22 18 22 9 15 21 21 17 23
split_gain=0.00604361 0.0478514 0.0194075 0.0283056 0.0189661 0.00572337 0.0564286 0.0441271 0.057412 0.0434765 0.0253717 0.0243264 0.0690547 0.0701013 0.023926 0.0599993 0.118329 0.0251034 0.146773 0.0226545 0.11491 0.0437556 0.0210529 0.105948 0.0668289 0.0405931 0.0226956 0.0368599 0.0488474 0.0197172
threshold=8.9430209551500024 -0.08786999999999999 73.245799595050016 215.54845996915003 218.97685776085004 3.2025200283000004 44.190294328500009 -0.092630000000000004 -0.10423499999999999 -0.063749999999999987 8.7431769115000026 42.522337019050006 24.607636026300003 190.69924117675001 39.296024648600003 20.911722254300006 24.175586727800006 94.972471916200007 0.2796341810500001 41.092444989200011 16.455384477450004 -0.010319999999999999 12.885811969150001 -0.044409999999999998 195.94564826430005 33.593648142250011 4.4092399769000012 4.8542393434000006 191.86029796145002 0.09450500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -3 6 7 8 10 -8 -1 14 13 -13 15 19 -17 18 -16 -9 21 -21 23 24 25 -7 29 28 -28 -24
right_child=1 4 3 -5 -6 22 9 11 -10 -11 -12 12 -14 -15 17 16 -18 -19 -20 20 -22 -23 26 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.092487126965326627 0.061027697518555128 -0.10056995984817155 -0.087936213000196994 0.039716327700948822 -0.02322151244452203 -7.2789253694820099e-05 -0.091899676354441795 0.00078116293957309962 0.073048951697259723 0.006910679719372103 0.10028175739579004 -0.048228622531928639 -0.074043017941776867 0.099565147199940765 -0.005000798586166387 -0.094597744302787251 -0.0035176965609928982 6.2097068565537144e-05 0.082506025472971423 0.088916482554434698 -0.10500593147156537 -0.020779660929770488 -0.0033982097413110708 0.089961166286756267 0.058140767778864767 -0.099974972924816718 0.03391642648187209 -4.2031753252781182e-06 0.0032663820182256085 -0.020688919264377825
leaf_weight=0.035172356519832526 0.072497449273214443 0.059833654105886036 0.029309406607353594 0.042644082230253844 0.067423912702622602 0.053648796435254553 0.11128691544035973 6.3624486021052462 0.17615566054389642 0.074232691489215408 0.0084724165499210358 0.042358102059552816 0.045925908333700249 0.13243367564427899 0.57580444178893209 0.19657819283209921 0.51986969417339424 0.87060352030675858 0.28731532689744199 0.15978171740312064 0.049978555063717067 0.047075403117105341 7.5365090467921778 0.063998768022847652 0.044760655029676855 0.16815816413145512 0.75572315240211496 29.472562209330651 1.6668160730274193 0.72275331429773348
leaf_count=198 29 63 21 28 36 173 59 512 80 14 1 24 38 61 32 83 35 16 46 87 13 34 415 131 5 26 28 1651 50 45
internal_value=-4.17592e-06 -0.0148781 0.0245112 -0.0122814 -0.059589 7.63606e-05 0.00225869 0.00332423 0.0476097 -0.0523623 -0.0550664 0.00227646 0.0350784 0.0637496 0.00147818 -0.00101878 -0.0285081 0.0120433 0.0241285 0.00195657 0.0310742 0.0639524 -0.000446272 -0.0255794 -0.0533189 -0.0758115 -0.000239367 0.000970431 0.0128278 -0.00491129
internal_weight=50.4521 0.271709 0.144451 0.0719535 0.127258 50.1804 9.69549 9.50997 0.2198 0.18552 0.0436448 9.29017 0.220718 0.174792 9.06946 7.33573 0.716448 1.73372 0.86312 6.61928 0.256836 0.206857 40.4849 0.330566 0.266568 0.221807 40.1544 31.8951 2.42254 8.25926
internal_count=4034 177 78 49 99 3857 1333 1260 279 73 199 981 123 85 858 764 118 94 78 646 134 121 2524 335 204 199 2189 1729 78 460
is_linear=0
shrinkage=0.1


Tree=278
num_leaves=31
num_cat=0
split_feature=18 7 15 18 17 16 21 0 20 7 23 23 6 20 15 7 7 7 9 6 21 3 17 8 17 17 3 17 18 18
split_gain=0.00606654 0.0761453 0.0434211 0.0335052 0.0317636 0.0247886 0.0819779 0.0395155 0.09453 0.0223979 0.0214825 0.0324818 0.0731942 0.0206982 0.015974 0.0443644 0.0428219 0.0641204 0.0211175 0.0193826 0.045445 0.126632 0.01854 0.018443 0.0168403 0.0274138 0.0645278 0.0225297 0.0144512 0.0281997
threshold=13.455547561900003 22.938075114600004 31.385732506450001 13.531614672700002 193.50449793755004 22.654947022900004 11.798219863050003 86.329079026800017 41.685324604100011 22.356277907050004 -0.26753499999999997 -0.10565499999999999 14.205331905300001 33.708131650200009 33.762789462050002 22.835261448650005 22.695144739300002 22.444423115000003 191.72037998490001 16.375382608200002 9.6671863198000008 92.324340657750014 186.26099832155003 9.3427090425500019 188.10488866565001 190.94474013770002 93.281431752200021 189.19102531915004 13.043896815850003 12.993189857450002
decision_type=2 2 2 2 2 2 2 2 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 9 -3 14 7 -7 8 -5 -2 13 12 -12 -9 15 16 17 18 22 20 21 -16 -1 -20 28 26 -26 -28 29 -21
right_child=1 3 -4 5 -6 6 -8 10 -10 -11 11 -13 -14 -15 19 -17 -18 -19 23 24 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0055426415666651914 -0.10016170641197296 -0.021145998324842985 -0.098972639341885799 0.033617093613971555 0.021740451693832045 0.069930401567440278 -0.0033754125540288722 0.039412601711501183 -0.10294821910731913 0.058964336055869496 -0.10061341658285426 -0.00028602847896643625 0.066792726279214829 -0.10084219098060017 0.011637796689732697 0.094246176825726141 -0.078805280368176439 0.10070637803984231 -0.10119511429523501 -0.0027693138922254704 -0.00073195419204736655 -0.10285288531605802 0.083551629757119605 0.010605445962568417 0.034914485748105191 -0.0014870353057885076 0.014259722630285116 -0.0023181242717036097 -0.0094997945596130631 0.01889034937352663
leaf_weight=0.64920460298154736 0.012116836636503758 0.76702864970957563 0.12249230463953609 0.089165309116657876 0.7371068392444603 0.21597989567817322 0.5194665901362896 0.014365097024952145 0.11745159950004336 0.032763937612912741 0.030993383393819296 28.72022058067369 0.1660211232454003 0.039329637806677198 0.21280096680857497 0.063167275582600269 0.053982743236701936 0.075881409225985408 0.033982551714871079 4.3031928632185581 1.1289155972372098 0.17692505199192965 0.031966410126528899 0.026078408310922896 0.81250342074781468 4.7500150914997903 1.2840044750903419 2.2674783615711931 2.180055873397805 0.69868788720214059
leaf_count=592 158 45 19 10 60 70 6 13 56 59 103 2210 23 76 23 11 7 6 8 122 31 24 16 38 27 73 37 53 42 16
internal_value=-3.12719e-06 -0.000875685 -0.0681419 -0.000508717 0.00137818 2.04635e-05 0.0181524 -0.000436569 -0.0440136 0.0160038 -0.000125784 -8.44298e-06 0.0404572 -0.0633194 0.000577644 0.0133236 0.00745552 0.0131544 0.00419148 -9.0802e-05 -0.0108959 -0.0403379 0.0092035 -0.0526514 0.000916144 0.0037698 0.00949164 0.00367544 -0.00270519 0.000256217
internal_weight=50.3333 30.8474 0.167373 30.68 19.4859 29.913 0.735446 29.1775 0.206617 0.0448808 28.9709 28.9172 0.197015 0.0536947 18.7488 0.934263 0.871096 0.817113 0.741232 17.8146 1.51864 0.389726 0.681171 0.060061 16.2959 9.114 4.36399 3.55148 7.18194 5.00188
internal_count=4034 2848 236 2612 1186 2567 76 2491 66 217 2425 2336 126 89 1126 678 667 660 654 448 78 47 608 46 370 190 117 90 180 138
is_linear=0
shrinkage=0.1


Tree=279
num_leaves=31
num_cat=0
split_feature=20 20 2 14 20 16 22 18 23 12 12 0 2 12 3 7 9 7 7 20 20 22 2 15 22 22 7 20 20 8
split_gain=0.00570116 0.0307268 0.0323217 0.0430518 0.0278838 0.0342931 0.116177 0.0729924 0.0323383 0.0205522 0.081199 0.0514665 0.0184919 0.0443356 0.0516484 0.0181699 0.0165132 0.0160939 0.0131772 0.0275761 0.0190093 0.0151935 0.0140768 0.0131526 0.0119705 0.0148218 0.0829334 0.0435696 0.0303343 0.0263351
threshold=38.400997490450003 38.748048509250005 49.864842700850012 148.67011998770002 38.244973486750006 19.644954061550003 -0.046635000000000003 13.843998451900001 -0.26753499999999997 93.660658182900008 227.20419929940002 94.047642319350018 100.60547560250002 82.696898122450008 87.162501047250018 23.032902590750002 216.65333892300001 22.407814303000006 22.105125139000005 41.32819714970001 39.011793722550003 -0.23783499999999999 315.94243452415003 43.216642080150002 0.23835000000000003 0.12351500000000003 23.150522195450005 42.522337019050006 40.664404858950007 8.3434888241000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 7 17 -9 -8 11 -11 13 -7 -15 23 -17 -1 19 20 -5 -21 -23 -14 25 -20 -27 28 -28 -29
right_child=1 2 3 18 -6 12 9 8 -10 10 -12 -13 15 14 -16 16 -18 -19 24 21 -22 22 -24 -25 -26 26 27 29 -30 -31
leaf_value=-0.051880661151336618 -0.021331865336503872 0.04744046102422992 -0.066495021563210313 0.018482643229001623 0.021784761417693005 0.0029963563502758118 0.0032004677650978087 0.078303260514225981 -0.098674657764763377 0.069038874429635688 0.08849192470587848 -0.089057443812101733 -0.014665879573040417 0.009227165037955988 0.094077303288425521 0.020681943556428738 -0.0027236417800420958 0.10038081940876208 7.1217346179601511e-05 -0.052500434994079304 -0.094959756825991226 0.038072386574551365 -0.10010448478230967 0.0035238665994127096 -0.01372963916393647 -0.067480660661581815 0.015417751409905195 0.038007639604585225 0.095682962750806663 -0.10233301068299389
leaf_weight=0.0093324792946704038 0.69115184023016141 0.14266631615465186 0.09783960307230799 0.0190911774989172 0.68876627853546768 0.56961728697933756 1.6068187971293344 0.010816810476782734 0.2269531099283677 0.02437785078086574 0.04453510201782418 0.13256134857253699 0.72194523074358607 0.14503680635243654 0.14195029925758718 0.75953150916029677 0.49978385656140745 0.027100551989860833 41.628010037371119 0.033927168391358009 0.065278013627221299 0.083377892568233136 0.0080880293876788301 0.88460577564546838 0.62228258844271422 0.081224750602280404 0.071120434578574532 0.026606947446282447 0.1393200680361133 0.026878988370299339
leaf_count=148 62 26 31 5 30 20 37 20 309 25 21 127 41 12 37 49 4 6 2222 186 103 222 58 7 93 37 30 41 22 3
internal_value=-3.69874e-06 -0.000414206 -7.83471e-05 -0.000236362 0.00276117 0.000503994 -0.00977208 -0.0704271 -0.0906234 -0.000574568 -0.0306816 -0.0644999 0.00625283 0.0191446 0.051196 0.00239949 0.011393 0.0613784 -8.49153e-05 -0.0250873 -0.0692899 0.00465381 0.0258539 -0.00465017 3.82096e-05 0.000242328 0.0208796 0.048073 0.0685565 -0.0325196
internal_weight=50.2306 43.7369 43.0457 42.903 6.49373 5.80497 2.0825 0.274203 0.23777 1.80829 0.201474 0.156939 3.72247 0.856604 0.286987 2.86587 1.25932 0.036433 42.8052 0.209762 0.0843692 0.125393 0.0914659 1.60655 42.5954 41.9732 0.345151 0.263926 0.210441 0.0534859
internal_count=4034 3141 3079 3053 893 863 693 483 329 210 173 152 170 69 49 101 53 154 3022 574 108 466 280 48 2448 2355 133 96 52 44
is_linear=0
shrinkage=0.1


Tree=280
num_leaves=31
num_cat=0
split_feature=8 22 9 21 8 0 20 0 9 9 22 8 3 7 7 7 18 18 18 7 16 7 9 18 21 6 7 20 14 5
split_gain=0.00576164 0.0416388 0.0182256 0.0155644 0.0190186 0.00603222 0.0221546 0.0854998 0.049872 0.0332302 0.0311371 0.0165623 0.0142701 0.0372066 0.104131 0.0174769 0.0132457 0.0188215 0.0239625 0.0750605 0.0704941 0.029049 0.101482 0.0836956 0.0773253 0.0350485 0.0249987 0.0118592 0.0110472 0.0542807
threshold=8.9430209551500024 -0.08786999999999999 218.97685776085004 3.8092755532000004 9.5425530862500008 85.812895065800021 41.385032804600009 85.705356740550016 187.45330412110005 185.90443620030001 -0.091639999999999985 8.2435668022500028 93.620177476600006 23.051546669900002 22.977992916200005 22.575645983950004 13.059010054600002 13.192618516750001 13.276755824150003 23.203497038450006 22.624947093000003 23.109894804950002 195.30595290385003 13.327513832500001 2.3925196316500004 16.445384243750002 22.356277907050004 39.420767558750008 162.62753922915002 16.569990495050003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 4 -2 6 -1 8 9 11 -9 -8 16 14 15 -14 27 -18 19 20 -19 22 23 -20 -25 26 -26 -7 29 -23
right_child=1 2 -4 -5 -6 12 7 10 -10 -11 -12 -13 13 -15 -16 -17 17 18 21 -21 -22 28 -24 24 25 -27 -28 -29 -30 -31
leaf_value=2.3620234126798956e-05 -0.066652212645772424 -0.10052504311073483 -0.022510737615260797 0.060459678806525287 0.037066203085887775 -0.00020645024346863594 0.0025207337661943339 0.092046464923170451 -0.10057541281271075 0.086921367827821949 0.029905154423573405 -0.064248714535293378 -0.045041016977062427 0.00021297845797408054 0.0032688295797584001 -0.090955330753898112 -0.010216766163858318 0.016328840511667313 0.089161872961318347 -0.0023328372026179042 0.098782458951351695 0.01945770205458492 -0.081569810710062446 -0.10362238178203453 -0.059331871211998802 -0.0093293722730970474 0.093211130954697172 0.014233657837415377 0.00073080843993046749 -0.012902747866797348
leaf_weight=4.2030676801695668 0.031295180426241131 0.054260700167559572 0.066825348223005676 0.061494818473875057 0.040635139605001314 1.0569555121653587 0.59798363991484371 0.15166932555621315 0.048608564324013059 0.045398212172585772 0.17216353744174739 0.039611389511264861 0.16273842751252177 2.0506399947335012 0.52019052508330788 0.16898936147663335 1.812104625003484 0.27776749161785008 0.090621734467277504 0.99960585776716471 0.16545140226298827 0.66843487177618444 0.19619925001461525 0.082957061927375619 0.013174899327598411 0.56252387852873653 0.058205509598174388 1.2312858228574439 32.195190348271431 2.3084240489988588
leaf_count=349 18 63 36 33 27 24 320 17 102 8 26 13 26 18 6 19 42 36 13 5 29 48 20 38 128 13 56 33 2387 81
internal_value=-3.77767e-06 -0.0150115 -0.0574703 0.0235207 -0.00805923 7.27988e-05 0.00327624 0.0162292 -0.0027069 0.00425839 0.0590095 -0.0016274 -0.000304717 -0.00708452 -0.0246502 -0.0684308 0.000166983 -0.000262262 0.000217251 0.0128549 0.0471084 -0.000286787 -0.0170616 -0.00138763 -0.0128344 -0.000953274 0.0650558 0.00756367 0.000191906 -0.00563641
internal_weight=50.1345 0.254511 0.121086 0.133425 0.0719303 49.88 5.2585 1.05543 0.731602 0.682993 0.323833 0.637595 44.6215 2.90256 0.851918 0.331728 41.7189 39.4307 37.6186 1.44282 0.443219 36.1757 1.00368 0.807483 0.716861 0.633904 0.0713804 2.28824 35.172 2.97686
internal_count=4034 177 99 78 45 3857 835 486 443 341 43 333 3022 69 51 45 2953 2896 2854 70 65 2784 268 248 235 197 184 57 2516 129
is_linear=0
shrinkage=0.1


Tree=281
num_leaves=31
num_cat=0
split_feature=21 23 7 20 22 6 13 17 22 17 9 5 15 10 16 16 23 19 7 13 2 20 23 0 19 17 17 9 15 19
split_gain=0.00596713 0.0569098 0.0792487 0.022297 0.0310063 0.045936 0.0299676 0.0193501 0.0160302 0.0103735 0.0644283 0.0381625 0.030834 0.049864 0.0343515 0.0291981 0.0221407 0.0189568 0.0211922 0.0164656 0.016375 0.0335814 0.0115548 0.0100664 0.0184903 0.0174289 0.00907584 0.0256174 0.0570847 0.106186
threshold=1.0000000180025095e-35 0.079355000000000023 24.966719032500002 38.539340721750001 -0.096529999999999991 14.365335643750003 109.72404167800001 218.69417577705005 0.05399000000000001 179.11813834395002 192.57902085675002 13.629286330650002 20.729785921300003 76.279622535200005 13.564968279200002 9.719977270450002 0.092465000000000033 13.051052998800001 21.725272673150005 95.862351557400004 93.57193670880001 47.927946529500012 0.10721500000000002 98.674478761850011 11.950964240300001 241.79519611995002 195.76335783930003 204.68881850780005 39.883592142850006 14.451165964200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 7 -5 -3 -1 10 20 -12 13 -11 15 19 23 -13 -19 -15 -2 22 -22 -16 -25 -26 -14 28 -28 -30
right_child=9 3 -4 6 -6 -7 -8 -9 -10 12 11 17 26 14 16 -17 -18 18 -20 -21 21 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=0.092142702187630168 0.0028826070738982943 -0.10144633311736956 -0.10196366789877997 -0.095457079894744612 0.00012494726203821991 0.080656146366797909 -0.0042732768192689525 0.064346120541725421 0.0071997505868750741 -0.10088381241899945 0.082207960216869477 -0.10122753290729657 0.00085471099829293297 -0.10059255709077025 0.10038272224091815 -0.10058467511135763 0.0083790331795364267 -0.080917861780695849 0.073555165315546261 0.1001039662606126 -0.10123737588216526 0.028238242013752291 0.091893484732964908 0.087435455313877752 -0.1002845905125678 0.090309733829724292 -0.003594033448122837 0.0021346698785202393 -0.080577534906181345 0.004439585226818219
leaf_weight=0.1516143318797244 1.0893901105364445 0.024015714541834821 0.027768544801731743 0.055031199555116816 2.3849360438195077 0.10676244582009531 0.10445581803651294 0.0099589299538180853 0.026031480398629014 0.02569223451174707 0.015675744120130619 0.11737256761671233 28.679847945327481 0.0053359887300992162 0.10023639544756691 0.026940197225627571 0.057080359525571112 0.022209191582533094 0.014799244920141064 0.017476475215516984 0.053220561189870952 0.0417851360794117 0.0032892977105802848 0.041557548884043172 0.012774380995608681 0.0076838579407194621 8.4413773793577604 7.7784899416172797 0.27883742130575306 0.31050726725470668
leaf_count=216 87 56 62 59 170 46 23 13 22 64 84 61 1038 206 18 205 28 42 8 6 417 91 4 65 44 9 335 467 33 55
internal_value=-2.78345e-06 0.00440752 0.0551383 0.000526622 0.0028165 0.0484276 -0.0357364 -0.0528479 0.0796955 -0.000273209 -0.00888729 -0.0664556 -1.77546e-05 0.03222 0.0449288 -0.0300902 0.0619458 -0.0815508 -0.0191459 0.0531597 -0.000644466 -0.0397345 -0.0899957 0.0807906 0.0491239 -0.0286998 -0.000226661 -0.0020717 -0.00569479 -0.0357847
internal_weight=50.0322 2.89057 0.205414 2.68516 2.52567 0.140737 0.159487 0.0339746 0.177646 47.1416 1.35774 0.170057 45.7838 0.294777 0.269085 0.0497527 0.219333 0.154381 0.0370084 0.0228125 1.18769 0.098295 0.0565099 0.162252 0.0620158 0.0204582 45.4891 16.8092 9.03072 0.589345
internal_count=4034 667 300 367 285 115 82 69 238 3367 794 195 2573 645 581 417 164 111 50 212 599 512 421 136 118 53 1928 890 423 88
is_linear=0
shrinkage=0.1


Tree=282
num_leaves=31
num_cat=0
split_feature=9 15 15 4 18 9 17 17 9 2 20 20 6 6 17 10 9 9 15 15 0 15 20 20 12 7 13 17 22 0
split_gain=0.00520276 0.0311093 0.0496241 0.0349914 0.0380883 0.0267608 0.0180595 0.0436436 0.103147 0.0343331 0.0252458 0.0496363 0.0239176 0.0877345 0.0479675 0.0782793 0.0176042 0.0640244 0.100434 0.0297954 0.0370485 0.0280462 0.019468 0.0566317 0.0516194 0.0553201 0.0617108 0.0412272 0.0325131 0.0349259
threshold=207.04102956050002 22.820574949650005 20.313914079200003 234.39952089600004 17.323446153950005 218.97685776085004 196.31479727660005 190.11254901275001 216.0493559571 73.245799595050016 42.622319549950006 43.847983878700006 14.825346391850003 16.395383075500003 200.79056394860001 67.074341896550024 203.06170522940002 202.37225149245003 25.020342488900003 28.504445985850001 97.991610396700011 32.393814985100008 36.620308449100001 37.038444968100009 90.84682862195001 22.747724408400003 113.97180552410002 193.82841840970002 0.051245000000000013 93.399723909900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 3 -2 -5 -4 7 -3 -9 -8 12 -12 -11 14 -14 -16 17 22 -19 20 -18 -21 24 27 -1 26 -26 -24 -27 -30
right_child=1 6 5 4 -6 -7 9 8 -10 10 11 -13 13 -15 15 -17 19 18 -20 21 -22 -23 23 -25 25 28 -28 -29 29 -31
leaf_value=0.00017011263271401081 0.083446796407556603 -0.00090826109551246463 -0.1014220663091413 -0.10078912274029117 0.037979411378617739 -0.0043473847131824152 0.051607941099038823 -0.090729507419811103 -0.0061243834018402101 -0.0011686652643697979 -0.062501332433562595 -0.0009347815333676044 0.097526699391648208 -0.00093140608164055778 0.070126751611155488 -0.039371159907434949 0.031641165013148169 0.00075623083313902477 -0.068408876107506719 -0.019076628691798988 0.0035592707721332512 0.0037732154278571095 -0.10250943599279667 4.0410262410542786e-05 -0.074253811285597895 0.079772235076234044 0.072674244934535101 -0.0080740518254506562 0.10025526236482357 -0.10091410146514948
leaf_weight=1.0901538077712274 0.043233195267474822 2.6866168416893275 0.10595447948799119 0.037912537114152656 0.041353772798352395 0.038796036716547633 0.13809134927578259 0.19511200746330803 0.55114791397227236 3.2380601969766758 0.17667025232907452 0.50603064081224147 0.15218358725542191 1.0985243802219882 0.16786967869848013 0.1068412288732361 0.82620382383902224 0.51910743439986973 0.35251778838119208 0.60973948786704557 1.0891025950232913 4.5130571591826083 0.092796664076529534 31.073262754793006 0.070773845711319505 0.24276689489465841 0.047955229777016939 0.092121665271861275 0.014218718744814396 0.021958023296384965
leaf_count=53 93 114 49 26 124 29 17 64 26 172 60 12 18 48 31 26 45 17 39 74 88 144 37 2214 77 150 95 19 2 71
internal_value=-3.62348e-06 -0.0021395 -0.0357631 0.0110783 -0.0283926 -0.0754041 -0.00114296 -0.00685082 -0.0282447 0.00236588 0.00111732 -0.0168671 0.00369484 0.0140188 0.0524899 0.0275406 0.000484139 -0.000467981 -0.0272167 0.00503196 0.0156729 0.00105352 0.00024401 -0.000287945 0.01142 0.0422598 -0.0149089 -0.0554641 0.066593 -0.0218475
internal_weight=49.9401 9.2844 0.26725 0.1225 0.0792663 0.144751 9.01715 3.43288 0.74626 5.58427 5.44618 0.682701 4.76348 1.52542 0.426894 0.274711 40.6557 33.6176 0.871625 7.0381 1.91531 5.1228 32.746 31.2582 1.48783 0.397673 0.118729 0.184918 0.278944 0.0361767
internal_count=4034 909 321 243 150 78 588 204 90 384 367 72 295 123 75 57 3125 2774 56 351 133 218 2718 2270 448 395 172 56 223 73
is_linear=0
shrinkage=0.1


Tree=283
num_leaves=31
num_cat=0
split_feature=18 10 16 14 6 7 7 23 20 7 5 22 3 7 21 5 5 22 22 6 3 12 15 8 14 19 6 5 20 21
split_gain=0.00519624 0.0628373 0.118317 0.0316749 0.0862932 0.0395493 0.0353385 0.030111 0.0355268 0.02178 0.0676779 0.0802051 0.0546718 0.0240672 0.0280827 0.0627493 0.0983456 0.0966331 0.0408202 0.0213861 0.019434 0.018917 0.0251164 0.114434 0.0186904 0.0181308 0.016262 0.104 0.0328855 0.0163112
threshold=13.893471991850001 62.165217350350012 22.604947139800004 319.46956167260004 14.980350013450002 26.0252225485 26.637125930550003 -0.11012 36.257608591500009 23.974509389900003 17.679107616400003 -0.11347 88.931506497100017 24.054467534550003 6.9016076392500008 16.787983692950004 18.128874633450007 -0.061874999999999999 -0.13125999999999996 13.715320456250003 77.981416531800008 69.826413229550027 28.504445985850001 8.4434108459500017 289.25304191355002 14.351157895250003 14.745344522600002 20.769304081650002 39.577821550850011 2.6077339734000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 5 25 -7 8 -3 10 21 -12 -13 -11 26 18 -17 -18 19 -16 -8 -9 23 -23 -20 -5 29 28 -28 -15
right_child=1 3 -4 4 -6 6 20 9 -10 13 11 12 -14 14 15 16 17 -19 24 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00085212137698072285 -0.097458621185457298 0.035529424997086632 0.03852753168904452 -0.099526404189199627 0.092722667970924239 0.069291558302152736 0.022519269870437477 0.01338928830641504 -0.086095349155326767 0.013881894881300833 0.01993543916964377 -0.10434012862238165 -0.013182603084412915 -0.0077489468630199954 -0.044547915490993531 0.015091018324127015 -0.086469898846573592 0.02265042641476198 -0.10121714860752661 0.10022890464245493 -0.10035445038036175 -0.099445480789697893 0.0072657596306135025 0.00067703026823207914 -0.017628283059685477 0.0089611636804565725 0.028431432237121586 -0.0049126923430421847 0.087388559056001167 0.0011706956549709005
leaf_weight=29.253227088360816 0.17762385628271005 0.033576972666504612 0.1000051737355534 0.053948586617997729 0.1321508424143758 0.070869285979403784 0.025476636827830745 0.5732320528477638 0.084349218015987049 1.2289916443780864 0.1291771471495623 0.2002767894082067 0.097980088385156705 2.5167797691559484 0.020987451860285833 0.76861069854930952 0.23266236986091826 0.12462546100141481 0.14035854034126682 0.019856419879943132 0.026016914590286433 0.14737124708974725 0.53906703746179119 0.50646455120295286 0.033048382773984031 0.021561708184890449 0.20509469526950752 1.114103431238618 0.17562243217253126 11.058137482031098
leaf_count=1560 68 51 36 163 37 42 358 4 144 24 32 44 28 350 67 54 68 29 112 3 32 89 6 3 37 13 29 45 19 487
internal_value=-4.09747e-06 -0.00122246 -0.0484748 -0.000575599 0.0301515 -0.011637 0.023483 -0.00108389 -0.0514653 -0.000784321 -0.0101816 -0.0458862 -0.0743941 0.000384318 -0.000626561 -0.0144987 -0.00505938 -0.0484077 -0.0641026 0.0258359 -0.0395622 -0.00154043 -0.00871469 -0.0218901 -0.0852865 -0.0685481 0.000607084 0.0105065 0.055628 -0.000483
internal_weight=49.8113 20.558 0.277629 20.2804 0.330024 0.197873 0.122363 19.9504 0.117926 19.8324 2.19357 0.427434 0.298257 17.6389 16.4099 1.34015 1.1259 0.357288 0.214251 0.0408439 0.0514936 1.76613 1.1929 0.653836 0.173407 0.0755103 15.0697 1.49482 0.380717 13.5749
internal_count=4034 2474 104 2370 645 608 432 1725 195 1530 206 104 72 1324 1300 370 151 97 219 70 390 102 98 92 149 176 930 93 48 837
is_linear=0
shrinkage=0.1


Tree=284
num_leaves=31
num_cat=0
split_feature=21 23 7 20 13 17 20 22 22 17 0 18 12 21 18 6 3 21 23 16 20 2 18 22 20 21 22 15 6 6
split_gain=0.00494332 0.0470055 0.0662933 0.0178296 0.0271384 0.023661 0.0575577 0.0505519 0.01489 0.0110458 0.0104098 0.0118963 0.00999508 0.0626475 0.0477256 0.0247419 0.0193027 0.0181711 0.0654247 0.0381303 0.00964644 0.114977 0.0322978 0.0478797 0.0378004 0.0219729 0.0128793 0.0124517 0.00857512 0.00855567
threshold=1.0000000180025095e-35 0.079355000000000023 24.966719032500002 38.539340721750001 109.72404167800001 198.33449606460002 37.038444968100009 -0.012794999999999999 0.05399000000000001 208.33805927010005 85.242941942100018 11.862896247150001 93.660658182900008 2.5447591590000003 13.927976454650002 14.275333540900002 82.59481068365001 3.3335862513000003 0.092505000000000018 20.959950986500004 38.400997490450003 76.243484112200022 14.420596409350003 0.04932000000000001 33.96174662340001 1.2836917531000001 -0.070909999999999987 29.037712645600003 15.785368822600002 16.585387514950003
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -5 -3 7 9 10 -7 11 -1 13 14 -2 16 -15 -17 19 -19 21 -14 26 24 -24 -25 28 -27 -23 -22
right_child=12 3 -4 4 -6 6 -8 -9 -10 -11 -12 -13 20 15 -16 17 -18 18 -20 -21 29 22 23 25 -26 27 -28 -29 -30 -31
leaf_value=0.094249144561905682 -0.002457552234383337 -0.00042287692689879506 -0.10165684445374708 -0.094138501729767565 -0.0033559952920859319 -0.10199097008827288 0.083484942408016044 0.064866787143605206 0.005983452727817383 -0.020663372879491083 0.098798254043956923 -0.10001931947279374 0.092073016145507558 -0.0049440961903154841 -0.10204336836672588 -0.00075001573528120987 0.021299118100965339 -0.105562920402621 -0.0039598636907603344 -0.012189585395820522 -4.0941695946308354e-05 -0.0091750142679603592 0.081585611961339677 0.087770601735664699 -0.09540939950938454 0.038849454475229167 0.015834614694045245 -0.10053910352674843 0.0056164691928482337 -0.010718435793536221
leaf_weight=0.0067484902956523873 0.082949500458190939 2.2742401848233085 0.024051839604689818 0.048727386555782348 0.10156499958247878 0.042448480101153763 0.11454179353583527 0.04610746319307768 0.025206240238944133 0.027531753373132517 0.12105163593700752 0.0059150267448160321 0.1465882880147541 0.50932190822112511 0.11462158466383698 1.0143387118312928 0.62323675052857652 0.1215976985160977 0.55377473160478985 0.068299564238259336 40.370601364559789 0.68576077435602678 0.013582743438739331 0.03328257358572273 0.10807683753434816 0.012052448094209467 0.66517458432588261 0.013686419973964803 0.91475148140898455 0.76465290988269785
leaf_count=10 22 184 62 59 23 23 30 18 22 30 43 163 14 36 25 30 14 41 28 15 2498 37 20 14 154 33 40 8 37 301
internal_value=-9.1496e-06 0.00404325 0.0530673 0.000664893 -0.0327893 0.00267214 0.0331922 -0.0164308 0.0764839 -0.0699949 0.0897738 0.00350791 -0.000254817 -0.00575309 -0.0602326 -0.00202941 0.00949731 -0.00945523 -0.0213288 -0.0719797 0.000133478 0.00604926 0.000894651 -0.0397936 -0.0756487 0.0341137 0.0041394 -0.0352692 -0.000721139 -0.000239423
internal_weight=49.6545 2.83814 0.182973 2.65516 0.150292 2.50487 0.230629 0.116088 0.158921 0.0699802 0.133715 0.0126635 46.8164 3.08814 0.197571 2.89057 1.13256 1.75801 0.743672 0.189897 43.7282 2.59296 2.44637 0.180681 0.12166 0.0590214 2.26569 0.0257389 1.60051 41.1353
internal_count=4034 667 300 367 82 285 101 71 238 53 216 173 3367 211 47 164 50 114 84 56 3156 357 343 229 174 55 114 41 74 2799
is_linear=0
shrinkage=0.1


Tree=285
num_leaves=31
num_cat=0
split_feature=20 20 17 17 7 19 22 15 23 17 22 21 7 22 2 20 20 23 19 22 22 15 22 23 5 23 23 15 21 4
split_gain=0.00497745 0.0520611 0.0371587 0.0854476 0.0560798 0.0188947 0.0130697 0.0163867 0.010871 0.0186948 0.0195535 0.0102194 0.00957987 0.00824056 0.0121684 0.00593242 0.0208671 0.120523 0.0103115 0.00786223 0.0434953 0.0307682 0.0324809 0.012259 0.0109833 0.00698566 0.0324448 0.096355 0.0217963 0.018197
threshold=43.631818398850008 43.680097826700013 191.08747234645003 193.82841840970002 22.545611589100002 14.351157895250003 -0.23783499999999999 27.201366220250005 0.09091500000000001 191.24148878695004 0.048475000000000011 14.629285661800003 18.190543458500006 -0.15589999999999998 253.13454704850002 43.047778594550003 43.182896969600009 0.085335000000000022 14.651182102100002 -0.50001499999999999 -0.58559499999999998 22.662932349550001 -0.60611000000000004 0.084565000000000015 13.8160216159 0.09013000000000003 0.088555000000000023 34.694997775350011 8.8898213993500015 169.14490639835003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 -2 4 8 5 6 7 -3 9 -4 -11 12 -8 14 -14 18 17 -17 19 20 21 22 24 -22 -1 26 -21 -28 -29 -27
right_child=1 2 3 -5 -6 -7 11 -9 -10 10 -12 -13 13 -15 -16 16 -18 -19 -20 25 23 -23 -24 -25 -26 29 27 28 -30 -31
leaf_value=0.022478512156936956 0.092308658377392244 -0.10018886271433036 0.10083284214509519 -1.0734710619362392e-05 -0.10076595914141517 -0.10044108785168025 0.097809078870441657 0.10006692338317345 0.09976317630694792 -0.10031556378110931 0.08914639687274796 0.096363780399288015 0.059583923870831751 -0.10015211212256932 -0.053858736918393817 0.0032533777119877292 -0.00022723807249018895 -0.094274680014697715 0.011937380554298516 -9.3845573928524704e-06 0.0034093716023137649 -0.010166081866616546 0.088863394335618295 -0.10096770773021731 -0.10161833352999489 -0.0069748988621911121 -0.004886108324621794 -0.099303616617618856 -0.039249203835185945 0.0023493192023512259
leaf_weight=0.014482988316586898 0.065844189224495309 0.015843810776900114 0.025126228494173009 1.6129403853104376 0.084623198781203612 0.014603470983274747 0.011829224121802429 0.0055063124746084205 0.096174901962513104 0.013593813180300174 0.009089660202334926 0.022688681909439623 0.024137651101682422 0.0073466287600751903 0.015544833862819019 0.54273320019012716 2.6979745129179022 0.16530257520034297 0.72315498617433505 19.075761488302629 0.01375016404772722 0.65912146817623807 0.066668916142930357 0.061943052534729759 0.014051512720470782 2.3467542819284999 1.5571733494302353 0.13500884590530393 0.10941343825834338 19.359110491741099
leaf_count=48 15 159 2 219 348 11 14 3 8 45 4 22 22 68 39 45 127 56 69 1372 24 74 52 83 6 116 97 34 12 840
internal_value=-9.02156e-06 0.00484661 0.00190698 0.0065783 -0.0386977 0.00600355 0.0211105 -0.0485418 0.0803899 0.0414181 -0.0243949 0.0393464 0.0173674 -0.00286609 0.015145 -0.000215829 -0.00423698 -0.0195161 9.44839e-05 -0.000102789 -0.00974191 -0.00249043 0.0506504 -0.0820069 -0.0386317 8.50937e-05 -0.00122088 -0.0140485 -0.0724208 0.00134122
internal_weight=49.5673 2.02489 1.95905 1.75692 0.202124 0.117501 0.102897 0.0213501 0.143985 0.0478097 0.0226835 0.081547 0.0588583 0.0470291 0.0396825 47.5424 3.40601 0.708036 44.1364 43.4132 0.830018 0.754325 0.0952034 0.0756932 0.0285345 42.5832 20.8774 1.8016 0.244422 21.7059
internal_count=4034 979 964 278 686 338 327 162 59 51 49 165 143 129 61 3055 228 101 2827 2758 287 180 106 107 54 2471 1515 143 46 956
is_linear=0
shrinkage=0.1


Tree=286
num_leaves=31
num_cat=0
split_feature=9 22 8 22 7 20 21 0 16 4 2 15 20 18 7 7 0 17 8 23 22 22 17 7 16 15 20 18 12 2
split_gain=0.00500015 0.0272378 0.0415923 0.0293958 0.0303782 0.0229392 0.0141371 0.0114906 0.0850027 0.0114881 0.0132751 0.00887579 0.00858437 0.0496209 0.0526611 0.0347774 0.0166243 0.0104733 0.127655 0.00899015 0.00732214 0.0219283 0.0744929 0.117159 0.0315248 0.00986028 0.0645376 0.0242645 0.00867285 0.00925203
threshold=187.94830913940004 -0.11963999999999998 5.9453602998000008 -0.093879999999999991 22.747724408400003 47.709122305950011 6.2631776902500009 85.732241321850012 22.704946905950003 375.65892766775005 118.06771887965002 34.040719645900005 41.827117825850003 13.036600629150001 22.407814303000006 23.9417051038 67.04476885710001 187.77231677760003 8.0437227585500022 0.10371000000000001 0.22598000000000004 0.096390000000000017 199.59317753375004 23.9417051038 22.564947233300003 18.019770707250004 37.903039192800001 13.659439901750002 69.826413229550027 60.327272492300004
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -4 8 -2 10 -7 -1 17 14 16 -15 -14 19 -19 -5 21 28 24 -24 -23 -22 -27 -28 -9 -30
right_child=7 3 6 12 -6 9 -8 20 -10 -11 -12 -13 13 15 -16 -17 -18 18 -20 -21 25 22 23 -25 -26 26 27 -29 29 -31
leaf_value=-0.10009141988086592 -0.10082100541585629 -0.09657880114019228 0.097936498443465525 0.0027572724942090247 0.018295243843358771 -0.056331594698093658 0.026550125567549068 0.011956321689237609 0.00023824017085915454 -0.10009136033022328 0.055942055338614828 0.10007973887810161 0.094688978902121607 -0.10133076994758848 0.093804704079616844 0.083086356558738916 -0.10059855623616716 -0.0012578063676904883 0.097169326099663014 -0.010752852562657247 0.0028437988087315867 0.027499214130064977 -0.10181852146519961 0.049090698500069002 0.099585529027003156 -0.00033236819650428462 -0.01019737411397637 -0.1008294822164751 -0.0090678504023843573 -7.4625315322695998e-05
leaf_weight=0.027730354620223774 0.095388901313753105 0.060603577761936367 0.085875907685817765 3.0212220083161534 0.037121527739458315 0.013225366117033843 0.040979511740260932 0.58249059831723471 0.65296366488382773 0.0071967820605003388 0.051699273632927145 0.0024074688553810111 0.0052159109818602492 0.071106617885661194 0.053939487901516259 0.011943277174875533 0.026535198334073584 1.0222305196028001 0.15126564126694564 0.58848810743631919 0.51654953672436821 0.13847197290442537 0.097705099615268409 0.10865638533550737 0.10796813922934234 0.58030147949466482 0.041342213982716203 0.10347412621013063 1.17762856352408 39.997255828744564
leaf_count=584 150 34 50 172 23 15 14 10 97 181 107 1 4 124 5 112 107 123 45 17 15 38 14 38 14 25 6 66 56 1787
internal_value=-9.9134e-06 0.00289897 0.0366218 0.00136889 -0.0529431 -0.0108333 0.0748758 -0.000357318 -0.0126433 0.0197836 0.0330715 -0.0841014 0.00244072 -0.0197267 0.0336591 -0.07481 -0.0685177 0.00322274 0.0114296 0.000554728 -0.000145722 7.69208e-05 0.0219649 -0.0223597 0.059081 -0.00771441 -0.0152357 -0.0749558 -0.000160425 -0.000331837
internal_weight=49.479 5.27879 0.229115 5.04967 0.0977251 0.102259 0.126855 44.2002 0.748353 0.0721214 0.0649246 0.0301378 4.95195 0.16874 0.0856906 0.0830499 0.0317511 4.78321 1.1735 3.60971 43.4518 42.2102 0.452802 0.206361 0.24644 1.24167 0.725118 0.144816 41.7574 41.1749
internal_count=4034 1718 952 766 57 888 64 2316 247 303 122 585 709 352 116 236 111 357 168 189 2069 1957 104 52 52 112 97 72 1853 1843
is_linear=0
shrinkage=0.1


Tree=287
num_leaves=31
num_cat=0
split_feature=6 21 6 9 8 7 20 22 22 2 7 6 22 17 16 22 23 2 13 17 20 14 23 7 9 21 14 21 2 14
split_gain=0.00495381 0.0311452 0.0840109 0.0424349 0.0282514 0.0203533 0.0139949 0.0286863 0.147363 0.0215922 0.0194826 0.133944 0.0320784 0.0182898 0.0135352 0.0131023 0.0171013 0.012781 0.0119952 0.0112115 0.00985332 0.0501487 0.0355616 0.0503385 0.0478551 0.0471186 0.0343799 0.0322827 0.0462991 0.0472883
threshold=16.465384711100004 15.475979305150002 16.435384010100005 197.29115675710003 8.1436447804000007 24.054467534550003 40.583589072600013 -0.059424999999999999 -0.037054999999999998 216.11743889730002 23.032902590750002 16.525386113000007 -0.016679999999999997 192.94032447935004 17.144959907600004 -0.10423499999999999 0.097970000000000015 154.31016903475003 120.87576600310001 187.77231677760003 40.80591513400001 164.30896597920002 -0.10565499999999999 24.225158517200004 197.29115675710003 1.9425901130500003 158.81906729850002 1.1798413345000001 77.604108716450014 179.86971370815004
decision_type=2 2 2 2 2 2 2 2 2 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 14 6 13 9 -9 15 11 -10 -13 -2 -3 16 -8 19 -14 -17 22 26 23 24 25 -1 -22 -23 -29 -30
right_child=5 2 -4 -5 -6 -7 7 8 10 -11 -12 12 18 -15 -16 17 -18 -19 -20 -21 21 27 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.072951841241237422 0.00096187310939557758 0.043156587897397999 0.1005859483869755 -0.080596734919363866 0.088211627565775094 -0.019555158526076123 -0.0028222337910898377 -0.088018719609837898 -0.10266483865348788 0.016920989344081327 -0.0074470985985113369 0.10110550155221326 -0.10027569837347108 0.017553326297077891 -0.10053833616580919 -0.00021111584230300222 -0.022518180096733315 -0.0048135420523643981 0.054125571469631074 0.012422924633214948 -0.0042479544952265845 0.053961128346302789 -0.0020092499843182049 -0.0704291401755682 0.097844366955434234 -0.057625620994939487 0.089688738839453552 -0.084649391371130006 0.042704076916184622 0.00081814172325998628
leaf_weight=0.053807839424394266 4.7470093588983682 0.010895946030116899 0.11039346635152469 0.059145593474895009 0.040570469567683176 0.59799349144691483 1.5847742726323297 0.23520480649540365 0.056735591226240945 0.66911893807878176 1.6119930079320282 0.11446062237519072 0.011812826085929373 0.77254692211863574 0.016454027381143987 1.5908621955659339 0.61071852805980587 2.1745551128451552 0.0087649812448944431 1.2576789373306381 0.060589430795519372 0.11665610414262317 15.467547451070548 0.038733109127040866 0.11588184963329695 0.056812903341608489 0.10914729806279411 0.062624262311149148 0.27394371307542797 16.753039109631192
leaf_count=43 271 87 10 41 13 63 143 32 14 70 31 16 135 59 41 18 21 44 10 36 41 101 1034 101 12 38 33 19 36 1421
internal_value=-9.55834e-06 0.00068512 0.0367719 -0.0186689 0.0352583 -0.00145338 -0.000752573 -0.0029971 -0.0135703 -0.000263934 -0.00386245 0.026269 0.0804398 0.0032841 -0.0432918 -0.00185687 -0.00830104 0.000959743 -0.0345095 0.00536703 0.000426302 0.00206783 -0.00138667 0.0349197 0.0529349 0.00588951 0.056157 0.00153425 0.00117637 0.00149204
internal_weight=49.3905 33.3462 0.23746 0.127066 0.0679204 16.0442 15.4462 9.92668 2.03897 7.88771 1.80377 0.191774 0.135038 5.51956 0.02735 7.21859 2.19549 5.0231 0.0205778 2.84854 33.1088 17.376 15.7328 0.265236 0.226503 0.110621 0.169737 17.2063 17.0896 17.027
internal_count=4034 3071 192 182 141 963 900 570 238 332 206 175 161 330 128 262 164 98 145 54 2879 1651 1228 194 93 81 74 1577 1476 1457
is_linear=0
shrinkage=0.1


Tree=288
num_leaves=31
num_cat=0
split_feature=5 19 13 15 21 21 17 23 20 20 20 19 22 18 2 12 3 7 8 6 19 20 16 5 20 15 22 21 2 2
split_gain=0.00522491 0.0194049 0.0260354 0.00989275 0.0105137 0.014463 0.0113079 0.00666107 0.00497701 0.0275868 0.0161824 0.0171147 0.10054 0.0382379 0.0148339 0.0288068 0.0412972 0.0102437 0.00968848 0.00925471 0.0494805 0.0266399 0.0175025 0.0123326 0.00969631 0.00834478 0.00785177 0.00974246 0.060266 0.0562078
threshold=13.154029769200003 11.950964240300001 98.255079293500017 26.135540888150004 3.3069203559500004 2.4921523776000005 183.35201426355002 0.089675000000000019 38.400997490450003 38.748048509250005 38.121007182500009 13.751109481500002 -0.046635000000000003 13.843998451900001 100.60547560250002 82.696898122450008 87.162501047250018 23.032902590750002 6.2451263653500009 16.585387514950003 14.451165964200003 43.426640904350009 22.794946695500006 29.205174763300004 39.011793722550003 33.928396949100005 0.23835000000000003 1.8675847688500002 114.12323913765002 215.46241552700005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -6 -5 10 -10 11 12 13 18 15 -13 -17 -16 -2 24 21 22 -21 -23 -11 -19 27 28 -26 -30
right_child=8 3 -4 7 6 -7 -8 -9 9 19 -12 14 -14 -15 17 16 -18 25 -20 20 -22 23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-0.10004928071636549 -0.10001764000851754 -0.10008739821015122 0.097647575391442712 -0.02857865914145066 0.09720898283487428 0.063723425925517219 -0.10023511123321185 0.094009453627856024 -0.020712484647863676 0.012357405092047254 0.01673437932537734 0.0046341483988915702 0.00078211560634602786 -0.09061081088826016 -0.0039576439852433238 0.0070890898150018063 0.091335021618237061 -0.00088482048535918484 0.084710384224121554 -0.10140197025379749 0.00069194194401554472 0.068560999264637129 8.8815458473967771e-05 -0.10009232647958699 -0.025232783282071698 0.015602183988580424 -0.011279976932856373 -0.00012797056535859122 0.064379440308227356 -0.022859080616444483
leaf_weight=0.0078628079814809793 0.0034061574755096516 0.0078724451068339363 0.043596457484454731 0.0070168874623881541 0.0032850019097168106 0.017091119682390854 0.024791226507428377 0.012034602841595188 0.6610229930524828 0.63373588308786466 0.71515535975663613 0.568473469178571 1.719430299795035 0.17274532166743484 1.5817330829213463 0.12491660984233022 0.10892354621682898 0.55828827479854204 0.017055878735845909 0.097844472204569821 0.67227176887320184 0.01912721985496546 0.020563217301969416 0.0056066984616336404 0.24790519518137344 0.68203970103058964 0.61949723403657131 39.597747062907082 0.25317932688676592 0.10427229039987651
leaf_count=736 130 80 15 42 7 13 216 15 43 32 48 24 85 151 50 16 40 15 13 147 95 52 16 41 41 34 69 1565 120 83
internal_value=-6.13429e-06 0.0205325 0.0674401 -0.0129504 -0.0351519 0.0120645 -0.0771336 0.0488588 -5.77266e-05 -0.000441601 0.00257829 0.000749897 -0.00690338 -0.0752997 0.00478865 0.016787 0.0463311 0.0013775 0.0539601 -0.000124616 -0.0106749 -0.0640597 -0.0837766 0.0303306 8.28994e-05 0.00818116 -0.000107652 6.45047e-05 0.0126547 0.0389311
internal_weight=49.3085 0.123551 0.0514593 0.0720913 0.0530398 0.0249636 0.0280762 0.0190515 49.1849 42.9328 6.25217 5.53701 1.91264 0.193207 3.62437 0.802314 0.23384 2.82206 0.020462 42.2718 0.815413 0.143142 0.118408 0.0247339 41.4563 1.24033 40.8226 40.2031 0.605357 0.357452
internal_count=4034 1124 751 373 316 93 223 57 2910 2304 606 558 379 294 179 80 56 99 143 2261 351 256 163 93 1910 49 1878 1809 244 203
is_linear=0
shrinkage=0.1


Tree=289
num_leaves=31
num_cat=0
split_feature=18 18 13 15 0 21 6 19 7 7 6 16 21 0 20 7 20 15 7 6 15 22 15 23 21 22 9 20 21 21
split_gain=0.00469739 0.0401556 0.0204025 0.0750389 0.0498687 0.0377193 0.0392371 0.0478866 0.0399256 0.0265389 0.0234757 0.0170655 0.0683685 0.0378466 0.0799462 0.0270754 0.048966 0.0271647 0.0152493 0.0855312 0.0811432 0.0292818 0.0151841 0.0149781 0.0135398 0.0717392 0.0490605 0.0128229 0.0117242 0.0115268
threshold=13.4793103924 13.531614672700002 117.46680109370001 38.992510055900006 92.313586825200005 12.585796288950002 15.785368822600002 14.451165964200003 22.620600126450004 23.032902590750002 16.375382608200002 22.654947022900004 11.798219863050003 86.329079026800017 41.685324604100011 23.051546669900002 37.903039192800001 24.545953118950006 23.478650568600006 16.265380038000004 27.689912074550005 -0.11963999999999998 27.201366220250005 0.089505000000000015 13.879103300950002 -0.059424999999999999 207.04102956050002 40.523311941050004 3.4316303497500003 14.169342482300001
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 -5 -4 13 27 14 -3 16 -15 23 19 20 -17 -21 -1 -18 -20 26 -26 -13 -29 -27
right_child=1 11 10 9 -6 -7 7 -9 -10 -11 -12 12 -14 15 -16 18 17 -19 24 21 -22 -23 -24 -25 25 29 -28 28 -30 -31
leaf_value=-0.024364981014534853 -0.024665821546783439 0.0287664897081805 -0.017564182434134681 0.028832823174602531 0.09445782975755887 -0.081176067955781125 0.0029465563672727577 0.077509316724821448 -0.072938258038786521 0.0934169245993378 0.0009429139734425904 0.096457312530176156 -0.0037361641301207299 0.044586260687327864 -0.10242402617213542 0.06766478978957724 -0.10014095883177712 -0.10156734951666307 -0.00093044740779678965 0.0058241691507476224 -0.07770778813967999 0.088731045524444607 0.10007784842603465 0.096384200868635736 0.08549305711794998 0.012550702878258106 -0.054396927080797033 0.013561743086502466 0.079341197488611737 -0.0052949372886103773
leaf_weight=0.018104376803480871 0.68812748785922195 0.082365021255717319 0.71457525091728058 0.1250113781516119 0.05725203864881212 0.055991084370262345 1.1199886153957832 0.09330913028679777 0.11955912388202705 0.1295726127573289 16.784422186656911 0.081214234087382375 0.51725410064682364 0.045571765777666751 0.10652935284005594 0.056486547814272536 0.0056995780610833427 0.089560138218210739 26.102734285986365 0.060716812702594325 0.1198899686569348 0.14277705526910722 0.02138885052409023 0.012135081040794304 0.16905905732410187 0.55834255076029982 0.0294353056322052 0.058619989875296596 0.050385277434543241 1.0289869470525159
leaf_count=117 30 24 37 33 18 55 394 31 13 9 499 23 6 29 67 42 122 46 2040 7 29 67 10 16 128 12 32 35 12 51
internal_value=-5.61224e-06 -0.000787666 0.0012141 0.0115407 0.00294442 -0.000723704 0.00255871 0.00868083 -0.0441427 0.0617034 0.000187173 -0.000227214 0.0151154 -0.000606606 -0.04522 -0.000310096 -0.0422683 -0.0791241 -8.30509e-05 0.0198177 -0.0311506 0.063994 0.0430311 0.0335789 -0.000354119 0.00806986 0.0647484 0.0663777 0.0439668 0.00098226
internal_weight=49.2451 30.0059 19.2392 1.74018 1.48559 1.42834 1.37235 1.2133 0.159052 0.254584 17.499 29.3178 0.707474 28.6103 0.188894 28.4214 0.152967 0.107395 28.2684 0.37987 0.176377 0.203494 0.0394932 0.0178347 27.8886 1.78582 0.198494 0.19022 0.109005 1.58733
internal_count=4034 2818 1216 680 638 620 565 425 140 42 536 2788 76 2712 91 2621 213 184 2408 145 71 74 127 138 2263 223 160 70 47 63
is_linear=0
shrinkage=0.1


Tree=290
num_leaves=31
num_cat=0
split_feature=22 23 20 22 13 23 0 20 23 22 23 10 6 20 19 20 0 9 5 23 23 17 18 20 16 20 7 7 17 21
split_gain=0.00477513 0.0247299 0.0670129 0.0519754 0.0411172 0.021615 0.0304605 0.0644984 0.0824343 0.0364411 0.0283198 0.0964567 0.0257072 0.0209596 0.0721594 0.0268475 0.0795209 0.0180553 0.0795841 0.0257688 0.0178502 0.0161702 0.0669456 0.0363834 0.0398377 0.0215345 0.0296447 0.0381307 0.0193644 0.0158852
threshold=-0.037054999999999998 -0.092630000000000004 41.770271989050009 0.04932000000000001 109.49014582065001 0.096315000000000026 96.682331287150021 41.360869295700006 0.087555000000000022 -0.018034999999999999 0.10220000000000003 78.962703749400006 13.755321390900002 40.159267750750011 13.751109481500002 36.893814626400008 86.103248543850015 200.95377551580003 17.324237253850004 0.13041500000000003 0.080515000000000017 204.12988953870004 14.320472989450002 38.748048509250005 20.084953032650002 42.488347682450005 26.0252225485 26.157592435900003 204.75389752000004 5.0536544109500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 3 -2 -5 6 7 13 9 -9 11 -7 -8 14 -3 -16 -17 29 -19 -20 -11 -1 28 24 -24 -25 -27 -28 -23 -12
right_child=1 5 -4 4 -6 10 12 8 -10 20 17 -13 -14 -15 15 16 -18 18 19 -21 -22 22 23 25 -26 26 27 -29 -30 -31
leaf_value=-0.00011187756422131813 0.084350062969664311 -0.10150168356035201 -0.10287510692150509 -0.10059712119154757 0.039985020921208606 0.081419361498049334 -0.00012008809745510665 0.095768217895638982 -0.09511630278993069 0.085880530479437125 0.010768342432283856 0.0010035559615043832 0.021443182886405447 -0.0032356604351654523 0.045447283141750276 0.060861908777488018 -0.084776097495208855 -0.004727397305993912 0.035660619264477632 0.099419331659997931 -0.10044059017180432 -0.10623691188586265 -0.10076334752786603 0.0017860450173027079 0.076328157580305644 -0.078045192786782999 0.10017261300751856 -0.07985130797711891 -0.035643969567529923 -0.0021534870091549432
leaf_weight=31.354123136484482 0.1541772340923292 0.098514402883896568 0.032915137069148059 0.032782026930945563 0.056943357441923581 0.20710948448629452 4.1189662512079428 0.040015743026287964 0.17596724404961606 0.0068551563347226665 1.2271548866778088 0.53308024888474392 0.63858950274880033 3.0938632098504968 0.084676760481670499 0.063888928911183029 0.090739186147402506 0.55408699092458835 0.15185342337099428 0.10881097157835029 0.020573174926568072 0.080815237713978028 0.069104507827026818 1.7132316136256518 0.015563712338916957 0.079909607428561347 0.026922218035906553 0.020898898572013991 0.074846253105988581 4.233099646971306
leaf_count=2258 50 50 123 77 17 38 320 16 63 21 29 32 20 79 10 18 31 30 37 13 65 18 131 238 4 50 7 88 25 76
internal_value=-2.58729e-06 0.00143455 0.0310595 0.0491342 -0.011378 0.000903688 -0.00250809 -0.00934633 -0.0590884 0.0349116 0.00500484 0.0235044 0.00277427 -0.00581809 -0.0294689 0.000184772 -0.0246017 0.00282266 0.016709 0.0622759 -0.0538734 -0.000678473 -0.00921409 -0.00411493 -0.0682104 -0.0011671 -0.0407772 0.0214981 -0.0722939 0.000750606
internal_weight=49.1601 15.7247 0.276818 0.243903 0.0897254 15.4478 8.43265 3.67509 0.243411 0.0674441 7.0152 0.74019 4.75756 3.43168 0.337819 0.239305 0.154628 6.27501 0.814751 0.260664 0.0274283 33.4354 2.08129 1.92563 0.0846682 1.84096 0.127731 0.0478211 0.155661 5.46025
internal_count=4034 1215 267 144 94 948 693 353 165 102 255 70 340 188 109 59 49 185 80 50 86 2819 561 518 135 383 145 95 43 105
is_linear=0
shrinkage=0.1


Tree=291
num_leaves=31
num_cat=0
split_feature=10 22 5 6 22 3 4 12 23 20 17 17 21 7 17 22 17 23 23 23 15 7 19 15 4 20 16 3 18 20
split_gain=0.00520621 0.0150435 0.0280129 0.0242864 0.0141783 0.0133163 0.0130627 0.0118547 0.0050447 0.00446213 0.0520222 0.126534 0.0384168 0.0297091 0.00584064 0.0159751 0.0823165 0.0665481 0.0475256 0.0232735 0.0668291 0.0195599 0.0155257 0.0512904 0.110192 0.0192788 0.110383 0.0598042 0.0274975 0.0203095
threshold=61.622148808000013 -0.018034999999999999 26.429668882900003 17.335405038950004 -0.013805 108.40938565220002 127.35214607660002 113.54869230380002 0.10184000000000003 43.631818398850008 191.08747234645003 193.82841840970002 15.803805445550003 20.861906850000004 190.94474013770002 0.10957500000000002 199.59317753375004 0.093905000000000016 0.087555000000000022 0.13041500000000003 21.092276343250003 22.835261448650005 14.351157895250003 40.682889193900003 169.14490639835003 41.605323437500005 22.584947186600004 85.302088021000017 13.258241318650002 41.360869295700006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -3 -5 7 -1 -4 -9 14 12 -12 13 -11 22 21 17 18 -17 20 -18 -16 25 24 -24 29 27 -27 -29 -2
right_child=9 3 5 4 -6 -7 -8 8 -10 10 11 -13 -14 -15 15 16 19 -19 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.035743655712974817 -0.00027131492024630346 0.089090398178793703 -0.045441553099739691 0.10007712830687276 -0.10018242450154079 -0.073131567968982694 -0.10047222248050683 0.029998474271249728 0.10001046112737355 0.052354704528276425 0.087713802747892172 0.00023849552231352888 0.081149576693058209 -0.097431769736231022 -0.018041473166782982 0.048035045715630741 0.097152447893432747 0.090160806634706617 -0.089448765936746596 0.0019168374428968704 -0.076146216689389284 -0.001110489204276792 0.0030998270846967959 0.00038315468156679879 0.070472305263375098 -0.0098997503703230783 -0.08185557759358067 0.0080032945274031639 0.10080019635047713 0.017927941776407306
leaf_weight=0.0080812821543077007 13.844344933179523 0.029227343455885513 0.016018716060671068 0.0045936233364045611 0.015346832005235456 0.016362676830112832 0.054643039420227524 0.029152317660646077 0.015907804120615765 0.015300367279444838 0.18431217832157631 1.608310201798268 0.017686519333171447 0.098414401506859761 0.70138001409929529 0.060307300905974581 0.02743741558819579 0.1925972228893329 0.043121921131387353 0.51686340447101031 0.11774990559479193 25.139537255066163 0.74622156083932967 3.5832082980646192 0.35982607770711184 0.63708326557985095 0.19229524495290207 0.053121467959726942 0.080052601860757022 0.64160424714992892
leaf_count=12 626 15 10 2 143 106 106 70 15 46 60 227 50 452 65 51 38 35 23 11 51 1452 49 66 35 99 43 39 21 16
internal_value=-3.57823e-06 -0.0165539 -0.0332486 0.0310388 -0.0540492 0.00698499 -0.0829224 0.0284478 0.0547152 6.05537e-05 0.00478056 0.00923245 -0.0559537 -0.0772779 -0.000132928 -0.00109991 0.01158 0.0554153 -0.00928498 -0.00802031 -0.0433963 -0.00157003 0.00115392 0.0061937 0.0250178 -0.00037586 -0.0140802 0.00283996 0.0637847 0.000534757
internal_weight=49.0501 0.189334 0.140166 0.0491678 0.0199405 0.0774415 0.0627243 0.0610788 0.0450601 48.8608 1.92402 1.79262 0.131401 0.113715 46.9368 26.799 0.958077 0.296026 0.103429 0.662051 0.145187 25.8409 20.1378 4.68926 1.10605 15.4485 0.962553 0.770257 0.133174 14.4859
internal_count=4034 479 319 160 145 201 118 95 85 3555 835 287 548 498 2720 1726 209 109 74 100 89 1517 994 150 84 844 202 159 60 642
is_linear=0
shrinkage=0.1


Tree=292
num_leaves=31
num_cat=0
split_feature=10 8 8 5 5 7 0 13 20 19 22 2 9 3 6 15 15 6 7 9 4 22 10 10 22 22 20 10 0 19
split_gain=0.00456453 0.0135121 0.023553 0.0216867 0.0154687 0.0114948 0.00922321 0.0106266 0.0096415 0.00450351 0.0138962 0.00643619 0.046488 0.0441368 0.0669007 0.0304127 0.0470723 0.0280264 0.0336831 0.0278653 0.0228363 0.0222606 0.0204327 0.085806 0.0181774 0.0807125 0.0685256 0.0560183 0.0418014 0.07282
threshold=61.622148808000013 8.4434108459500017 8.3434888241000014 30.284449345300001 26.429668882900003 20.873561687950005 76.451683855550016 116.35915634395 44.952171034750002 14.651182102100002 -0.086139999999999994 151.26092141510003 191.72037998490001 92.598563387050021 15.815369523550002 23.908355817750003 20.729785921300003 13.865323961050001 25.488090539850003 186.68586460755003 256.61825021125009 0.04932000000000001 75.408562100950022 76.830756451950009 -0.101395 -0.102645 42.779078631750004 69.873026810350026 86.256490657300006 14.451165964200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 -3 7 -6 -9 11 -11 24 13 14 21 16 17 18 -14 20 -15 -13 -17 -24 25 26 28 -28 29 -2
right_child=9 3 -4 -5 6 -7 -8 8 -10 10 -12 12 15 19 -16 22 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.086741327520788836 -0.08115235894524038 0.003405257721094387 0.100279013035807 0.047424035394464395 -0.1003483412531187 -0.10033036813835712 0.078604314379400728 -0.10003259934078249 0.046057566835278917 -0.0057674579335831718 0.01564504842766291 -0.098702429810425818 -0.10078680474117788 0.057812602851608753 0.10048428622973507 -0.0011259399431955616 -0.084511911585406468 -0.10068145478419516 0.047696918242734719 -0.090796861915726071 -0.10065341218335822 0.085082967453523742 0.091661172950251321 0.00035836892434484228 -0.00011844104952426549 0.088630955714830151 0.087952758401346101 -0.029997847562694503 -0.0011761117580851648 0.092249589641860252
leaf_weight=0.022689823176746837 0.030998531326195233 0.013911456684581935 0.021828313358128071 0.018574527697637677 0.010420767057809144 0.046011163540242705 0.01489923841882046 0.0056139563138231088 0.02313123149178864 0.54949285526254243 0.67587263218592741 0.04014968780117989 0.018221506965349188 0.026403492674035078 0.045698075089603662 17.8030748450924 0.10990214706586698 0.021579451509751379 0.094560090105552774 0.14491077294383103 0.01387170780638769 0.0078846879768850187 0.12421055490994959 0.60084326831838553 24.829240360272827 0.11841717312200017 0.16442766240379558 0.053322932981934912 3.2043687456634302 0.11072286055423319
leaf_count=88 104 12 4 14 141 69 19 88 44 17 37 551 5 21 9 636 75 8 167 37 37 145 17 85 991 10 92 205 295 11
internal_value=-9.24396e-07 -0.016027 0.00862218 -0.0469834 -0.017444 -0.0762474 0.0116383 -0.0138364 0.017526 5.72434e-05 0.006043 -9.69683e-05 -0.00152004 -0.0420456 0.0138684 -0.000917919 -0.0359733 0.00372941 0.0237072 -0.0703467 0.00323325 -0.0685346 -0.000455771 0.0159997 0.000853928 0.00741055 0.00471181 0.0590689 0.00117446 0.0543216
internal_weight=48.9653 0.17708 0.0985833 0.0784971 0.076755 0.0599226 0.0540652 0.039166 0.0287452 48.7882 1.22537 47.5628 19.0513 0.278918 0.0937325 18.7724 0.244263 0.134361 0.112782 0.185186 0.0402752 0.0480344 18.5281 0.725054 28.5115 3.68226 3.56384 0.217751 3.34609 0.141721
internal_count=4034 479 384 95 380 81 292 273 132 3555 54 3501 1793 800 705 993 255 180 172 95 58 696 738 102 1708 717 707 297 410 115
is_linear=0
shrinkage=0.1


Tree=293
num_leaves=31
num_cat=0
split_feature=22 23 20 22 21 23 9 20 20 23 0 0 7 20 0 22 2 18 22 4 18 20 2 7 17 22 5 4 20 23
split_gain=0.00414048 0.0217448 0.0575737 0.045389 0.0374939 0.0164769 0.027227 0.0802551 0.0365306 0.0220929 0.0584626 0.0177731 0.0446916 0.0885869 0.0169343 0.0145175 0.036705 0.0563461 0.0227745 0.121418 0.0651015 0.110381 0.0340678 0.10715 0.0282136 0.0452616 0.0236384 0.0203756 0.0332463 0.0828673
threshold=-0.037054999999999998 -0.092630000000000004 41.770271989050009 0.04932000000000001 1.2199730554000003 0.096315000000000026 201.32298960505003 41.385032804600009 43.940903692500008 0.10220000000000003 101.10215645365001 86.162394622750014 25.225775578450001 36.893814626400008 86.329079026800017 -0.053159999999999992 76.243484112200022 14.444150028100003 -0.06483499999999999 201.91631403790004 13.843998451900001 39.861052345600008 71.340832650850004 23.314707969200004 188.83172615260003 -0.095854999999999996 21.043187000650004 199.39562187565002 43.631818398850008 0.083495000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 3 -2 -5 6 7 11 -9 10 -7 -3 13 -13 -11 18 -17 -18 22 -20 -21 -22 23 24 25 26 -1 -24 -29 -30
right_child=1 5 -4 4 -6 9 -8 8 -10 14 -12 12 -14 -15 -16 16 17 -19 19 20 21 -23 27 -25 -26 -27 -28 28 29 -31
leaf_value=0.084493762333187283 0.081563153948593647 0.0039368151395795525 -0.1026226460971989 0.063042643483820368 -0.071022014247427642 0.068060372698926508 0.0019905003693809062 -0.10356051190768308 0.062691902643176728 -0.01208069621281059 0.0037665346075181523 0.057595963718516476 -0.0061018609420573702 -0.087047141762737187 0.0044014160224585333 0.0006424312589879183 -0.037703430207442351 0.003204924380390153 -0.0026612457404638231 0.084291305749665368 0.085501879036249562 -0.063338399226421843 0.0037743920301308315 -0.10170346270051636 0.053683176929518309 -0.10107637916859701 -0.031801843418766428 -0.0026684375744345274 -0.043819435539661625 0.072139278860063688
leaf_weight=0.03669725145891789 0.14266967285837395 1.0461374301809279 0.028924001633823693 0.037787962640670969 0.046569473063698297 0.193433860486805 5.5087338917596753 0.12018703136477871 0.014849587568104283 0.70244110483747579 0.52605383764955604 0.055348341615617858 1.4535392934944473 0.18019068938583871 5.5372684951341089 2.6140024135820599 0.76044732434820594 0.60422520094067522 1.7010687377623974 0.28853993585107662 0.098199086079688414 0.10114705976360483 8.5544140461478033 0.13406090331818632 0.093624329776503146 0.043156935396832519 0.03337254954249147 17.958333186312007 0.093702590769860872 0.18003793562371584
leaf_count=14 50 37 123 46 48 38 299 92 119 48 32 17 54 75 137 15 38 27 55 28 24 19 657 84 17 9 30 1295 430 77
internal_value=4.72057e-07 0.00134518 0.0302524 0.0471811 -0.0109677 0.0008628 -0.0021242 -0.0100213 -0.0852782 0.0044592 0.0210519 -0.00630593 -0.0126498 -0.0530581 0.00254593 -0.000629338 -0.00629749 -0.0195908 0.000139916 0.00995185 0.0539288 0.0099812 -0.000651826 -0.0320645 0.0130688 -0.0205143 0.029105 -0.000252036 -0.00214122 0.0324461
internal_weight=48.8892 15.5941 0.255951 0.227027 0.0843574 15.3382 8.37899 2.87025 0.135037 6.9592 0.719488 2.73522 1.68908 0.235539 6.23971 33.295 3.97867 1.36467 29.3164 2.18895 0.487886 0.199346 27.1274 0.340912 0.206851 0.113227 0.0700698 26.7865 18.2321 0.273741
internal_count=4034 1215 267 144 94 948 693 394 211 255 70 183 146 92 185 2819 80 65 2739 126 71 43 2613 154 70 53 44 2459 1802 507
is_linear=0
shrinkage=0.1


Tree=294
num_leaves=31
num_cat=0
split_feature=7 3 5 13 5 3 9 22 14 20 6 3 7 9 15 7 13 10 7 8 18 6 22 20 5 7 21 22 7 16
split_gain=0.00404267 0.0267593 0.0176755 0.0231718 0.0103288 0.014763 0.00654309 0.042494 0.0313052 0.010391 0.0638559 0.025238 0.0142797 0.00929258 0.0235765 0.0128056 0.0202192 0.0252253 0.0177046 0.0529119 0.0341314 0.00741505 0.0297855 0.133764 0.0191731 0.0137296 0.03583 0.0739178 0.0124464 0.00959351
threshold=22.105125139000005 93.72771580185001 18.946524085150003 105.33378955095002 21.788492303450003 95.346167596350014 187.94830913940004 -0.11963999999999998 234.57881148155005 41.827117825850003 16.525386113000007 84.732134897350008 22.516377366000004 190.16588783940003 37.050691080100002 22.720542346200002 117.66037007905001 62.111448187750007 22.907491544400003 8.7431769115000026 13.24088655595 16.525386113000007 -0.088224999999999984 42.865207177650007 23.195398057700004 23.109894804950002 15.039695091900002 -0.085584999999999994 23.150522195450005 22.654947022900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -6 7 8 -2 12 11 -11 -9 14 -8 16 17 -15 19 20 -17 25 -23 24 -24 26 27 -20 -27 -30
right_child=6 4 -4 -5 5 -7 13 9 -10 10 -12 -13 -14 15 -16 18 -18 -19 21 -21 -22 22 23 -25 -26 28 -28 -29 29 -31
leaf_value=-0.10022909321834833 0.093190617764676464 -0.057412161903767717 -0.10125013428018333 0.098025582931029753 0.065171656498885747 -0.0023770527785122106 -0.022275258677543666 0.01760588613731778 -0.082000694197112867 0.081894254727972474 0.056605184940921163 -0.086329755731563665 0.00084733784369807807 0.02639494458038661 0.004490752837095306 -0.077619398159706712 -0.0071986099671955302 -0.00030022135763571123 0.0076285552869686905 0.004357161863345174 -0.013116643740426421 0.0002093558253818444 -0.1027389628234894 0.0064172896446552637 -0.045069388566839064 0.014484047820789362 0.0025740533764719124 -0.095276541650513774 6.9047712844721597e-05 0.0076791186913653751
leaf_weight=0.011127470731131406 0.080646602311254312 0.032494342619983629 0.046769452127470856 0.012538167138700373 0.033468668699924597 0.97227227590364862 0.63897017128036171 0.60308533147622201 0.011676597207142425 0.009853138517129767 0.064028065060028894 0.093992169983977192 3.2401317036279735 0.78196365279200042 0.67857477705615565 0.16836046231037372 0.62962678231895086 0.64673246266829665 0.14644484185555484 0.56075790645581947 0.15999185871623922 3.1456879625275183 0.16008776069065689 0.54246294486802071 0.09009402448111814 0.64500870782649045 0.54690729719914088 0.13337795274674036 32.140538773357406 1.746550945628768
leaf_count=78 62 25 80 8 13 634 50 25 386 129 14 90 255 45 27 24 32 30 30 20 17 63 25 5 35 18 10 26 1709 69
internal_value=9.81391e-07 -0.00596855 -0.0656157 0.00480717 -0.00192202 -0.000129192 0.000139829 0.00395726 0.0710333 0.00241337 -0.0219397 -0.0703682 0.00347712 -0.000219761 -0.00848997 3.81744e-05 0.00773119 0.0143108 -0.000355858 -0.0143101 -0.04619 -4.01388e-05 -0.00415608 -0.0214807 -0.0819713 0.000418302 -0.012317 -0.0414213 0.000723198 0.000461273
internal_weight=48.7742 1.10867 0.0704351 0.0236656 1.03824 1.00574 47.6656 4.10341 0.0923232 4.01109 0.167873 0.103845 3.84322 43.5621 1.31754 42.2446 2.05832 1.4287 40.1863 0.88911 0.328352 39.2972 3.93833 0.792645 0.250182 35.3588 0.82673 0.279823 34.5321 33.8871
internal_count=4034 838 166 86 672 647 3196 961 448 513 233 219 280 2235 77 2158 107 75 2051 61 41 1990 128 65 60 1862 66 56 1796 1778
is_linear=0
shrinkage=0.1


Tree=295
num_leaves=31
num_cat=0
split_feature=22 23 20 22 13 23 3 6 23 17 0 5 21 16 9 5 23 21 17 18 20 16 22 15 16 2 20 9 20 21
split_gain=0.00420921 0.0202132 0.0508542 0.0390404 0.0361294 0.013357 0.0221695 0.0188978 0.0181896 0.0155573 0.0570718 0.0800244 0.0194247 0.0652866 0.0134456 0.0696812 0.0131073 0.0129532 0.012846 0.0557956 0.0327188 0.0361501 0.0241937 0.0217395 0.0392947 0.0334546 0.0192792 0.0251846 0.0180456 0.0159579
threshold=-0.037054999999999998 -0.092630000000000004 41.770271989050009 0.04932000000000001 109.49014582065001 0.096315000000000026 82.885164161750012 13.755321390900002 0.10220000000000003 202.58869561095003 86.643628628100018 17.679107616400003 3.5904861669000003 20.404952284350003 200.95377551580003 17.324237253850004 0.12084500000000002 5.0536544109500001 204.12988953870004 14.320472989450002 38.748048509250005 20.084953032650002 -0.080019999999999994 20.520114807950005 14.504966081100003 154.31016903475003 42.488347682450005 214.65508306360002 43.084235337800003 8.3620534552000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 3 -2 -5 6 7 -3 -7 10 -8 -12 13 -13 17 -16 -17 -10 23 22 21 -21 -20 24 25 -1 -22 -28 -29 -27
right_child=1 5 -4 4 -6 8 9 -9 14 -11 11 12 -14 -15 15 16 -18 -19 19 20 26 -23 -24 -25 -26 29 27 28 -30 -31
leaf_value=-0.10035423111159213 0.079317526232755273 0.00049366561783660123 -0.10238087395375302 -0.10049768074537556 0.040461913341328537 0.019314223795712179 -0.0014677929242409866 0.019307158250550092 0.0097364280100552814 0.00056156120923429084 -0.010832422982118388 -0.10135774323061304 -0.10281631322952858 0.042589637442837745 -0.00502453778950155 0.039572613583583716 0.086807167577554231 -0.0019789200965283356 -0.022910496578659897 -0.10068903211034089 0.0016583962102524692 0.073179790277349596 -0.10491732537048411 -0.00032269461176458533 0.087115146054158599 0.056994979690881797 -0.082853834795454939 -0.050120353658756091 0.064938201003780463 -0.10042206900206754
leaf_weight=0.028097223329138887 0.13352479546453722 3.6241710432679302 0.025804786872196672 0.028045713803642514 0.051707322050788207 0.70994622025702447 1.6616078662611928 0.62616242986405257 1.2160287745822982 1.6202821165674093 0.52373285282776283 0.088621282211079233 0.14303962531045045 0.048889385856455192 0.55122162981251666 0.13975620150222312 0.10135283676208928 4.215320898576925 0.06539321858895164 0.062556988518105316 1.7066826758544733 0.014784315135329962 0.07996842614375177 30.959147071329426 0.078491172090636496 0.045399603987939408 0.063627350453643206 0.026210165265183605 0.028402561157463424 0.0075042675435099673
leaf_count=223 50 318 123 77 17 70 135 20 29 67 43 48 41 21 30 35 15 76 19 131 238 4 24 1630 76 171 96 16 33 158
internal_value=-1.91634e-06 0.00135796 0.0302096 0.0462519 -0.00910752 0.00090623 -0.00179102 0.00326528 0.00414921 -0.00705046 -0.0120521 -0.0339189 -0.0770168 -0.0501799 0.00241931 0.0145887 0.0594282 0.000644038 -0.00063782 -0.00831002 -0.00374688 -0.0674528 -0.0680253 -0.000132985 0.0366917 -0.0121692 -0.00104698 -0.0400966 0.0097184 0.0346658
internal_weight=48.6755 15.5092 0.239083 0.213278 0.079753 15.2701 8.33651 4.25033 6.93363 4.08617 2.46589 0.804283 0.28055 0.137511 6.22368 0.792331 0.241109 5.43135 33.1663 2.04763 1.90226 0.0773413 0.145362 31.1186 0.159492 0.0810011 1.82492 0.11824 0.0546127 0.0529039
internal_count=4034 1215 267 144 94 948 693 338 255 355 288 153 110 69 185 80 50 105 2819 561 518 135 43 2258 628 552 383 145 49 329
is_linear=0
shrinkage=0.1


Tree=296
num_leaves=31
num_cat=0
split_feature=6 16 20 0 22 15 16 10 21 3 7 20 23 19 6 13 7 18 20 16 17 18 16 20 19 0 18 21 13 5
split_gain=0.0042868 0.0595023 0.146896 0.0557283 0.0492182 0.0487874 0.122013 0.0380303 0.0878864 0.0650351 0.0677328 0.0494462 0.0490673 0.0248097 0.0214036 0.0909578 0.0115771 0.0357446 0.106819 0.0565103 0.0133122 0.0188683 0.0132964 0.0364949 0.11593 0.0367051 0.084869 0.0195087 0.0766255 0.0293712
threshold=14.745344522600002 19.199955102150003 41.385032804600009 92.313586825200005 -0.14259499999999997 29.329759478700002 18.684956306450005 66.590419433100024 1.0000000180025095e-35 89.600932571600012 23.974509389900003 36.364346611650006 0.11243000000000002 13.051052998800001 14.515339148550002 109.96062599345002 24.573979631000004 13.893471991850001 40.80591513400001 22.604947139800004 199.84861692095004 13.777522434500002 22.604947139800004 41.942745071500006 14.351157895250003 86.756543869550015 13.036600629150001 3.4801976177500005 115.68166489510001 22.862610686750006
decision_type=2 2 2 2 2 2 2 2 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 13 -4 -5 -7 9 -9 10 -3 -10 -13 -2 -1 -16 17 20 -19 -20 21 22 27 -24 -25 26 -26 28 -11 -30
right_child=1 7 4 5 -6 6 -8 8 11 16 -12 12 -14 -15 15 -17 -18 18 19 -21 -22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=-0.00055562981667020073 -0.098738616523917133 0.0071797036130136719 0.047622783919970935 0.086811516070899153 -0.10186695007266525 -0.057118019872974518 0.099502156808390446 0.0039531097296439692 0.012319149775570729 0.0012938989856599978 0.096835848788248385 -0.10124617957160593 -0.0086304536949972765 0.051305221152475058 -0.10067912794505751 -0.0016457711487450769 0.01313880538612233 0.0040220983583752097 -0.10330199106008489 -0.0021642801699560251 0.010989767120189569 -0.016825175669020857 0.00012796795506476831 -0.10263928680787138 0.029956033381468395 0.00057409729728589824 -0.10106483875708057 0.0018841921565651892 0.096272808298472345 0.0038012488682231914
leaf_weight=18.16000150566239 0.033272186010772198 0.20733684208244696 0.028508213151155815 0.3079039007288884 0.096836809571740901 0.096884186656097881 0.10222128772875294 0.61639304182608512 0.079573334252927452 0.6341215435241051 0.14195514962193556 0.21478012098305044 0.077969653299078345 0.016477690728308403 0.11276900303779669 0.52221889095380902 0.67435449748518195 0.56231456279056047 0.1850421556615629 0.078760763848549686 1.1604124941854923 0.64670857693999906 12.319519196889813 0.14199283738957902 0.085274668898136841 1.0175580047070978 0.11764421403051983 9.9611869804941744 0.14263503288384527 0.045243447254506464
leaf_count=2003 157 22 68 37 156 41 11 18 13 28 35 73 12 80 222 8 47 29 63 20 26 20 277 56 39 6 98 232 74 63
internal_value=-4.05579e-06 0.000741993 0.0299372 0.0519563 -0.0678673 0.0618667 0.0232912 5.79095e-05 -0.0192185 0.00073563 0.0436167 -0.0575798 -0.0765793 -0.0490425 -0.00118666 -0.0192333 0.000196324 -0.000125755 -0.0206072 -0.0731064 0.000518274 3.43895e-05 0.000480053 -0.00158958 -0.0171197 -0.00717017 -0.0460046 0.00310605 0.0179128 0.0740045
internal_weight=48.5879 29.7929 0.682104 0.556759 0.125345 0.507009 0.199105 29.1108 0.988716 28.1221 0.349292 0.372323 0.29275 0.0497499 18.795 0.634988 27.7728 27.0984 0.826117 0.263803 26.2723 25.1119 24.4652 13.682 1.36247 1.22048 0.202919 10.7832 0.822 0.187878
internal_count=4034 1801 550 326 224 89 52 1251 116 1135 57 98 85 237 2233 230 1078 1031 112 83 919 893 873 476 199 143 137 397 165 137
is_linear=0
shrinkage=0.1


Tree=297
num_leaves=31
num_cat=0
split_feature=9 19 20 8 9 23 19 2 0 17 6 6 9 7 9 9 15 17 0 23 9 16 15 21 9 16 22 5 22 14
split_gain=0.00401903 0.0154891 0.02407 0.0826914 0.0189622 0.0214388 0.0202145 0.0307812 0.123547 0.0177258 0.0176057 0.0832969 0.0495943 0.146959 0.0140899 0.0257552 0.0806389 0.0154936 0.0173614 0.0554028 0.01331 0.0165974 0.108407 0.033037 0.109521 0.0398948 0.0490465 0.0381878 0.0290535 0.0159008
threshold=200.84017322135003 14.551174033150001 41.32819714970001 8.2435668022500028 199.17419511990002 0.089305000000000023 14.351157895250003 101.23478163165002 85.705356740550016 199.84861692095004 16.485385178400005 16.505385645700006 195.70012057590003 22.721067571950005 203.06170522940002 202.37225149245003 25.020342488900003 199.84861692095004 86.89903215050002 0.082935000000000023 204.02774515060003 18.634956423400002 29.037712645600003 5.7087410616000005 214.88418602500002 17.634958761800004 -0.076484999999999984 15.237417718750002 -0.117885 161.40546423680004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 -6 10 8 -8 -7 -1 -12 13 -13 15 17 -17 18 -2 -20 -16 22 23 25 -25 26 27 28 -22 -23
right_child=14 2 3 -5 5 9 7 -9 -10 -11 11 12 -14 -15 20 16 -18 -19 19 -21 21 29 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00039177398466091101 -0.00038557499066777597 -0.00046187081598252099 -0.0024073895660630938 -0.080948616496532233 0.0030560673206933156 0.02828929525404697 -0.0048602199968877952 0.0020231632991942884 0.074201121408685122 0.0044838967932470863 -0.10281655943815589 -0.0023344390685201568 0.060139309898022408 -0.10339769417874951 0.008731780543203704 0.0016643777284448661 -0.064120117511820868 0.011989094734776572 0.0081676376440151226 -0.035303512957535456 0.073257433839696351 0.037561586937327279 -0.09471305708752556 -0.088091345748548711 -1.9083586562759366e-05 0.053861163323554562 0.00308321129540934 -0.10081886438913346 -0.10026679188010751 0.00092390980810446431
leaf_weight=10.489712210949333 2.5871980053198089 1.7277726704196532 0.52762410402556259 0.17970594069447543 3.2427000894889479 0.74681233493856758 0.58410684752743591 6.6692668716888193 0.29874422875582241 0.53821580252042622 0.092686092569919665 2.0700188993701696 0.10764731886229117 0.154631599425329 1.7240669971865816 0.51912210260357472 0.29067155783945964 0.62884411299091869 0.5493803064455276 0.62866153303025385 0.028769265587925696 0.11979305204658786 0.13445210830718668 0.18517022435224806 0.59453542448628482 0.14360118153126666 2.1376573973790305 0.082912097666849149 0.014518128615378711 10.624231223290932
leaf_count=1549 28 47 30 50 46 37 29 209 55 10 20 449 13 17 42 17 39 67 8 54 69 32 192 137 83 39 156 39 60 411
internal_value=-7.00065e-06 0.000790015 -0.00682318 -0.0223618 0.00153173 0.00738781 0.000236235 0.00434597 0.021893 0.0183187 -0.00216701 -0.00984613 -0.00615146 -0.00935917 -0.00104836 -0.00556104 -0.0219487 -0.00254094 -0.00496765 -0.0150307 0.000438904 -0.000577579 -0.00675559 -0.00304506 -0.0209351 0.00274902 -0.000493131 -0.0610718 0.0150593 0.00133241
internal_weight=48.4232 27.4296 2.4351 0.70733 24.9945 4.52773 20.4668 7.55212 0.882851 1.28503 12.9147 2.42498 2.3323 2.22465 20.9936 5.20388 0.809794 4.39408 3.76524 1.17804 15.7897 14.0656 3.32162 3.18716 0.779706 2.40746 2.26386 0.126199 0.0432874 10.744
internal_count=4034 2561 127 80 2434 93 2341 293 84 47 2048 499 479 466 1473 213 56 157 90 62 1260 1218 775 583 220 363 324 168 129 443
is_linear=0
shrinkage=0.1


Tree=298
num_leaves=31
num_cat=0
split_feature=8 20 9 12 9 22 4 16 3 21 9 20 9 8 6 18 23 17 17 14 15 6 17 23 10 21 9 17 20 22
split_gain=0.00438684 0.0198814 0.0455796 0.0313917 0.00839361 0.00482232 0.0274646 0.0136768 0.034468 0.052635 0.0119427 0.0584997 0.0395416 0.024282 0.0810943 0.0187009 0.0872401 0.0680221 0.0260591 0.059934 0.0214752 0.0163724 0.0334736 0.0152865 0.0141962 0.0139899 0.0126289 0.0577272 0.0118678 0.0113459
threshold=8.8430989333000021 40.00488309970001 227.07958281845004 79.133367176650012 217.30761232770001 -0.037054999999999998 159.10550013555002 22.654947022900004 93.765354215650021 3.5904861669000003 207.04102956050002 42.599563320500003 216.65333892300001 8.3434888241000014 13.78532209185 14.738651916450001 0.088220000000000021 199.72613295375004 191.24148878695004 195.79334380740002 20.729785921300003 14.205331905300001 182.96786557845004 0.085335000000000022 77.543197856500015 11.192543930900003 203.06170522940002 203.48482458890001 47.709122305950011 -0.053159999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 10 -7 -8 9 -9 15 13 23 14 -12 21 17 -17 19 -18 -19 22 -1 -13 -21 -14 27 -20 -24 -23
right_child=1 2 -4 4 -6 6 7 8 -10 -11 11 12 25 -15 -16 16 18 20 26 24 -22 29 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0079572853064530796 0.00026363379720235712 0.05832045552914597 0.078218131775939295 -0.1018559800421667 -0.039029781150293957 0.043856622570296794 0.00042040884314781626 0.10041457587452302 0.00071643276720721911 0.0058733062439092799 -0.0053190577780835753 -0.04037169153185155 -0.025687237815166589 0.00025987843436721977 -0.10130441351480897 0.085952202697346422 0.085530625370663707 0.071694966866825902 -0.080417045413666968 -0.10130359230314556 -0.10042070632247997 0.00071433712106785399 -0.10078039282550932 -0.10334449886473679 0.032237661350835611 0.073334884860262448 0.0049576407747255625 0.00065283121296998647 -0.0018004811138764962 -0.0055290925969066762
leaf_weight=0.49847878954514868 0.65667583895174075 0.017763824082067003 0.026999388617696241 0.079604978194197429 0.029016307043150391 0.15208921951377696 14.333946112496266 0.1011737923545305 0.60306704498361796 0.14090041542658582 0.55929237951465438 0.061136451600759645 0.034375489076865051 3.9144530457017481 0.10445924320811173 0.21647668826596334 0.09742052558249259 0.0096406637285144647 0.10546007079726738 0.027078635240201265 0.029225396947584414 21.303643476094059 0.058291317864153314 0.10433144237595116 0.011275165215330674 0.024391175196797121 1.0644872308620277 0.52551918215701932 0.015291399739023603 3.3712613481007194
leaf_count=112 78 16 11 66 30 37 1036 29 19 23 194 22 37 152 61 314 12 135 61 12 72 1148 62 31 52 13 51 54 54 40
internal_value=-1.08603e-05 -0.00730783 -0.0397231 -0.0649186 -0.085073 0.000113668 0.00157295 0.00114928 0.0135113 0.0453864 -0.000582515 -0.00518161 -0.055052 -0.00273902 -0.0204249 0.000225535 0.00932404 0.0640825 0.00168869 0.043843 -0.0577277 -0.000526429 -0.0172511 -0.0800775 -0.0620454 0.015412 -0.00168707 -0.012897 -0.0802111 -0.000138685
internal_weight=48.2772 0.81006 0.153384 0.126385 0.108621 47.4672 15.3312 15.1791 0.845141 0.242074 32.136 4.80244 0.224235 4.5782 0.663752 27.3335 2.08658 0.255343 1.83124 0.135774 0.0388661 25.247 0.572062 0.165468 0.0383538 0.0587667 1.69547 0.630979 0.0735827 24.6749
internal_count=4034 201 123 112 96 3833 1144 1107 71 52 2689 510 103 407 255 2179 763 521 242 76 207 1416 228 53 64 50 166 115 116 1188
is_linear=0
shrinkage=0.1


Tree=299
num_leaves=31
num_cat=0
split_feature=10 3 16 15 22 9 23 23 2 18 2 3 15 6 19 20 7 18 17 10 22 22 9 8 2 9 13 12 18 9
split_gain=0.00404052 0.118441 0.0646325 0.0998386 0.129587 0.0677375 0.0544268 0.0244281 0.0716009 0.0212567 0.0275193 0.0192993 0.0192975 0.0341048 0.0174394 0.0408667 0.0282562 0.0161198 0.0593486 0.0765654 0.0729932 0.0985703 0.0420552 0.0149513 0.0125001 0.0109214 0.00963188 0.00962228 0.00957027 0.0263487
threshold=71.015621515800021 83.538459487450012 18.734956189500004 29.329759478700002 -0.061874999999999999 196.64273721640004 -0.085699999999999998 -0.09053499999999999 54.465024697200008 13.545319032100002 41.467794892200004 103.00289635185001 33.423812040500003 14.935348962050002 13.751109481500002 38.334060527150008 20.873561687950005 14.118140587000001 200.11066131620001 66.964115113200009 -0.083424999999999985 -0.039434999999999998 204.27826083785001 8.543332867800002 244.78475047185003 66.346857137250012 107.70500962200002 86.968866757150025 13.946975448150001 206.36238950785003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 5 -5 9 -3 8 -2 10 -1 26 -6 -14 15 -4 25 28 -19 20 23 -22 -21 -20 -23 -17 -12 -8 -16 -30
right_child=1 6 14 4 12 -7 27 -9 -10 -11 11 -13 13 -15 17 16 -18 18 19 22 21 24 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.10197963566936477 0.100804051840267 0.049758621594394453 -0.0056387864001084696 -0.094675310347220099 0.099980814006741692 0.091531538188023176 -0.0074860347698945204 2.4899278598844495e-05 -0.097856730180680571 -0.08373128638403976 -0.02145118401547233 -0.10004020240161877 -0.10077940164632773 0.10029668552190381 0.00050184071350696362 0.079054151336331202 -0.10119071426187967 0.086320973517850716 0.043568653612313893 0.0034635093127244826 -0.081175613471178631 0.012741831851976993 -0.10098477473621817 0.10020668743766976 0.073791045546156384 -0.048097936145749337 0.094447101806819644 -0.10074762473096346 -0.022296179567325772 0.0025805332096617197
leaf_weight=0.01432635233504953 0.023928118869657733 0.030240734360578614 0.70046593562801618 0.11135078942334076 0.058851715815649186 0.26652098190879769 0.011809707431894689 15.136501259143335 0.075031521968687898 0.025747560078681175 0.0086477744498978382 0.0072269431558140687 0.016002703079720959 0.017837565392255783 28.874900544575588 0.013810067031954532 0.081120724194761351 0.10104596248129283 0.091880724070506403 0.06735859380569309 0.10971099029120523 0.060959267953876406 0.090131992983515374 0.09459136740770191 0.074563959205988795 0.013223031292852738 0.041979427310820938 0.17496498958745832 0.69336619026034796 1.1031924050548694
leaf_count=3 1 50 79 61 14 44 12 1398 205 92 124 275 40 2 944 25 33 12 31 20 40 11 26 21 34 38 43 287 42 27
internal_value=-1.09518e-05 -0.00134376 0.000618122 0.0340422 -0.0219651 0.0653989 -0.0746997 -0.000298869 -0.0498212 -0.00572387 0.0221022 0.0528285 0.0653816 0.00520994 2.74747e-05 -0.0144724 -0.0716842 0.000401336 0.0155142 0.00337098 0.025144 -0.0107121 -0.0563123 0.0722993 0.0463307 0.0168587 0.0746502 -0.0948507 6.12298e-05 -0.00702042
internal_weight=48.1913 15.4525 32.7388 0.568492 0.204043 0.364449 0.217015 15.2355 0.0989596 0.0979281 0.0721805 0.0578541 0.092692 0.0338403 32.1703 0.80862 0.108154 31.3617 0.690243 0.589197 0.431706 0.245234 0.157491 0.186472 0.135523 0.0270331 0.0506272 0.186775 30.6715 1.79656
internal_count=4034 1953 2081 698 117 581 349 1604 206 537 445 442 56 42 1383 175 96 1208 195 183 137 85 46 52 45 63 167 299 1013 69
is_linear=0
shrinkage=0.1


Tree=300
num_leaves=31
num_cat=0
split_feature=8 20 9 4 23 10 3 16 15 22 9 23 23 2 18 2 8 20 19 15 20 5 20 20 12 9 18 17 15 22
split_gain=0.00397469 0.0183503 0.0375186 0.0235592 0.00994087 0.00398537 0.10959 0.05936 0.089572 0.115496 0.0623254 0.0523175 0.021721 0.0637997 0.0185793 0.0245891 0.0174505 0.0158292 0.0151526 0.0402963 0.0295156 0.0142493 0.0209192 0.0119028 0.0561771 0.0167141 0.00902647 0.0564296 0.0542319 0.0533975
threshold=8.8430989333000021 40.00488309970001 227.07958281845004 147.84286409485003 0.11082500000000002 71.015621515800021 83.538459487450012 18.734956189500004 29.329759478700002 -0.061874999999999999 196.64273721640004 -0.085699999999999998 -0.09053499999999999 54.465024697200008 13.545319032100002 41.467794892200004 5.9453602998000008 47.927946529500012 13.751109481500002 31.233764884050004 36.893814626400008 19.476154597300006 39.256147742250008 37.311503175250003 127.28368602940002 202.67187917800004 14.118140587000001 200.11066131620001 30.108785229950005 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 7 12 8 10 -10 14 -8 13 -7 15 -1 17 -17 19 23 -21 -11 -23 -9 -25 -26 -20 -28 -29 -30
right_child=1 2 -4 4 -6 6 11 18 9 21 -12 -13 -14 -15 -16 16 -18 -19 26 20 -22 22 -24 24 25 -27 27 28 29 -31
leaf_value=-0.10178840764180695 3.4110697040501155e-05 0.038442633342238131 0.074807431377925449 -0.10156491793962859 -0.02915884740979768 0.10072695195815917 0.045887931409116275 -0.0094705084260492418 -0.093163310838669036 0.10025129424633708 0.091558981011357884 -0.098823874736336192 2.5128789438843923e-05 -0.095913663537181226 -0.080806163812716339 -0.10004306056576284 0.1001720371250461 0.067648280793111387 0.00030059704589665084 -0.0023059870268038541 -0.10132168669025031 0.100268382815279 -0.054763420121794706 -0.09447262767574538 0.0045170383511491958 0.10069441846168221 0.083852022247796421 -0.088330278028604423 0.050446143272849145 -0.01884684159632323
leaf_weight=0.012986133384404464 0.65505350316379818 0.019197315315977903 0.023796125984517857 0.072662081125741906 0.025656890755271888 0.021666787564745493 0.029550482243028142 0.55673723971767941 0.10159398568833922 0.048883509822189808 0.24346740014152601 0.16162111578016158 15.135856454325506 0.069184416506073099 0.02409849096244443 0.011157738412691742 0.031065897695953026 0.011360426580040439 29.934187855959411 0.047860051257885061 0.081152600998336766 0.016144420951604843 0.01888478831097018 0.028437913646484958 0.027046333693306224 0.054437871091067791 0.093988378765060498 0.061744929116684943 0.19833034593648335 0.25316883897176012
leaf_count=3 78 23 11 66 23 1 50 38 54 7 27 286 1394 204 92 418 14 10 878 12 36 2 43 16 63 3 12 18 61 91
internal_value=-1.03792e-05 -0.00701634 -0.0396987 -0.0628853 -0.0826701 0.00010764 -0.00121216 0.000746392 0.0342679 -0.0214527 0.065203 -0.0764549 -0.000267488 -0.0490175 -0.00556919 0.0216667 0.0515861 -0.0154427 0.000190527 -0.0134331 -0.0645897 0.0653681 0.0166883 -0.00353318 0.0265384 0.0687711 0.000545452 0.0126158 -0.000429384 0.0115915
internal_weight=48.071 0.796366 0.141312 0.117516 0.098319 47.2746 15.4179 31.8567 0.519643 0.185507 0.334136 0.191172 15.2267 0.0908512 0.0906687 0.0665702 0.0535841 0.0225182 31.3371 0.795672 0.129013 0.0839127 0.0350292 0.666659 0.109922 0.0814842 30.5414 0.607232 0.513244 0.451499
internal_count=4034 201 123 112 89 3833 1935 1898 670 106 564 336 1599 205 537 445 442 428 1228 168 48 52 45 120 82 66 1060 182 170 152
is_linear=0
shrinkage=0.1


Tree=301
num_leaves=31
num_cat=0
split_feature=7 3 7 18 20 9 22 20 12 6 2 18 22 21 0 8 7 6 6 23 18 9 23 0 22 2 7 7 18 7
split_gain=0.00380009 0.023629 0.0195161 0.0141866 0.00921645 0.00547503 0.0223158 0.0552203 0.0346566 0.0206359 0.0198248 0.0121365 0.0109863 0.0432121 0.0140256 0.0128874 0.0069145 0.0052867 0.0121738 0.010047 0.00929592 0.0107463 0.0103757 0.00497617 0.041776 0.0442387 0.00604094 0.00748257 0.0229568 0.043633
threshold=22.105125139000005 94.340684255550016 21.147833206800005 13.154691941050002 38.244973486750006 186.68586460755003 -0.073609999999999995 41.741384785950011 161.47699165635004 15.635365317800002 183.39255704500002 14.053554955550002 -0.094519999999999993 10.393723370700002 86.382848189450016 7.7439566930000003 22.747724408400003 16.715390552450003 16.935395692800004 0.099855000000000027 11.284811422350002 227.07958281845004 0.075350000000000014 85.732241321850012 -0.054619999999999995 69.881082014850008 22.477322886550002 22.620600126450004 13.043896815850003 22.792619241600004
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 9 -9 11 -10 -8 13 15 -15 16 -2 -3 -19 20 22 -22 -20 24 25 -7 -25 -28 -29 -30
right_child=5 17 4 -5 -6 23 7 8 10 -11 -12 -13 -14 14 -16 -17 -18 18 19 -21 21 -23 -24 26 -26 -27 27 28 29 -31
leaf_value=0.093516109878768294 0.064647845428933301 0.0009577160693989182 -0.01716665710192319 -0.069215106521705858 -0.095360228570249297 0.069596511064089123 0.10005323968229814 -0.10203182818210338 0.097719360556282192 0.10038153729073296 -0.10055122623048021 -0.10019280905075434 0.00093217991125452344 -0.10058836719765828 0.044356129410422315 0.1001198566275779 -0.10004404739671624 -0.10044104584215874 0.09059247262259823 0.051324559937983551 -0.10014143191621028 0.1000439069918953 -0.1002615394606463 0.009836604758613407 0.0020985570570238219 -0.093881442833503373 -0.0082735371040102978 0.017589055527417474 -0.040612438020919031 7.8706281433836015e-06
leaf_weight=0.01377926089343684 0.0048476021389384227 0.91402259566390498 0.020292298995997271 0.0087648340315293893 0.058614269292331045 0.020186954468954355 0.004587980569342843 0.034490530898775518 0.020501061290218558 0.092486976063810289 0.0066882999655071265 0.0088939550676734314 2.6345011447649469 0.023366454004644766 0.0093464009453221308 0.056050392260658555 0.0053768808000747015 0.017230572115522591 0.0091189946181344794 0.020595026242062886 0.020363144201382966 0.0030882930150255552 0.0041424435028147863 0.61344149027718131 0.59313751111278534 0.091961469414172825 1.1066291847382661 0.73377717743278381 0.26617657671886163 40.548433604845158
leaf_count=16 19 291 14 68 84 3 3 45 39 16 81 159 108 11 189 12 232 34 69 33 216 4 9 20 49 133 25 25 38 1989
internal_value=-1.027e-05 -0.00584727 -0.0518074 0.0302485 -0.0752513 0.000125462 0.00433307 0.0397475 -0.0354783 0.0835331 0.0489469 -0.0320479 0.00216106 0.0348669 -0.0591762 0.081286 -0.0219608 -0.00113063 -0.0267388 -0.00457903 -0.0359396 -0.0737793 0.0309759 -0.000152133 -0.00848422 -0.0644551 -1.63178e-05 -0.000158017 5.81373e-05 -0.000257039
internal_weight=47.9649 1.09001 0.101451 0.0225441 0.0789066 46.8749 2.90114 0.167649 0.0616799 0.105969 0.0271894 0.0134819 2.73349 0.0989877 0.0327129 0.0662749 0.0102245 0.988561 0.0745385 0.0573079 0.0367129 0.0234514 0.0132614 43.9737 0.705286 0.112148 43.2685 42.655 41.5484 40.8146
internal_count=4034 838 182 84 98 3196 914 343 165 178 120 162 571 463 200 263 251 656 365 331 298 220 78 2282 185 136 2097 2077 2052 2027
is_linear=0
shrinkage=0.1


Tree=302
num_leaves=31
num_cat=0
split_feature=18 13 4 18 6 19 15 0 23 5 20 6 2 18 6 16 15 15 21 3 5 7 22 22 17 17 5 22 20 18
split_gain=0.00336482 0.0211528 0.0278442 0.00906333 0.0138551 0.00522706 0.00461737 0.00451629 0.0203059 0.0798566 0.00971134 0.0224202 0.018209 0.108735 0.0237815 0.0126345 0.00892667 0.122595 0.0371902 0.0418532 0.0332568 0.0309988 0.0250448 0.052574 0.0124442 0.0169503 0.00998114 0.0131909 0.0442146 0.0266367
threshold=16.587089536200001 101.53768667075001 252.13038187165003 16.869810935650005 12.165284239900002 13.451085274650001 20.313914079200003 96.959242474650011 0.080770000000000022 16.569990495050003 40.844669808050007 13.65531905435 82.82761181390002 14.85568425095 14.060328517350003 14.694965636800001 28.504445985850001 28.343014915050002 0.93316694850000015 87.447477609050011 16.424511567200003 25.271514403800001 -0.076484999999999984 -0.10946499999999999 199.59317753375004 168.59667799010003 18.393720489900002 -0.056724999999999998 42.360359531950003 14.586813620750002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 6 5 -5 -4 16 9 -9 12 15 -10 -14 -15 -12 17 18 19 -1 21 -20 23 24 25 -22 27 28 29 -18
right_child=1 -3 3 4 -6 -7 -8 8 10 -11 11 -13 13 14 -16 -17 26 -19 20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.067000319120133309 -0.1003773464273303 0.050984874330867319 -0.10048174751048358 0.00070302854998540582 0.061752281281249134 0.053331517499568694 -0.0075376012218254769 -0.0068231439743768737 0.0019765303724705377 -0.10425642853594766 0.0041199331364101385 0.020423349473341023 -0.001892031359875561 -0.098025741192544744 -0.017099398718132382 -0.012978795173743549 -0.10112344828913633 0.099575942366620096 -0.052291595069812284 -0.079673076496094633 -0.07108505113530933 0.10006972213344441 -0.00041309299586919803 -0.10092523930632513 -0.10026810445148136 0.056792879257629381 0.00029541809408782231 -0.0017157671641090081 -0.0044436234499403366 -0.015132558447810579
leaf_weight=0.14556434701947285 0.026391403826015014 0.0940748859939049 0.011988208850333137 0.52811241505514284 0.042658108737668954 0.019571267868286668 0.0096456029004912125 1.059003894490983 2.6352163255564847 0.091377743845889259 1.5592651079029032 0.66167174687143404 1.487194483755047 0.15847482937982693 0.047106696161790751 0.5978362022742657 0.088929028555867595 0.1322270210409896 0.017358652844582045 0.022456020917800856 0.012874827249040433 0.057875608446465776 3.1169863140365512 0.075639173052678532 0.0079892564048620329 0.053181001555579144 32.937025875257518 1.639203475031535 0.50987109036285716 0.060549688103492372
leaf_count=37 183 36 29 529 26 43 16 269 67 34 53 24 13 160 18 80 29 15 104 204 173 12 194 46 9 100 1420 41 27 43
internal_value=-9.61013e-06 0.00671627 0.00019249 0.00452956 0.00685921 0.00258369 -0.0590419 -0.000114037 -0.00223202 -0.0145625 -0.000247233 0.00432047 -0.00322213 -0.0113151 -0.0794824 -0.000618944 0.000337975 0.00505107 0.00149009 0.0473973 -0.000817975 0.0649157 -0.00233188 -0.0422882 0.0176113 0.0318684 -0.000149197 -0.0065203 -0.0184648 -0.0662909
internal_weight=47.9073 0.732442 0.638367 0.611976 0.590342 0.547684 0.0216338 47.1749 8.29715 1.15038 7.14677 2.81877 4.32799 1.69278 0.205582 2.1571 38.8777 3.64215 3.50993 0.16802 3.3419 0.0752343 3.26667 0.149684 0.0740451 0.0660558 35.2356 2.29855 0.65935 0.149479
internal_count=4034 862 826 643 598 572 45 3172 718 303 415 157 258 191 178 133 2454 894 879 241 638 116 522 328 282 273 1560 140 99 72
is_linear=0
shrinkage=0.1


Tree=303
num_leaves=31
num_cat=0
split_feature=10 21 10 8 10 23 16 9 13 19 22 20 21 6 22 10 15 22 17 6 12 0 22 6 6 15 23 18 13 0
split_gain=0.00343137 0.0172495 0.106086 0.0202596 0.0510951 0.0346528 0.0228718 0.0228118 0.0106207 0.020875 0.0323539 0.0169124 0.013641 0.0142395 0.0105954 0.0446378 0.0291984 0.039562 0.0322547 0.0229467 0.0191461 0.0179811 0.0143903 0.0474879 0.0680503 0.0350849 0.0131644 0.0107583 0.0105264 0.00828767
threshold=61.987779113750001 8.7462497811500022 61.966271448700006 8.3434888241000014 61.901748453550006 0.098105000000000026 22.764946765650006 65.725663995500014 117.55283175385001 14.351157895250003 -0.071864999999999998 41.385032804600009 6.7697770556500005 16.515385879350003 -0.26894999999999997 62.837331883000012 33.005488016050009 -0.58559499999999998 197.01076493205002 13.835323260100003 199.78749241660003 97.991610396700011 -0.14429 16.465384711100004 15.975373262050001 29.712811603950005 0.085035000000000013 13.342238590850002 99.115385895250014 86.103248543850015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 14 11 12 -10 13 -11 15 -2 17 18 19 -17 -20 -22 23 24 25 26 27 -16 -19 -3
right_child=8 29 -4 -5 -6 -7 -8 -9 9 10 -12 -13 -14 -15 22 16 -18 28 20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.082859831072349566 -0.10217255695438221 -0.0018146570294504298 -0.088665818661275736 -0.0018018055380220933 -0.096706281797466112 0.086461545367217521 0.085148219148610191 -0.10097032598545558 0.0023656867861633095 -0.016314995447920196 0.026503668949917208 -0.018353570647546179 0.0083927909689930236 0.0064635599318662966 0.045764018962545568 0.071695611820020475 0.088398924926297737 0.025534821350419019 -0.10075496419368531 -0.0098400967288845564 0.075808552530879869 -0.10018625227940184 -0.00030034260665936179 -0.083954022095588832 0.092077579335847745 -0.10132625817492912 0.066017103479809366 -0.10025953309197769 -0.10043421958925365 0.006825420840384829
leaf_weight=0.0082046676616215342 0.052996401649560432 2.2382207613487566 0.15145496196782904 3.7244200806496792 0.078225220441254351 0.037959241179123637 0.012276118039153516 0.038082201263080151 1.1245049059507426 0.5635823727673992 0.7818660907869347 0.60642289630777657 2.2285668550857736 0.53491095082904394 0.0090174337071670108 0.075643228567763288 0.031578470519889379 0.0075919426656381175 0.035143953353227175 0.063484812344540842 0.016338056564563885 0.0090047124736614137 32.905536098539372 0.034769203279211069 0.11813756928313524 0.035207635668513149 0.033204838690572558 0.011454449159860047 0.052552266591071373 2.2028210310381837
leaf_count=18 8 158 71 155 52 16 7 256 25 39 39 36 42 11 22 60 16 73 51 13 6 70 2151 12 34 24 64 360 118 27
internal_value=-1.04239e-05 -0.00183343 -0.00655269 -0.00336317 -0.0366409 0.0120384 -0.0362011 -0.0683852 0.000383163 0.00431843 0.00819893 -0.00489321 0.00389728 -0.00522299 -0.000303019 -0.0177542 -0.00239792 -0.0134359 0.00798578 0.0344905 -0.0529788 0.0132746 -0.000121737 0.0241849 0.0423468 -0.0237512 0.0271318 -0.0359392 -0.0845333 0.00247095
internal_weight=47.8232 8.49166 4.05062 3.89917 0.174747 0.0965222 0.058563 0.0462869 39.3315 5.83985 4.10893 1.73093 3.32706 1.09849 33.4917 0.344334 0.291337 0.259759 0.199615 0.139128 0.0604867 0.0253428 33.1473 0.241791 0.207022 0.0888844 0.0536767 0.0204719 0.0601442 4.44104
internal_count=4034 760 575 504 349 297 281 274 3274 192 131 61 92 50 3082 415 407 391 200 73 127 76 2667 516 504 470 446 382 191 185
is_linear=0
shrinkage=0.1


Tree=304
num_leaves=31
num_cat=0
split_feature=15 21 17 0 22 22 13 13 5 20 20 20 22 15 20 23 13 4 3 16 2 14 23 17 4 14 5 0 0 17
split_gain=0.00345554 0.0181871 0.0640628 0.0105318 0.016111 0.00688037 0.0342607 0.0302571 0.0478165 0.0449531 0.02651 0.0248742 0.0152285 0.0487395 0.0265926 0.0164029 0.0150209 0.0110719 0.0106977 0.0152868 0.0123788 0.00739657 0.0684819 0.0622213 0.0358145 0.0322702 0.0318359 0.0561172 0.0258795 0.0255936
threshold=46.074827201850006 15.285239689500001 199.84861692095004 85.495657006400009 -0.10290999999999999 -0.50001499999999999 117.38883580790001 104.08096806215002 14.285627908 39.792680591700012 41.066313126200008 42.558389508100007 -0.16276499999999997 37.491361913600009 39.110279783550006 -0.10747999999999999 95.986020631400024 375.65892766775005 108.40938565220002 18.704956259700005 145.31340866805002 297.99467037105006 0.087555000000000022 193.58923865885004 327.38578912530005 351.89546341965007 21.072048321250005 98.413698323200009 99.470262368500016 220.04646848500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 7 8 16 -9 -11 -12 13 14 15 -7 -1 18 19 20 -16 -14 23 -23 -25 -26 27 -24 -29 -27
right_child=1 -3 -4 -5 -6 12 -8 9 -10 10 11 -13 21 -15 17 -17 -18 -19 -20 -21 -22 22 26 24 25 29 -28 28 -30 -31
leaf_value=-0.10040031922477043 0.10006976603664267 0.0038837579022473613 -0.0034768546028987528 -0.097597426140833429 -0.10018633292240542 0.051199172181271603 -0.10191319925299834 -0.05271613489781693 -0.10078028230345833 0.097697184541776019 -0.10082791822823303 0.062719221190794552 -0.00017230621869177302 0.078773013584816864 -0.081180242473661221 -0.092180849007599611 0.076314835051441265 -0.10008395674034297 -0.062270788426933926 0.093694997106541611 0.051827216065881115 -0.073464115157504242 -0.093575990679694299 0.090807834695775788 -0.10127683933742813 0.060139675740553691 0.0023114353136835038 0.098445032065289942 -0.027394481702465154 -0.10034773049731766
leaf_weight=0.0057708744594141539 0.0072629800124559543 1.0619340910434401 0.58378608751598904 0.098299490370891363 0.0089904590294044295 0.0096822203613680102 0.039368929847114487 0.050792320354958065 0.0596848351775634 0.070322731520718662 0.016002657677745447 0.022201470186246297 43.150543775460562 0.09952761183376424 0.012178920037854368 0.045354554969832317 0.028889596316730604 0.0066706378406866653 0.009896725244288973 0.035113514146360103 0.016446307638425139 0.037874823902002031 0.09464707173174236 0.17961259681206343 0.018494649859885026 0.089877352048938874 1.8034227350377987 0.028424161806469783 0.038449143936447605 0.011172064620737387
leaf_count=139 7 20 43 70 42 96 27 38 51 14 18 70 2124 27 98 75 43 67 49 26 77 177 75 64 22 201 81 4 148 41
internal_value=-1.08552e-05 -0.00435906 -0.0168936 -0.085268 -0.0107003 0.000155608 -0.0151186 -0.00164802 -0.0465285 0.0249292 0.0612685 -0.00578617 0.000253575 0.0256513 -0.0134131 -0.066957 0.0468922 0.0232826 0.0344584 0.0494776 -0.00476228 0.000122335 0.00564539 0.0472918 0.0625801 0.0201685 -0.00149789 -0.0440302 0.026093 0.0423961
internal_weight=47.7407 1.76027 0.698339 0.114553 0.0162534 45.9804 0.293033 0.253664 0.0943453 0.159319 0.108527 0.0382041 45.6874 0.23487 0.135343 0.0550368 0.0346605 0.0803061 0.0736355 0.0637387 0.0286252 45.4525 2.30197 0.337031 0.299157 0.119544 1.96494 0.16152 0.0668733 0.101049
internal_count=4034 182 162 119 49 3852 400 373 233 140 102 88 3452 515 488 171 182 317 250 201 175 2937 813 505 328 264 308 227 152 242
is_linear=0
shrinkage=0.1


Tree=305
num_leaves=31
num_cat=0
split_feature=5 6 16 7 10 7 19 16 7 23 22 6 15 22 15 18 20 13 15 9 21 9 13 15 18 20 23 13 6 4
split_gain=0.00310396 0.0579394 0.0517836 0.0194304 0.0375832 0.0164063 0.0119363 0.0135419 0.00823677 0.00808079 0.00775059 0.0365697 0.030872 0.022765 0.0469594 0.029657 0.0192147 0.0391873 0.0175901 0.0159002 0.0128512 0.00786335 0.00969062 0.00742688 0.00735903 0.00969893 0.00719253 0.0100727 0.00718744 0.00715058
threshold=23.730745871350006 16.395383075500003 21.094950670800003 22.977992916200005 61.622148808000013 21.725272673150005 14.451165964200003 22.644947046300004 20.752538901500003 0.10184000000000003 -0.50001499999999999 13.78532209185 24.118672490250002 -0.16276499999999997 37.491361913600009 13.4793103924 40.340071172300007 109.72404167800001 29.037712645600003 208.07152902175002 5.2345280387500006 198.16621393750003 102.94912718925001 12.836982748150001 13.3584252364 42.899217095850013 0.078905000000000017 116.35915634395 13.200308423050002 292.37128869975004
decision_type=2 2 2 2 2 2 2 2 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 8 24 -8 9 26 11 12 19 14 15 -12 17 -13 20 21 -17 22 -1 -21 -5 -26 27 -3 -22 -15
right_child=1 3 -4 6 -6 -7 7 -9 -10 -11 13 16 -14 29 -16 18 -18 -19 -20 23 28 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.05870221751127315 0.057795236373349962 -0.10027491848912484 -0.098856693055007411 0.00091230105533865967 -0.09684391467465836 0.088062789574823691 0.018703160946414978 -0.0027642290859612216 -0.10020533191017576 0.099859511917873012 0.073539637207679684 -0.10076227571522367 -0.077139212277778993 -5.5435423036672072e-05 0.088745283218076731 -0.10047919056205951 -0.10161177780372505 0.038017803652792337 -0.10078462835170283 0.028019371105127727 -0.046357006054129554 0.088824194705305004 -0.10029716112677381 -0.10025193197460824 -0.01777008099941468 0.001026120207674179 -0.10016881465297348 0.033776961998164975 0.099629712984198149 0.0064904889821363713
leaf_weight=0.01378755507754803 0.0263457161211339 0.0072208859675270123 0.10601814895926509 2.090109494134595 0.060154703467475201 0.019443421594473875 0.66062475858200265 0.52926680896962353 0.010095322700550469 0.0068355072708072831 0.025644689287349531 0.03648687955137575 0.024218498735706362 40.846165939889325 0.086173418414546177 0.0072714203300412441 0.05067474964334906 0.04599546009558253 0.034778533794451505 0.0092446960296967973 0.004683902113012727 0.05589373166247924 0.0053092665962140009 0.0088206596153668215 0.60028895617818967 0.50587409776608183 0.0083850337091462279 0.025053431651429037 0.012045020559327213 1.7398624925408572
leaf_count=122 59 151 46 27 180 17 40 32 23 12 53 28 35 1803 21 48 70 13 23 15 78 34 7 36 35 16 48 127 14 821
internal_value=-1.02125e-05 -0.00246291 -0.0676767 -0.000554607 -0.0376137 0.00863861 0.000604508 0.00915441 -0.0181763 -0.000740573 0.000255304 -0.0172857 0.0234332 0.000358044 0.036815 -0.0161916 -0.0531478 -0.0233729 -0.0553406 0.049608 0.0105117 0.0698964 0.0144975 -0.0346109 -0.00257841 -0.00917414 -0.0176531 0.0037849 0.0587551 0.000212
internal_weight=47.6628 4.65572 0.132364 4.52335 0.137188 0.0770336 4.38616 1.18989 0.0575902 0.0474949 43.0071 0.250431 0.117274 42.7566 0.170597 0.0844236 0.133157 0.0824823 0.0587789 0.0930559 0.0240003 0.0749906 0.0190968 0.0180654 3.19627 1.10616 0.0406594 0.0322743 0.0167289 42.586
internal_count=4034 813 105 708 558 378 150 72 361 338 3221 360 249 2861 237 216 111 41 163 214 140 163 129 51 78 51 326 278 92 2624
is_linear=0
shrinkage=0.1


Tree=306
num_leaves=31
num_cat=0
split_feature=8 20 9 15 22 9 2 22 2 9 9 15 4 9 9 12 19 23 21 15 18 2 19 22 0 22 20 7 9 23
split_gain=0.00294619 0.0187816 0.0324076 0.0180506 0.00647239 0.00334395 0.0162819 0.0160522 0.0140822 0.00643822 0.00453528 0.0118039 0.00349038 0.0200512 0.0357222 0.0416212 0.0312551 0.0277887 0.015735 0.00977669 0.0343646 0.0833032 0.0472549 0.0232428 0.0103346 0.00987486 0.0527557 0.0655376 0.0560329 0.0404243
threshold=8.8430989333000021 40.00488309970001 216.0493559571 37.050691080100002 -0.14259499999999997 222.81044357820005 166.67665309880002 -0.088224999999999984 191.11793099695004 219.59809404590001 225.10873817095003 26.135540888150004 244.52697497700004 191.72037998490001 191.03141765810003 209.59843599465003 13.051052998800001 0.083155000000000021 7.515317457250001 37.870720399650004 12.993189857450002 142.56923800370004 14.351157895250003 -0.083954999999999988 85.995710218650018 -0.097799999999999984 38.478081868400004 24.202871501750003 216.0493559571 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=5 -2 4 -4 -3 9 -7 8 -8 12 -9 -12 19 14 15 16 -14 18 -17 25 -21 22 -22 -23 -24 26 27 -1 -29 -28
right_child=1 2 3 -5 -6 6 7 10 -10 -11 11 -13 13 -15 -16 17 -18 -19 -20 20 21 23 24 -25 -26 -27 29 28 -30 -31
leaf_value=0.093634731508123223 0.00072172633964645214 -0.032382896145433236 -0.039388128579466164 0.078387710985853731 -0.10161244979781495 0.00089107820532634784 0.056398405887804239 0.098550612991958483 -0.085949573191401701 -0.01077043716410285 -0.10009263804202276 0.0862038166809177 -0.086345117277675798 -0.00056284853331884949 -0.10275017144249517 0.092193858838432119 0.072782814240646351 -0.10119258304683623 -0.044449898403229771 -0.0028020643725321683 0.0089419049358609275 -0.012555127294290369 0.057607698609877626 0.015776696585895558 0.095122604756769299 -0.00097162202291376236 0.039629020643155759 -0.10077571109655813 0.093476996888590846 -0.00038423513521835135
leaf_weight=0.13605473661359901 0.6463865046034688 0.017893327662022784 0.026407997762021296 0.025655240695527937 0.055059596147600587 0.5192448621567135 0.014117127522041528 0.038371720510440355 0.013688364180143964 0.54905379182161951 0.0046161511164086724 0.012920791967189871 0.01517191698490794 18.659394006294775 0.052635889063822106 0.014720262319515953 0.066203048109031215 0.053531068083561451 0.019712637890653362 2.1050973997480464 0.15812395792636369 0.54765831966960832 0.14398433457245119 0.61441666643440818 0.14986127440351993 18.267793509102503 0.26805932708080416 0.040298229959603304 0.023514020576840267 4.3455328893920182
leaf_count=156 78 27 25 24 47 23 10 8 50 62 51 19 326 817 10 151 48 148 297 51 21 16 28 26 12 864 393 65 3 178
internal_value=-1.0716e-05 -0.00614046 -0.0416209 0.0186484 -0.0846324 9.02475e-05 0.00748923 0.0484149 -0.0136781 -6.25263e-06 0.079296 0.037166 0.000123123 -0.00091828 -0.0307962 -0.00843061 0.0431143 -0.0561145 0.0139661 0.000856811 0.00561491 0.0165926 0.0530207 0.00242458 0.0767403 9.01259e-05 0.00411962 0.0544181 -0.029196 0.00194062
internal_weight=47.6052 0.771403 0.125016 0.0520632 0.0729529 46.8338 0.602959 0.0837142 0.0278055 46.2308 0.0559087 0.0175369 45.6818 18.8814 0.221975 0.169339 0.081375 0.087964 0.0344329 26.8004 3.71914 1.61404 0.45197 1.16207 0.293846 23.0813 4.81346 0.199867 0.0638123 4.61359
internal_count=4034 201 123 49 74 3833 161 138 60 3672 78 70 3610 1797 980 970 374 596 448 1813 154 103 61 42 40 1659 795 224 68 571
is_linear=0
shrinkage=0.1


Tree=307
num_leaves=31
num_cat=0
split_feature=5 19 13 15 8 21 17 23 15 18 13 8 15 15 21 23 7 22 21 20 16 16 16 21 17 21 15 22 0 9
split_gain=0.00524436 0.0156554 0.0224431 0.00815425 0.00725708 0.00648588 0.00621029 0.00427671 0.00406824 0.00300166 0.0132589 0.00876653 0.00444769 0.0084665 0.00461072 0.0387507 0.043448 0.00784642 0.00548461 0.0188967 0.0643088 0.076677 0.0450361 0.015957 0.0404237 0.0149823 0.0109794 0.0658563 0.0390373 0.0174269
threshold=13.154029769200003 11.950964240300001 98.255079293500017 26.135540888150004 7.1444245619500011 3.3069203559500004 183.35201426355002 0.089675000000000019 26.583493790300004 16.587089536200001 100.66662623655002 8.0437227585500022 21.761438576950002 20.229639301750002 1.0000000180025095e-35 0.079355000000000023 25.350214218950004 0.066710000000000019 4.5452899713000017 42.283941020600004 22.544947280100004 18.594956516900002 22.654947022900004 5.0168062700000009 191.86029796145002 2.3223121640500004 39.540459766400012 -0.070909999999999987 85.995710218650018 198.74336288960004
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -5 12 -11 -12 13 -2 15 16 17 -14 19 26 21 -21 -22 24 -20 -23 29 -28 -29 -16
right_child=9 3 -4 7 -6 6 -8 -9 -10 10 11 -13 14 -15 18 -17 -18 -19 23 20 22 25 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.10005251476396998 0.00046035922832781697 0.064403375549775849 0.098245258024767801 0.069501918516259517 -0.079480353653682098 0.09662274559600173 -0.10008682268474395 0.094193879721731322 -0.10007685709372721 -5.5570932450011923e-05 0.061475833672337082 0.0080090091863514318 0.091107515057796976 -0.011056468630104349 -0.010010193034001136 0.0012317514663834708 -0.10119161107920215 0.013534439584353228 0.021189222029230924 -0.088516444609692851 -0.095149018902589366 0.10048310601196253 0.0041858959016394569 -0.00023971770351733252 -0.0014410403754690909 0.020833003259741523 -0.0021486257418906643 -0.0027446639395765997 0.078218947246255777 -0.00014318926368487553
leaf_weight=0.0067513074882928894 1.6058356986458471 0.0096366684110762435 0.036916822433340712 0.0027675143205527783 0.019838044122963083 0.0020975985848963319 0.0068334996931156411 0.0088161475869128481 0.0028941001315061499 0.5513185223230711 0.064993274390872102 0.058061682158950134 0.094833581578540715 1.0594523613416553 2.3950353967295452 1.9495931014917003 0.014961904798838077 0.015117768314667046 1.2644196018241047 0.041668810155898295 0.1337588401219989 0.066544468747451901 0.069281318934827141 27.057285475407657 2.1007228921844217 0.036607725560315885 1.5274337791734067 0.088906455792767569 0.18037078738416312 7.0855403000950901
leaf_count=736 383 58 15 8 77 7 174 15 34 77 26 23 160 144 117 160 9 6 33 101 70 54 21 1097 34 11 84 20 44 236
internal_value=-7.77244e-06 0.0232745 0.0675874 -0.0133165 -0.0374258 0.00750583 -0.0538867 0.0506392 -0.0171832 -5.51357e-05 0.0065689 0.0362483 -0.000150612 -0.00411758 8.90214e-05 0.00469126 0.0586859 0.0804416 -0.00013804 -0.00198561 -0.0249414 0.0259691 -0.061254 0.00056796 0.00706206 0.072216 -0.00127751 0.00588994 0.0514874 -0.00263585
internal_weight=47.5583 0.0965517 0.0436681 0.0528836 0.0384058 0.0185678 0.0089311 0.0144778 0.00566161 47.4617 0.674373 0.123055 46.7874 2.66529 44.1221 2.07451 0.124913 0.109951 42.0476 11.6251 0.347861 0.144821 0.20304 30.4224 3.36514 0.103152 11.2773 1.79671 0.269277 9.48058
internal_count=4034 1124 751 373 316 239 181 57 42 2910 126 49 2784 527 2257 335 175 166 1922 758 257 166 91 1164 67 65 501 148 64 353
is_linear=0
shrinkage=0.1


Tree=308
num_leaves=31
num_cat=0
split_feature=5 19 13 15 21 21 10 23 15 3 6 18 22 10 6 23 23 18 20 0 15 15 21 6 22 10 17 17 7 15
split_gain=0.00465409 0.0141572 0.0202335 0.0071589 0.00695905 0.009183 0.00658463 0.00384239 0.00361437 0.00291835 0.0307365 0.0360843 0.0397007 0.0254052 0.0241762 0.0238941 0.0175628 0.0249021 0.00903173 0.00892129 0.00757612 0.110361 0.0299254 0.035107 0.0273019 0.0462424 0.0169604 0.0151574 0.00991095 0.00822362
threshold=13.154029769200003 11.950964240300001 98.255079293500017 26.135540888150004 3.3069203559500004 2.4921523776000005 69.873026810350026 0.089675000000000019 26.583493790300004 81.715684874950014 11.895277931250002 15.625782642300001 -0.58287999999999995 75.499969677400017 13.865323961050001 -0.55648999999999993 0.11278000000000003 16.678478692200006 41.178189531300006 96.959242474650011 28.504445985850001 28.343014915050002 0.93316694850000015 15.51536251395 -0.076484999999999984 70.206395618550019 189.72181505755 169.81593227610003 25.454404031550002 32.393814985100008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -6 8 -5 10 -2 12 -12 15 16 -11 17 18 -13 20 21 22 23 26 25 27 -17 -24 -26 -22
right_child=9 3 -4 7 6 -7 -8 -9 -10 13 11 14 -14 -15 -16 19 -18 -19 -20 -21 29 -23 24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.10004751753116925 -0.00037435299326322747 -0.10005795710260407 0.097822502322587684 0.0657285989907756 0.096102431010053918 0.055918059215116167 -0.10017489644959841 0.09301194818593847 -0.10006953724391042 0.076946261390179127 0.033405212323029808 -0.10037592727651699 -0.10104498317782157 0.018638711818874231 -0.067307806318338007 0.099204329723332707 0.057848067024879296 0.043431661721481496 0.0074295809876976362 -0.005787300519999334 -0.0054858507765162658 0.099083775897016085 -0.10012511417136086 -0.084805354330079949 0.0035446337925462233 -0.093472809059102852 0.027873383435178697 0.051489230119982847 -0.012059697354113066 0.00021625606528054221
leaf_weight=0.0061091252379225072 5.1567358471603884 0.0054308018327589016 0.03354106383267208 0.0026405775740698809 0.0019095562005304592 0.012376972167999156 0.016289320909056215 0.0080735882220324129 0.0026188718845574499 0.040219134511942367 0.02786994120106101 0.028154792245913995 0.10360625890550945 0.73691866970651076 0.044988399883550301 0.064941852648436327 0.059785418961837422 0.037705925163095344 0.010733979667257643 2.6449333692281121 2.7446908816102669 0.11949905419010054 0.0077734024362724466 0.018385765459100867 2.6843426807235455 0.079082215668213607 0.068486009981256757 0.043457833870935048 0.47977781388908614 32.222765138790862
leaf_count=736 235 80 15 8 7 13 216 15 34 57 7 54 80 41 29 37 27 30 15 52 354 15 144 175 183 89 19 75 4 1188
internal_value=-5.27469e-06 0.0228423 0.0673356 -0.0129132 -0.0360924 0.00835036 -0.0795801 0.0496835 -0.0168283 -4.81468e-05 -0.00222076 -0.0326557 -0.0725446 0.00023509 -0.00373981 -9.39376e-05 0.0172297 -0.0144747 -0.0706197 -0.000169184 0.000216446 0.00460744 0.00133146 0.0447406 -0.000668917 -0.0455267 0.0625915 0.0284845 0.00117854 -0.000231318
internal_weight=47.5138 0.0889899 0.0396502 0.0493397 0.0360067 0.0178078 0.0181989 0.013333 0.00525945 47.4249 5.46958 0.312845 0.131476 41.9553 0.181369 41.2184 0.13638 0.0765947 0.0388888 41.1781 38.5332 3.56575 3.44625 0.151814 3.29443 0.130313 0.133428 0.0512312 3.16412 34.9675
internal_count=4034 1124 751 373 316 93 223 57 42 2910 477 242 87 2433 155 2392 126 99 69 2335 2283 741 726 231 495 308 56 219 187 1542
is_linear=0
shrinkage=0.1


Tree=309
num_leaves=31
num_cat=0
split_feature=4 9 9 2 17 23 21 19 18 0 16 8 6 9 21 20 17 20 20 22 6 15 10 17 16 22 22 15 0 16
split_gain=0.00265664 0.0184638 0.0317073 0.0382482 0.0311547 0.0254173 0.0108322 0.00938448 0.0132135 0.0338125 0.0839567 0.0563273 0.0576592 0.0539885 0.0278097 0.0931978 0.0237516 0.0154786 0.0974966 0.0521011 0.0327324 0.0303401 0.055936 0.0149285 0.0683456 0.0102868 0.0961698 0.018196 0.035876 0.013702
threshold=244.52697497700004 191.72037998490001 191.03141765810003 182.48209946165005 187.51563899930002 0.083155000000000021 7.3575695755500012 14.551174033150001 14.254777969200001 90.297243227400017 20.404952284350003 8.2435668022500028 14.825346391850003 190.16588783940003 8.9626214023500008 39.256147742250008 176.08408741720004 41.289992964000007 41.646178195200001 -0.11572 16.505385645700006 38.884669609800007 62.020040611300011 188.95754880325003 22.674946976100003 -0.101395 -0.12546499999999997 31.963295465000005 93.953546284800012 19.199955102150003
decision_type=2 2 2 2 2 2 2 2 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 6 -5 8 9 17 11 13 -13 16 25 -16 -11 -1 -19 20 -20 23 -23 24 -21 26 -10 -28 -29 -27
right_child=1 -3 -4 5 -6 -7 -8 -9 14 10 -12 12 -14 -15 15 -17 -18 18 19 21 -22 22 -24 -25 -26 29 27 28 -30 -31
leaf_value=0.00015085250691076533 -0.092059104655934962 -0.00058332011720671039 -0.10249697124814011 0.080332739046533069 0.079471765070036463 -0.099219077126050992 -0.031642860638219313 -0.005448905135950444 -0.0023640188557945462 0.035003526290622235 0.09988079412191897 -0.10129352121754864 0.0092413007196704075 0.084995885356572043 -0.0026574823690453985 -0.098058520629190155 -0.08701525232580555 0.10032207297781293 0.090807663292562402 -0.095334568186509622 -0.046405891242491101 -0.021806376811184289 0.071203660508397451 0.0031537562444098827 -0.0005129049401284316 -4.8181896963522789e-05 0.091565766869252357 0.10017176696996784 -0.10046910336122233 -0.015054436892107196
leaf_weight=8.1475267741251951 0.013082947276917056 19.34424613394377 0.047400483534147497 0.013741130220835895 0.055537826446510508 0.050368248584053088 0.023267346434710845 2.3336639521551197 1.1386719411520685 0.030620613186102541 0.12528752096113749 0.0734044551718398 0.13215681241126731 0.12130282865837216 0.53357138932142412 0.12671908014423217 0.03330360186055259 0.11123207407763525 0.10500802173669876 0.089434075354812737 0.020834802839544864 0.10705014670929802 0.16328542028259108 2.1401519866194576 0.50658901018869074 11.048510695521415 0.1461933744722036 0.020368601428344846 0.015843937944737263 0.64393208993715312
leaf_count=405 138 1087 10 178 150 169 335 129 199 25 20 37 39 12 37 99 34 14 86 135 59 20 33 69 6 379 42 5 53 30
internal_value=-4.41799e-06 -0.000898465 -0.0308705 -0.00910649 0.0467684 -0.0529875 0.00993333 0.000621652 0.00117545 0.00361096 0.0286467 0.00580891 -0.0302299 0.0458041 -0.0009454 -0.0209663 -0.0285665 0.00247671 0.008319 0.0050519 0.0680903 0.00241332 0.0343726 -0.000744277 -0.014741 7.04364e-05 0.00843478 0.0758464 0.0123861 -0.000874614
internal_weight=47.4623 19.5476 0.203398 0.155997 0.0686208 0.0873767 0.0370085 27.9147 25.581 11.9072 0.516076 0.390788 0.205561 0.185227 13.6738 0.66029 0.0639242 11.3911 3.24359 3.13235 0.125843 3.00651 0.270336 2.73618 0.596023 13.0135 1.32108 0.182406 0.0362125 11.6924
internal_count=4034 2067 980 970 288 682 513 1967 1838 994 167 147 76 71 844 136 59 827 422 408 145 263 53 210 141 708 299 100 58 409
is_linear=0
shrinkage=0.1


Tree=310
num_leaves=31
num_cat=0
split_feature=17 17 4 20 20 8 10 3 22 10 2 2 20 15 16 18 22 16 10 15 20 21 18 0 20 20 23 2 22 22
split_gain=0.00267576 0.0531961 0.0206189 0.00929599 0.0264239 0.0109123 0.00639178 0.103112 0.0493188 0.0325163 0.0198393 0.0276778 0.0240049 0.0182321 0.0158803 0.150576 0.0121265 0.00855655 0.00692495 0.0178275 0.0278761 0.00591241 0.0699649 0.00566854 0.00822606 0.0282685 0.0178575 0.00840278 0.00690882 0.00692852
threshold=183.92349703790003 183.19621122360005 202.99973138610002 36.364346611650006 35.782584506850007 6.2451263653500009 75.408562100950022 81.715684874950014 -0.10423499999999999 75.499969677400017 68.946226135900005 78.595990734650016 39.420767558750008 14.452282096300001 18.634956423400002 14.937945183950001 -0.58559499999999998 18.754956142750004 75.634392583900009 20.903251014350001 43.077238082650005 3.2025200283000004 14.708525021850003 96.959242474650011 41.32819714970001 41.571132012400007 0.093325000000000033 319.18044405035005 -0.23783499999999999 -0.14259499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 14 10 9 -9 -8 -12 13 -13 15 21 -17 -16 -10 -20 -21 -2 -23 24 -5 -26 27 28 -27 -30
right_child=6 2 -4 23 -6 -7 7 8 18 -11 11 12 -14 -15 17 16 -18 -19 19 20 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.10007863026673187 0.0050299888699563353 -0.092605908343027399 0.0018361658649388994 0.0016238443699465588 -0.1015166486187056 0.047034360115208507 -0.10037302685794564 0.075960394706452383 0.10113804739007258 -0.10084020153656476 0.089738375029027234 0.08504978232447101 0.00015349697453079789 -0.091008562705465396 0.011438459223763103 -0.018504970303588414 -0.10088905659534082 0.00019776383287343314 0.098299912459435743 -0.10062867474723042 0.098716330811604053 -0.091831310350126136 0.0056229637512163928 -0.0033282899994644525 0.088095565084546801 -0.061163259045057317 -0.087591391806891336 -0.1000742487163002 0.062416596839839023 -0.028378462205043989
leaf_weight=0.0060644189685382646 1.0740345616113032 0.088443587116216693 0.031297717896439536 3.1245624673804362 0.033157028309290126 0.029910314186281539 0.019843914501965432 0.017257234721910208 0.12671163491904724 0.026188421697387554 0.033931569661604377 0.006754927795534881 2.749465971166452 0.045514302371250537 0.69050120288011285 0.019909563357941806 0.17415049619047795 35.136421396344247 0.051834107681557384 0.01398800050179716 0.01407184923856164 0.084675095933229971 0.56670555697036207 3.0756039714482801 0.048244720813613529 0.0072683873512672239 0.02108536632238156 0.0054387869084422382 0.039593227544173715 0.010669402863953903
leaf_count=148 41 35 47 213 54 31 40 6 6 44 14 99 562 197 55 5 172 1224 21 10 30 144 20 380 10 178 30 40 36 142
internal_value=-1.84286e-06 -0.00188287 -0.0679208 -0.000647634 -0.0371189 0.0222349 0.000298432 0.00465929 0.0662352 -0.0306125 -0.000732787 -3.55075e-05 -0.00112275 -0.068256 -6.03554e-05 -0.0089218 -0.0924369 0.000414409 0.0866007 0.0635444 -0.00065833 0.000471261 -0.00704544 -0.000249476 0.00265799 0.0270817 -0.00793817 0.0187336 0.0299653 0.0431433
internal_weight=47.3733 6.52134 0.119741 6.4016 0.0691318 0.0359747 40.852 3.10556 0.250051 0.0434457 2.85551 2.83567 2.80174 0.0522692 37.7464 1.91948 0.19406 35.8269 0.206606 0.079894 0.0280598 1.72542 0.651381 6.33247 3.25686 0.1323 0.0840552 0.0629698 0.057531 0.0502626
internal_count=4034 1344 82 1262 233 179 2690 1029 117 50 912 872 858 296 1661 382 177 1279 67 61 40 205 164 1029 649 436 426 396 356 178
is_linear=0
shrinkage=0.1


Tree=311
num_leaves=31
num_cat=0
split_feature=21 23 7 22 22 9 2 0 22 23 23 19 5 5 9 12 8 17 9 19 8 2 20 18 16 15 4 23 7 5
split_gain=0.00274779 0.0303097 0.0392854 0.00930524 0.0374548 0.0230522 0.00942012 0.0151408 0.00876743 0.00718569 0.0521511 0.0479839 0.0122515 0.0341364 0.00587385 0.0067019 0.00488939 0.00474134 0.0389249 0.015317 0.0155135 0.0100083 0.0149847 0.0095202 0.00825655 0.00714904 0.0332313 0.0166555 0.0165422 0.0154186
threshold=1.0000000180025095e-35 0.079355000000000023 24.966719032500002 -0.101395 -0.117885 187.11236276785004 54.465024697200008 96.741477366050006 0.05399000000000001 0.084565000000000015 0.10220000000000003 14.651182102100002 17.679107616400003 17.505247228350004 191.03141765810003 175.65975109990003 8.1436447804000007 179.91109285790003 192.57902085675002 10.550851274900003 9.4426310644000022 93.57193670880001 43.572676689450006 12.150796345850003 12.644970430600003 20.903251014350001 234.39952089600004 0.092465000000000033 26.257306519650005 13.524641568350001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 -3 -7 -8 14 -5 11 12 13 -11 15 -1 -12 18 21 24 -21 -2 -23 -22 -20 26 27 -19 -28 -30
right_child=17 3 -4 9 -6 6 7 -9 -10 10 16 -13 -14 -15 -16 -17 -18 25 19 20 23 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.10001346018919682 0.0014849642058687416 0.074269104554069251 -0.10094761079874273 0.0056113122084919089 0.093123122984522438 -0.10186585417668328 0.044934783431899238 -0.087914056354330528 0.0051064445746158123 -0.10067589931102834 0.008597857110053465 0.064255658746290467 -0.10112462369064368 0.10041997035928851 0.098372723439563048 0.083153007041691152 -0.0044204860599055392 0.090885974706447936 -0.10008548600170009 -0.096506102509639369 -0.068517014238143936 -0.10094154243404377 0.0027906538265385513 0.061610131216107013 0.10027076493494512 -0.00017796660504811927 -0.055486800224635438 -0.0078078116769356 0.0024901458168129485 0.078315070760871963
leaf_weight=0.0033328043647958827 1.0588028925145998 0.020220853245835002 0.014239871325347764 1.0541835986118906 0.051433497326529909 0.021697514108382165 0.018185725341027137 0.016240037240550009 0.014476598189808954 0.025600866694375113 0.57017335905199906 0.026667668949812651 0.098114525714493084 0.012593922205269337 0.074409332621144131 0.0049861381185678511 0.58398403938235788 0.068546743407474575 0.0027518243219900604 0.077199180067964335 0.011021949256246444 0.024330123568325202 0.032565033005304223 0.011476217129370525 0.0081435926258563995 42.759855214180419 0.046917551742108543 0.022782431831956274 0.52671774090336676 0.028256343523025862
leaf_count=157 88 56 62 39 21 5 14 30 22 80 28 11 60 1 25 34 22 58 95 46 19 214 310 40 1 1908 157 29 382 20
internal_value=-3.44941e-06 0.00315007 0.0541755 0.000874642 0.0271616 -0.0172771 -0.0502606 -0.0177354 0.0769001 -0.000541819 -0.00546655 -0.058419 -0.0824192 -0.0343688 0.0894632 0.00977132 0.0020108 -0.000187704 -0.00631982 -0.0629081 -0.0752109 -0.000710549 -0.0415684 -0.00213972 0.0496674 -1.46497e-05 0.0100592 0.0662664 0.0015305 0.00635075
internal_weight=47.2899 2.61054 0.111445 2.4991 0.127778 0.0763441 0.0561233 0.0344258 0.0972049 2.37132 1.31713 0.162977 0.136309 0.0381948 0.0827283 0.00831894 1.15416 44.6794 1.22629 0.110593 0.0996973 1.1157 0.0568952 0.0224982 0.0108954 43.4531 0.693221 0.0913292 0.601892 0.554974
internal_count=4034 667 300 367 126 105 49 44 238 241 202 152 141 81 216 191 50 3367 813 201 105 612 524 59 96 2554 646 87 559 402
is_linear=0
shrinkage=0.1


Tree=312
num_leaves=31
num_cat=0
split_feature=15 21 13 13 4 20 5 6 13 16 7 15 6 4 6 5 6 17 5 2 4 23 10 21 18 17 22 17 7 22
split_gain=0.00259356 0.00882213 0.0531609 0.020122 0.00564664 0.0848647 0.0544761 0.0471171 0.0373536 0.024817 0.0241008 0.0116722 0.0776884 0.0116604 0.00747844 0.00517962 0.059096 0.0221142 0.0229803 0.00721132 0.00707377 0.0613406 0.0425842 0.0127919 0.0741502 0.0284706 0.00714838 0.00590608 0.0295743 0.0881433
threshold=46.683480308100009 15.285239689500001 117.69263157665002 117.34313201970001 313.22340827140005 41.571132012400007 21.386268748550005 16.525386113000007 115.68166489510001 15.484963789400002 26.0252225485 44.190294328500009 16.385382841850003 387.60063489055005 12.165284239900002 23.730745871350006 16.405383309150004 187.51563899930002 26.429668882900003 90.745765132650021 292.37128869975004 0.088145000000000015 62.095317438950012 11.065329869750002 14.104086706500002 230.44158352980003 0.070580000000000018 200.36843462235004 24.123805364200006 -0.094519999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 15 7 9 8 10 14 -6 12 -8 -12 -7 20 -17 18 -18 -20 27 22 -22 24 -23 26 -26 -1 29 -29
right_child=1 -3 -4 -5 5 6 11 -9 -10 -11 13 -13 -14 -15 -16 16 17 -19 19 -21 21 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00056828631653840398 0.0031895805601153044 0.0017803661217780245 -5.8232385999448314e-05 -0.10089235217108095 -0.10025366413816615 -0.10006797449250576 0.096008491072275687 -0.082399415094951731 0.10046064263592225 -0.092025503472495954 0.065012086087479395 -0.0037560371362580524 -0.082934438163131508 -0.10005629256050166 0.10011982422419988 -0.093001592387784077 -0.10108174594525102 0.00025376927949205286 -0.056431363188083006 0.031620432886179245 -0.062887331579778355 0.090126714327049579 0.090160119940207006 -0.0038332883035267691 -0.1006223377932523 0.080667393839150475 -0.018512684377603322 -0.00013410194609332515 -0.00038311910450880126 -0.073608821704644806
leaf_weight=33.136875599530406 0.02394867986731597 1.0370546664842093 0.52032447865190079 0.082774821639418406 0.015609139259094351 0.0023170754244814526 0.06844795747559651 0.020964039356840658 0.15350093954475597 0.094752200826563993 0.036426916925081265 0.53170880453671998 0.037584053634631687 0.0048490767460114262 0.009587947465647062 0.073284934041054739 0.044767155586982077 2.1483483073051417 0.013997834182447377 0.02772109631323616 0.021231879953123145 0.084345624723937251 0.12648180925804531 1.0870742598753649 0.042546853345701408 0.013660477682606142 0.014121994319125974 0.58827174475652555 6.9480890685069525 0.22599723981170328
leaf_count=1741 6 18 20 92 56 246 51 14 48 122 60 12 56 125 8 46 127 82 21 309 27 11 121 38 54 26 25 33 391 48
internal_value=-3.66122e-06 -0.00388132 -0.013245 -0.0775364 0.000137933 0.00766328 -0.00877768 0.0605641 0.0748098 -0.0749273 0.0055926 0.00228534 0.0325805 0.04562 0.0611573 -2.6716e-05 -0.00463968 -0.00174211 -0.0513205 0.00207666 0.00022506 0.00724199 0.0681616 -4.76728e-06 0.0269025 -0.0489219 -0.0801604 -1.33252e-05 -0.00249618 -0.0205267
internal_weight=47.2367 1.6641 0.627048 0.106724 45.5726 0.975748 0.744398 0.23135 0.210386 0.106657 0.0568851 0.637741 0.106032 0.041276 0.011905 44.5968 2.30812 2.23483 0.0864861 0.0417189 42.2887 1.38946 0.147714 1.24175 0.154675 0.0703293 0.0566688 40.8992 7.76236 0.814269
internal_count=4034 136 118 98 3898 798 495 303 289 376 241 119 107 185 254 3100 585 539 457 330 2515 302 148 154 116 105 79 2213 472 81
is_linear=0
shrinkage=0.1


Tree=313
num_leaves=31
num_cat=0
split_feature=22 22 5 0 12 7 7 20 22 12 20 23 5 23 13 10 18 23 17 3 22 18 4 21 9 21 9 23 7 4
split_gain=0.002517 0.0624864 0.144458 0.127563 0.0203628 0.0374054 0.0194745 0.0192664 0.0186155 0.0151516 0.0124026 0.0870855 0.0421014 0.0206817 0.0169404 0.0178511 0.0115739 0.0547267 0.0238813 0.0150509 0.0347086 0.0462376 0.00980362 0.0156198 0.0172296 0.030988 0.0102184 0.0185259 0.02637 0.026774
threshold=-0.067109999999999989 -0.054619999999999995 17.915797078650005 85.963448721100022 90.84682862195001 23.314707969200004 23.974509389900003 38.244973486750006 -0.11347 94.328280857900012 43.487767439550005 0.083495000000000028 17.324237253850004 0.089505000000000015 116.60649449195002 67.300172379550006 12.867440043550003 0.10301500000000002 177.64087306825002 93.281431752200021 -0.018034999999999999 12.949585557300002 199.39562187565002 5.4279412736500001 198.74336288960004 14.894616075700002 214.31567825310003 0.083950000000000011 25.910194117100001 286.86996866160007
decision_type=2 2 2 2 2 2 2 2 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 7 -5 -1 -9 -6 22 14 13 -13 15 -12 17 18 -3 -18 21 -21 23 -11 25 -25 -24 -28 -29 -30
right_child=1 16 3 6 9 -7 -8 8 -10 10 11 12 -14 -15 -16 -17 19 -19 -20 20 -22 -23 26 24 -26 -27 27 28 29 -31
leaf_value=0.059865488405874537 -0.10164174140595927 -0.052020820033784679 -0.042417913840408078 0.098396300676380444 0.040605903669532359 -0.10101849340828856 0.048771971318951585 0.019934466035717219 -0.07955071369413047 -0.00081684726050211846 0.025399350193513151 -0.10058813474967705 0.07814888865381725 0.050639548088074984 -0.10110462226049617 -0.10006589454561832 0.00077964487811974697 -0.10223844769564816 0.099625843690316712 -0.0067008751943588357 0.00041334830949702828 -0.057306365465161463 -0.0026759898099136632 0.029790519668144541 -0.00022032424432627301 -0.0015248332861303182 -0.00017839030322564528 0.06751566508595773 -0.076357246220251862 0.039511773033287935
leaf_weight=0.035045498675485898 0.068048063876363751 0.012414999120251902 0.10563696211693241 0.24615833288680733 0.089635663091942486 0.057222624599944538 0.11651344218262238 0.037545787431326971 0.037689121905714273 5.7209003265194855 0.032983966336891046 0.022249208562639566 0.16701637723458873 0.015235899938261355 0.047318993381850305 0.01728173368741448 17.960720758067698 0.022668070075837932 0.063499195210056314 0.50061414414085481 1.7341898994239802 0.28240142798972556 16.579106728138377 0.75176052196297882 1.1410642890864435 0.54513452292303555 0.53805367791599579 0.1118042138713804 0.033252514023502044 0.049822194302464595
leaf_count=34 38 158 23 33 22 73 32 30 11 316 92 27 106 25 59 414 960 14 20 4 104 49 1008 60 48 15 76 51 51 81
internal_value=-3.72446e-06 0.000807606 0.0345036 0.0542863 -0.000661789 -0.0354159 0.0824538 -0.00137581 -0.0299029 -0.000436699 -0.000579441 0.0195638 0.0566533 -0.0391213 -0.0581619 -0.0177366 -7.07297e-05 0.0341114 0.0748256 -0.000235285 -0.00747699 -0.0249522 -0.000818341 0.00203945 0.00874202 0.0166275 -0.00216517 0.00938974 0.035807 -0.0068674
internal_weight=47.143 21.1129 0.536357 0.468309 26.0301 0.167503 0.362672 0.11028 0.0752349 25.8626 25.773 0.302086 0.204501 0.0374851 0.0975847 0.0502657 20.5765 0.0985823 0.0759142 20.4779 2.51721 0.783016 25.4709 8.15886 2.43796 1.2969 17.312 0.732933 0.194879 0.0830747
internal_count=4034 1435 126 88 2599 148 65 75 41 2451 2429 723 158 52 565 506 1309 192 178 1117 157 53 1706 439 123 75 1267 259 183 132
is_linear=0
shrinkage=0.1


Tree=314
num_leaves=31
num_cat=0
split_feature=8 20 9 20 13 22 5 5 22 22 21 8 2 0 13 17 18 18 21 20 3 7 23 17 21 21 10 23 9 17
split_gain=0.0026524 0.0165647 0.0263631 0.0135404 0.00645255 0.00267936 0.0265345 0.0179237 0.00397697 0.0238243 0.0435091 0.0126747 0.0107698 0.0171519 0.0120854 0.00763333 0.00673797 0.00553099 0.0603087 0.0295045 0.0120577 0.0054409 0.0715903 0.0114282 0.0873496 0.027035 0.0138851 0.00714415 0.00612291 0.00517312
threshold=8.8430989333000021 40.00488309970001 216.0493559571 41.605323437500005 115.28646154990001 0.26941000000000009 13.264960807550002 17.826488594350003 0.10957500000000002 0.18145000000000003 9.6112532470000023 8.543332867800002 160.64656314035003 86.756543869550015 109.63263410155001 199.59317753375004 13.303774303900001 12.885811969150001 5.1781607048500016 43.572676689450006 108.40938565220002 22.721067571950005 0.10301500000000002 188.19076296340003 5.4279412736500001 5.0168062700000009 61.977025281250008 0.09091500000000001 184.85936449530001 184.16216363550004
decision_type=2 2 2 2 2 2 2 2 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 8 -7 -8 17 10 12 -12 -10 -14 -15 16 -11 18 -1 29 -21 22 23 26 25 -25 -19 28 -28 -20
right_child=1 2 3 -5 -6 6 7 -9 9 15 11 -13 13 14 -16 -17 -18 21 19 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0022651036618349511 0.00032882685539312173 -0.029697935813235404 0.078155796857852192 -0.03048904999277946 -0.10145737958621269 0.0017833878334260749 -0.097488001744749045 0.00061348036352206576 0.094966993979819003 -0.0017960615643598833 -0.10125165429510635 0.015865667933974613 0.10027591586162449 -0.10069439078365248 0.051331697577192581 -0.008423028704405422 0.012931829129977927 -0.014836072548414153 -0.10179569692022682 0.049260580859383715 -0.10028537646781698 -0.00018047439435389854 0.068401423067228767 -0.0010337278306885107 0.081646713390458606 -0.1047996949302295 0.00053580095483075018 -0.0021398276469420207 0.015372891881056464 -0.046845641366135976
leaf_weight=0.9237272030152599 0.63650033417206842 0.016966626058092515 0.019949973223447159 0.026991428185908717 0.047926750106626059 0.50738020877391576 0.049314128920741496 0.02992628802984143 0.075811107711785009 0.60928839796247281 0.021478240917030433 0.016217866912484169 0.018766303081065416 0.011435486075637158 0.0096346617210656404 0.55151025276734333 0.63372591348766605 0.57259307960379269 0.091043621410300091 0.025225728600204889 0.0068572015702130775 39.130912961338183 0.16414500741484506 0.060134098584360696 0.11777050613792195 0.04310705624811817 0.52388463220875825 1.5073860636122018 0.59293706178277716 0.02110352658201009
leaf_count=261 78 29 15 34 45 92 29 31 45 28 53 3 3 28 14 31 74 52 97 54 49 2475 40 30 68 16 205 34 14 7
internal_value=-1.59458e-06 -0.00590756 -0.0414016 0.0156847 -0.0826956 9.38305e-05 -0.00662152 -0.0604386 0.000179977 0.00460122 0.0424343 -0.0508647 0.0728458 0.0307478 -0.031178 0.00136835 0.00571266 -1.67301e-05 -0.00712497 -0.0672641 0.0172976 0.000160998 0.0038914 0.000793222 0.0227853 -0.0443599 -0.000727203 0.0023513 0.00841303 -0.0914554
internal_weight=47.0637 0.748335 0.111835 0.0469414 0.0648934 46.3153 0.586621 0.0792404 45.7287 1.94787 0.153344 0.0376961 0.115648 0.0398365 0.0210701 1.79452 1.24301 43.7808 1.06796 0.14423 0.0320829 42.7129 3.58196 3.41781 0.221012 0.103241 3.1968 2.62421 1.11682 0.112147
internal_count=4034 201 123 49 74 3833 152 60 3681 279 146 56 90 45 42 133 102 3402 468 207 103 2934 459 419 114 46 305 253 219 104
is_linear=0
shrinkage=0.1


Tree=315
num_leaves=31
num_cat=0
split_feature=7 0 2 2 15 0 16 6 7 23 18 23 7 0 5 3 22 22 22 6 3 21 12 20 17 22 5 10 15 13
split_gain=0.00257216 0.0214721 0.0162318 0.0103413 0.00844796 0.00477998 0.00444461 0.00395054 0.0119813 0.00922102 0.00860583 0.00678222 0.00378298 0.0100918 0.00358941 0.00347608 0.0274848 0.122265 0.0325383 0.0124348 0.0163019 0.00880142 0.0980646 0.015328 0.0334992 0.0136882 0.0125338 0.0250095 0.00905704 0.0107634
threshold=22.105125139000005 85.334349518600007 49.864842700850012 118.06771887965002 27.201366220250005 85.764502819450016 22.714946882600003 16.715390552450003 20.752538901500003 0.099855000000000027 11.284811422350002 0.075350000000000014 22.477322886550002 85.705356740550016 29.597529478450003 93.281431752200021 -0.053159999999999992 1.0000000180025095e-35 -0.032369999999999996 16.425383776450001 93.794927255050013 14.70115454445 191.60361862930003 42.599563320500003 203.92158861145001 -0.60611000000000004 19.234448447350001 71.504920895500007 18.946678378300003 95.986020631400024
decision_type=2 2 2 2 2 2 2 2 2 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 -5 12 -1 9 10 11 -9 13 -2 -10 21 19 18 -18 20 -17 25 -23 -24 -25 26 27 -14 29 -29
right_child=6 2 3 4 -6 -7 -8 8 14 -11 -12 -13 15 -15 -16 16 17 -19 -20 -21 -22 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.00086944092795910753 -0.0040228567222427422 0.031019015186600898 -0.098750723314996403 0.10004770447065368 0.092384444538548882 -0.10014321777469776 0.008157036133740813 0.086398865060079683 -0.10033897344785202 0.099022930555262623 -0.10005907460325861 -0.10017278652082456 0.094165600721370257 0.013974701555098971 -0.0260469308521139 -0.01955950457329933 -0.10228412916289882 -2.8528514908579779e-05 -0.032595018102660224 0.0019882329099074666 0.0035540045975062137 -0.0092691130194383683 0.095498142049817866 -0.10070690435464796 0.089107709337207158 0.00016487868044360928 -0.10172134378467078 -0.10042603718831081 -0.10053348586289507 0.10005994716945373
leaf_weight=0.90283730323937283 0.59407295985476938 0.017568050650879741 0.050060730649411411 0.0014412672026082873 0.0056861528388818536 0.0069162110998020054 0.67619543261952131 0.0076110662661221795 0.017584105762686875 0.0096266619202651782 0.0079505531198549306 0.0026188201218246832 0.014801984827477521 0.65515314166994187 0.010320262636923871 0.66304782300175957 0.16585448203841213 1.1140439936515916 0.11240585282371196 6.9825701431025777 0.56531000371580831 0.54573250927091876 0.12617363416843119 0.013972001564859227 0.027791688599990039 33.659097717910257 0.024445585928333458 0.004793537199041964 0.021420333301392702 0.0060670879320241511
leaf_count=291 39 10 36 1 11 124 87 76 38 22 204 9 5 74 16 40 19 40 38 155 36 56 36 76 24 2395 8 44 20 4
internal_value=-1.76235e-06 -0.00491907 -0.0541394 -0.0774774 -0.00164516 -0.0656198 0.000109501 -0.000725295 -0.0265689 0.0198866 -0.0220166 0.0386371 -1.06339e-05 0.00541591 -0.0728625 -0.000164535 -0.00184695 -0.0148387 -0.0741326 0.000356014 -0.0089223 0.000304531 0.0112941 0.0781168 0.0256054 7.20142e-05 -0.0436271 -0.0134645 -0.0628167 0.0115718
internal_weight=47.0132 1.04022 0.0816724 0.0641044 0.0140436 0.00835748 45.9729 0.958549 0.0557115 0.0278071 0.0181804 0.0102299 45.2968 1.24923 0.0279044 44.0475 9.60323 1.3923 0.27826 8.21093 1.22836 34.4443 0.71367 0.167937 0.0417637 33.7306 0.0715285 0.0470829 0.032281 0.0108606
internal_count=4034 838 182 172 136 125 3196 656 365 311 289 85 3109 113 54 2996 328 97 57 231 76 2668 192 136 100 2476 81 73 68 48
is_linear=0
shrinkage=0.1


Tree=316
num_leaves=31
num_cat=0
split_feature=18 23 6 20 15 6 16 5 13 0 10 23 18 17 21 16 15 9 17 21 18 17 18 8 17 22 20 17 7 23
split_gain=0.00229734 0.0182667 0.0396423 0.0137718 0.0301626 0.0329103 0.0232321 0.0109016 0.0478588 0.0503679 0.0228572 0.030954 0.0154869 0.0267123 0.0110118 0.113998 0.0630558 0.0290048 0.0149156 0.01074 0.00865261 0.00983399 0.0367195 0.0396745 0.0257656 0.0183139 0.0124304 0.0158278 0.0114113 0.0139297
threshold=14.420596409350003 -0.081689999999999999 14.465337980300001 37.198331469900005 34.139075990150012 13.200308423050002 15.839962959300001 18.946524085150003 112.64908412395 90.297243227400017 70.206395618550019 0.093325000000000033 15.064837217800003 201.25367619745001 7.0441631297000011 15.584963555600002 24.006097767650004 214.88418602500002 205.45998821870003 10.959760372700002 14.349498564250002 180.84080166530003 13.24088655595 8.1436447804000007 176.08408741720004 -0.23783499999999999 41.32819714970001 165.35321678605001 20.873561687950005 0.099855000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 -2 4 5 6 -3 10 12 -10 11 -5 -9 -14 -12 16 17 18 -16 -20 21 22 26 24 25 -24 27 -1 29 -29
right_child=1 3 -4 7 -6 -7 -8 8 9 -11 14 -13 13 -15 15 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.052665431003436902 -0.094912390220678045 -0.10010891993137763 0.029820367338196159 -0.0039793126443858845 0.042724899684703659 -0.086663118873107209 0.083264788657104669 -0.10055337251474437 -0.04574950142465229 0.088633023949496667 0.00016367320975234185 0.079739278396580959 0.079473856129526538 -0.10025957267352895 -0.093649802197712531 -0.10063528619705585 0.080230025217751438 -3.8733292575234923e-05 -0.10036203164016984 0.092592468717121623 0.0090617433006170579 -1.4883335545561988e-05 -0.10056825721850615 0.081269856443640626 -0.10162334446078454 0.096267292356433526 0.015708106495238322 -0.10005464706021144 -0.095570041448111653 0.10003251011337054
leaf_weight=0.012489558604108164 0.06083630594311884 0.0097556448422889686 0.043842245367940791 0.093376980403260812 0.042840261157834902 0.088706154145597793 0.02367743564718694 0.06727327067555755 0.055180958413984627 0.056397276071947999 13.071085621316401 0.083798458916135132 0.015383195322730359 0.017880376736613357 0.053402185151400938 0.12258165805031318 0.09392811190394923 0.50824181236237109 0.004387328427069904 0.0084222526859356606 1.1300495490532032 31.015083671115534 0.0063962696559212153 0.11560763291618059 0.023521743158767094 0.018111034045643848 0.048920243762481164 0.0064597817918183864 0.045321870877785386 0.0075412766018416733
leaf_count=55 217 182 15 24 22 63 23 102 22 28 771 19 26 33 196 150 38 28 22 40 63 1187 54 25 26 35 336 193 25 14
internal_value=-2.86361e-06 -0.00104822 -0.0426709 -0.000745993 -0.0294724 -0.0547955 0.029757 -0.000413444 -0.0229145 0.0221742 -7.34813e-05 0.035617 -0.0729551 -0.0171394 -0.000529653 -0.0119872 0.00427088 -0.00814909 -0.0704042 0.0265048 0.000465217 0.000154844 0.0186663 0.0495323 -0.0268612 0.0448943 -0.0231682 -0.0496516 -0.0711929 0.00771668
internal_weight=46.9505 14.521 0.104679 14.4163 0.164979 0.122139 0.0334331 14.2513 0.212115 0.111578 14.0392 0.177175 0.100537 0.0332636 13.862 0.790963 0.668382 0.574454 0.0662118 0.0128096 32.4295 31.2995 0.284369 0.163637 0.048029 0.0245073 0.120733 0.0718125 0.0593229 0.0140011
internal_count=4034 2021 232 1789 290 268 205 1499 211 50 1288 43 161 59 1245 474 324 286 258 62 2013 1950 763 140 115 89 623 287 232 207
is_linear=0
shrinkage=0.1


Tree=317
num_leaves=31
num_cat=0
split_feature=23 10 0 23 23 16 16 7 10 23 16 21 22 23 21 7 17 7 12 22 21 10 18 7 9 19 23 16 23 15
split_gain=0.00221859 0.00824488 0.00816945 0.00467442 0.0144641 0.025945 0.0126729 0.0111515 0.00495245 0.0220213 0.0106456 0.028301 0.150053 0.00762609 0.0249196 0.0624252 0.0157332 0.0118327 0.00850082 0.00744239 0.0413276 0.0456688 0.0212168 0.00777792 0.00659063 0.0357346 0.0190646 0.0132522 0.0210646 0.0119669
threshold=0.41214500000000009 62.068432857650002 87.818484831100008 0.12084500000000002 0.11334500000000002 22.634947069650003 22.494947397000004 23.478650568600006 61.987779113750001 0.10371000000000001 22.634947069650003 7.3575695755500012 -0.078504999999999991 0.094175000000000023 3.8781687083500005 22.977992916200005 187.51563899930002 22.407814303000006 164.26638063525002 0.086310000000000026 3.3753071955500005 62.132955852800002 16.304170230500002 22.649177329550003 186.68586460755003 14.351157895250003 0.10433500000000002 20.824951302200002 0.096010000000000026 29.468013272800004
decision_type=2 2 2 2 2 2 2 2 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 9 13 19 12 -12 14 15 16 18 -15 -1 24 -21 -22 23 -23 25 26 27 28 29 -10
right_child=1 2 -4 7 5 -7 -8 -9 10 -11 11 -13 -14 17 -16 -17 -18 -19 -20 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.056289141900576767 0.013176548541902061 -0.0066066403617348951 0.0058630251474904695 -0.015355661025044416 0.027359753969821904 0.0037344997144252139 0.084287092669295668 -0.00083000747564943424 0.0025376556669560383 -0.020214828765576332 -0.0046772313246503678 -0.00012464243383155171 0.089228016814444075 -0.0011023586243607041 -0.001733622512396042 -0.088294420268626259 0.090271811068319441 0.014990065566797243 0.073584655935473239 -0.0013108901814456607 0.10054576287855742 -0.02161335398876128 0.05377013281271259 -0.098593499112433314 -0.00011144718989137371 0.071592555337108885 -0.10128862280197702 0.085922806851839256 -0.10247268475398606 0.085261179032652318
leaf_weight=0.016826694830299416 0.59459854732267503 1.0161768594698517 1.0878301260635508 0.66722335680481082 0.1041087748048416 0.55234593401746679 0.062630492117023095 2.5424232259609525 0.53549054742542423 0.64598062071331686 0.60988511601033257 2.111068097568932 0.23601316765416325 1.4297417098873668 3.265647913634929 0.10313955979501088 0.031207957583063717 0.67152667229856877 0.0071948079686308111 1.1960323731689855 0.016325021162629016 0.014984390557881255 0.011383310835259675 0.10578456324293484 29.077353989358517 0.082352528945193626 0.017555458395008827 0.019315637724048429 0.018771927386865173 0.018077665934903564
leaf_count=215 18 14 55 40 55 16 8 45 782 27 49 38 54 33 303 50 11 32 38 176 1 44 80 114 1619 44 20 8 26 19
internal_value=-4.58136e-06 0.00277892 -0.000159476 -0.000174641 0.000113327 0.0141709 0.0487428 -0.00384961 -0.00013787 -0.00274447 0.00033427 0.00606814 0.0215232 -0.000701944 -0.0036123 -0.0423516 0.0434454 0.00404048 -0.01739 -0.000210667 -0.00748816 -0.0572481 -0.0767407 -0.0890422 0.00011802 0.00976615 0.00140853 0.00445573 0.00170633 0.00523913
internal_weight=46.869 2.69861 2.10401 44.1704 40.9607 0.719085 0.166739 3.20965 40.2417 6.17127 34.0704 2.95697 0.845898 5.52529 3.42402 0.158369 0.0552295 2.10127 0.0240215 31.1134 1.34451 0.148477 0.132152 0.120769 29.7689 0.691564 0.609211 0.591656 0.57234 0.553568
internal_count=4034 87 69 3947 3862 79 63 85 3783 709 3074 141 103 682 617 314 264 65 253 2933 415 239 238 158 2518 899 855 835 827 801
is_linear=0
shrinkage=0.1


Tree=318
num_leaves=31
num_cat=0
split_feature=21 22 3 15 7 5 20 22 6 15 21 21 6 22 15 9 15 4 15 9 17 22 17 22 16 0 16 9 16 16
split_gain=0.00214166 0.00947289 0.0219335 0.0449512 0.014699 0.0798283 0.013058 0.0141492 0.0282339 0.0114692 0.00938949 0.0669642 0.0337588 0.0775047 0.0156292 0.0084682 0.00842398 0.00634182 0.0408558 0.0624189 0.0388432 0.0348084 0.0200466 0.0513075 0.0183605 0.0334325 0.0143661 0.0127415 0.00966812 0.00929515
threshold=12.377125061300001 -0.075639999999999999 82.59481068365001 26.135540888150004 22.977992916200005 21.500664456800006 41.942745071500006 -0.076484999999999984 16.385382841850003 24.006097767650004 11.065329869750002 11.507908610950002 16.405383309150004 -0.079634999999999997 28.626568391100005 201.14010537530001 24.392685421400003 299.26394832300008 49.946010968500012 205.88909726980003 188.41589330430003 -0.086719999999999992 204.64886559710001 -0.012794999999999999 22.544947280100004 97.674372337300014 18.044957803000003 66.346857137250012 13.904967484100002 22.544947280100004
decision_type=2 2 2 2 2 2 2 2 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 9 5 -4 -7 8 -8 15 17 -12 13 14 16 -2 -13 -1 19 20 27 29 -23 -24 25 -21 28 -19 -27 -22
right_child=1 -3 4 -5 -6 6 7 -9 -10 -11 11 12 -14 -15 -16 -17 -18 18 -20 24 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00040324461356271575 0.073062155517240518 -0.00070524839515399146 -0.0029662218829015446 -0.10088053236237227 0.00024899252011345791 0.092939745130130924 0.064681111233290234 0.10079329989422958 -0.10052900224550057 0.096883385897198235 -0.093466466773380261 -0.062902886363215449 -0.012342248418325465 0.089351394250816951 -0.10110963482450304 -0.10039510529904656 0.099834243133414671 0.080146496259500349 -0.094735554256446419 -0.086483502618114966 0.030019215141315916 0.082558243544802956 -0.089538454607669807 0.097266591907200092 0.002090914298836251 0.046287626356310042 0.086990568645226252 -0.10086623244613212 -0.088944240590057844 -0.10053789287445372
leaf_weight=34.54672516379415 0.0057606484250992684 6.947233918068477 0.53224972766223322 0.016026520970569891 2.109464960927534 0.11897714501537848 0.028714989659212042 0.023613074794410105 0.016168826522516611 0.071459330269135535 0.087816351903680423 0.005685510122294346 0.54793752098237292 0.10372043731109315 0.034004406573112433 0.0055033602367977608 0.0072204750871378565 0.0047364743588541583 0.039266790233284499 0.06463019160537431 0.0082297444020300592 0.21315122941363485 0.025747742900676718 0.03427555652254477 1.1402733269962935 0.0094256188327221935 0.020845367904257728 0.021725423906651997 0.012039430548384189 0.016163843068170536
leaf_count=2439 111 216 37 15 92 16 30 1 40 16 50 51 30 36 22 19 6 86 30 103 123 76 38 40 82 71 17 62 57 22
internal_value=-2.72877e-06 0.00130544 0.00607626 0.0524034 0.00445926 0.0167993 0.0729148 0.038132 0.00516626 0.0821001 -0.000352406 -0.0111625 -0.000816202 0.0411112 -0.0655496 -0.0116855 0.0281432 -0.000117296 0.00601652 0.00853441 0.0476378 0.0579626 0.0681829 0.0171342 -0.00162477 -0.0412439 0.0278608 -0.0684664 -0.0295619 -0.0564914
internal_weight=46.8188 9.87517 2.92794 0.0987499 2.82919 0.719724 0.187474 0.0684969 0.0448838 0.0827233 36.9436 0.786385 0.698568 0.150631 0.0469104 0.011264 0.012906 36.1572 1.61051 1.57124 0.32403 0.297568 0.273175 0.0600233 1.24721 0.106941 0.0423104 0.0264619 0.021465 0.0243936
internal_count=4034 593 377 161 216 124 87 71 70 146 3441 195 145 115 79 130 57 3246 807 777 447 299 154 78 330 248 145 148 128 145
is_linear=0
shrinkage=0.1


Tree=319
num_leaves=31
num_cat=0
split_feature=2 12 18 20 21 6 9 18 22 20 22 18 5 7 6 23 21 9 15 7 2 4 20 22 12 21 6 7 0 20
split_gain=0.00210556 0.00711931 0.00501396 0.00295202 0.0187307 0.0693553 0.0335327 0.0148259 0.0390401 0.0318495 0.013058 0.02127 0.0303392 0.0124606 0.011359 0.00888743 0.00844717 0.0493142 0.030162 0.0403265 0.0372437 0.0109539 0.0213946 0.0109029 0.0138631 0.0104152 0.00610365 0.0382419 0.0200942 0.0498565
threshold=49.864842700850012 82.696898122450008 13.552878921100001 39.685256516350002 7.3575695755500012 14.845346859150002 195.41812862360004 12.885811969150001 -0.044409999999999998 43.572676689450006 -0.12546499999999997 13.276755824150003 15.120347274900002 22.444423115000003 11.545269753400001 1.0000000180025095e-35 1.8400491212500001 194.04304600165003 44.190294328500009 24.607636026300003 135.72285180265001 204.80369648085005 41.218101594450012 -0.092990000000000003 273.67701475470005 2.0502020052500005 15.785368822600002 23.203497038450006 93.692765846100016 36.893814626400008
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -6 -7 8 9 -5 11 13 14 -3 -13 -11 17 21 19 -19 -21 -9 -23 -22 -25 -18 27 -12 29 -29
right_child=1 3 -4 7 5 6 -8 16 -10 15 26 12 -14 -15 -16 -17 25 18 -20 20 23 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0058831044612727597 -0.00099600217837603655 -0.059166666695413421 -0.014397625877440931 -0.091266393789376732 -0.094690833888056603 -0.0066264776046327445 0.072323753585821826 -0.10076283331010456 0.078970662529839031 -0.013382686052332747 -0.051215797736902262 -0.10012386153082689 -0.087485466667757944 0.10011156233083257 0.088076576281994695 0.094957256463611028 -0.013335299803300988 0.091511766169475914 -0.040019510152770374 -0.10049224112251015 0.084710502611907879 -0.10067616527066997 0.059719278299676326 -0.087461493132325693 0.078037614726312252 -3.8311421007219009e-05 0.0058812405953709125 0.075530462516682592 -0.00034761729212327657 -0.024758806820140901
leaf_weight=0.60038408327363768 0.53734293818956647 0.0070360185235925901 0.58103633267478472 0.081440573936788496 0.040248827450859781 0.079357403319590958 0.16702835250180215 0.03278741725808032 0.025583208756450371 0.021300496979861805 0.14429400339999077 0.0039825254705654336 0.068000961878142974 0.016267282160697505 0.016468398664130746 0.011747866580662958 0.59867823548839183 0.11692990079200172 0.040847779324622024 0.025513898630833864 0.030963335273327175 0.016395149124093678 0.016876293177428892 0.010753541695521562 0.0095618617538093531 36.679041124347968 2.1669603460654798 0.11401524837128807 4.4093854025367154 0.08769605535781011
leaf_count=45 31 139 55 68 129 31 32 59 160 93 39 140 81 6 14 62 41 51 24 25 17 15 62 37 15 2038 112 22 363 28
internal_value=-7.62945e-07 -7.72961e-05 -0.0079586 0.000118407 0.00195606 0.0270137 0.046895 -0.000238262 -0.0327116 -0.0576676 0.000934982 -0.0329749 -0.0553675 0.0520203 0.0514272 0.0251295 -0.000117219 0.0165781 0.0380713 0.0545373 -0.00176274 -0.0597424 -0.0193187 0.0473604 -0.00956594 -0.00025186 0.00148243 -0.000522047 0.0010643 0.0319287
internal_weight=46.7579 46.1575 1.11838 45.0392 7.32074 0.286635 0.246386 37.7184 0.140072 0.114489 7.03411 0.111755 0.0884519 0.0233033 0.0204509 0.0330484 37.5783 0.300629 0.23457 0.193723 0.0767926 0.0660589 0.0332714 0.0512787 0.0203154 37.2777 6.92235 4.75539 4.6111 0.201711
internal_count=4034 3989 86 3903 1136 192 63 2767 383 223 944 380 235 145 154 155 2384 305 169 145 94 136 77 69 52 2079 564 452 413 50
is_linear=0
shrinkage=0.1


Tree=320
num_leaves=31
num_cat=0
split_feature=7 0 2 2 15 0 7 6 15 20 2 18 18 5 7 7 22 21 16 9 19 0 20 22 9 15 22 15 22 9
split_gain=0.00220593 0.0176193 0.014775 0.00939131 0.00729932 0.00422538 0.00404326 0.00367863 0.012596 0.00702573 0.0048253 0.00363061 0.00442405 0.0104248 0.0138557 0.00796498 0.0566391 0.0463317 0.0365502 0.0366403 0.0353321 0.00427345 0.0239346 0.11765 0.00840115 0.00604628 0.0241908 0.0581776 0.0353802 0.0241883
threshold=22.105125139000005 85.334349518600007 49.864842700850012 118.06771887965002 27.201366220250005 85.764502819450016 22.233191240750003 16.705390318750002 34.040719645900005 48.226196960950006 253.13454704850002 12.885811969150001 13.043896815850003 20.971847224900007 22.792619241600004 22.747724408400003 -0.10051499999999999 4.3657573166500008 22.644947046300004 186.68586460755003 14.451165964200003 86.329079026800017 41.685324604100011 -0.085584999999999994 195.30595290385003 37.050691080100002 -0.06828999999999999 40.800303470200006 -0.033799999999999997 197.90890142995002
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -2 8 9 -1 -11 -8 13 -13 -15 16 17 -14 19 20 -18 22 -17 -24 -25 -23 -27 29 -29 -28
right_child=6 2 3 4 -6 -7 11 -9 -10 10 -12 12 15 14 -16 21 18 -19 -20 -21 -22 25 23 24 -26 26 27 28 -30 -31
leaf_value=-0.10006934631084824 0.0083045229197318444 0.030687907410326693 -0.098107060132667637 0.10004240722559705 0.090343514284941084 -0.10011606299537715 -0.0075294617315317981 -0.0023014151962246288 0.10015641975584599 0.069650332595123349 -0.028047665906223943 -0.00076694646470405357 -0.037971835477757759 0.019833618477276823 -0.0013188827266764536 -0.00018427720013035676 -0.062166839905203476 0.093548158956100913 0.040425153319358115 -0.089401480658509475 0.0780209253835559 -0.00049690549730942212 0.0016108026265770322 -0.051084276946492063 -0.10199033107964256 5.601107604278599e-05 0.021469500471200408 0.097700858037692684 0.023409925827759009 -0.0027154767657220965
leaf_weight=0.0069214477939318888 0.59321941310007886 0.016711485659470782 0.04393189735353431 0.001281173899769783 0.0052230585590375966 0.0059656070361320257 0.6323232778061002 0.90482907322471107 0.015369421569630504 0.0093001969216857105 0.01107606027244401 2.0681415611179541 0.043083411634853519 0.72190493802600009 0.54230697114621762 6.3599629661839563 0.041670025301601465 0.070805241293992793 0.045267336991969387 0.13594897682617102 0.031621026340872049 22.825192451875033 0.64594341667611832 0.04247927145581798 0.13688907551448892 8.6628364851512725 0.63605935525265467 0.11513687609112822 0.14462988026207302 1.1820497415228599
leaf_count=227 48 10 36 1 11 124 31 372 4 12 41 22 20 49 13 103 36 34 26 29 26 2275 79 29 50 170 18 19 38 81
internal_value=-2.05908e-07 -0.0045982 -0.0518976 -0.0763672 0.000223587 -0.0647296 0.000102531 -0.000948354 0.0277456 -0.0130238 0.016544 -5.39118e-06 0.000101638 0.00360604 0.0107599 -0.000182361 -0.0148203 0.0437949 -0.0410499 -0.0586763 -0.00168359 -5.00316e-05 -0.00226336 -0.0182851 -0.0899344 0.000423765 0.00238029 0.0120704 0.056338 0.00574556
internal_weight=46.6981 1.02061 0.0731132 0.0564017 0.0124698 0.00724678 45.6775 0.947496 0.0426671 0.0272977 0.0203763 45.0843 44.4519 3.33235 1.26421 41.1196 0.368396 0.113889 0.254507 0.20924 0.0732911 40.7512 7.18527 0.825312 0.179368 33.5659 10.7407 2.07788 0.259767 1.81811
internal_count=4034 838 182 172 136 125 3196 656 284 280 53 3148 3117 84 62 3033 171 54 117 91 62 2862 261 158 79 2601 326 156 57 99
is_linear=0
shrinkage=0.1


Tree=321
num_leaves=31
num_cat=0
split_feature=18 16 17 8 3 0 6 22 23 23 10 23 23 0 0 15 14 15 22 20 14 15 15 18 0 19 5 21 19 20
split_gain=0.00190219 0.0162633 0.0107797 0.0102359 0.00956111 0.00239614 0.0332357 0.0336342 0.0357118 0.0188638 0.0136837 0.0781632 0.0271899 0.0257668 0.00525435 0.00507776 0.0631727 0.0360099 0.0266495 0.0144281 0.0123396 0.010345 0.06489 0.0179074 0.0162972 0.0379834 0.0290208 0.0146836 0.01783 0.00910014
threshold=16.869810935650005 17.684958644900004 212.37354083175003 7.1444245619500011 77.360382703650018 97.878695155250014 11.895277931250002 -0.14259499999999997 0.11278000000000003 0.091470000000000024 75.499969677400017 0.092835000000000015 0.085235000000000019 97.752337623100019 96.959242474650011 28.626568391100005 202.41254547485002 27.980927088250002 -0.10423499999999999 42.094663496250007 179.86971370815004 32.393814985100008 31.504255087500002 13.545319032100002 94.047642319350018 14.251149826300002 18.393720489900002 3.3069203559500004 14.151141757350002 47.927946529500012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 10 -7 9 -9 -8 14 12 13 -12 15 16 20 18 19 -18 -1 22 24 -24 25 26 -17 28 -28 -21
right_child=1 -3 3 -5 -6 6 7 8 -10 -11 11 -13 -14 -15 -16 21 17 -19 -20 29 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.003118251564509979 0.0019523937538022135 0.089862600568934123 0.067516103640974198 -0.10012079554064171 0.059908242421741177 -0.00036700838058867938 0.077841146745803988 -0.10073331313336434 -0.0037584765175967755 -0.033941448582765106 -0.10063338589310111 -0.0039200969017210837 0.097153589568899745 0.097635215956993149 -0.0043893123563328593 0.0049040877499591413 0.096161368376882189 0.099934433079636911 -0.10039540056669112 -0.10007622305692272 -0.01367186654176368 0.00028902549250452224 -0.00021163295864121839 -0.099887677256553509 -0.010616300382817636 -0.0048423046201405079 -0.054498671343752907 0.098282375169291919 0.098556056071903583 0.027011458127828094
leaf_weight=3.3361235771226005 0.51401270145293132 0.022071839316367914 0.0045827207254465199 0.017751196493122734 0.030133940636005718 4.6506111758480069 0.031117476834401359 0.09988721203607287 0.061266850083484314 0.029322406746359775 0.01502113999351351 0.52783228671319193 0.12481040704973623 0.011629294938757084 2.6227682811917239 0.10441034857043918 0.025979559871302627 0.10374005811831921 0.01726371678580374 0.007641743735280925 0.50382000391627446 31.763942511628386 0.022434472166423691 0.091680835554825535 1.129326114318246 0.62894352286821231 0.016136952988290432 0.087027360365084405 0.014406290370970964 0.021448350643954228
leaf_count=208 468 23 117 145 22 492 18 116 37 37 89 17 23 2 63 28 71 23 133 113 221 1185 15 92 93 52 36 35 7 53
internal_value=-6.20172e-07 0.00564844 0.0023672 -0.0657232 0.00516189 -7.28215e-05 -0.00216988 -0.0400068 -0.0638658 0.0236098 0.000175313 0.0142507 0.077575 -0.0141161 -6.07864e-05 0.000238961 0.00360097 0.062172 0.00801327 0.0419982 0.000915303 -0.000159815 -0.0069671 -0.0802919 -0.00274163 0.00770943 0.0432725 0.0773462 0.0176924 -0.0063735
internal_weight=46.6371 0.588552 0.566481 0.0223339 0.544147 46.0486 4.87221 0.221594 0.161154 0.0604399 41.1764 0.679293 0.151461 0.0266504 40.4971 37.8743 4.01602 0.176073 0.0723334 0.0550697 3.83994 33.8583 2.09437 0.114115 1.98025 0.850924 0.221981 0.117571 0.0305432 0.0290901
internal_count=4034 775 752 262 490 3259 700 208 153 55 2559 131 114 91 2428 2365 822 393 370 237 429 1543 358 107 251 158 106 78 43 166
is_linear=0
shrinkage=0.1


Tree=322
num_leaves=31
num_cat=0
split_feature=10 8 22 10 5 3 2 15 21 20 9 19 22 6 15 22 16 15 21 21 13 23 23 9 20 13 19 9 16 17
split_gain=0.00415724 0.00944765 0.0160844 0.0153239 0.00774887 0.00775089 0.00889255 0.00200764 0.00650117 0.0454657 0.00558663 0.00330194 0.00599444 0.0346655 0.025091 0.0131217 0.0402477 0.03159 0.0153903 0.0117783 0.0107156 0.00987593 0.00916395 0.00899675 0.00504696 0.00750156 0.00427037 0.00813441 0.00366952 0.00393677
threshold=61.622148808000013 8.4434108459500017 -0.016334999999999999 58.167480110400007 26.429668882900003 108.40938565220002 313.21532566130003 46.435439118750004 15.285239689500001 42.402981339000007 201.7576686733 14.651182102100002 -0.50001499999999999 13.78532209185 24.118672490250002 -0.16276499999999997 22.644947046300004 34.139075990150012 5.2345280387500006 4.1284891430000012 109.72404167800001 0.096885000000000013 0.10828500000000003 224.10491522260003 38.804080188450008 108.32604345015001 14.551174033150001 194.04304600165003 18.704956259700005 188.95754880325003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 6 -6 11 9 10 -9 12 13 14 19 16 17 18 -14 24 -15 28 23 -21 25 -2 -17 -28 29 -20
right_child=7 3 -4 -5 5 -7 -8 8 -10 -11 -12 -13 15 20 -16 26 -18 -19 21 22 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.085454173614604792 -0.10022594104434308 0.019117028346389401 0.088997763053500434 -0.092240367726711792 0.081375658301005543 -0.074289170272139368 -0.07091733816792721 -0.052497403471941567 0.001518903284413956 0.00015767384204300934 -0.10051356808075225 0.0072842605693755579 -0.089074592228708269 -0.10061355045968251 -0.078094658435950481 0.00028051887611403608 -0.095593735725097162 0.090731366098632055 0.049286537953787374 -0.10023532655206971 -0.03228913317738441 -0.10020105652124088 0.06769405427263496 0.083026275058772803 0.095682190512986015 0.10013239899181153 -0.013702735113918188 -0.00046211039733566806 0.09918356984973592 -0.10006460670446862
leaf_weight=0.01421037094482358 0.003512257870559198 0.019870960433763685 0.017378330641974027 0.032681988496563008 0.014158739075355697 0.0085164265707931008 0.0052579567195607515 0.054241160335549377 1.0333336056185087 0.53237016325397235 0.043796373574878089 0.64375553710851718 0.017195246288179589 0.038661486901673925 0.01840050520726777 41.517713732286808 0.021569991076830775 0.078116070595569909 0.0082976213155254719 0.010843137940718783 0.056499563184843282 0.0046506981765901392 0.010556785671155922 0.0035577672242652634 0.040322361280360042 0.0039933221414685249 0.64187479410611503 1.6742526898051435 0.011512904344272101 0.0022417310133384669
leaf_count=74 58 31 126 64 53 106 25 19 18 66 31 44 152 83 35 2586 8 32 84 89 30 15 9 3 54 1 54 48 8 28
internal_value=1.01146e-06 -0.0192355 0.00804604 -0.0501347 -0.0253353 0.0052489 0.0401354 4.74041e-05 -0.00336361 -0.0113668 -0.0739477 0.000174058 7.04156e-05 -0.0178272 0.0262337 0.000146254 0.0303271 0.0525877 -0.0152883 0.0526083 -0.0600476 0.032226 -0.00307904 -0.0549602 0.0816672 0.00637413 4.7392e-05 -0.00413152 0.0601541 0.0175194
internal_weight=46.5833 0.112075 0.0595218 0.0525529 0.0421435 0.0279331 0.0194167 46.4713 1.66374 0.630408 0.0980375 44.8075 44.1638 0.186347 0.0911861 43.9774 0.143584 0.122014 0.0438982 0.0727856 0.0951611 0.026703 0.0249577 0.0144009 0.0478279 0.00750558 43.8338 2.31613 0.0220523 0.0105394
internal_count=4034 479 384 95 258 184 78 3555 134 116 50 3421 3377 362 249 3015 327 319 287 214 113 135 101 92 113 59 2688 102 120 112
is_linear=0
shrinkage=0.1


Tree=323
num_leaves=31
num_cat=0
split_feature=10 17 3 7 23 5 23 4 3 23 13 20 22 23 23 20 22 0 23 23 22 14 21 15 3 22 2 18 22 2
split_gain=0.00361103 0.00841256 0.00930409 0.0097919 0.00768203 0.00590106 0.00526364 0.00612411 0.00641532 0.00573178 0.00235075 0.00398511 0.00193785 0.016189 0.0306666 0.0254083 0.0277813 0.0240256 0.0111995 0.00731701 0.0168768 0.0776373 0.0418602 0.0145128 0.0748005 0.00654026 0.0167613 0.0228271 0.0147792 0.082096
threshold=61.622148808000013 190.94474013770002 95.346167596350014 20.752538901500003 0.099855000000000027 29.748517783600004 0.078905000000000017 377.6847677435 108.40938565220002 0.049900000000000007 116.35915634395 48.778770352700008 -0.037054999999999998 -0.067029999999999992 -0.27343499999999998 41.035283712600005 0.051245000000000013 94.114853772600014 -0.13658499999999998 0.096315000000000026 0.04932000000000001 296.05563064415009 2.3223121640500004 37.870720399650004 93.663192806700025 -0.053159999999999992 76.243484112200022 14.444150028100003 -0.06483499999999999 96.242542698950004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 7 8 10 -10 11 -4 25 14 -14 16 -16 -18 -17 20 21 22 -15 -21 -25 28 -27 -28 -2 -30
right_child=12 -3 3 5 -6 -7 -8 -9 9 -11 -12 -13 13 19 15 18 17 -19 -20 23 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=0.064012609877204044 -0.00050735907364019668 -0.085642179213994557 -0.10004797770496893 -0.09017831241072799 0.099917944172084869 0.0024160852858734019 -0.10011265824590572 -0.10006529860993069 -0.076173549067095836 0.099121744923310856 0.098552945420037452 0.1000278619737679 -0.10068050644458262 -0.0095609668718005178 0.10025479705863519 0.037117928381662856 0.051422474057274715 -0.10041768069842252 -0.1015944361629072 0.001284044963476369 0.00062234016071145855 -0.00078828524060793939 -0.098861540656396421 0.058140543040452901 -0.0049907919549903512 0.00033755952075052931 -0.025976482872478168 0.0012011556450396144 -0.0016111029486598387 0.049832731155204417
leaf_weight=0.015442974381811747 25.672967433920221 0.015847922468111619 0.0018513925780325744 0.022823244691807076 0.0078619617523827401 0.0098545280488906428 0.0054221074504425806 0.0044614238887277216 0.0075863178182657975 0.0024734690332479659 0.0097365592766891496 0.002153489098418504 0.015808355120618955 0.083972905123690267 0.078831222251210753 0.0095276575109211059 0.033449876646045595 0.01513628196033423 0.014959923575005973 5.842737249358863 6.7824591173275479 1.0989994055976384 0.140018421613604 0.2757611724664456 0.58756601343395687 2.5691236404236402 0.68884795812755306 0.56052951500228687 1.5800793884277506 0.38598921378346052
leaf_count=8 2308 38 67 52 17 15 49 43 164 5 18 3 38 37 19 42 13 57 10 180 325 155 110 38 25 15 33 27 38 85
internal_value=3.9751e-07 -0.018478 -0.00660737 -0.0213004 0.0109116 -0.0622549 -0.00986233 0.00745194 0.0276055 -0.0330725 0.0720265 0.00753601 4.23849e-05 0.000978538 0.0318731 0.0456676 0.0635968 0.00411897 -0.0476241 0.000628713 -0.00139297 -0.0117247 -0.0653833 0.00307227 0.0151744 -0.000403386 -0.00428266 -0.0137833 0.000132559 0.00848863
internal_weight=46.5423 0.105515 0.0896675 0.0742245 0.0415467 0.0326778 0.0336848 0.0282627 0.0238012 0.0100598 0.0137414 0.00400488 46.4368 14.9792 0.167713 0.151905 0.127417 0.0485862 0.0244876 14.8115 8.10545 1.32299 0.223991 6.70606 0.863327 31.4575 3.8185 1.24938 27.639 1.96607
internal_count=4034 479 441 433 366 67 349 300 257 169 88 70 3555 1049 179 141 89 70 52 870 627 302 147 243 63 2506 75 60 2431 123
is_linear=0
shrinkage=0.1


Tree=324
num_leaves=31
num_cat=0
split_feature=9 20 15 8 21 22 16 12 3 18 20 4 20 20 7 21 7 2 8 7 0 22 21 7 9 16 9 6 18 10
split_gain=0.00200318 0.00954172 0.0852144 0.0215991 0.0173871 0.0254933 0.0148641 0.0127064 0.0119081 0.00936725 0.0173033 0.0663848 0.00661584 0.0093976 0.00545466 0.0140569 0.0310095 0.0695246 0.0355604 0.0112722 0.0145558 0.0175911 0.0942274 0.00931396 0.00928783 0.0187209 0.00699256 0.00530292 0.00519633 0.00504511
threshold=194.04304600165003 42.141702038450013 37.606388722050006 8.3434888241000014 6.4178488307500006 -0.14259499999999997 17.634958761800004 124.92778561480002 93.910530954700008 13.036600629150001 38.903925214650009 234.39952089600004 40.00488309970001 42.434124620650003 23.203497038450006 10.168508400200002 23.127267687200003 139.52793115400002 8.6432548896500023 23.445318439400001 86.420486603250012 -0.122095 13.386374432050003 23.356162058950002 196.26893085885004 22.574947209950004 197.63955579655001 16.585387514950003 13.376114027300002 61.977025281250008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 29 3 4 5 6 -3 27 -4 10 -2 12 -12 -14 15 16 17 18 -11 20 -16 -22 23 -23 25 -21 -26 -6 -28 -1
right_child=9 2 8 -5 7 -7 -8 -9 -10 14 11 -13 13 -15 19 -17 -18 -19 -20 24 21 22 -24 -25 26 -27 28 -29 -30 -31
leaf_value=-0.0044666125474435913 -0.0039217986203463418 -0.060521662738871641 -0.10109896528107526 0.074748014394472623 0.022466899089541012 -0.095866467016287427 0.09809344774708513 -0.0018648161134794097 -0.030527727194792048 0.065958796503924902 0.092533119224571941 0.0025924870482442329 0.0088486115314019616 0.086934068190410996 0.0012376402372242801 0.002110097658980549 -0.0035993008654649503 -0.088311474731460893 -0.035069072900860504 -0.021560505956854468 0.00030278024721796918 0.057799063669626595 0.0014333353267332591 0.099698632196447992 0.0064114461153215495 0.00067712288180530927 -0.009968158866444048 0.099875470379652442 -1.0242580557483199e-05 0.00093646719567654969
leaf_weight=2.1532708571553085 0.58089600476887315 0.010209931676158135 0.10290813152539602 0.036896375124342629 0.018768303044593426 0.045188221307869703 0.014022346149658915 1.0348447590482677 0.031147396196615773 0.062520051294998935 0.096938042668625712 0.53393039432080514 0.028756893644185766 0.03321422677299779 2.5793790230527551 1.6671726116667285 1.0368544315278994 0.14871867927115545 0.07869449173904286 0.60311831386684644 0.52078605027054459 0.098760593624319437 0.52189698070287704 0.11463490090682171 1.6957370897398529 1.016832402087857 0.53663002858957298 0.016746313372721033 22.326632098225598 8.7538349736841301
leaf_count=270 23 134 52 12 37 175 26 546 49 14 14 25 32 31 26 40 23 44 29 66 4 25 4 60 41 13 8 6 1448 757
internal_value=4.68985e-07 -0.00109897 -0.00916044 -0.000554196 -0.00299184 -0.0514899 0.0312632 0.000153609 -0.084702 0.000392299 0.00880712 0.0194794 0.0762189 0.0506995 6.75857e-05 -0.0040026 -0.0116835 -0.040594 0.00965909 0.00047359 0.00553657 0.0143645 0.024324 0.0803073 -0.000268184 -0.00760209 0.000215572 0.0589676 -0.000243968 -0.000130204
internal_weight=46.4999 12.2178 1.31073 1.17668 1.13978 0.0694205 0.0242323 1.07036 0.134056 34.2821 1.27374 0.69284 0.158909 0.0619711 33.0084 2.99396 1.32679 0.289933 0.141215 30.0144 3.83546 1.25608 0.735292 0.213395 26.1789 1.61995 24.559 0.0355146 22.8633 10.9071
internal_count=4034 2064 1037 936 924 335 160 589 101 1970 125 102 77 63 1845 150 110 87 43 1695 119 93 89 85 1576 79 1497 43 1456 1027
is_linear=0
shrinkage=0.1


Tree=325
num_leaves=31
num_cat=0
split_feature=17 20 22 13 22 2 22 21 18 0 16 22 23 20 16 21 20 3 18 6 9 21 20 13 9 23 18 9 10 13
split_gain=0.00195382 0.0323785 0.0657844 0.019871 0.0245425 0.0192304 0.015299 0.0101172 0.00826656 0.0156483 0.00707404 0.0544888 0.0394597 0.0363397 0.0255195 0.0849337 0.0352032 0.0368908 0.0331304 0.0204087 0.00856568 0.0781875 0.0292658 0.0119209 0.00919946 0.0280312 0.0105735 0.00701772 0.0099797 0.00700239
threshold=187.51563899930002 41.605323437500005 -0.092990000000000003 117.49368567500001 -0.14831999999999998 60.327272492300004 -0.11347 4.797392351550001 12.993189857450002 85.791387400750025 15.584963555600002 -0.083064999999999986 0.092650000000000024 41.092444989200011 18.634956423400002 5.7087410616000005 39.952536079750011 78.473404369650012 14.85568425095 12.26528657645 188.96048214565005 10.628103601550002 41.806790701050012 113.97180552410002 192.39832633775004 -0.5351999999999999 13.3584252364 200.52256857420005 70.389210771400016 117.46680109370001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -3 9 -5 11 12 19 -14 15 16 17 -12 -18 -7 21 22 23 -16 26 -26 -22 28 -17 -27
right_child=5 2 -4 8 -6 10 -8 -9 -10 -11 14 -13 13 -15 20 27 18 -19 -20 -21 24 -23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=-0.00036893598516362546 0.0016573911938052716 0.092288358962667238 -0.093673885378701638 -0.080756548820295121 -0.10058915815961136 -0.058129347981946557 -0.090459585585707145 -0.0073283431098834749 0.099881624225967108 0.10011120242357259 0.059387433438058572 0.0014004818813676959 -0.10031265054386954 0.075277724347252911 0.041597644340509547 0.036415004085095848 0.07729378507678851 -0.10059011173123794 -0.0024663651638856384 0.088374817185114099 0.0011096572751309523 -0.0025656842650712735 -0.0024801326232598894 0.09946040952699027 0.10093645530671187 0.0022146650631073819 -0.016630839826032164 -0.099366808740746798 -0.10011903369851137 -0.00095393502223870344
leaf_weight=11.525410588852735 0.031710348455817439 0.014341459301361215 0.11102665937315237 0.00911819166958594 0.02466251767095784 0.010162579080395751 0.041789931564372718 0.035264054234905196 0.027159029114045552 0.010062168352305889 0.018594297465259646 2.6435300629536131 0.027316404016282547 0.020731556723944777 0.050535824684632469 0.0099363077598582095 0.057242012808046638 0.064124948710968965 0.57728029637416967 0.147749326365755 0.6611491088615391 1.1016659075119148 0.053330275274220185 0.12050927762174979 0.027795214205979302 12.619035482359328 0.68304385749070207 0.11431714275931881 0.011607163236212692 15.592216094373269
leaf_count=746 9 46 349 38 107 295 45 294 7 3 18 300 79 23 17 8 71 64 132 37 29 55 38 39 1 490 59 123 85 427
internal_value=1.16123e-06 -0.0011129 -0.0381303 0.0130009 -0.0190615 0.000378787 -0.0507174 0.0214719 0.0643873 0.0141281 0.000487292 0.00526032 0.054802 -0.0245496 5.90908e-05 -0.0170026 -0.00327003 -0.0646291 0.00472902 0.0789464 0.000529998 0.00839286 0.0621985 0.0823647 0.000177553 0.00056229 -0.00790507 -0.0895005 -0.0371466 0.000463396
internal_weight=46.4424 11.757 0.231634 0.120607 0.074268 34.6854 0.0735003 0.0496055 0.0463394 0.0191804 34.6119 2.84949 0.20596 0.048048 31.7624 0.853102 0.717242 0.0827192 0.634522 0.157912 30.9093 1.32604 0.224375 0.171045 29.5832 28.239 1.34419 0.135861 0.0215435 28.2113
internal_count=4034 1590 844 495 447 2444 54 340 48 41 2390 734 434 102 1656 501 285 82 203 332 1155 149 94 56 1006 918 88 216 93 917
is_linear=0
shrinkage=0.1


Tree=326
num_leaves=31
num_cat=0
split_feature=18 10 23 16 2 7 20 18 10 16 5 16 5 21 15 9 20 2 5 20 20 16 15 9 0 18 18 6 6 6
split_gain=0.00181611 0.0299361 0.0749136 0.0231362 0.0198383 0.0449198 0.0301746 0.0225284 0.0246948 0.0211514 0.0136907 0.0158647 0.0108446 0.00973861 0.0815538 0.0461475 0.0349034 0.0677509 0.0229924 0.00951951 0.0083086 0.00586611 0.00586226 0.00574256 0.0302073 0.0573519 0.0124551 0.00687442 0.00602266 0.0106623
threshold=13.893471991850001 62.165217350350012 0.099465000000000012 22.624947093000003 204.67136036115002 24.909276771700004 41.571132012400007 14.773181214800003 67.300172379550006 15.484963789400002 22.53967987815 18.764956119400004 16.787983692950004 8.8898213993500015 30.243446395250004 202.86075815500001 39.011793722550003 189.28685862455004 16.787983692950004 41.942745071500006 40.00488309970001 15.484963789400002 14.882823222300003 203.06170522940002 93.399723909900004 14.320472989450002 14.053554955550002 15.115353167800002 14.825346391850003 16.505385645700006
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 -6 10 -8 -9 -10 11 12 20 23 15 18 -17 -18 19 -15 22 -21 -7 24 25 26 -3 -27 -25 -30
right_child=1 4 -4 -5 5 6 7 8 9 -11 -12 -13 -14 14 -16 16 17 -19 -20 21 -22 -23 -24 28 -26 27 -28 -29 29 -31
leaf_value=0.00051677361832351781 -0.10312746818552446 -0.043797460925514918 0.073770437313890339 -0.0029120623148607828 0.088811419451439777 0.08613855892313442 -0.10105688175844976 0.10007103749655147 0.067995901200654907 -0.10023653754262832 -0.10031619307635951 0.091593817848507564 -0.10005283436259536 -0.10030876325936909 -0.094375749788663255 0.00058777231008287005 -0.1005409420102774 0.077900842589454844 0.073554862854284919 0.094294313049396367 0.079044416496934236 -0.10008664968311341 -0.10006678571695622 0.00038902640972474567 -0.0012499857566911853 0.070214337090008405 -0.10320093119946046 0.0056550515765479703 0.015415102878970691 -0.0029820220082582877
leaf_weight=27.608907997267863 0.09960935395961712 0.065723851875880146 0.041971430186094949 0.0299675359565299 0.081046555654997632 0.002375803839165247 0.037373876859401634 0.016888354963157326 0.010897038451865626 0.023787151686008201 0.0062450828809232908 0.045101181707650539 0.008182990040978666 0.011891660123815817 0.10355517918651458 0.50909965833574233 0.092249552165128534 0.027656654468955821 0.10710167792486658 0.0057227713472252084 0.014715213945841299 0.002130537866804616 0.0058636680761958715 8.5246089192889922 7.4512269744640873 0.032172084752403407 0.076238035188850972 0.033845148966065608 0.75219735585824199 0.54204116365781374
leaf_count=1560 62 25 17 25 140 66 11 16 214 90 8 26 55 50 79 29 69 17 36 55 62 24 57 484 611 29 17 13 70 17
internal_value=8.80477e-07 -0.000758294 -0.0423407 -0.0799504 -0.000374571 0.0274656 -0.0015366 -0.0419381 0.000904501 -0.0473815 0.0420302 0.0536905 -0.0012103 -0.000757885 -0.0111505 0.000251706 -0.0108443 -0.0593829 0.0552746 -0.0438821 0.0340255 0.0415604 -0.0463756 -0.000246872 -0.00229919 -0.0398888 -0.075699 0.0371166 0.00135404 0.00771019
internal_weight=46.3704 18.7615 0.171548 0.129577 18.5899 0.252477 0.17143 0.0889464 0.0515725 0.0346842 0.0824839 0.0762389 0.0311377 18.3375 0.859408 0.755853 0.629006 0.119906 0.126847 0.019745 0.0229547 0.00785331 0.00823947 17.4781 7.65921 0.207979 0.141962 0.0660172 9.81885 1.29424
internal_count=4034 2474 104 87 2370 745 605 331 320 304 274 266 240 1625 359 280 115 86 165 129 185 79 123 1266 695 84 42 42 571 87
is_linear=0
shrinkage=0.1


Tree=327
num_leaves=31
num_cat=0
split_feature=22 12 21 16 0 21 7 20 5 9 19 7 20 12 18 18 19 20 2 17 9 6 8 21 5 19 22 22 14 18
split_gain=0.00177926 0.014901 0.0548694 0.00752042 0.0217739 0.0369816 0.00616815 0.00569523 0.0253317 0.0253299 0.010396 0.00835738 0.00816802 0.005765 0.00630418 0.0136795 0.0371478 0.00804537 0.0182813 0.00525766 0.0300726 0.0288454 0.0320998 0.0220249 0.00612895 0.00975998 0.00542467 0.0134764 0.0785795 0.0289082
threshold=-0.037054999999999998 87.111491403900018 3.9632429946000003 22.654947022900004 85.861287312150012 3.5904861669000003 22.870118039000001 38.400997490450003 16.903404623850005 196.26893085885004 13.751109481500002 23.445318439400001 39.664548207900005 143.62136700335003 15.289002683150001 14.444150028100003 14.551174033150001 42.047301293400004 94.469527609150006 205.10400128480003 220.36679399970004 15.975373262050001 8.543332867800002 10.959760372700002 15.120347274900002 13.451085274650001 -0.053159999999999992 -0.067109999999999989 202.18319297485002 13.843998451900001
decision_type=2 2 2 2 2 2 2 2 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 6 7 -5 -6 -2 8 -3 11 -11 -10 -9 14 15 16 17 -14 -19 26 21 23 -23 24 25 -21 27 -1 -29 -30
right_child=1 3 -4 4 5 -7 -8 12 9 10 -12 -13 13 -15 -16 -17 -18 18 -20 20 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00035615276927238298 -0.085087547001789318 -0.00042301138660096895 0.096662703595149904 0.00083938856152609607 0.09718824791616229 0.0054093915138413258 -0.013398510703748191 -0.01184486425936717 -0.039224653988196245 0.031531917758717623 0.081771879304990178 0.023650635386387103 -0.10100580409600757 0.0011501418898938656 -0.0015163315637069662 -0.006974827539855892 0.093782776192248771 0.099237494001319163 -0.10200096630565431 -0.10016747442553475 0.0030307811934954946 -0.061462402999347888 0.074648465363799807 0.059278571855278329 -0.097006366645522216 0.056741402450270477 -0.0037660031756586027 -0.00037426737371764468 0.077209340206543797 0.012822289105218175
leaf_weight=24.883015781845092 0.020228923462124793 1.0495241559921087 0.065711710633536313 0.59980716987138372 0.070348332592402585 0.11679243500111625 0.029510672440437702 0.61063010437413723 0.044601617683667771 0.078717515483731404 0.086389034288004041 0.040189009392634034 0.051545161972513909 9.5035665119319859 2.0151018260859637 0.49737001784987456 0.01479849306633696 0.0073094480577111645 0.011804813768819145 0.0088646114845357671 0.55127020213350519 0.033929538810298254 0.035408944328082725 0.011373154538325991 0.091765290033777092 0.0071710029665155153 3.7965343053347835 1.6517632604591224 0.19972756314564311 0.10713442015369878
leaf_count=2117 17 146 22 43 30 24 24 74 34 24 17 8 49 511 86 30 2 8 66 133 124 33 23 67 96 27 68 54 32 45
internal_value=-1.66397e-06 0.000897591 0.0366842 0.000618399 0.0101306 0.0399101 -0.0425542 8.41519e-05 0.00639004 0.0350037 0.0578191 -0.00942306 -0.00056043 8.97157e-06 -0.00416558 -0.0133252 -0.050285 -0.0804577 -0.0250458 -0.00042908 -0.00875943 -0.0432377 0.00804506 -0.0730753 -0.0870389 -0.029999 -0.000227937 0.000272494 0.00825903 0.05473
internal_weight=46.2919 14.9139 0.115451 14.7985 0.786948 0.187141 0.0497396 14.0115 1.29942 0.249897 0.165107 0.0847906 12.7121 12.1015 2.59793 0.582828 0.0854579 0.0706594 0.0191143 31.378 0.739783 0.188513 0.0693385 0.119174 0.107801 0.0160356 30.6382 26.8416 1.95863 0.306862
internal_count=4034 1215 63 1152 97 54 41 1055 229 83 41 42 826 752 241 155 125 123 74 2819 503 379 56 323 256 160 2316 2248 131 77
is_linear=0
shrinkage=0.1


Tree=328
num_leaves=31
num_cat=0
split_feature=4 9 23 2 9 7 19 23 16 23 19 7 15 19 8 19 9 7 0 9 3 0 23 10 7 2 22 21 7 12
split_gain=0.00198175 0.0110281 0.0437455 0.0366972 0.0392588 0.0123272 0.0100145 0.00725832 0.0113884 0.00656805 0.0063957 0.0077608 0.00678508 0.00632278 0.00971051 0.00662493 0.0121589 0.0352179 0.117762 0.0125575 0.0102187 0.0752005 0.0261369 0.0215004 0.00800742 0.006936 0.006835 0.0322937 0.0427233 0.0403885
threshold=244.52697497700004 192.31210988165003 -0.11789499999999999 182.48209946165005 189.78071820640002 22.545611589100002 14.351157895250003 0.083155000000000021 22.654947022900004 0.41214500000000009 14.551174033150001 22.977992916200005 36.742238227650013 14.551174033150001 8.543332867800002 14.351157895250003 195.30595290385003 22.477322886550002 86.692020874450009 186.68586460755003 93.620177476600006 85.812895065800021 0.10220000000000003 62.046925192600007 18.276616214250001 134.33885108415004 -0.098419999999999994 2.3223121640500004 24.202871501750003 128.52556993515003
decision_type=2 2 2 2 2 2 2 2 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 6 4 5 -4 -2 8 -5 13 11 -3 -12 15 -15 20 17 -17 19 -19 26 22 23 24 -22 -21 27 28 -1 -30
right_child=1 10 3 7 -6 -7 -8 -9 -10 -11 12 -13 -14 14 -16 16 -18 18 -20 25 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.097126341732663976 -0.0038037341110736013 -0.01224251580552981 -0.086420632243319959 -0.095494260857832289 -0.10199611976019674 0.080153514068725951 0.10029222048068971 -0.10039312017444285 0.09935556629384483 0.010821681491834705 -0.0021123768206351401 -0.00062591522719886074 0.012957582132644967 -0.014956772648379602 -0.00055819489747652292 -0.0022869738477041793 -0.0015492591564870697 0.033246794101669079 0.0046821376655004909 0.098246592826702409 0.058282167620593794 -0.1023906976090026 0.090073039102526134 0.00027472835461411993 -0.10113256506531479 0.060585756068252478 -0.00054677099505646336 0.0022392455512890738 -0.086858111257891044 0.058320924072522387
leaf_weight=0.084535770483637918 0.013690810881560544 0.59518770617160655 0.0049985277979437406 0.0075961179654302491 0.021760624280432239 0.039956164367126235 0.02844063623342663 0.079233156185139153 0.0049570607075111184 0.60834857235749851 0.52446002418582682 17.04579132608098 0.69426090905366777 0.65915049397153724 1.6184076820526341 1.4802475765563934 2.2051398391713519 0.053506413387367391 1.0596516960649749 0.16325548554596025 0.0035372828928349467 0.081226506677921861 0.030742905850729585 0.51693227056188462 0.028846827475248915 0.069815023991395719 15.113450053621657 3.3377747483080231 0.034226253813812946 0.043538499886238924
leaf_count=35 241 41 42 364 5 144 6 181 6 36 18 954 65 67 57 60 57 13 16 76 101 10 20 131 231 13 605 374 41 24
internal_value=-8.58609e-08 -0.000781918 -0.0241031 -0.0481773 0.00826125 0.0616321 0.0664658 -0.0892 -0.018551 0.000547936 -0.000533822 -0.00101785 0.00647243 0.000312831 -0.0047253 0.000784913 0.00401617 0.00835817 0.020063 0.0769357 -5.85936e-05 -0.0122744 0.000344671 -0.00467704 -0.0837199 0.0869655 0.000375401 0.00435737 0.0479175 -0.00557608
internal_weight=46.2527 19.0603 0.200633 0.158502 0.0667153 0.0449547 0.0421314 0.0917863 0.0125532 27.1923 18.8597 17.641 1.21872 26.584 2.27756 24.3064 5.03162 2.82648 1.34623 0.286577 19.2748 0.661286 0.580059 0.549316 0.0323841 0.233071 18.6135 3.50008 0.162301 0.0777648
internal_count=4034 2067 989 742 191 186 247 551 370 1967 1078 995 83 1931 124 1807 235 178 118 102 1572 493 483 463 332 89 1079 474 100 65
is_linear=0
shrinkage=0.1


Tree=329
num_leaves=31
num_cat=0
split_feature=15 21 0 0 13 22 13 13 20 5 20 10 13 22 15 20 13 0 20 18 4 22 7 0 0 17 21 9 17 7
split_gain=0.00211941 0.00586049 0.0378197 0.0094591 0.00653778 0.00311279 0.0241383 0.0189627 0.0320351 0.0297472 0.0133242 0.013058 0.00915575 0.0083537 0.0322601 0.0165444 0.0101224 0.00815865 0.00747707 0.00885219 0.00687925 0.00788901 0.00580639 0.00336973 0.0032151 0.0259224 0.0336655 0.018641 0.0142284 0.00454594
threshold=46.435439118750004 15.285239689500001 86.692020874450009 86.329079026800017 117.69263157665002 -0.50001499999999999 117.38883580790001 104.08096806215002 39.792680591700012 14.285627908 41.066313126200008 75.408562100950022 95.986020631400024 -0.16276499999999997 37.491361913600009 39.110279783550006 117.28936285705002 76.451683855550016 40.316494640950005 13.743122984900001 377.6847677435 -0.23783499999999999 20.861906850000004 71.249517373150013 85.812895065800021 188.19076296340003 7.1067965614000004 189.46063690070002 191.08747234645003 22.938075114600004
decision_type=2 2 2 2 2 2 2 2 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 9 -9 12 -10 22 -1 14 15 16 -7 -18 -17 20 21 -20 -12 -23 25 -15 27 -27 -28 -26
right_child=1 -3 -4 -5 -6 13 -8 8 10 -11 11 -13 -14 24 -16 18 17 -19 19 -21 -22 23 -24 -25 29 26 28 -29 -30 -31
leaf_value=-0.10022453724520507 -0.10093556576225815 0.0011191784405626991 -0.00046450730959460886 -0.015343591724706377 -0.026605978919165607 -0.098873393049974598 -0.10133216255806943 -0.050616167830247229 0.097268209821748219 -0.10051611320055653 0.049399708240814993 0.10009305170275706 0.073788208702144892 0.00099541513160551699 0.074621919469851264 0.097565492708297175 -0.10008230448637903 0.10006499207339477 -0.10004330618335425 -0.10020613316105616 -0.1000586661127416 8.0794496491530871e-05 -0.10027506287521676 0.084818434866135106 -0.0032763719354535724 0.042086090211623413 0.095703389425459931 -0.076852581357174349 0.032920850630601309 0.00019157694691204744
leaf_weight=0.0035962888003727702 0.058823391688945459 1.0306377390086252 0.52528177925705677 0.025528220634441823 0.014813264212307331 0.027398482013982206 0.026414668605866609 0.034728011364222766 0.046814558136247797 0.035756082805505685 0.0035496061818776079 0.0083339584525674582 0.01898916683603602 4.1534169543482014 0.068304465094115585 0.0099791126729087409 0.0032589872137123166 0.0054301832569763064 0.0034485810035320653 0.0071220246514611665 0.0039428845358884237 0.0064409218830405761 0.0096057456512426143 0.017292051431240907 4.2285572833323988 0.022088540007203394 0.069735574345827445 0.032662459105551989 0.07483423398434752 35.62387785429015
leaf_count=139 76 19 18 16 19 112 27 38 14 51 20 3 43 357 27 6 55 4 97 81 40 10 65 83 303 17 17 53 26 2198
internal_value=1.14632e-06 -0.00351264 -0.0111574 -0.0677981 -0.0859829 0.000131701 -0.012716 0.00178934 0.0275844 -0.0437651 0.0673442 0.00215475 0.0460801 0.000186091 0.0235416 -0.01784 -0.0690479 0.0249971 0.0204793 0.00036624 0.0233796 0.0412853 -0.0598895 0.0618214 0.000105457 0.00268597 0.0379136 -0.0288684 0.063205 -0.000176391
internal_weight=46.2007 1.65508 0.624447 0.0991649 0.0736367 44.5456 0.187788 0.161373 0.103032 0.0583415 0.0683039 0.0214893 0.0225855 44.3578 0.152618 0.0843132 0.0360877 0.00868917 0.0482256 0.0382465 0.0311244 0.0271816 0.0131554 0.023733 44.2052 4.35274 0.199321 0.054751 0.14457 39.8524
internal_count=4034 148 129 111 95 3886 400 373 140 233 102 88 182 3486 515 488 171 59 317 311 230 190 85 93 2971 470 113 70 43 2501
is_linear=0
shrinkage=0.1


Tree=330
num_leaves=31
num_cat=0
split_feature=5 6 5 10 21 23 7 7 3 10 16 5 22 6 15 9 17 22 21 23 9 14 16 18 20 2 6 16 5 2
split_gain=0.00193454 0.0503872 0.0248085 0.0111989 0.0108268 0.0273373 0.0201677 0.00974612 0.00625034 0.00804231 0.0552046 0.00457368 0.00394694 0.022108 0.0185966 0.0179874 0.0131464 0.0148038 0.00947823 0.00613912 0.00724932 0.00377561 0.0321177 0.0268788 0.0375736 0.0345316 0.029995 0.0274237 0.0311863 0.0157037
threshold=23.730745871350006 16.395383075500003 25.642804662200003 64.730006406800015 4.797392351550001 0.10469000000000002 22.747724408400003 22.061824394000002 93.14163192940002 61.987779113750001 22.584947186600004 30.284449345300001 -0.50001499999999999 13.78532209185 24.118672490250002 214.31567825310003 187.61467154115005 -0.59502499999999992 4.1284891430000012 0.10828500000000003 224.10491522260003 300.92746350285006 22.654947022900004 13.603286548350003 42.779078631750004 294.37797911680008 16.325381439950004 22.544947280100004 19.749058312400006 284.79578090205001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 -2 -4 5 6 7 11 -6 10 -10 -3 13 14 18 16 17 -15 -1 20 -20 -14 23 -23 26 -26 27 28 29 -25
right_child=1 4 3 -5 8 -7 -8 -9 9 -11 -12 -13 21 15 -16 -17 -18 -19 19 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.080400853370134293 -0.096326639979759474 -0.068930233646192093 -0.056005703571986601 0.099254069352932572 0.010265085865085184 0.066988470966657249 -0.08968655772552947 0.095901140688217951 -0.00047953908385356051 0.00094367314488889202 -0.094973053023412288 0.04044357883379892 0.00013154489120689123 0.058659848809475529 -0.075265375663932932 0.046975630557748525 -0.10082236306635657 -0.10076119175748176 -0.10017070094605798 0.061042042926947641 0.077947336272467804 0.081133703556475756 0.08726765158810075 0.054971705482256189 -0.10162900808452729 0.052494208930244125 -0.0060701887585976246 0.07850925581456053 -0.10037652124146026 -0.10013660635784039
leaf_weight=0.037798887621716459 0.080897623841734823 0.010883769267863275 0.0082870487850641439 0.010573038988567873 0.55997072742320586 0.022293149851975613 0.059283842451336 0.0095828012954370934 0.51464479961931209 3.1286199251447329 0.070267515660077606 0.0058936562227813729 40.62096032165536 0.013556459452956915 0.014614524824480668 0.015891358582848625 0.047852202985723125 0.010213041603492456 0.0084405502289128798 0.0082258507881078913 0.0031331675709225246 0.041114462099132054 0.046878771230694838 0.054943361714588246 0.06290107002537404 0.018906805688216011 0.55160758363490459 0.093387007247656584 0.022688063976659123 0.0074072686068245011
leaf_count=113 59 217 35 11 10 22 76 11 185 95 40 52 2054 4 35 12 33 62 89 9 3 18 30 164 133 174 31 31 90 136
internal_value=8.51529e-07 -0.00197347 -0.0722481 0.0310335 -0.000373441 -0.0316521 -0.0573282 0.0154453 0.000416574 -0.0010685 -0.0118314 -0.0305089 0.000213117 -0.0154764 0.0254794 -0.0492718 -0.0706271 -0.00983859 0.0510415 -0.00500774 -0.0519517 0.000273473 0.00668047 0.00225137 -0.00174351 -0.0660092 0.00545814 0.0410983 1.46124e-05 0.0365448
internal_weight=46.1617 4.4812 0.0997577 0.0188601 4.38144 0.107937 0.0856441 0.0263602 4.2735 3.71353 0.584912 0.0167774 41.6805 0.159726 0.072213 0.0875131 0.0716217 0.0237695 0.0575985 0.0197996 0.0115737 41.5208 0.899834 0.852956 0.811841 0.0818079 0.730033 0.178426 0.0850387 0.0623506
internal_count=4034 813 105 46 708 378 356 280 330 320 225 269 3221 360 249 111 99 66 214 101 92 2861 807 777 759 307 452 421 390 300
is_linear=0
shrinkage=0.1


Tree=331
num_leaves=31
num_cat=0
split_feature=15 21 17 13 9 0 17 21 9 5 5 22 3 22 20 22 22 6 2 7 20 15 14 5 21 20 18 16 14 22
split_gain=0.00190505 0.00526424 0.0278404 0.0105825 0.0228504 0.0021256 0.0217998 0.0301544 0.0160266 0.0150244 0.00532979 0.00878104 0.00410862 0.0117624 0.0166223 0.00439753 0.0633566 0.166 0.0328991 0.0428146 0.0236079 0.0205734 0.0119536 0.0423372 0.0504994 0.0244893 0.0159221 0.00910937 0.00967126 0.0201012
threshold=46.435439118750004 15.285239689500001 203.72643944000004 117.56896250265002 199.17419511990002 85.812895065800021 188.19076296340003 7.1067965614000004 189.46063690070002 21.955793948900006 23.854886427500002 0.20167500000000002 93.620177476600006 -0.089795 40.241071441700008 -0.06828999999999999 -0.054619999999999995 14.865347326450001 71.340832650850004 23.314707969200004 40.720231579350006 43.890399822900008 292.97387972750005 21.336111252450003 10.959760372700002 42.536568606950006 17.957852018100002 22.604947139800004 179.86971370815004 -0.14138499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 6 -1 8 -8 -9 -10 -12 15 -14 -15 18 17 -17 19 -7 -19 22 27 24 26 -25 -24 28 29 -20
right_child=1 -3 -4 4 -6 12 7 9 10 -11 11 -13 13 14 -16 16 -18 20 21 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00070446041042953765 -0.094805712540518408 0.0010119681845087122 -0.0018678994978218362 -0.087883942993321168 0.062027020204446538 0.0090183488731654 0.038440575364605857 0.09945255784213565 -0.10038103688130949 0.032346805341593197 -0.088312889447191872 0.10007120359421776 0.0034036713323282865 0.0015690422279568978 -0.022350887673589483 -0.10120521054189741 0.0004240698507231896 0.10036020022968083 -0.0052944384067001218 -0.10100353562135274 0.042009049125703829 -0.018279846480157361 -0.099375882554768896 0.011466505325440333 0.068605781420970346 0.095678180858622647 0.040573863502367406 -0.0043129663570472777 0.00016480351689233507 0.020584788718172136
leaf_weight=4.1869361733995083 0.047235799188341754 1.0290683928758424 0.52019138834202749 0.024539785683487025 0.017361292144286722 0.067181633377923045 0.021691317992043824 0.05681662644201424 0.022063460678566571 0.080827402458680808 0.0062170185901777586 0.0041101363021880388 1.0468034094083125 0.54442257550544926 0.62292476397215069 0.064753186503145765 18.448049959696888 0.16699726867955178 0.5260022185411799 0.074695763076874755 0.11856174271088094 0.63410218072021862 0.056126901235803439 0.062645648241982599 0.035753083185690926 0.076951548388040081 0.0095062492165413071 4.2315518106333903 12.598270573451449 0.69896422133024916
leaf_count=728 54 19 24 31 20 24 21 8 18 39 47 2 18 11 29 61 1008 30 22 81 20 30 178 28 219 34 181 68 938 43
internal_value=-1.01782e-06 -0.00334979 -0.0107162 -0.0623536 -0.0257698 0.00012238 0.00221436 0.0351877 -0.0280808 0.0600467 -0.0726287 -0.0133373 -0.000106141 -0.00429317 -0.0111952 0.000138662 0.00122407 0.0433533 -0.000931183 -0.0489061 0.0761333 -0.000571616 4.21227e-05 0.0221668 -0.0270164 0.0578873 -0.0791057 -0.000253183 0.000989593 0.00947221
internal_weight=46.1013 1.6384 0.609328 0.0891369 0.0419011 44.4629 4.37866 0.191726 0.0540819 0.137644 0.0323906 0.0103272 40.0843 2.21415 1.16735 37.8701 18.7984 0.350312 19.0718 0.141877 0.285559 18.9299 18.2958 0.240983 0.101386 0.139597 0.0656332 18.0548 13.8232 1.22497
internal_count=4034 148 129 105 51 3886 863 135 88 47 67 49 3023 58 40 2965 1119 111 1846 105 50 1741 1711 640 578 62 359 1071 1003 65
is_linear=0
shrinkage=0.1


Tree=332
num_leaves=31
num_cat=0
split_feature=20 12 5 7 16 5 5 8 16 19 5 13 16 16 5 13 21 13 13 10 10 22 0 23 21 5 22 2 19 9
split_gain=0.00175408 0.00706229 0.0505585 0.0233691 0.0156134 0.00489155 0.0571956 0.0145581 0.060819 0.0100394 0.00654295 0.0385204 0.0178317 0.00909074 0.00809511 0.00665265 0.00485887 0.0304875 0.0373854 0.0157442 0.0133552 0.0671006 0.0158496 0.0852826 0.00834768 0.00697204 0.00532263 0.0401849 0.0421079 0.0333654
threshold=38.478081868400004 82.696898122450008 16.569990495050003 23.314707969200004 21.094950670800003 19.749058312400006 21.072048321250005 8.4434108459500017 20.784951395750003 14.251149826300002 18.038339912700003 113.97180552410002 19.199955102150003 18.964955651700002 16.903404623850005 107.18613720285002 3.9632429946000003 117.60660091645001 117.70876232545002 61.622148808000013 62.030794443850006 -0.071864999999999998 86.643628628100018 0.086230000000000015 4.0847671134500008 29.748517783600004 -0.093879999999999991 137.02423825130003 14.351157895250003 217.30761232770001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 10 9 8 -8 -7 14 12 13 15 -1 -12 17 20 -19 25 21 -3 23 -22 -18 -20 -24 -28 29 -29
right_child=1 16 3 -5 -6 6 7 -9 -10 -11 11 -13 -14 -15 -16 -17 24 18 19 -21 22 -23 26 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0007351510991599015 0.084928064424118488 -0.089449688277633055 0.041866673002741821 -0.10347870268016049 -0.061835721152691606 0.042036341990482839 -0.096618156704358069 -0.0013685679984228405 0.077736105220576321 0.10013519912212257 -0.0037818734198014009 0.0045754439474954061 -0.076662710576906393 0.015436270491340798 0.011227631222631942 -0.1002978441120797 0.012203128852892667 -0.078178466205095928 -0.10017896178440298 0.080742221767943823 0.062038539090835669 0.086159937775470763 0.0012331280594910037 -0.10037108926124277 9.2730311438749967e-05 0.022464276205717771 -0.0007382303841899845 -0.087434550867679983 0.029206091103123999 0.031814547433789468
leaf_weight=3.1078928478158576 0.033676524504534622 0.03098464883933616 0.028279129680981896 0.052371962257893756 0.029836374596925452 0.056085061097405631 0.026254534046326827 1.5296510771295286 0.084070935728959739 0.06332255364395678 0.013123307709847043 0.52129879785934463 0.10192720778286457 0.045696128770941868 0.69152764684105239 0.015668082280171802 0.57913399819562883 0.10936688354900059 0.0094264925746756489 0.025986513122916222 0.053501712937304435 0.073073061419686947 3.1640269590534404 0.081713905108330209 33.112417245658037 0.0091195586783214821 2.1575608656282279 0.14879080015117541 0.058579687436576933 0.027855739510869171
leaf_count=426 30 107 19 7 22 30 210 58 27 25 16 6 24 12 50 24 21 39 33 9 22 37 268 33 2026 13 199 135 42 64
internal_value=6.52029e-08 -0.0002447 -0.0223378 -0.0550323 -0.0113739 0.00155655 0.00602693 0.00116175 0.0362444 0.0728465 -0.000192372 -0.00909337 -0.0494842 -0.0122937 0.00144218 -0.0563052 -0.000164354 -0.00279883 -0.0467279 0.0305111 -0.00163242 0.0338697 -0.00228144 -0.0361093 0.0003009 -0.0398722 -0.0014583 -0.00501722 -0.0442653 -0.0686299
internal_weight=46.0422 39.7857 0.144164 0.110487 0.0581155 6.25652 1.75938 1.63998 0.110325 0.119408 4.49713 0.697714 0.176415 0.0744875 3.79942 0.0287914 39.6415 5.94999 0.153899 0.0445326 5.79609 0.104058 5.69203 0.135216 33.6916 0.0185461 5.55681 2.39279 0.235226 0.176647
internal_count=4034 3126 78 48 41 908 350 295 237 55 558 82 76 52 476 40 3048 1001 94 55 907 144 763 55 2047 46 708 440 241 199
is_linear=0
shrinkage=0.1


Tree=333
num_leaves=31
num_cat=0
split_feature=22 2 21 23 20 9 21 9 0 23 22 22 15 21 8 21 18 5 8 6 17 9 6 8 21 22 21 4 4 9
split_gain=0.00159351 0.0105038 0.0516141 0.00576351 0.0144316 0.0144638 0.0155133 0.0120392 0.0711585 0.01406 0.0116705 0.0573068 0.0535682 0.0213195 0.0100669 0.00829413 0.00599758 0.0271679 0.0593596 0.00643431 0.00446441 0.0249772 0.0269382 0.02602 0.0176653 0.00604032 0.0070957 0.00447545 0.00419289 0.0299564
threshold=-0.037054999999999998 62.922191810850009 3.9632429946000003 0.096315000000000026 36.893814626400008 190.49354742400001 0.17201659740000003 199.89081775665002 97.991610396700011 0.13041500000000003 -1.0000000180025095e-35 -0.016334999999999999 42.841315546000011 2.8525683144000005 8.4434108459500017 5.0536544109500001 15.343833331950004 21.876867948900003 7.943800736700001 15.365359009150003 205.10400128480003 220.36679399970004 15.975373262050001 8.543332867800002 10.959760372700002 -0.167075 1.2199730554000003 288.78964636655002 240.69197607740003 192.98754432855
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 -2 4 5 6 -3 15 9 14 11 12 -6 -13 -9 -5 17 18 -12 -20 28 22 24 -24 25 26 -22 -26 -1 -30
right_child=1 3 -4 7 10 -7 -8 8 -10 -11 16 13 -14 -15 -16 -17 -18 -19 19 -21 21 -23 23 -25 27 -27 -28 -29 29 -31
leaf_value=0.00070269433022688557 -0.042672872161817504 -0.10102989660945297 0.096066083388426093 0.0071364276521870386 0.082590854365070895 0.0563849836026733 0.10005482895229592 0.077310199438387739 -0.0041294450192972841 0.099363721327749899 -0.0069140345960835396 -0.0090257460269633355 -0.080812301205779813 -0.094853906907598082 0.022474503572098143 -0.0011437568638819841 0.00076171086121323904 0.0016003833383233549 -0.10087161777853543 -0.056434387507639273 0.087912942602513311 0.0021357491584132818 -0.055740727932398065 0.074403440325381501 -0.051549570472800413 -0.09382765897630059 -0.10007320484950191 0.094116656249291594 -0.04520270684594721 -0.0011219829574510968
leaf_weight=18.718239275831717 0.049859585532325279 0.013075269201498041 0.058015516180603299 1.7060099895516243 0.068246586703835987 0.07739732701804769 0.0054298381549386923 0.057143203812301979 0.55883615841889878 0.073360577778657898 0.48653506163382187 0.042961801522322207 0.028416085207481956 0.088681499919402995 0.080842222292403676 4.1586409039836409 5.5940727219081321 1.5659017445914853 0.077362312717241366 0.05629540364316199 0.0041410835807766944 0.54450779177284581 0.030164896509631944 0.031305629985581618 0.0029683930357577992 0.087171636398759023 0.0038979026919250259 0.0072870421702466714 0.15625605916361607 11.531877664607434
leaf_count=1279 41 66 14 46 141 30 11 15 51 11 81 21 14 41 33 86 232 181 81 19 15 124 33 23 22 169 72 45 568 469
internal_value=-1.74645e-06 0.000850662 0.0319413 0.000623112 -0.0011661 0.0373957 -0.0420269 0.00280861 0.0145632 0.06399 -0.00162788 -0.0239125 0.034555 -0.0668439 0.0451833 0.00126492 -0.000973947 -0.00541538 -0.0231292 -0.0821551 -0.000408452 -0.00823895 -0.0420788 0.0105389 -0.0727468 -0.0861787 -0.00323682 0.0519542 -0.000225235 -0.00171129
internal_weight=45.9649 14.8471 0.107875 14.7392 8.10438 0.0959024 0.0185051 6.63483 0.770182 0.211346 8.00847 0.228306 0.0966627 0.131643 0.137985 5.86465 7.78017 2.18609 0.620193 0.133658 31.1178 0.711444 0.166937 0.0614705 0.105466 0.0952106 0.00803899 0.0102554 30.4064 11.6881
internal_count=4034 1215 55 1160 918 107 77 242 110 59 811 217 155 62 48 132 594 362 181 100 2819 503 379 56 323 256 87 67 2316 1037
is_linear=0
shrinkage=0.1


Tree=334
num_leaves=31
num_cat=0
split_feature=18 10 23 16 2 7 20 18 10 16 18 7 21 15 9 14 14 9 13 20 3 6 6 3 13 12 5 8 20 20
split_gain=0.00169902 0.0231077 0.0605467 0.021784 0.0158453 0.0351364 0.0237002 0.0181758 0.0191141 0.0165078 0.00861151 0.0172782 0.00804659 0.0705273 0.0375913 0.027773 0.046795 0.0223555 0.00699742 0.00549345 0.00529462 0.0196162 0.00863174 0.0402235 0.0613803 0.0306528 0.00825316 0.0486535 0.00783712 0.00504845
threshold=13.893471991850001 62.165217350350012 0.099465000000000012 22.624947093000003 204.67136036115002 24.909276771700004 41.571132012400007 14.773181214800003 67.300172379550006 15.484963789400002 14.908142003500002 25.748884604400001 8.8898213993500015 30.243446395250004 202.86075815500001 164.30896597920002 287.36199315565005 196.64273721640004 98.618021141100016 43.384297312450009 92.598563387050021 16.285380505300001 16.375382608200002 93.090551224900011 117.38883580790001 121.36065266065002 20.769304081650002 8.4434108459500017 41.674196414850009 42.940640897800002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 3 -2 12 -6 10 -8 -9 -10 -7 -12 -3 14 17 -16 -17 19 -13 -14 21 26 23 -22 25 -25 28 -28 -1 -24
right_child=1 4 -4 -5 5 6 7 8 9 -11 11 18 13 -15 15 16 -18 -19 -20 -21 22 -23 29 24 -26 -27 27 -29 -30 -31
leaf_value=0.012535465812735062 -0.10292853456596199 -0.00027939673517499782 0.070131596672450378 0.0027670709683010192 0.088090277764044322 0.10011852586468356 -0.10083949343882555 0.10005710398067094 0.064144004100054705 -0.1001892349070251 -0.10015421131107785 -0.063897394805959032 -0.10024041317237126 -0.093292053730947677 0.00035724631692520665 -0.088826326022478502 0.062380551100250183 0.069003254092510694 0.065090765507756956 0.048673757111578869 -0.0016018917342497021 0.018547571954282371 0.00074444296457456659 -0.10061810338457569 -0.10241803001802328 0.083706646261579962 0.0057991319651160495 -0.051953874356869427 0.00067940618384864976 -0.0050529137024054697
leaf_weight=0.68327944350056968 0.083001397153288248 17.340069113919714 0.036939150730177062 0.025487205159151927 0.064832265084862839 0.018229067485663109 0.029864210824975146 0.013336575910216197 0.0091410746110125451 0.018451839082729293 0.0096651595026173709 0.0047960124977732823 0.010760586130240113 0.091259718998117023 0.50122480649770296 0.08894291447570879 0.026584604657443833 0.10061092569492303 0.034169321783338091 0.0032181416725349807 1.0500275482772892 0.73148509819293384 19.33514206637722 0.012152448134917893 0.098826799174617008 0.0350234704259762 0.59254998986883567 0.1935054671484977 3.0297138276969235 1.6286205886950842
leaf_count=55 62 1266 17 25 140 13 11 16 214 90 48 147 52 79 4 84 27 35 66 78 15 56 813 79 50 53 61 27 77 274
internal_value=-2.02836e-06 -0.000742106 -0.0404468 -0.0780975 -0.000427698 0.0273916 -0.0011964 -0.0415207 0.00176129 -0.0457484 0.0415007 0.0195278 -0.00073784 -0.0104016 -5.82143e-05 -0.00983061 -0.0540314 0.0525394 0.0492144 -0.0659578 0.000498122 0.00335985 -0.000177353 -0.0084402 -0.0576202 0.0362249 0.000890533 -0.00841809 0.0028612 0.000294061
internal_weight=45.9009 18.5106 0.145428 0.108489 18.3652 0.202486 0.137653 0.0707937 0.0409295 0.0275929 0.0668596 0.0486305 18.1627 0.822602 0.731342 0.616752 0.115528 0.11459 0.0389653 0.0139787 27.3903 5.23053 22.1598 1.19603 0.146003 0.0471759 4.49905 0.786055 3.71299 20.9638
internal_count=4034 2474 104 87 2370 745 605 331 320 304 274 261 1625 359 280 115 111 165 213 130 1560 276 1284 197 182 132 220 88 132 1087
is_linear=0
shrinkage=0.1


Tree=335
num_leaves=31
num_cat=0
split_feature=21 18 22 20 20 16 21 18 16 20 3 21 3 8 18 16 21 15 20 21 6 19 20 6 19 20 22 22 12 23
split_gain=0.00168643 0.0179581 0.0540712 0.0285449 0.0119097 0.0491847 0.0564333 0.0344272 0.0252174 0.0137801 0.00840918 0.00816151 0.0114404 0.00615867 0.00843937 0.0120379 0.00894431 0.00603969 0.00575204 0.00494042 0.0708869 0.0145113 0.00807803 0.0364261 0.0260258 0.0257888 0.00438716 0.0297036 0.0239068 0.0532789
threshold=4.3657573166500008 12.885811969150001 -0.044409999999999998 43.426640904350009 42.283941020600004 22.544947280100004 3.4316303497500003 14.85568425095 22.654947022900004 42.536568606950006 108.40938565220002 4.8542393434000006 83.326071295150015 8.543332867800002 13.431026577400003 22.564947233300003 10.109275982950003 22.820574949650005 40.80591513400001 15.309137451250002 16.485385178400005 14.351157895250003 39.110279783550006 14.845346859150002 10.550851274900003 37.903039192800001 -0.037054999999999998 1.0000000180025095e-35 169.43370145865001 0.08729000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 26 6 7 -6 -7 -9 17 12 -3 19 16 18 -15 -5 -16 22 21 -21 23 24 -13 -25 -1 28 29 -28
right_child=1 11 -4 10 5 8 -8 9 -10 -11 -12 13 -14 14 15 -17 -18 -19 -20 20 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.0013726879125669049 -0.095993652111078853 0.0017096418348558824 0.083932792639067388 -0.053732968086007638 0.09514687337159701 -0.0945938605060095 -0.10131579808626241 0.046716548178082157 -0.0067105779063035796 -0.1002214850812304 -0.10017916231960491 0.082707518774145602 0.017364024528712909 -0.0043221516081037963 0.0097106282320826437 0.019412550939953543 0.0044086862695733855 0.082162348386121756 -0.0042063355916967743 -0.0024328409497010248 -0.096144629064746023 0.048403067904202811 -0.00060739565669646646 0.099746552935928393 -0.10022733510943851 0.0056597579029679891 -0.075167689380937847 0.00061427425593498809 0.086089355845304527 0.079905601104745094
leaf_weight=12.31055398154523 0.083928340729812589 1.5388677677737939 0.029716318037162348 0.0041161731068726217 0.071862594937471935 0.089209295841783387 0.028128473501922713 0.010977624580164047 0.051498753136002051 0.015246980739618721 0.0042799578163794641 0.010200007098997044 0.67014295568509386 2.0929857707955071 0.57628830746398285 0.65605905478128068 2.6705166605977411 0.015917151588382694 0.61276610617096594 0.52531649614714027 0.082190537329353219 0.062872552299268136 19.850846861676992 0.056177699453201058 0.032738062012398927 0.060512285919685382 0.040654119903813846 3.4438699729351452 0.074379727086899994 0.048690725828578252
leaf_count=984 57 51 129 74 102 67 102 23 21 150 54 21 43 42 33 37 38 27 53 168 19 26 1091 20 123 21 19 353 64 22
internal_value=-4.32792e-06 0.000443997 -0.0355511 -0.0683539 -0.000825255 -0.0217734 0.0235502 0.059358 -0.0624288 -0.0387132 0.0270574 0.000612339 0.00645868 0.000139093 0.0027966 0.00853845 0.000572534 0.0542404 0.00253867 -0.00071012 -0.00915446 0.0030011 -0.000427223 0.0219785 -0.0567709 0.0509557 -0.000473986 0.00259274 0.0442089 0.00934341
internal_weight=45.8215 29.6364 0.137958 0.108242 16.1851 0.266924 0.126216 0.0980872 0.140708 0.0262246 0.0243133 29.4985 2.20901 27.2895 6.60862 1.84511 4.7635 0.0200333 1.18905 20.6809 0.67038 0.588189 20.0105 0.159628 0.0429381 0.11669 15.9181 3.60759 0.163725 0.0893448
internal_count=4034 2127 341 212 1907 465 377 275 88 173 155 1786 94 1692 203 123 80 101 86 1489 213 194 1276 185 144 41 1442 458 105 41
is_linear=0
shrinkage=0.1


Tree=336
num_leaves=31
num_cat=0
split_feature=20 17 17 18 20 2 20 6 7 23 6 0 3 20 20 19 20 20 5 18 17 5 21 14 16 5 23 23 18 4
split_gain=0.00149346 0.024183 0.0781456 0.019461 0.00914035 0.00591161 0.00427372 0.00367177 0.00553482 0.00341967 0.00298007 0.00208799 0.00294242 0.00198982 0.00767569 0.00303363 0.00275577 0.00492629 0.00276927 0.0445497 0.021412 0.00518166 0.0102148 0.00591078 0.0260596 0.0140523 0.00857709 0.0180368 0.0181805 0.0112632
threshold=43.631818398850008 191.08747234645003 193.82841840970002 12.867440043550003 47.927946529500012 319.18044405035005 49.122847560300009 16.505385645700006 18.858409226550005 0.086555000000000021 12.435290548550002 71.131225215400022 112.77544165605001 43.047778594550003 43.182896969600009 14.651182102100002 42.824128352900011 42.719328117250008 23.730745871350006 13.405476405600002 199.03437346465003 22.938948824900006 1.4144203964000002 300.01056687215004 22.634947069650003 21.955793948900006 0.08481000000000001 0.11148000000000002 17.788349580800006 393.0596793342001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 3 9 5 -5 7 -6 -2 11 -3 -8 12 -9 15 -15 16 17 18 21 -20 -21 23 -23 -1 25 26 29 28 -28 -25
right_child=1 2 -4 4 6 -7 10 8 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 19 20 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00019486824635440544 0.086218613859615323 0.060284063402937876 -0.00024693584266954975 -0.1003602211213131 0.068096910983777223 -0.10004904502091064 -0.10010962539285564 -0.10011198454845516 -0.10015185350409705 0.098742377194164593 0.091356211971191523 0.086197779022238796 0.082336734015226565 -0.012651800463558675 -0.0001600315475508758 0.0069757210071779811 0.0064383672984533284 -0.0093242579625538672 -0.00028084119346529439 -0.089564798017369551 -0.012271312167559223 -0.0012127819706509745 0.015144086874223139 0.075691757397693848 0.091890221384486104 0.058762708409118403 -0.10029323423364365 0.0030413828593293208 0.041936393286085297 -0.10005404897084341
leaf_weight=33.385494394291385 0.0099853237996908595 0.033145589572027734 1.5605431637495026 0.047534925311484511 0.0051481493167520043 0.0034238487833135869 0.0040237999995600404 0.0018436740807672436 0.0035799289356077688 0.076446099403000289 0.0010187209991272539 0.005391034928834415 0.0016980787995635183 0.60600299394385837 2.6122544326964832 0.62645509114309916 0.64660779853731654 0.57590833552899212 3.1766808703597742 0.084199223937140633 0.062402803955507125 0.87823930168167297 0.67541110626052614 0.02677248998153392 0.036117906129220501 0.044545340083686824 0.033676182929639253 0.51886979537709266 0.012258724186159364 0.0042216446233127583
leaf_count=1516 78 47 227 349 32 37 111 36 29 13 2 13 5 101 127 69 95 40 390 60 37 30 60 54 35 31 139 27 103 141
internal_value=-4.30612e-06 0.00285739 0.00548535 -0.0496133 -0.0819359 0.0223659 0.00400547 0.0409956 0.00490694 0.0871108 -0.0614285 0.0470106 -0.0126377 -0.000118354 -0.00251225 7.05305e-05 -3.71797e-05 -0.000143143 -7.3543e-06 -0.0027681 -0.056664 0.000250251 0.00589796 -7.3556e-06 0.00924697 0.00458557 0.000534978 -0.0022757 -0.0623362 0.0517538
internal_weight=45.7599 1.75378 1.67013 0.0836475 0.0577256 0.0259219 0.0101907 0.022498 0.0125127 0.109592 0.00504252 0.00893279 0.00354175 44.0061 3.21826 40.7879 40.1614 39.5148 38.9389 3.32328 0.146602 35.6156 1.55365 34.062 0.676462 0.640344 0.595799 0.564805 0.0459349 0.0309941
internal_count=4034 979 287 692 494 198 145 161 83 60 113 54 41 3055 228 2827 2758 2663 2623 487 97 2136 90 2046 530 495 464 269 242 195
is_linear=0
shrinkage=0.1


Tree=337
num_leaves=31
num_cat=0
split_feature=21 20 16 21 18 16 20 21 18 22 20 3 17 0 8 17 3 16 20 21 13 0 13 9 10 18 22 15 6 21
split_gain=0.00144578 0.0102251 0.0426122 0.049996 0.0303565 0.0233181 0.012157 0.0070219 0.0259667 0.0312075 0.0242991 0.0227603 0.113227 0.00742021 0.00448053 0.0065522 0.0176381 0.0514956 0.0574812 0.00686655 0.00407386 0.0307517 0.013017 0.0241854 0.00805446 0.00819165 0.00639193 0.0310136 0.0202565 0.00630244
threshold=4.3657573166500008 42.283941020600004 22.544947280100004 3.4316303497500003 14.85568425095 22.654947022900004 42.536568606950006 5.0168062700000009 12.885811969150001 -0.018034999999999999 43.426640904350009 83.326071295150015 191.86029796145002 82.250688042950017 8.543332867800002 193.70011821090003 93.023339771650015 22.544947280100004 40.80591513400001 10.109275982950003 117.38883580790001 87.638358136350021 117.35926276845002 197.55459634620004 62.095317438950012 13.327513832500001 -0.10423499999999999 30.243446395250004 14.605341251450001 5.7587983756000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -6 11 9 10 -9 -2 -13 -12 20 19 17 18 -17 -16 21 22 23 -10 29 -26 27 28 -23 -22
right_child=7 2 5 -5 6 -7 -8 8 14 -11 13 12 -14 -15 15 16 -18 -19 -20 -21 24 26 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00045131135033499124 0.00027842488428083577 0.094062345209828646 -0.09290685078997285 -0.10120855607255458 0.042687794784981553 -0.0066212592235845623 -0.10020493625927557 -0.094860359501627425 -0.077209968249643171 0.082761670588416547 -0.021271996943697469 0.094873685225161777 -0.00031080586843412311 0.099713333657308847 -0.0036667309938417042 0.06802003215477502 0.0031752232544796921 0.088433945969773942 -0.060995770971907663 0.0037073419677104476 -0.0083101047838134694 -0.027167367016674396 0.097948445468234502 0.10032274716104748 -0.00099837271422212564 -0.018088019922636433 0.00068035392376530109 -0.084318090583651861 0.07917649906593402 -0.00015392846457944258
leaf_weight=15.905756663905034 2.5346986598554326 0.065321399106466838 0.081243278776227612 0.025041416469221645 0.010655841288553347 0.05096811299199544 0.013493421928114202 0.076984475157786392 0.014976672702068039 0.015790762847859408 0.013045630378542228 0.15935988708730509 0.57918561907661115 0.0082911500215061551 2.1051044382526234 0.060469772433861979 1.0745034811728826 0.09901292365975678 0.080513665416219737 3.1558150026278327 1.0648021364941076 0.04144088529741452 0.045661655647563748 0.015736387926153839 0.53287566133440012 0.59217895010579014 8.6315381019701025 0.048583069649289712 0.031547405291348696 8.5930757929613701
leaf_count=1442 74 102 67 102 23 21 150 59 46 100 151 50 36 9 45 25 30 16 34 49 25 431 9 3 40 25 634 48 8 180
internal_value=-3.80818e-06 -0.000764671 -0.0209663 0.0236887 0.0586455 -0.0596433 -0.0371536 0.000411737 -0.000131837 -0.0477309 -0.0686885 0.00477959 0.0202277 0.0257411 7.55732e-05 0.00233459 0.00864972 0.0331599 -0.00565908 0.00075668 -0.000681802 0.000910914 0.06409 0.0137521 -0.00198598 -0.00999361 0.000359648 -0.0224104 0.0187972 -0.00105316
internal_weight=45.7277 16.1525 0.246723 0.114512 0.0894707 0.132211 0.0241493 29.5752 26.3019 0.114112 0.0983213 3.27324 0.738546 0.0213368 26.1878 6.57542 1.3145 0.239996 0.140983 5.26092 19.6124 8.82948 0.0763747 0.0307131 10.7829 1.12505 8.75311 0.121571 0.0729883 9.65788
internal_count=4034 1907 465 377 275 88 173 2127 1967 319 219 160 86 160 1648 199 105 75 59 94 1449 1179 58 49 270 65 1121 487 439 205
is_linear=0
shrinkage=0.1


Tree=338
num_leaves=31
num_cat=0
split_feature=18 10 23 16 2 7 21 16 12 5 20 22 21 15 9 13 15 20 5 5 21 20 18 20 21 21 22 5 23 21
split_gain=0.00138596 0.0223434 0.0499596 0.0193939 0.0122989 0.028833 0.0133655 0.013505 0.023944 0.0146044 0.00994204 0.00989114 0.00827716 0.0586704 0.0354079 0.0215278 0.00666354 0.00566695 0.00532384 0.0090256 0.00498878 0.00429666 0.0163108 0.0320752 0.0140242 0.00573372 0.0250871 0.0537398 0.0608932 0.069415
threshold=13.893471991850001 62.165217350350012 0.099465000000000012 22.624947093000003 200.74412770730004 24.909276771700004 1.2199730554000003 15.484963789400002 327.59572666555005 22.53967987815 41.092444989200011 -0.078504999999999991 8.8898213993500015 30.243446395250004 202.86075815500001 103.93041440690001 14.882823222300003 43.384297312450009 20.769304081650002 20.374719724350005 2.6684450811500002 39.952536079750011 13.376114027300002 38.478081868400004 1.4744127452000002 4.6887961308500001 -0.08854999999999999 22.53967987815 0.084360000000000018 2.0523604381000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 3 -2 12 20 11 10 -9 18 16 -7 -3 14 15 17 -8 -14 19 -10 -6 22 -1 24 -24 26 -23 28 29 -28
right_child=1 4 -4 -5 5 6 7 8 9 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 25 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0019511124746536411 -0.10260180246914037 -0.00019006833644587346 0.065796564101269744 -0.00018796873751518589 0.011060686950846544 -0.080683376135194856 0.088163257996565214 -0.093459824258254443 -0.078867611358708289 -0.082806329585365046 0.080173569785152596 0.079798784143690626 -0.10027507274320413 -0.09212187720588505 -0.010857289449107549 0.069810858588538915 -0.10018007159654779 0.056344794178487936 0.09356386487623844 0.10008747924134903 0.097538589203188766 -0.0010549124855647859 0.032041488003527241 -0.014318273733230441 0.098697811519287151 0.00066249121175667911 0.10026574506127635 0.026529214559254739 -0.092460902302474571 -0.1016149010644528
leaf_weight=3.2524111119137591 0.074281675743111175 17.310502568865292 0.032503876262126141 0.024618658440886065 0.0077513074594434119 0.0044708713149539383 0.0026447892916019455 0.039260427304554923 0.0060862328336455107 0.010395205448730849 0.02016975686995881 0.02724083135001365 0.010484828032878091 0.079515238339809002 0.59873988874744555 0.090731540994966053 0.0064831497456596665 0.0029631329784156621 0.016011811298085377 0.0052488488145172596 0.04785934611851772 3.5910728043473772 0.068429783018650769 0.093784338239856879 0.058589370109376482 19.848148411371952 0.042460994329306057 0.11419946151657001 0.15617024474340724 0.028439655520969609
leaf_count=322 62 1232 17 25 19 68 43 108 41 8 240 72 57 79 112 29 43 71 21 2 125 166 29 29 22 788 54 116 28 6
internal_value=-1.66382e-06 -0.00067177 -0.0417598 -0.0771085 -0.000376518 0.0246929 0.000197341 -0.0167998 -0.0387857 0.0180879 0.0409852 0.0571732 -0.0006448 -0.0107052 -0.00149527 0.0523101 -0.0456082 -0.0657653 0.0564402 0.00399974 0.0854848 0.000451192 0.00373666 0.0300376 0.0627877 -2.8661e-05 -0.00351719 -0.0294269 -0.0575686 0.0192874
internal_weight=45.6717 18.418 0.131404 0.0989003 18.2866 0.193623 0.138012 0.1063 0.0770025 0.0377421 0.0292977 0.0317117 18.0929 0.782435 0.702919 0.10418 0.00912794 0.013448 0.0273469 0.0113351 0.0556107 27.2537 3.47321 0.220803 0.127019 23.7805 3.93234 0.34127 0.227071 0.0709006
internal_count=4034 2474 104 87 2370 790 646 506 180 72 326 140 1580 348 269 157 86 128 64 43 144 1560 402 80 51 1158 370 204 88 60
is_linear=0
shrinkage=0.1


Tree=339
num_leaves=31
num_cat=0
split_feature=15 21 20 7 22 13 13 20 5 20 20 13 22 16 15 21 20 9 20 2 7 0 22 7 16 20 3 12 3 9
split_gain=0.00138324 0.0032176 0.0209174 0.00964587 0.00235845 0.0198743 0.0148752 0.0263661 0.0242762 0.011438 0.0105429 0.00696922 0.00244228 0.0383518 0.0308507 0.00771565 0.00793144 0.00758667 0.00577741 0.0025463 0.0033377 0.00238328 0.00336832 0.00214571 0.00199317 0.00685612 0.0131738 0.0158245 0.00850661 0.0277375
threshold=46.435439118750004 15.285239689500001 43.182896969600009 23.626037400350004 -0.50001499999999999 117.38883580790001 104.08096806215002 39.792680591700012 14.285627908 41.066313126200008 42.558389508100007 95.986020631400024 -0.16080999999999998 22.644947046300004 34.139075990150012 5.2345280387500006 48.226196960950006 197.55459634620004 47.927946529500012 253.13454704850002 18.276616214250001 97.39208423365001 -0.5775499999999999 22.907491544400003 22.624947093000003 41.872294782850005 93.337889372900023 182.87454670205003 92.598563387050021 206.36238950785003
decision_type=2 2 2 2 2 2 2 2 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 23 5 6 8 -8 11 -9 -11 -1 13 14 15 16 -6 18 -17 -20 -21 22 -12 -2 -14 26 27 -26 -27 -30
right_child=1 -3 -4 -5 12 -7 7 9 -10 10 21 -13 24 -15 -16 17 -18 -19 19 20 -22 -23 -24 -25 25 28 -28 -29 29 -31
leaf_value=-0.10015279852971906 -0.05699076408346531 0.00052691787707990622 -0.00071360485400155714 -0.01919859007482852 -0.10032686060066945 -0.10108093398607179 -0.047993798210890122 0.097148261028112082 -0.1004212050889936 -0.1002794321967774 0.077567491574605435 0.071352782106147011 -0.000308409449647782 -0.073922128796686845 0.089760639828617109 -0.093505792905820756 0.10001285227224013 0.083553456073659604 0.049360957716891668 0.069620048028925893 -0.079585535789707632 0.10007117889507987 -0.10010648219087584 -0.10078753025983794 0.0029964867121531047 0.00013490040691490295 0.00061697663255539574 0.022685170935608193 -0.052858312979469024 -0.0025070296746609283
leaf_weight=0.0027832941317303952 0.018126369764671746 1.024275579380628 0.50396904819135102 0.044569048505181286 0.014109047602801073 0.02165254111696413 0.030626841466528276 0.039161316200988949 0.028826134885555632 0.0065679563185767611 0.0025832828177954062 0.015930708166706609 31.85429497606917 0.037929894548142329 0.061648875402170233 0.0073283103942189945 0.0022980035355431019 0.010158764291148259 0.0088757853820702337 0.0022079124973970457 0.0046711907568361966 0.0063053008634597063 0.001817848869904993 0.029216878445282646 1.1172443558461944 1.5945771896513172 7.8318632876216725 0.64325677159649775 0.13998963927508601 0.50080752076877388
leaf_count=139 31 19 29 43 228 27 38 14 51 18 6 43 2587 18 32 143 9 33 27 7 49 3 61 26 18 24 161 56 76 18
internal_value=-2.58055e-06 -0.00287214 -0.00871487 -0.052587 0.000103112 -0.0121606 0.0021433 0.0267084 -0.042844 0.0672482 -0.000535575 0.0458451 0.000146831 0.012918 0.0425128 -0.0161545 -0.0722669 0.0115406 -0.0201517 0.0139686 -0.0316966 0.0606532 0.00418081 -0.084019 0.000103202 0.00121175 0.002374 0.0101904 -0.00377567 -0.0135069
internal_weight=45.6077 1.62016 0.595881 0.0919123 43.9875 0.156255 0.134603 0.0870625 0.0475401 0.0564357 0.0172744 0.018714 43.8313 0.149228 0.111298 0.049649 0.0164071 0.033242 0.0230832 0.0157549 0.0068791 0.0107064 0.00440113 0.0473432 43.682 11.8277 9.59236 1.7605 2.23537 0.640797
internal_count=4034 148 129 100 3886 400 373 140 233 102 88 182 3486 546 528 496 237 259 226 83 56 70 67 57 2940 353 235 74 118 94
is_linear=0
shrinkage=0.1


Tree=340
num_leaves=31
num_cat=0
split_feature=6 20 22 20 18 3 15 18 23 9 7 9 20 23 0 20 20 21 6 7 6 20 14 13 8 6 17 23 16 6
split_gain=0.00150992 0.00877825 0.0132521 0.0894038 0.0253244 0.0194007 0.00753879 0.00954645 0.00543436 0.0368132 0.0156518 0.00647531 0.005357 0.00604482 0.00513436 0.038612 0.0333386 0.0149142 0.00815536 0.0040054 0.0173055 0.0380358 0.0193328 0.012776 0.00819958 0.00759427 0.0163385 0.0118567 0.0105498 0.0109572
threshold=16.465384711100004 40.563919884450009 -0.059424999999999999 41.289992964000007 13.065205089100003 93.663192806700025 36.548474543700003 13.077716774800001 0.081155000000000019 194.56033515110002 22.105125139000005 184.36538191430003 41.035283712600005 0.10010000000000002 85.791387400750025 40.413896136950008 42.456897412850005 19.388281352400003 15.51536251395 23.109894804950002 15.785368822600002 35.419594101850009 171.16849715720005 117.57433941890001 8.1436447804000007 14.745344522600002 188.64489188380003 -0.24800999999999998 22.654947022900004 16.445384243750002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 8 6 -4 5 -5 7 -3 9 10 11 -2 -8 -14 15 -1 -17 18 -18 20 21 -16 -23 -22 -24 27 -27 -21 29 -28
right_child=1 2 3 4 -6 -7 12 -9 -10 -11 -12 -13 13 -15 19 16 17 -19 -20 25 23 22 24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.10104588891490381 -0.10017951848717765 -0.0012134787349319758 -0.00330192482343853 0.10041252300084301 -0.097828140188868998 -0.072322283757317959 -0.0087252009299609318 -0.017335286377542634 0.0013173310454311724 0.0024825886577196053 0.1002821011987529 0.055173011383905568 -0.00044142779235316251 0.0066934095387525192 0.044573722358276779 0.078331028538823386 0.052647629870818557 0.10007616461434346 -0.098922685017830136 -0.10016476608672838 0.0022005600513024374 0.0052027437525693169 -0.0083724664647065652 -0.014043432681256985 -0.10136912302703981 0.0183419546988071 -0.00011602764188221699 -0.00044528671338709937 0.014383864878702716 0.014074592371592871
leaf_weight=0.022056307397181452 0.0059803729600095279 1.026236246003349 1.6454400996339007 0.01237246673554171 0.13788202737396205 0.013704123692200199 0.55153337842057215 0.5720251223624756 4.6595423108735758 0.53273154659109423 0.058640389237552881 0.0048661632463335991 4.1805579623694911 1.6585424382833478 0.043124375408317817 0.07993036067699677 0.0042305930244239667 0.0060097144450992337 0.022062642587627579 0.011931435601190254 2.2046653760749 0.028797313005497926 0.010862416517536388 0.62044269932084706 0.074554992141202092 0.64600876126951234 7.5683485222573346 17.955325355083886 0.62512135197175744 0.58627006489405165
leaf_count=40 124 126 48 1 60 138 23 98 183 17 8 5 105 27 22 34 75 3 82 118 100 18 215 21 11 29 428 1813 51 11
internal_value=-2.59511e-06 -0.000821899 -0.00259112 -0.0103187 -0.0807369 0.00963458 -0.000840903 -0.00698355 0.00247268 0.011412 0.0798704 -0.0304825 0.000695338 0.00158516 0.000401825 0.0199121 0.043683 -0.0420499 -0.074535 0.00031557 -0.00316456 -0.0354424 -0.0656544 -0.0013669 -0.0895429 0.000694474 0.0029933 -0.000511507 0.00186395 0.000904196
internal_weight=45.5698 15.0601 9.79829 1.8094 0.163959 0.0260766 7.9889 1.59826 5.26176 0.602218 0.0694869 0.0108465 6.39063 5.8391 30.5097 0.13429 0.112233 0.032303 0.0262932 30.3755 2.98245 0.157339 0.114215 2.82511 0.0854174 27.393 9.42575 17.9673 8.77974 8.15462
internal_count=4034 963 626 247 199 139 379 224 337 154 137 129 155 132 3071 234 194 160 157 2837 387 266 244 121 226 2450 519 1931 490 439
is_linear=0
shrinkage=0.1


Tree=341
num_leaves=31
num_cat=0
split_feature=6 20 22 7 21 2 6 21 9 23 23 16 20 12 6 6 3 21 7 13 23 6 5 15 15 21 20 8 16 23
split_gain=0.00140503 0.00645113 0.0123188 0.0373483 0.0394835 0.0104289 0.0415605 0.0104004 0.00945125 0.0190741 0.00781402 0.00617998 0.0255892 0.0627507 0.00524159 0.00487558 0.00782872 0.0517782 0.0627012 0.0138216 0.00569077 0.0050602 0.0239475 0.0385637 0.0690032 0.0403048 0.0135019 0.0112571 0.029527 0.00495032
threshold=16.455384477450004 40.563919884450009 -0.059424999999999999 22.996658327800002 4.8799967471500016 216.11743889730002 16.535386346650004 2.9212203061500004 187.11236276785004 0.082205000000000014 0.10507500000000002 22.654947022900004 42.456897412850005 182.87454670205003 16.505385645700006 16.425383776450001 93.216908757050007 12.510904521150001 22.516377366000004 117.48293184245001 0.09450500000000002 16.235379337050002 21.043187000650004 39.15620581320001 42.246988155050012 6.2631776902500009 41.436838994450007 8.4434108459500017 20.784951395750003 0.088075000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 5 4 -4 7 14 -3 9 -6 -5 15 13 -13 -7 16 21 18 19 -18 -17 22 -1 27 25 -25 -23 28 -24 -26
right_child=1 2 3 10 8 6 -8 -9 -10 -11 -12 12 -14 -15 -16 20 17 -19 -20 -21 -22 26 23 24 29 -27 -28 -29 -30 -31
leaf_value=7.4246326185078847e-06 0.0021197269523111012 -0.01409110010822168 0.039305881955743804 -0.014541275487396041 0.09015203505191631 0.087846851065185971 0.00052086718363980849 -0.00056632064052132059 -0.10159324716592165 -0.10109505908141399 -0.00031528714181842298 -0.027988063709329658 -0.0011928678685903145 0.092595187376366933 0.038891618648370166 0.0011170766993093349 -0.048315068970893577 -0.00052267254982523738 -0.097385732409974668 0.10029867955738825 0.0094480944068144977 -0.00036862081500956055 -0.10137019783666955 0.083090448030234645 -0.05152515918875411 -0.012608630595045231 0.016564480824373822 -0.1019370884191492 0.10004659736887654 -0.10101586808066421
leaf_weight=20.576088970232416 5.2608215290561047 0.61319145398328867 0.031872032842255815 0.60587761587785838 0.0084008573095104566 0.065562831690372358 0.50938554795165203 7.8145242504999715 0.088649820486295994 0.013751634321693018 1.0644568790717128 0.073832240072078004 0.54602487918077713 0.10387093263852876 0.032818663254147395 3.1046998745765739 0.0085365834374461214 1.0802726060280106 0.1168699872984007 0.023446333128958941 1.1141691069587976 1.6370900570327642 0.020484240801670661 0.078190786134655355 0.034163059663114836 0.10067040528883808 0.66103394754463796 0.06780711376813997 0.011289551097434014 0.049488222335639875
leaf_count=2284 339 82 61 34 76 46 41 194 43 18 21 14 24 53 43 116 128 43 54 3 16 48 83 28 28 17 54 9 9 25
internal_value=-3.27685e-06 -0.000753946 -0.00214749 -0.00967021 -0.0587795 -0.000638028 0.0120131 -0.00155037 -0.0869936 -0.0285687 -0.00547546 0.00040793 0.00953423 0.0424952 0.0715161 0.000177666 -0.000363728 -0.00814149 -0.0634336 0.0606321 0.00331723 4.76908e-05 -0.000441206 -0.0259348 -0.005835 0.0292271 0.00450203 -0.0789215 -0.0298048 -0.0808039
internal_weight=45.5173 16.1093 10.8485 1.81301 0.142674 9.03548 0.607767 8.42772 0.110802 0.0221525 1.67033 29.408 0.723728 0.177703 0.0983815 28.6843 24.4654 1.22913 0.148853 0.0319829 4.21887 23.2363 20.9382 0.362093 0.262512 0.178861 2.29812 0.0995809 0.0317738 0.0836513
internal_count=4034 998 659 253 198 406 130 276 137 94 55 3036 91 67 89 2945 2813 228 185 131 132 2585 2483 199 98 45 102 101 92 53
is_linear=0
shrinkage=0.1


Tree=342
num_leaves=31
num_cat=0
split_feature=4 9 23 2 9 7 19 16 15 18 22 14 18 15 7 22 15 22 23 20 9 23 23 19 20 23 7 7 12 19
split_gain=0.00139055 0.00796107 0.0353143 0.0285273 0.0314006 0.00920065 0.00703066 0.00683362 0.00512966 0.0359415 0.0226629 0.00768188 0.0134241 0.00695435 0.00548036 0.00448975 0.00827011 0.0243939 0.0338508 0.0113145 0.00617535 0.00434492 0.00665091 0.00717231 0.00494492 0.00418431 0.00406133 0.00393572 0.00383836 0.00382325
threshold=244.52697497700004 192.31210988165003 -0.11789499999999999 182.48209946165005 189.78071820640002 22.545611589100002 14.351157895250003 22.764946765650006 25.621990087700002 16.869810935650005 -0.14259499999999997 264.30638260435006 15.625782642300001 26.583493790300004 25.848736900700004 -0.02903 35.965617804200001 -0.061874999999999999 0.085335000000000022 38.064633603500006 213.27127849780001 0.08766000000000003 0.096515000000000031 14.251149826300002 41.535369675400013 0.41214500000000009 22.977992916200005 19.078733418100004 202.12526968910001 13.551093343600002
decision_type=2 2 2 2 2 2 2 2 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 6 4 5 -4 27 -5 9 10 -3 -12 -13 -10 -14 16 17 18 -15 -20 -21 -17 23 -23 -24 -1 -18 -2 29 -7
right_child=1 8 3 7 -6 28 -8 -9 13 -11 11 12 14 15 -16 21 26 -19 19 20 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00026994554417828995 0.0381339959022651 0.029102712947141458 -0.086337496328811963 -0.094740441116140994 -0.10177172970389513 -0.075346146851606899 0.10022161345792785 0.064435759028258557 0.010795460248648706 0.0027210835136100985 -0.10125291550516734 -0.10094619558351403 0.035136960907019454 0.045308197731422861 -0.045302493251325876 0.0099459072927014017 -0.0090773987066059478 -0.0023709601103346534 2.7202809099665211e-05 -0.10203701973304402 -0.039325962144838994 0.00022133286067153461 0.00916158395781865 -0.012909365231566855 0.00053306025424944216 0.0087821315102478547 -0.0005154455536801587 -0.10008051233362177 0.09700037616989321 0.071531855853034176
leaf_weight=26.200429941355363 0.0077511755748784772 0.026665169760576646 0.0037976843700771026 0.068913430636461603 0.017617335586692207 0.0028663888538993368 0.022630373598076403 0.0028069395339116445 0.56223632129968137 0.54240915659677391 0.052816382565428976 0.027709476885775075 0.01610871366574429 0.02967523814913875 0.017860654650803554 0.59402621692386759 0.58458847329882146 0.50579655760522158 0.017011037065458368 0.073501269367625355 0.019968748945075276 1.5326347763973447 1.1410523819649827 0.57096226817526474 1.589239766995888 0.59050176895834638 10.593711489630236 0.002806082961638201 0.024983560579130426 0.004642708722712996
leaf_count=1931 46 33 42 549 5 133 6 2 35 209 24 17 10 35 31 63 35 10 16 69 27 56 33 27 24 36 324 195 7 4
internal_value=-4.03268e-06 -0.000666879 -0.0229606 -0.0471973 0.00776727 0.0609436 0.0687847 -0.0885107 -0.000475475 -0.0089766 -0.053925 -0.0732616 -0.0492922 -0.000149272 -0.00715706 -0.000505953 -0.00159895 -0.0126006 -0.0495172 -0.0749873 -0.0886396 0.00187505 0.000883237 -0.00334263 0.00413912 0.000457564 -0.000963208 0.00139706 0.0781575 0.0154653
internal_weight=45.4477 18.6568 0.158816 0.125628 0.0539077 0.0362903 0.0331876 0.0717204 18.498 0.68357 0.14116 0.114495 0.0616788 17.8144 0.0339694 17.2522 11.8243 0.645953 0.140156 0.110481 0.09347 5.42792 4.83389 2.1036 2.73029 26.7909 11.1783 0.0105573 0.0324927 0.0075091
internal_count=4034 2067 989 742 191 186 247 551 1078 324 115 82 58 754 41 719 516 157 147 112 96 203 140 83 57 1967 359 241 144 137
is_linear=0
shrinkage=0.1


Tree=343
num_leaves=31
num_cat=0
split_feature=5 23 5 23 19 5 3 2 4 4 20 8 13 13 13 18 3 0 0 5 20 6 0 2 5 7 21 19 21 22
split_gain=0.00135843 0.00671825 0.00393693 0.00390633 0.0209355 0.0145378 0.0060488 0.00356032 0.00403823 0.00343089 0.00247499 0.00244542 0.00689564 0.027793 0.00550376 0.00207107 0.00770397 0.04102 0.0343072 0.0465428 0.0294388 0.0262241 0.0259962 0.0798842 0.0330978 0.0179759 0.0102862 0.0882739 0.0381414 0.0504111
threshold=23.545618314050007 0.11082500000000002 23.195398057700004 0.09180000000000002 14.351157895250003 26.575048724050003 93.620177476600006 322.38159739250005 327.38578912530005 313.22340827140005 44.952171034750002 8.8430989333000021 117.70876232545002 117.20333219690001 113.62230596715001 13.975517741000003 91.77589519910002 90.767723400200012 93.399723909900004 19.234448447350001 40.377444152000002 16.395383075500003 94.047642319350018 77.604108716450014 18.613387752550004 24.940142267700004 7.0441631297000011 12.851036860900001 10.628103601550002 -0.075639999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 4 5 -2 -5 8 10 -6 -7 15 13 14 -13 -1 17 21 19 -19 -21 25 23 -20 -25 -17 -24 28 -28 -30
right_child=1 -3 -4 6 9 7 -8 -9 -10 -11 -12 12 -14 -15 -16 16 -18 18 22 20 -22 -23 26 24 -26 -27 27 -29 29 -31
leaf_value=0.00083989933725765655 -0.10054999453492852 -0.011819704310799317 0.0081457546875719471 0.010314480854507148 -0.0080088289011189077 -0.079801460643095457 -0.00048004549675607764 -0.10003893699019502 0.096864944840008599 0.0031161528286520481 0.019828918501777676 0.037612909115648789 -0.00070988992264759993 -0.10107556305042381 -0.014110677233332503 0.1000663678096851 -0.01203408469218463 -0.10087631002134866 -0.083968354389280242 0.037345710690433374 -0.057823852212200488 -0.022464463487726165 -7.4949808712569842e-05 0.098301634872579258 0.00030463813484749947 0.0087812704579035492 -0.085643205976979386 -0.094416951658675474 0.077104819614922215 -0.0034259159523701969
leaf_weight=21.25106358707415 0.037806620361703902 0.56266056949471011 0.61441680434148693 0.61183201473828308 0.54584262272706474 0.003531908937965512 3.4255180744762299 0.0027711709651985208 0.0050830939408399436 0.56327067258592933 0.0084797574555750543 0.029483191427060684 0.50472736510891991 0.036202155170030892 0.068066771575104212 0.082351183927399485 0.57332410454504312 0.079984670645390277 0.044155822597304772 0.074412161015402489 0.057710991755435259 0.035556414164602757 15.22709787893268 0.11097646616928181 0.049989154617719578 0.029228490981040522 0.046185671591221111 0.11100635957910931 0.0913766210026008 0.52058615302290345
leaf_count=727 180 42 58 37 85 273 89 48 19 55 31 29 15 12 36 53 52 48 11 21 25 13 1281 37 37 26 158 195 232 109
internal_value=-5.33556e-06 -0.00143936 0.000203296 -0.000317058 -0.00541345 -0.0641555 0.00115579 0.00510631 0.022151 -0.00235893 -0.00946639 7.82438e-05 -0.00605967 -0.0262476 0.0015221 0.000180339 -0.000637707 -0.000243168 -0.000714382 -0.0406711 -0.00422407 0.0523223 -0.00019127 0.0351826 0.0678679 0.0761541 -0.000644873 -0.0119277 0.00198527 0.00859871
internal_weight=45.4047 5.7668 39.6379 5.20414 1.16679 0.0576726 4.03735 0.0198659 0.0170948 1.10911 0.0120117 39.0235 0.638479 0.133752 0.09755 38.385 17.1339 16.5606 16.4135 0.212108 0.132123 0.147136 16.2014 0.205121 0.160966 0.11158 15.9963 0.769155 0.658148 0.611963
internal_count=4034 859 3175 817 691 551 126 371 323 140 304 3117 92 77 65 3025 2298 2246 2154 94 46 92 2060 85 74 79 1975 694 499 341
is_linear=0
shrinkage=0.1


Tree=344
num_leaves=31
num_cat=0
split_feature=2 2 9 4 23 20 3 18 20 8 4 2 7 4 9 6 6 8 20 8 17 17 13 12 2 17 20 21 22 22
split_gain=0.00134435 0.00403576 0.00396331 0.00288024 0.0345659 0.00175477 0.0306076 0.0267058 0.0106241 0.00940948 0.0330088 0.0147424 0.00977904 0.00792048 0.0223267 0.00732365 0.00386879 0.00335797 0.00328324 0.0290914 0.0236983 0.0392591 0.00235091 0.00223778 0.0053491 0.00821036 0.00423563 0.0105368 0.0490922 0.0154218
threshold=49.864842700850012 60.327272492300004 201.14010537530001 157.07313959035005 0.089505000000000015 36.620308449100001 89.695028606150018 13.012604996900002 35.171584490050009 8.2435668022500028 222.75625367455004 227.66379729560001 24.202871501750003 162.53166217615004 210.33238511570002 13.315311110100001 12.535292885100002 8.543332867800002 37.311503175250003 8.6432548896500023 193.82841840970002 195.53954078470002 109.96062599345002 86.968866757150025 71.99970061785001 176.08408741720004 39.664548207900005 5.2345280387500006 -0.076484999999999984 -0.039434999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 9 8 17 10 12 15 -5 -14 -15 16 -12 -8 19 20 -7 -22 -23 -20 25 -25 27 -26 -29 -30
right_child=1 3 -4 5 -6 18 7 -9 -10 -11 11 -13 13 14 -16 -17 -18 -19 23 -21 21 22 -24 24 26 -27 -28 28 29 -31
leaf_value=0.0047736667250150465 -0.01164304429095506 0.074515933347571658 0.00035566985396474427 0.099540104482714151 -0.045547424413263954 -0.097668876756766582 -0.041322271881112566 0.097381523500640318 -0.10067167901252926 -0.001686296823359139 -0.10002844656115567 0.092293610499739887 0.095958946050033134 -0.1001888169909777 0.079370420926977783 -0.10050621556091731 0.10010274329011677 0.1000379366331598 0.0064412487524917409 0.0028107789482258762 0.097230369779336412 -0.10077512849779742 -0.047844764180122401 0.0023791034754239706 0.002122007178630001 -0.014815872250344237 -0.00018649918862919033 -0.044237517588306879 0.087850914749119755 0.016946254693499037
leaf_weight=0.58105707172819521 0.58884001139881437 0.050382282349544449 0.51698454207871691 0.039066032266818262 0.045755460516375024 0.058145062086572774 0.0025287782431745445 0.059173807684992141 0.01129906928557034 1.5906151034942011 0.0014029768317764804 0.0059581463478204357 0.012402608297406914 0.012410074910334856 0.01566700382113595 0.025642948256177078 0.0031007588841021061 0.0050091569719370455 0.53635368416217133 0.51853411239972047 0.022068379650590941 0.016893387995509102 0.01667303079739213 0.51550315413624648 3.2250204903801296 0.60193943882973144 36.064307915696872 0.066249890005556367 0.082157691502345642 0.048952162060235227
leaf_count=45 43 25 40 15 21 51 74 58 44 50 128 49 3 55 6 19 1 5 17 15 10 36 4 7 269 73 2702 77 36 56
internal_value=-5.4265e-06 -6.74682e-05 -0.00603352 8.3664e-05 0.0173734 4.55027e-05 0.00311662 0.0643699 -0.0393314 0.000316103 0.0278564 -0.0514424 0.0638491 0.0294046 5.19869e-06 -0.0798502 0.0377591 0.0526153 -8.56764e-05 -0.00723677 -0.0530269 -0.00637072 -0.0744837 2.42333e-05 -6.05312e-05 -0.00688342 0.000132551 0.00349464 0.0259245 0.0613774
internal_weight=45.3401 44.759 1.10582 43.6532 0.0961377 43.5571 1.78428 0.0780108 0.018837 1.70627 0.115651 0.0361048 0.0795457 0.0404797 0.0280771 0.0301467 0.00450374 0.00753794 41.7728 0.632314 0.11378 0.0556348 0.0335664 41.1405 40.6041 1.11744 39.4867 3.42238 0.19736 0.13111
internal_count=4034 3989 83 3906 46 3860 507 181 123 326 276 197 79 64 61 148 129 79 3353 116 101 50 40 3237 3220 80 3140 438 169 92
is_linear=0
shrinkage=0.1


Tree=345
num_leaves=31
num_cat=0
split_feature=10 10 19 5 10 15 0 0 13 19 22 20 20 22 21 7 21 16 21 18 18 15 23 22 18 18 13 20 5 18
split_gain=0.00135177 0.00445755 0.0121637 0.00408177 0.0311512 0.0057476 0.00635937 0.0112699 0.0039876 0.00784804 0.00826416 0.00659849 0.00496385 0.00878145 0.00395915 0.0116319 0.00361544 0.0484275 0.0103414 0.0467176 0.00578599 0.00508557 0.00404255 0.00240068 0.0183468 0.0243947 0.0110605 0.0258575 0.0211266 0.00707708
threshold=61.987779113750001 61.966271448700006 14.451165964200003 23.928204628200003 61.901748453550006 41.492094664050008 85.121961326250016 85.242941942100018 117.55283175385001 14.351157895250003 -0.071864999999999998 41.385032804600009 41.535369675400013 -0.086719999999999992 13.777807245600002 23.165384528550003 14.894616075700002 22.604947139800004 15.109659503850002 13.754580103150001 15.706391932950002 43.401366108000012 0.11243000000000002 -0.25236500000000001 13.4793103924 13.919698996450002 104.08096806215002 39.792680591700012 14.285627908 17.705383164500002
decision_type=2 2 2 2 2 2 2 2 2 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 14 -7 -8 16 11 12 -10 -11 -14 15 -1 21 18 -18 -20 -21 23 -22 24 -2 -26 28 -28 29 -27
right_child=8 2 -4 4 -6 6 7 -9 9 10 -12 -13 13 -15 -16 -17 17 -19 19 20 22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.015242558430824281 0.072346928980027633 -0.01681408033911223 0.0037790870647857566 -0.0024783921916363139 -0.10106598822469814 -0.0016791618847560752 -0.0010643676208726318 0.018355365400020324 0.001535266246737734 -0.0024268251859440176 0.015428944442540341 -0.011837709392052904 0.0018828568862617402 0.016121213251375929 0.0036817520426271275 -0.00027627897645748922 -0.0027126205700042129 -0.082978733608201627 0.096569650932358891 -0.10030135236412996 0.083683499218038623 -0.0090905135136196639 -0.10009681267322693 0.00021859375924495667 -0.10077162465519081 0.074755533158502474 -0.048843947544905987 0.08129347992712678 -0.094544948412226881 -0.10014879898802356
leaf_weight=0.65403425361632939 0.022253669921576624 0.59849597219135808 0.55078895433507569 0.55205203789933666 0.034025610923521299 0.87068061658646945 0.54743454838171579 0.6580605784238287 1.0682689499226388 1.0796454242081384 0.65433564563045399 0.56364353348644147 1.5396495542481721 0.60272613670129227 1.0669824183422063 2.5209623263565391 0.50216730728233461 0.075277749676615713 0.046664095261917282 0.018976665104818657 0.0033745330672907406 0.60695595388750589 0.0018547505427797262 30.326724480166227 0.032858236727993706 0.014445113019708966 0.026902026728748751 0.035305001073538733 0.027510281547378668 0.0027545615513229196
leaf_count=78 81 71 18 445 48 11 7 35 25 14 39 36 45 33 16 31 18 30 24 88 77 88 5 2343 26 97 35 23 52 95
internal_value=-3.79764e-06 -0.00117858 -0.00694491 -0.000218715 -0.00820204 0.000521826 0.00483305 0.00953656 0.000250177 0.0027339 0.00518301 -0.0030836 0.00310225 0.00588861 -0.00158824 -0.00335926 -0.000180801 -0.00757186 0.00233405 0.0380935 -0.0746365 -2.67049e-05 0.0184993 0.000153733 -0.0119861 -0.0254128 -0.00225321 0.0250143 -0.0401918 0.0467443
internal_weight=45.3058 8.05352 1.14928 6.90423 0.586078 6.31815 2.07618 1.2055 37.2523 5.50827 3.87636 1.63191 3.22202 2.14238 4.24198 3.175 31.744 0.648315 0.573037 0.07087 0.0242059 31.0957 0.00522928 30.4888 0.162029 0.139775 0.106917 0.062207 0.04471 0.0171997
internal_count=4034 760 89 671 493 178 53 42 3274 192 131 61 92 78 125 109 3082 242 212 194 170 2840 82 2752 409 328 302 58 244 192
is_linear=0
shrinkage=0.1


Tree=346
num_leaves=31
num_cat=0
split_feature=22 5 5 2 15 16 2 3 23 2 23 17 8 22 19 23 21 6 6 18 22 6 22 15 21 20 9 19 13 13
split_gain=0.001277 0.0138116 0.0202582 0.00467794 0.00178128 0.022805 0.0221187 0.00998936 0.00745568 0.00275197 0.00272514 0.00201986 0.00127696 0.0158877 0.0263595 0.00844984 0.00153819 0.0169893 0.0323013 0.0158125 0.013506 0.0136216 0.00368074 0.00226311 0.00600475 0.0287352 0.00509559 0.00203376 0.00181564 0.007663
threshold=0.26941000000000009 13.264960807550002 17.826488594350003 84.740378741850009 19.763739472850002 14.184966829400002 137.73157856955004 77.69375151185001 0.084090000000000012 258.06114663960005 0.083950000000000011 167.67262050095005 8.8430989333000021 -0.090495000000000006 14.451165964200003 0.095750000000000016 15.803805445550003 16.475384944750001 16.435384010100005 13.043896815850003 -0.08262499999999999 16.415383542800004 -0.15118999999999996 46.074827201850006 15.285239689500001 42.402981339000007 201.7576686733 14.651182102100002 117.60660091645001 117.62810858150002
decision_type=2 2 2 2 2 2 2 2 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 7 -7 9 10 -1 11 -8 16 -14 15 -15 23 18 19 -18 21 22 -21 27 25 26 -25 28 -6 -30
right_child=1 2 3 -5 12 6 8 -9 -10 -11 -12 -13 13 14 -16 -17 17 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.10006147221760009 0.0010555965097588534 -0.095041114243398034 0.050165083069018415 -0.027936335310166011 0.00028188778384816772 0.094724399710229487 0.067890932979717156 0.00091023993534332511 -0.10023332508633767 0.069532778229428591 0.10005997376878413 -0.10005274456021694 0.0015276079589390482 -0.035189219567968277 -0.097161831795241779 0.05530193600183328 0.10006784152472092 -0.0020094760541819827 0.10036690565934753 0.001583705766609235 -0.10139527158791713 0.10016715078121639 -0.10027708274754071 -0.04736914728194383 0.0033233387545399708 -0.002991006736305635 -0.10038012443737938 0.0059030484826031277 -0.012229861733388336 -0.00038697798851289859
leaf_weight=0.012263625349689611 0.50454779384682424 0.038403147828830697 0.016473486199174658 0.01434882353363065 35.169321486036374 0.048894968657144489 0.00122264603749045 0.53046558281821632 0.0091317723754400504 0.0010377656852882397 0.0034908814122900367 0.0017286468184636306 0.59275154421652587 0.019280043354568899 0.045177021881627866 0.022201579065495025 0.010234331013638243 0.56350360206874939 0.049511507153511047 0.0067678202493590689 0.018965967162223762 0.010075397789478302 0.0074553857182753092 0.043736577907565133 0.52376240606736246 0.51596029426789869 0.030974308112945437 0.59417163376929139 0.60981555681837463 5.2511721570033387
leaf_count=498 92 29 14 31 2007 62 10 209 27 253 2 56 88 21 57 19 5 28 8 31 22 2 27 29 12 78 40 34 22 221
internal_value=-3.64339e-06 -0.00469129 -0.0465773 0.0138062 5.6537e-05 0.00543125 0.0616667 -0.00123602 -0.042119 -0.0868298 0.0402579 -0.0304779 -1.76175e-05 -0.00431941 -0.0443134 0.013243 4.97169e-05 0.00481667 0.0421581 -0.0117123 -0.0381541 0.011208 -0.0518087 -2.46237e-05 -0.00447184 -0.011384 -0.0693469 9.44439e-05 1.03278e-05 -0.00161919
internal_weight=45.2668 0.573773 0.0692255 0.0308223 44.6931 0.608236 0.0644689 0.543767 0.0155739 0.0133014 0.00644217 0.00295129 44.0848 0.67941 0.0866586 0.0414816 43.4054 0.666514 0.10301 0.0534989 0.0432646 0.0242986 0.0142232 42.7389 1.11443 0.590671 0.0747109 41.6245 41.0303 5.86099
internal_count=4034 166 74 45 3868 1117 157 960 95 751 68 66 2751 185 97 40 2566 123 95 87 82 60 58 2443 159 147 69 2284 2250 243
is_linear=0
shrinkage=0.1


Tree=347
num_leaves=31
num_cat=0
split_feature=18 23 17 20 20 15 22 22 22 0 10 5 6 7 21 21 10 10 9 18 17 17 21 18 18 20 8 17 16 5
split_gain=0.00112225 0.0169958 0.0272214 0.0166568 0.0132175 0.0170506 0.025457 0.012988 0.00853122 0.00580068 0.00543858 0.0229283 0.0282406 0.0397721 0.0271313 0.00552154 0.0715572 0.0383654 0.0254942 0.00505827 0.00711543 0.0215136 0.0358738 0.0217781 0.0191645 0.01177 0.00984017 0.00880782 0.00559077 0.0625772
threshold=14.420596409350003 -0.081689999999999999 205.45998821870003 33.41579758040001 37.198331469900005 34.139075990150012 0.10957500000000002 0.11704500000000002 -0.58559499999999998 95.469836670350006 70.206395618550019 18.553574773300003 16.235379337050002 24.786990758350004 6.4178488307500006 7.0441631297000011 75.408562100950022 75.634392583900009 214.88418602500002 14.349498564250002 180.84080166530003 179.91109285790003 1.0000000180025095e-35 13.565177112500001 13.303774303900001 41.32819714970001 6.2451263653500009 177.64087306825002 20.404952284350003 17.915797078650005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 3 -2 5 6 8 -8 -3 -9 11 -6 13 -13 -15 -12 -17 -18 -19 20 21 22 26 24 25 -24 -1 -27 29 -22
right_child=1 4 -4 -5 10 -7 7 9 -10 -11 15 12 -14 14 -16 16 17 18 -20 -21 28 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.070781303652573527 0.051770272229221009 0.015395170230607208 0.073695000798108506 -0.096000781186094619 0.056034777706738238 0.036665086698888252 0.10036282877370217 0.041254078257669101 -0.10064730334385817 -0.1001361447567285 -2.6257780234319816e-06 -0.10064969826054626 0.070090622179160969 -0.046067851250105679 0.082860420747281255 -0.10050831976174768 0.099115503285880618 -0.077727797709496574 0.0019044916759600181 0.007011311278767288 0.0027118181644774386 0.080254592061013846 -0.068078584287681806 -0.10078374423673125 0.098448123179982791 -0.017753293549313556 0.094207278885416051 0.100071987683928 0.00017700876284820635 -0.085377360780595782
leaf_weight=0.0039884931347263777 0.0088547277477378783 0.0071170110330260874 0.015115509979573005 0.055061517890987233 0.085905672502120889 0.026352329026849475 0.012956796354956168 0.0048283936339430511 0.057691250200892052 0.0072712938890173717 12.940456173221374 0.049227433372578844 0.034794326256118779 0.032646044575812994 0.03264212554495316 0.076267211226533127 0.03833810004289262 0.043588979476915757 0.51761640705183254 1.093608960574058 0.61670581148178527 0.04445336255599841 0.032101309651963561 0.030765235741309738 0.015420748959357411 0.02003169600187249 0.038591277887462638 0.0092852204705593522 29.189409672854751 0.092775685196006208
leaf_count=210 40 23 62 130 35 22 2 4 195 44 854 27 19 36 20 117 8 339 44 63 112 10 82 78 35 318 22 8 937 138
internal_value=-3.6204e-06 -0.000745806 -0.0469887 -0.0755291 -0.000484156 -0.0340676 -0.0548096 0.0307885 -0.0879039 -0.0437142 -0.000202383 0.0148738 -0.00880828 -0.0327809 0.0183924 -0.000462818 -0.00927459 0.00233114 -0.00428057 0.000330661 8.78842e-05 0.0191459 0.00105821 -0.029686 -0.00121951 -0.0262438 0.0787526 0.0195642 -3.61809e-05 -0.00880721
internal_weight=45.2339 14.0467 0.0790318 0.0639162 13.9677 0.116217 0.0898647 0.0250565 0.0648083 0.0120997 13.8515 0.235216 0.14931 0.114516 0.0652882 13.6163 0.675811 0.599543 0.561205 31.1871 30.0935 0.194637 0.150184 0.107604 0.076839 0.0614182 0.0425798 0.0293169 29.8989 0.709481
internal_count=4034 2021 232 170 1789 290 268 50 218 48 1499 137 102 83 56 1362 508 391 383 2013 1950 763 753 521 443 408 232 326 1187 250
is_linear=0
shrinkage=0.1


Tree=348
num_leaves=31
num_cat=0
split_feature=17 17 4 2 4 12 12 15 3 20 21 22 9 20 5 8 6 15 20 22 15 0 21 5 6 10 22 22 23 5
split_gain=0.00112526 0.00893133 0.0537039 0.0103367 0.0056173 0.00255025 0.012715 0.0023847 0.0257569 0.0113985 0.0115096 0.0052445 0.00510075 0.00236355 0.00769479 0.0459679 0.0157527 0.0141333 0.0057436 0.00719643 0.0473403 0.02759 0.00380184 0.0292336 0.0244975 0.0204197 0.0311526 0.00717281 0.00643551 0.0312486
threshold=183.92349703790003 182.50770257345002 147.84286409485003 49.864842700850012 204.80369648085005 184.29002311975003 191.60361862930003 20.903251014350001 81.715684874950014 38.804080188450008 3.5208369948500002 -0.14654999999999999 205.88909726980003 38.400997490450003 19.865285687250005 8.543332867800002 15.785368822600002 38.884669609800007 38.121007182500009 -0.041369999999999997 35.965617804200001 90.297243227400017 3.9632429946000003 17.621651749750004 11.125259939900001 62.009286778800011 -0.037054999999999998 -0.14259499999999997 0.084360000000000018 21.454033346250004
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -6 -7 8 9 -2 11 12 -11 14 18 16 17 -16 19 20 21 -9 23 24 -15 26 -25 -26 29 -27
right_child=7 2 4 -5 5 6 -8 13 -10 10 -12 -13 -14 22 15 -17 -18 -19 -20 -21 -22 -23 -24 25 27 28 -28 -29 -30 -31
leaf_value=0.043051409951786003 -0.10013989321393371 0.0013180642123860574 -0.089416127310557383 -0.00041777514014226233 -0.061372506965037127 0.099658194819980825 -0.10038078050761537 0.038076084322277215 0.088060646832747558 0.074413822260472981 -0.00029073250662353699 0.082545901046663053 -0.1004599210864978 0.054172200663158025 0.071539378817273722 -0.00099308024677357914 0.096416602758643319 -0.0078667362372439945 0.0091439435698476654 0.0013253414263191721 0.0015143061084560117 -0.0941369211097947 0.00023098215630933447 -0.067591863492654378 -0.041177116739965297 0.064798564333426165 0.027862253429198326 -0.10080870200360614 -0.0020058213536869531 7.8471735664044156e-05
leaf_weight=0.055247160754339997 0.010881210032850919 0.50975926785031322 0.078562077622109427 5.5616655544294789 0.023460507563328292 0.0060269136196211548 0.0067209326791184409 0.019129855558276954 0.036320595990853022 0.0031872249360880281 0.53447900542256743 0.025139500646844226 0.0034991537504538428 0.016875314549312459 0.045389956925646291 0.60950645960838301 0.067008326483119163 0.044282983904849971 0.56637141034432392 1.6563170654118295 0.50860768696293235 0.090229103028757862 30.503058894479491 0.1067608171347274 0.032908111208598712 0.086628144228598436 0.050298789570291436 0.052117394217930268 3.318933846865491 0.53739631531652776
leaf_count=35 212 5 49 1182 24 13 36 4 60 40 337 59 5 61 20 39 30 27 23 76 3 109 1085 78 24 79 25 29 221 44
internal_value=-5.09309e-06 -0.00125159 -0.0125962 9.78163e-06 -0.0743969 -0.0418094 -0.00580656 0.000194775 0.00638003 0.00124012 0.00318807 0.0616106 -0.0171021 9.57276e-05 0.00253212 0.0114257 0.0597361 0.0323264 0.000133329 -0.00211061 -0.0113199 -0.0710093 -0.000157484 -0.00297748 -0.0558855 -0.00166252 -0.0370224 -0.077729 -0.000254032 0.00906303
internal_weight=45.1668 6.24144 0.62453 5.61691 0.11477 0.0362084 0.0127478 38.9253 0.613507 0.577186 0.566305 0.0318259 0.00668638 38.3118 3.60684 0.766188 0.156681 0.0896729 2.84066 2.27428 0.617967 0.109359 34.705 4.20192 0.101901 4.10002 0.15706 0.0850255 3.94296 0.624024
internal_count=4034 1344 127 1217 122 73 49 2690 713 653 441 104 45 1977 331 116 77 47 215 192 116 113 1646 561 114 447 103 53 344 123
is_linear=0
shrinkage=0.1


Tree=349
num_leaves=31
num_cat=0
split_feature=22 22 7 20 20 4 8 21 20 20 20 17 17 0 18 22 15 19 16 16 16 2 3 22 23 0 21 23 17 7
split_gain=0.00104377 0.00410888 0.0437791 0.0292937 0.0097316 0.0159575 0.00972407 0.00309528 0.00260869 0.00191076 0.00147715 0.0199544 0.0440718 0.0238688 0.0134518 0.00748515 0.00646454 0.015813 0.0161625 0.0114725 0.00662888 0.00426616 0.00534086 0.00406398 0.00312045 0.00282246 0.00857719 0.00645508 0.00245392 0.00767716
threshold=0.22598000000000004 0.10957500000000002 23.314707969200004 42.47354681640001 39.952536079750011 200.82959231350003 8.3434888241000014 3.2025200283000004 37.784765830350004 37.038444968100009 43.631818398850008 191.08747234645003 197.01076493205002 86.89903215050002 12.885811969150001 -0.167075 19.763739472850002 12.250988447150002 12.644970430600003 9.719977270450002 9.2849782877000013 319.18044405035005 108.40938565220002 -0.23783499999999999 0.091470000000000024 91.568883923100017 4.6253815007000005 0.087905000000000025 190.94474013770002 22.835261448650005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 5 -4 7 -5 9 -2 16 14 13 -13 21 23 17 18 19 20 -1 22 -12 -16 -20 -15 -27 -28 -18 -30
right_child=8 2 3 6 -6 -7 -8 -9 -10 -11 11 12 -14 25 15 -17 28 -19 24 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.10011903228005686 -0.0037399572436437249 -0.0047828051715796543 0.089202916640655813 0.10012586227893272 0.095966704789932536 -0.018645306461980371 -0.10086937224743696 -0.016644327150426602 -0.0078630508914396026 0.0047713213430934541 0.0774998711475266 -0.031887318203603209 0.00047583422618832893 0.10040261335920009 -0.062037604868611387 -0.10028383044506782 0.00070053691389867069 -0.10018479818242776 0.095622478720414669 -0.10025159461762066 0.097058765220689625 -0.1000321519272479 -0.060928197826223919 0.076662051474827464 0.035385546261820354 0.09902691098999282 -0.10010727701932415 0.051669330763056687 -0.011832862619593647 -0.00057600316088164748
leaf_weight=0.0022223784393647916 0.53210642923207163 0.60650542809105346 0.03070342738965337 0.0037965173833072186 0.076823812751754872 0.024802035552037083 0.014075367307668785 0.0056459043274994514 0.58142435051917818 0.52302991296164691 0.011124759509345661 0.020820458495563687 1.5186743232977438 0.057019755244255066 0.0044438553022310145 0.037107517302025106 17.08214004573837 0.0083185975851876037 0.032890214535698625 0.010519456697029028 0.0073237599106761309 0.002433325311585576 0.0037188844220636961 0.0040267676641841943 0.011644582964663641 0.024203458811712153 0.0044368586137970567 0.0076055051358565606 0.62206408111840517 23.246299516960562
leaf_count=226 91 103 8 1 30 38 6 47 146 7 98 11 152 5 94 327 822 85 71 180 27 37 50 22 21 14 59 10 68 1178
internal_value=-5.43553e-06 8.78776e-05 0.00736471 0.0546389 0.072916 0.0410121 -0.0482025 0.0303055 -0.00248465 0.000479074 -4.19829e-05 0.00285039 0.00497885 0.0649214 -0.0524396 -0.0809219 -0.000161533 0.0295868 0.0462975 -0.0282204 0.051155 0.0226991 0.0428185 0.00389749 0.0798722 0.0865328 0.0647138 -0.00425087 -0.000214505 -0.000869383
internal_weight=45.118 43.4814 0.762352 0.155847 0.132329 0.0555055 0.0235178 0.00944242 1.63656 1.05514 42.719 1.69562 1.63276 0.114086 0.0628551 0.0455781 41.0234 0.072919 0.0646004 0.0200656 0.00954614 0.017277 0.0148436 0.00847062 0.0445348 0.0932656 0.0362458 0.0120424 40.9505 23.8684
internal_count=4034 3790 233 130 76 46 54 48 244 98 3557 879 251 99 628 443 2678 610 525 433 253 185 148 116 92 88 83 69 2068 1246
is_linear=0
shrinkage=0.1


Tree=350
num_leaves=31
num_cat=0
split_feature=22 15 16 2 3 23 23 2 17 8 22 19 22 9 9 22 9 4 6 16 16 8 16 16 23 13 21 13 20 20
split_gain=0.00108525 0.0015536 0.0171829 0.0169961 0.00822379 0.00585188 0.00223052 0.00201502 0.00169829 0.00110318 0.0138247 0.0236312 0.00442505 0.00134431 0.0023349 0.00174969 0.0324534 0.0185236 0.0299089 0.00632528 0.0232184 0.00642227 0.00531492 0.0195047 0.00352375 0.00208245 0.00711653 0.0145066 0.0184149 0.0691555
threshold=0.26941000000000009 19.763739472850002 14.184966829400002 137.73157856955004 77.69375151185001 0.084090000000000012 0.083950000000000011 223.66947801700005 167.67262050095005 8.8430989333000021 -0.090495000000000006 14.451165964200003 -0.048954999999999992 222.81044357820005 217.30761232770001 0.10957500000000002 197.02865361825005 200.82959231350003 15.035351298550003 22.794946695500006 22.564947233300003 8.3434888241000014 21.569949560100003 20.629951758200004 0.090390000000000012 117.60660091645001 10.003699902950002 117.69263157665002 40.206947806850003 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 4 -4 7 6 8 -1 -5 13 -11 12 -12 14 15 25 19 -18 24 20 21 22 23 -17 -19 -3 27 28 -27 -30
right_child=-2 9 3 5 -6 -7 -8 -9 -10 10 11 -13 -14 -15 -16 16 17 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.10004665297682412 -0.0043545269017804351 0.00036049158814190584 0.093064835394939038 0.06357643235009619 0.0016550810229902036 -0.10017915266858773 0.10004851939158801 0.048897344721216686 -0.1000451118715176 0.0012410035459488348 0.045945085530469887 -0.096498504637992269 -0.021158226506640437 0.0049505908567628373 -0.0038401501348610425 -0.067606326073014478 0.10025396063900259 -0.026716152818862717 0.07032982262622843 0.00051075946135388181 0.034989667478067046 -0.10087947660777299 -0.10044266589245415 0.1000635215166702 -0.10034460518456974 0.00089523826387673884 0.0014379120409669416 0.00034523802459692355 -0.072811014343341196 -0.0041649773157719861
leaf_weight=0.0098457063542222167 0.56601893486963817 33.512010250615802 0.038847456969769212 0.0011214821764724547 0.53040970457389491 0.0071486413003185589 0.0027854130603373051 0.0010006211304303134 0.0014604292465634217 0.59082944388819669 0.019559285505124535 0.040670549371526477 0.019750510493394269 0.55166748821851896 1.5403156453621694 0.023594383258241147 0.048772148787975311 0.012518219637172479 0.043896446499275044 0.5486901023905375 0.039787548796084593 0.025407939217984676 0.010306823998689651 0.0098278063233010471 0.01352034006959002 0.51644625909102548 3.6957799525611108 1.9565643638920844 0.20584902033442631 0.51121986924437124
leaf_count=477 166 1919 62 10 209 27 2 274 56 88 15 57 25 86 92 81 9 19 14 8 14 6 4 7 22 11 63 133 52 26
internal_value=-3.34888e-06 5.19593e-05 0.00513791 0.0604137 -0.000107585 -0.0409299 0.0379831 -0.0863059 -0.0289743 -1.66397e-05 -0.00404087 -0.0430591 0.0122302 4.57531e-05 -1.7594e-05 0.000125407 0.00482788 0.0529513 0.0199628 -0.00385896 -0.0258707 -0.0608952 -0.0376631 -0.0183029 -0.0649472 3.50398e-05 -0.00154886 -0.00500911 -0.013502 -0.0238712
internal_weight=45.0956 44.5296 0.592619 0.0513634 0.541256 0.012516 0.00536732 0.0108463 0.00258191 43.937 0.67081 0.0799803 0.0393098 43.2662 42.7145 41.1742 0.776322 0.118707 0.069935 0.657615 0.108925 0.069137 0.043729 0.0334222 0.0260386 40.3979 6.88586 3.19008 1.23352 0.717069
internal_count=4034 3868 1117 157 960 95 68 751 66 2751 185 97 40 2566 2480 2388 184 64 55 120 112 98 92 88 41 2204 285 222 89 78
is_linear=0
shrinkage=0.1


Tree=351
num_leaves=31
num_cat=0
split_feature=18 7 17 7 7 17 7 6 3 16 5 17 17 21 0 22 20 18 23 13 6 10 7 21 22 21 18 22 13 5
split_gain=0.00102972 0.0331013 0.0248999 0.0228646 0.00945616 0.00617787 0.00582298 0.00323683 0.0111842 0.0801535 0.00384222 0.00388462 0.00733484 0.0059915 0.00582119 0.00864704 0.0107989 0.00617441 0.00360826 0.0439091 0.0262795 0.0120904 0.00259951 0.017536 0.0140189 0.0041505 0.0025318 0.0036123 0.0270346 0.0246119
threshold=13.455547561900003 23.203497038450006 196.70243143610003 22.938075114600004 22.671301016600001 193.50449793755004 22.545611589100002 16.375382608200002 92.324340657750014 22.614947116400003 20.305669781650003 188.10488866565001 189.19102531915004 8.7462497811500022 86.329079026800017 -0.091179999999999997 40.316494640950005 13.3584252364 0.091645000000000018 117.56896250265002 16.455384477450004 58.167480110400007 23.478650568600006 2.0976681454000006 -0.097294999999999993 1.3292934934500003 13.545319032100002 -0.14429 109.49014582065001 16.078966488550005
decision_type=2 2 2 2 2 2 2 2 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 7 -2 8 -1 -10 -9 18 13 -13 15 -14 -17 -16 19 20 -12 -21 23 24 -3 -26 -24 28 29 -28
right_child=1 22 3 -5 -6 -7 -8 10 9 -11 11 12 14 -15 17 16 -18 -19 -20 21 -22 -23 26 -25 25 -27 27 -29 -30 -31
leaf_value=0.0019324262403612614 -0.07103041301507565 -0.021858190956352455 -0.077529820215160763 0.0152735755311536 -0.10154489871341561 0.010555525582033301 0.0923598110855256 0.0087605032644891383 0.00027006042747082932 -0.10195314953205808 0.089938043159082506 0.0017428877198693361 0.00097741519211471555 0.016182022822609173 0.0080675780534725135 0.0015473054583477446 -0.017897120974634997 -0.00078694800502569935 -0.00068633312866814419 0.016510247602722041 -0.0038251787591970367 -0.092073068465936964 -0.0070836476412833062 -0.00025473524939595351 0.08519838638595989 0.032318812099634185 0.024553456216172453 -0.00020284456533984572 0.066502350730204315 -0.082222715601827229
leaf_weight=1.1710750903083731 0.0044261057474835885 0.022579305170381758 0.038821922036377021 0.083972952208341667 0.063365627841014849 0.60092735747764336 0.004300453254479919 0.57056541746714984 0.52209458040626788 0.089915053148615698 0.031708843018065092 0.55559528372469713 3.0613479911526151 0.59528365424353069 1.6626563195604833 0.51782502298010535 0.63693802542240974 1.496218613698147 5.624520265988906 0.011982467183429435 0.52162138552142778 0.071107195117463107 0.53170296369853787 0.60469566116361761 0.047986647712550901 0.021490440180059522 0.051888363841693486 25.739763380116738 0.061200090375677973 0.036966290790171996
leaf_count=95 163 16 37 27 54 60 20 16 129 34 14 23 37 19 34 16 64 9 141 82 350 63 14 61 18 53 519 1740 52 74
internal_value=-3.76672e-06 -0.000389067 -0.0414545 -0.0140665 -0.0881046 0.000589409 0.00948838 0.000240007 -0.00379293 -0.0147483 0.000708255 0.00039755 0.0017865 0.00921142 0.000627831 -0.00180401 -0.00917775 0.00387358 -0.00149386 -0.0086306 0.00154797 -0.0764141 -9.39476e-05 0.00593518 0.0465952 0.0688418 -0.00025294 -0.000112656 0.0153579 -0.0198687
internal_weight=45.0545 27.3132 0.194887 0.122795 0.0720922 17.7414 0.00872656 17.1405 1.78308 0.61201 15.3574 14.7868 8.52586 1.15088 7.37499 4.21611 1.15476 3.15887 6.26094 0.63642 0.55333 0.0830897 27.1183 0.696752 0.0920564 0.0694771 26.4215 25.8898 0.150055 0.0888547
internal_count=4034 2848 301 64 237 1186 183 1126 258 163 868 852 202 42 160 117 80 43 650 509 364 145 2547 148 87 71 2399 2385 645 593
is_linear=0
shrinkage=0.1


Tree=352
num_leaves=31
num_cat=0
split_feature=9 19 20 19 15 8 20 17 9 22 21 16 0 16 9 18 7 23 7 21 22 22 0 17 23 22 14 19 21 0
split_gain=0.00123652 0.0164934 0.00652947 0.0206152 0.00684727 0.00304921 0.0030927 0.00295089 0.0039494 0.0025655 0.00308407 0.00253935 0.00241258 0.0261203 0.0274821 0.00408555 0.00213174 0.00818856 0.00290846 0.00930114 0.00186642 0.00242093 0.0116513 0.0219693 0.00753294 0.00184218 0.00252866 0.00161642 0.0030649 0.00157184
threshold=186.68586460755003 14.551174033150001 42.006870117350005 14.151141757350002 29.468013272800004 3.5472317755000007 49.283271594150008 185.82794795070004 183.49441567960005 -0.16276499999999997 5.3092490988000014 22.614947116400003 85.732241321850012 22.704946905950003 187.45330412110005 12.909082926650003 22.720542346200002 0.085665000000000033 22.907491544400003 12.510904521150001 0.26941000000000009 0.10957500000000002 97.752337623100019 200.79056394860001 0.096665000000000015 -0.23783499999999999 240.28931515145004 13.251069136700002 12.510904521150001 85.925810307250018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 9 27 -1 29 10 -4 -5 13 14 -2 -14 17 -17 19 -18 21 -20 23 24 -23 -12 -27 28 -7 -9
right_child=12 -3 3 11 -6 6 -8 8 -10 -11 25 -13 15 -15 -16 16 18 -19 20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0010757749630265123 0.080298137468546846 0.05965129885306545 0.069339388494258275 -0.04669091544273863 0.095087050154184241 -0.087367977731346511 -0.10010601847667833 0.0048739121147889702 0.011201251990774451 -0.10004391845529433 -0.10006932234114102 -0.1003147308082762 -0.021306687624592299 9.0187821652883138e-05 -0.1004502950230364 -0.0022677663701697677 -0.013668164898727957 0.01170000275075808 -4.5892195499918155e-05 0.0014848417884428785 -0.005780146435238458 0.020503698468264959 0.00066460751362114562 -0.030404828086321795 0.072984576309124166 0.060312005086228818 -0.071134218628737395 0.077974705690274038 0.094390950210924182 -0.0028906036815308012
leaf_weight=1.8994920226438419 0.010150460711890186 0.048553941869613371 0.0036894496295938337 0.014016546854406897 0.0098247504824175991 0.0019740774939620573 0.0015025939937913799 0.5228145029481045 0.59695735179650466 0.0039414110442087527 0.0032047585832080125 0.023869924069003901 0.090333844345876879 0.60072787041016795 0.049116960825813294 1.032867130008525 0.64668744448317639 0.70701481582727854 35.374127806891792 1.084222968900576 0.54715296593837948 0.044638728242715753 1.0394260314453161 0.043995954918500502 0.070618565368931741 0.0029117387362020955 0.0029424313805117563 0.0078941157941301299 0.0017503189634737737 0.52008214034201006
leaf_count=455 4 39 75 26 20 115 7 8 35 392 91 31 26 105 153 12 40 55 1762 18 57 30 66 23 16 10 36 59 10 258
internal_value=-4.83551e-06 0.00175548 0.000978273 -0.0277309 0.0226864 -0.00117464 0.0348954 0.00160709 0.00471473 -0.029532 -0.00773185 -0.080476 -0.000160911 -0.00615849 -0.0694943 -6.36081e-05 -1.63321e-05 0.00340815 -0.000169693 -0.00417649 1.71451e-05 0.000103876 0.00452368 0.0297114 0.0526589 -0.0391208 -0.00575568 0.0523548 -0.00194847 0.00100183
internal_weight=45.0065 3.66542 3.61687 0.0775221 0.0396356 0.0298109 0.0131211 3.53935 1.63985 0.0166898 0.0127484 0.0378865 41.3411 0.659995 0.0592674 40.6811 40.5908 1.73988 38.8509 1.73091 37.12 36.5728 1.19868 0.159253 0.115257 0.00905893 0.00585417 0.0116185 0.0037244 1.0429
internal_count=4034 1667 1628 872 815 795 191 756 301 604 212 57 2367 262 157 2105 2079 67 2012 58 1954 1897 135 69 46 137 46 184 125 266
is_linear=0
shrinkage=0.1


Tree=353
num_leaves=31
num_cat=0
split_feature=23 12 15 15 9 23 23 10 0 23 23 23 7 19 10 18 15 20 6 10 3 0 4 21 23 7 18 20 12 12
split_gain=0.00530101 0.0197451 0.00206595 0.0020658 0.00213548 0.00126768 0.00117122 0.00369879 0.00322554 0.002382 0.00407771 0.00355747 0.00340946 0.00553456 0.00253093 0.0147694 0.0117806 0.00524717 0.0507364 0.0296463 0.00802284 0.00891308 0.00498094 0.00416796 0.00385431 0.00343078 0.00306326 0.00592998 0.0233428 0.0242945
threshold=-0.50325999999999993 152.73554204000004 39.883592142850006 36.346245650200011 70.962358586000008 -0.27453499999999997 0.41214500000000009 62.068432857650002 87.818484831100008 0.12084500000000002 0.11334500000000002 0.11082500000000002 23.514778597300005 14.151141757350002 61.977025281250008 12.867440043550003 34.884393272300009 40.563919884450009 16.505385645700006 61.901748453550006 93.620177476600006 85.425757095000009 264.72530087330006 4.3143180605000007 0.092075000000000032 18.016810948500005 13.4793103924 39.577821550850011 79.133367176650012 137.49536069020004
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -8 -9 10 11 14 13 -11 17 16 -16 22 -19 20 -20 23 24 -22 -7 -25 27 28 -17 -30
right_child=5 2 -4 -5 -6 6 7 8 -10 12 -12 -13 -14 -15 15 26 -18 18 19 -21 21 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.10035040886388367 -0.0050208292796618146 0.044685120742023271 0.10060033657890764 0.10010671254285766 -0.10003219343936516 -0.0089061356111377974 0.0092538133757088577 -0.0039069961714758321 0.0039780639073508676 0.00045027474904223651 0.0080452624534679863 -0.0077594522301191087 -0.0003248660348397211 -0.013751500592528474 0.091170574298584828 0.00031815864819926577 -0.031874468772259044 -0.0017766933619705674 0.10009085144397312 -0.10131893186043328 0.066073189792505385 -0.10026321956864602 0.0088827829933280783 0.059940123471954612 0.00058332331183968598 -0.070519944795078573 -0.00029508184428394613 0.0011561129156024477 0.09017030382736585 0.011333694602025419
leaf_weight=0.0077278772307688417 0.50404941587893759 0.0029933123233343286 0.017938075587153435 0.0032199725974351168 0.0015464506784326204 0.54721260845978736 0.56310824347019606 1.0168612981142362 1.059166271207644 0.50757421442540651 0.63666881374078244 0.58543540674055705 2.0305292002508644 0.59735609693399283 0.030893287829654947 0.50106631964445014 0.010400702496554004 1.6084075701763394 0.0074308570474385096 0.084617667930501739 0.0099940347317044598 0.0087769084566389211 0.56836430888824896 0.0030097140790985577 1.9650228263883489 0.0061037151999627781 22.890294598013931 9.0503674947234725 0.066878597271056606 0.094070131694479642
leaf_count=67 96 22 1 1 43 113 18 14 55 7 79 51 43 35 103 2 8 84 4 32 47 7 28 52 43 89 2472 343 42 33
internal_value=-4.46174e-06 0.0398042 0.0819517 0.0388419 -0.00461221 -3.40618e-05 2.24871e-05 0.00206562 0.000115874 -0.000106478 0.000108435 -2.44079e-05 -0.00275738 -0.0072276 9.65004e-05 0.000412016 0.0601793 -0.00204527 -0.0064553 -0.0691996 0.00776057 -0.0168444 0.000428926 0.0214736 -0.00148366 -0.0274354 0.000336315 0.0018244 0.0109605 0.0440925
internal_weight=44.9871 0.0334257 0.0256978 0.00775974 0.00453976 44.9537 44.4496 2.63914 2.07603 41.8105 38.675 38.0383 3.13546 1.10493 37.4529 32.644 0.041294 4.80894 1.72834 0.119933 0.0353152 0.0278844 3.0806 0.0191075 2.51224 0.00911343 32.6027 9.71238 0.662015 0.160949
internal_count=4034 134 67 66 65 3900 3804 87 69 3717 3632 3553 85 42 3502 3003 111 499 315 231 199 195 184 188 156 141 2892 420 77 75
is_linear=0
shrinkage=0.1


Tree=354
num_leaves=31
num_cat=0
split_feature=23 12 15 15 9 4 23 22 20 7 12 18 19 23 13 16 5 7 20 18 18 20 15 13 17 23 19 20 7 16
split_gain=0.00475403 0.0177388 0.00198911 0.00190618 0.00188595 0.001147 0.00436139 0.00396579 0.031935 0.0352541 0.0267476 0.0110875 0.00933446 0.00605225 0.0440932 0.0319793 0.0297069 0.0185699 0.00475174 0.0515218 0.00641934 0.00880187 0.00403875 0.021343 0.0106283 0.0049094 0.0037449 0.00550482 0.00424289 0.0473515
threshold=-0.50325999999999993 152.73554204000004 39.883592142850006 36.346245650200011 70.962358586000008 244.52697497700004 0.41214500000000009 -0.098419999999999994 38.478081868400004 24.202871501750003 145.97209859650005 13.059010054600002 14.351157895250003 0.086230000000000015 109.96062599345002 22.624947093000003 21.955793948900006 23.203497038450006 42.899217095850013 14.738651916450001 12.993189857450002 44.262924377150007 39.296024648600003 117.61735474900001 162.57770630285003 -0.27172999999999997 14.551174033150001 43.047778594550003 22.977992916200005 22.624947093000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 9 11 -11 12 -2 14 -10 16 -16 -18 22 20 21 -20 24 -24 -9 -26 28 -28 29 -7
right_child=5 2 -4 -5 -6 26 -8 18 13 10 -12 -13 -14 -15 15 -17 17 -19 19 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.10031702559375483 -0.080229349768156183 0.041038015871184823 0.10054287903667601 0.10009654157117212 -0.10002912628739583 -0.085140573172706638 0.0089349549587086699 -0.10035187590518709 -0.0034144266807432096 -0.10047145465320478 0.065230122175489985 0.097686752537558985 0.071442044123516457 9.8409081013481973e-05 0.10015096151833996 -0.04780292062246419 -0.092215417359978957 0.10025231389456715 -0.10025674007245618 0.0017668442669588826 -0.10075740208770328 0.074176869677709978 0.018507285310574093 -0.0028593994847779945 -0.10028986616146432 -0.00059929503020145474 0.010671753708666774 -0.0030536266510723222 -0.00071353723718641036 0.0011632400667045265
leaf_weight=0.0069946811848317072 0.0069605353813021456 0.0029365429985359617 0.016239846125245094 0.0029138326644897461 0.0013993271523418116 0.072337433053024536 0.58429987522686033 0.010693631566190187 0.53011055717811828 0.022669985637406853 0.017082049653254217 0.081119775685199791 0.0097298260661773384 4.7760055193467963 0.10477780622022692 0.024104691954562441 0.014758502591348588 0.0075915404595434657 0.0062694393996939324 0.52126091371527394 0.061485705256227874 0.0053710081172084756 0.68343379455745834 1.4796489178228283 0.0049413186963133118 17.529105721190732 0.68108779611155401 0.51178038983266561 16.662879354591581 0.52470914352772979
leaf_count=67 99 22 1 1 43 266 36 78 257 64 8 34 7 207 34 18 107 1 37 83 79 26 44 36 7 628 77 19 1603 45
internal_value=-3.77974e-06 0.0394734 0.0811 0.0375465 -0.00448897 -3.05618e-05 0.000391187 0.000198419 0.00255571 0.0501416 -0.029267 0.0824148 0.00818912 0.00135623 0.0101732 0.0578013 0.0778249 -0.0268408 -0.000451207 -0.00926047 -0.0878658 -0.0197715 -0.00018552 0.00389148 -0.000688172 -0.000627389 -0.000635809 0.00478311 -0.00101032 -0.00929322
internal_weight=44.9647 0.0304842 0.0234895 0.0072497 0.00433587 44.9342 26.4814 25.8971 5.59491 0.137562 0.039752 0.0978101 0.0166904 5.45735 0.681343 0.151233 0.127128 0.02235 20.3022 0.594387 0.0731262 0.0116404 19.7078 2.16308 17.5447 17.534 18.4528 1.19287 17.2599 0.597047
internal_count=4034 134 67 66 65 3900 1890 1854 836 212 72 140 106 624 417 160 142 108 1018 225 142 63 793 80 713 635 2010 96 1914 311
is_linear=0
shrinkage=0.1


Tree=355
num_leaves=31
num_cat=0
split_feature=6 16 20 20 20 15 20 10 22 20 10 20 20 20 16 22 23 21 6 19 16 21 5 22 17 22 22 9 6 16
split_gain=0.0010421 0.00555131 0.0231601 0.0278639 0.00470063 0.00517716 0.0229199 0.0859878 0.00410601 0.00863764 0.00392888 0.0130288 0.00385389 0.0035062 0.00349002 0.0050806 0.00344095 0.00575081 0.00281552 0.00371746 0.0153523 0.0629751 0.0191364 0.00699422 0.00260272 0.00248383 0.0265493 0.0155413 0.0190587 0.0128761
threshold=16.455384477450004 22.654947022900004 42.456897412850005 40.316494640950005 39.952536079750011 36.548474543700003 40.890797847750008 61.987779113750001 -0.058374999999999996 41.035283712600005 61.950140699950005 39.861052345600008 38.244973486750006 37.137227079750012 22.654947022900004 -0.081354999999999997 0.11002000000000002 14.169342482300001 16.445384243750002 14.451165964200003 22.634947069650003 11.904919354350001 20.444185446200006 -0.06828999999999999 196.80409074510004 -0.10051499999999999 -0.10423499999999999 193.67618212375001 14.365335643750003 15.454963859600001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 -3 10 6 -6 -8 14 -10 -2 12 13 -12 15 24 17 -16 19 25 21 22 -21 -24 -7 26 27 28 -1 -28
right_child=4 2 -4 -5 5 8 7 -9 9 -11 11 -13 -14 -15 16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.03289038186257378 0.00095030689557869686 0.0025490716858772734 -0.00036740923759977137 0.089300670329940116 -9.0919104951142247e-05 -0.0015826820074246431 -0.0047033504044923366 -0.09924093652770466 -0.00029015015382282821 -0.014043672651637099 0.024296361854206652 0.0020780454077717904 0.024662162150164302 0.080134647890402824 -0.013464410197823386 0.0080786900652753246 0.0020344904225504104 -0.00084142580138914344 0.0042243122163608217 -0.012493039367343179 -0.00053331745905285677 0.037418474074498935 -0.099327610809967284 -0.047159080247574751 0.003153875452107806 -0.00022273383876204186 0.098789331648354572 0.00043724023655669847 0.078435628239209187 0.018657458678634654
leaf_weight=0.021591596097827348 1.9850356970055139 0.077062347831087119 0.54196669329189717 0.071261509072428453 2.0294516872706931 2.6124690334266338 0.53834133292018993 0.11714829240978375 1.5903423083364026 0.64055401145438384 0.018246392575065218 0.51426443830132484 0.11048234643567412 0.029308057513844687 0.56651792904688159 1.0970359105524483 1.0251657772796532 0.99446435098798247 1.5916282700957811 0.054285731341223165 1.5020611287618519 0.099690564406046178 0.086262156520149236 0.036604661748583678 2.0868074899153584 20.968263364517561 0.04084363143329417 3.7863733742798384 0.053436895152673358 0.03939364632788056
leaf_count=627 208 23 24 44 85 58 230 89 24 85 30 3 33 21 63 21 12 5 47 22 12 30 49 18 31 1532 11 422 134 41
internal_value=-2.67016e-06 0.000354751 0.00921498 0.0442285 -0.000651642 -0.00141891 -0.0053418 -0.021599 -0.000426504 -0.00423918 0.00318804 0.00979518 0.0349073 0.0587098 0.000588196 0.00195114 -0.00246657 -0.00542261 0.000138484 -0.000105181 -0.00452158 -0.0261606 -0.061939 -0.0837855 0.000520681 0.00021021 0.00251333 0.00133028 0.0463984 0.0594474
internal_weight=44.9264 28.9707 0.690291 0.148324 15.9556 13.2983 2.68494 0.65549 10.6134 2.2309 2.65734 0.672301 0.158037 0.0475545 8.38246 5.79631 2.58615 1.56098 28.2804 26.6888 1.7789 0.276843 0.177153 0.122867 4.69928 24.9099 3.94164 3.8614 0.0750285 0.0802373
internal_count=4034 3036 91 67 998 703 404 319 299 109 295 87 84 51 190 110 80 68 2945 2898 131 119 89 67 89 2767 1235 1183 761 52
is_linear=0
shrinkage=0.1


Tree=356
num_leaves=31
num_cat=0
split_feature=21 6 6 9 18 16 15 22 22 17 22 9 19 22 20 8 17 23 20 22 22 22 20 15 9 21 22 13 15 15
split_gain=0.00152209 0.0155496 0.0281443 0.0226476 0.0117527 0.00344959 0.00185073 0.00387521 0.0028408 0.0110041 0.00634415 0.00444622 0.00216189 0.00206813 0.0236452 0.0127499 0.0130113 0.0125067 0.0158874 0.0100901 0.00909434 0.00604734 0.00598175 0.00260897 0.00181273 0.00179184 0.00649436 0.00514054 0.00228094 0.00990005
threshold=15.803805445550003 16.475384944750001 16.435384010100005 197.29115675710003 13.091807150500001 17.144959907600004 46.074827201850006 -0.086139999999999994 -0.60024999999999995 188.10488866565001 -0.62218499999999988 213.86028282195005 14.651182102100002 -0.16276499999999997 40.890797847750008 8.1436447804000007 197.20536406400001 0.084360000000000018 35.509685375550013 -0.24468499999999999 -0.58559499999999998 -0.25236500000000001 47.927946529500012 26.809453849000004 199.38481636575003 14.169342482300001 -0.053159999999999992 117.66037007905001 41.492094664050008 42.493282152450007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -6 8 -8 9 10 -1 -11 13 14 17 16 20 19 -19 -10 -16 -20 -22 -24 -17 28 -27 -28 -15 -30
right_child=1 -3 -4 -5 5 -7 7 -9 12 11 -12 -13 -14 25 15 24 -18 18 21 -21 22 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=-0.020349107579608693 0.1001011382407562 -0.0013838006404904872 0.10032582897105076 -0.083759818079467807 0.037592369859986256 -0.10011148241417034 0.0021058435570909663 -0.0097261518350784185 0.069464037598771219 -0.088262316435993901 0.093638974538158684 -0.010629398667889263 0.0059762580442234148 -0.0001603276093402798 0.09622849980326878 0.1002321390008743 -0.10043351734883908 0.077279434648683837 -0.096501815455722451 -0.1002883612244103 -0.10006396577344988 -0.0077892452633620997 0.058054856791773579 -0.037514230876517451 0.05997736518204743 0.00054650238817044396 -0.015140288006533007 -0.0012645683132810376 0.013278572509897453 0.00031409039631689412
leaf_weight=0.0099531035015427705 0.017427379847501423 0.57149408840089677 0.044269939418882132 0.022346733744706526 0.0029262421075850744 0.0048085483950393026 0.52726490211148302 0.58274043023092648 0.017097561644182857 0.020124065797617163 0.0095844204913654307 0.011647048956419326 0.6084462325039216 33.853602903570682 0.014099632282778884 0.026285934553015977 0.0089278774304570874 0.0077163039810681502 0.036360540989440082 0.0044033838392002469 0.0053128391991825721 0.0097431435724075754 0.0085450497594035113 0.0042908781401820315 0.019474351207463769 2.5570418007660192 0.5770393070009614 0.49690708250273019 0.68725956660637066 4.1204528733849202
leaf_count=34 7 38 8 38 83 35 72 103 52 47 19 17 61 2418 11 14 60 27 106 165 193 9 56 20 36 88 52 3 33 129
internal_value=-2.79701e-06 0.0047521 0.0429595 -0.0104958 0.0545706 -0.0480151 -7.41106e-05 -0.00410582 2.96884e-05 -0.0234865 0.0355694 -0.0598027 5.77074e-05 -2.71156e-05 0.0112411 0.0467736 0.00640216 -0.029771 -0.0555266 0.0346988 0.0359793 -0.0777541 -0.0108278 0.0261074 0.0831008 -7.03469e-05 -0.0021943 -0.00872009 0.00012913 0.00216736
internal_weight=44.8876 0.663273 0.0917788 0.0475089 0.0251622 0.00773479 44.2243 1.11001 43.1143 0.0513086 0.0195375 0.0317711 43.063 42.4546 0.162257 0.0869366 0.0411763 0.0753209 0.05382 0.0215009 0.0322484 0.0461037 0.0181488 0.0128359 0.0457603 42.2923 3.63099 1.07395 38.6613 4.80771
internal_count=4034 209 171 163 125 118 3825 175 3650 117 53 64 3533 3472 749 390 340 359 142 217 280 115 269 76 50 2723 143 55 2580 162
is_linear=0
shrinkage=0.1


Tree=357
num_leaves=31
num_cat=0
split_feature=21 6 6 9 18 16 15 22 18 7 7 22 22 20 9 16 18 8 17 5 22 20 20 6 21 15 4 20 8 21
split_gain=0.00126506 0.014019 0.0255882 0.0199224 0.0106595 0.00313588 0.00149544 0.00329194 0.00962799 0.00576998 0.00512898 0.00311972 0.002928 0.0178065 0.0115541 0.0115838 0.0109749 0.0104106 0.0122543 0.00957911 0.00880028 0.00799062 0.00535936 0.00423231 0.00242986 0.00248946 0.00207352 0.0477634 0.0405099 0.022617
threshold=15.803805445550003 16.475384944750001 16.435384010100005 197.29115675710003 13.091807150500001 17.144959907600004 46.074827201850006 -0.60611000000000004 13.4793103924 25.271514403800001 25.603371256250004 -0.086139999999999994 -0.16276499999999997 40.890797847750008 201.61239113610003 15.484963789400002 13.276755824150003 8.1436447804000007 197.20536406400001 21.788492303450003 -0.58559499999999998 39.577821550850011 47.927946529500012 13.835323260100003 7.515317457250001 25.186533201700005 313.22340827140005 42.660927378600007 8.543332867800002 13.656939542650003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -6 7 8 -1 -10 -11 -8 13 14 16 23 19 18 20 -9 -15 -17 -22 -16 -24 -26 -14 29 -29 -28
right_child=1 -3 -4 -5 5 -7 11 12 9 10 -12 -13 26 17 15 21 -18 -19 -20 -21 22 -23 24 -25 25 -27 27 28 -30 -31
leaf_value=0.052722198195428151 0.10009151039587588 -0.0012444314988799452 0.10029476420870671 -0.080893191940064252 0.034319659350200066 -0.10010086411327057 0.0018980072653284462 0.079288147106787332 -0.096783380871172067 0.070963544269044873 -0.058848301230456437 -0.008710178133891076 -8.8152727836358544e-05 0.095733871520179634 0.012667757785401634 -0.017567505878663587 -0.10036024000019855 0.080681377385313682 -0.10039227794750252 -0.1002933127952349 -0.10005788142523298 0.085583525768266763 0.086588885941666041 -0.10020319652741404 0.046663499631531227 -0.062600630036930408 0.070011683075500569 -0.08278603173213224 0.001974541608750411 -0.077010011927331201
leaf_weight=0.010678482198241634 0.015770385041834589 0.57192944126279599 0.040068873902782798 0.020900873133117059 0.0028869482902607038 0.0043513925484957028 0.52653970212864465 0.0081676879684058346 0.016700010360068518 0.0050425237015225832 0.0076784938472638231 0.58548804165999857 42.178530916348279 0.014274340129048824 0.005145590567231296 0.011927027490855835 0.024262342024580996 0.04260192010224273 0.0080814275202274466 0.0046678559013670915 0.0048075330921140127 0.020277933006582316 0.0041616313215513409 0.0093744597281784081 0.0042490606789744589 0.0040946348940451571 0.12757085535349788 0.063385648099097969 0.51062467415522406 0.011398265296975296
leaf_count=19 7 38 8 38 83 35 72 12 26 10 49 103 2251 14 41 29 104 50 60 151 193 22 17 14 27 32 286 211 8 24
internal_value=-1.85456e-06 0.00435765 0.0425102 -0.01022 0.0539788 -0.0464884 -6.65334e-05 2.68902e-05 -0.0286119 -0.0581324 -0.00739178 -0.00368725 5.35615e-05 0.0133052 -0.0191328 0.0139489 -0.0607994 0.0463553 0.00949097 0.0139804 0.037604 0.0473818 -0.0103236 -0.0602042 0.0241737 -0.00695743 2.24568e-06 0.00535005 -0.00738523 0.0579529
internal_weight=44.8656 0.655908 0.0839785 0.0439096 0.0230087 0.00723834 44.2097 43.0977 0.0400995 0.029421 0.012721 1.11203 43.0576 0.166093 0.0838229 0.046725 0.0370979 0.0822705 0.0396686 0.0128355 0.0315872 0.032205 0.0173129 0.0145201 0.0125053 0.0083437 42.8915 0.712979 0.57401 0.138969
internal_count=4034 209 171 163 125 118 3825 3650 104 85 59 175 3546 766 373 106 267 393 343 163 283 51 269 55 76 59 2780 529 219 310
is_linear=0
shrinkage=0.1


Tree=358
num_leaves=31
num_cat=0
split_feature=6 20 22 7 21 21 9 2 12 23 2 18 7 6 21 20 18 16 18 0 15 6 15 15 20 18 6 18 18 21
split_gain=0.00119718 0.00434937 0.00640016 0.0211916 0.0929224 0.0238426 0.0203526 0.00495146 0.00527908 0.00346719 0.00328617 0.0262318 0.0109911 0.0243178 0.0142566 0.0182435 0.0130051 0.0134024 0.00843543 0.0194265 0.0070431 0.00538576 0.00427282 0.0131223 0.00383227 0.0163587 0.0449552 0.0410413 0.00942676 0.014464
threshold=16.465384711100004 40.563919884450009 -0.059424999999999999 23.203497038450006 4.8799967471500016 4.797392351550001 194.56033515110002 216.11743889730002 217.64277969395002 0.081155000000000019 188.47750099235003 13.342238590850002 24.786990758350004 13.65531905435 7.515317457250001 41.605323437500005 17.399600107550004 22.644947046300004 14.908142003500002 96.851704149400021 39.540459766400012 8.5652001245500013 42.008841458800006 36.742238227650013 41.898943182100005 13.376114027300002 16.425383776450001 13.142272494650003 13.036600629150001 15.803805445550003
decision_type=2 2 2 2 2 2 2 2 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 9 7 4 5 6 -4 8 -3 -2 24 -12 22 16 15 18 17 -14 -15 -20 -17 -18 23 -13 -1 26 27 28 29 -26
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11 11 12 13 14 -16 20 21 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00090054206475427578 0.0088873686468433875 -0.00070188518191355732 -0.100603453272117 -0.0037137493564814508 -0.095500586269483156 0.10089131972261843 0.0686967688564563 0.00815492274808465 -0.010769205449737869 0.00068277537112538308 0.079049886663323854 -0.0021763973260928719 -0.10028119957315935 0.098335034103188834 0.075836511195295511 -0.10035487831224232 -0.1000543399754986 0.10007330139679814 -0.10017608468766828 0.085451817313880546 0.00088728586758364677 0.057026203040666537 -0.0020180927759802071 0.016117565615820669 -0.076475533623806075 0.0010828976099277984 0.09502546317689857 0.068638678959919375 -0.10071745195113867 0.10004782241310087
leaf_weight=17.414865310890676 0.57978967423028294 6.7662459041105754 0.014645855159080123 1.5768467176862087 0.11318722038956963 0.040598549255946637 0.013783338294160785 0.57563680332559375 0.56431234430635857 4.6140161424867756 0.044876840195835377 1.034875683034761 0.026977028848953366 0.021420940560346935 0.075254213523294311 0.013948852293992786 0.0025698831298472937 0.0038103453989606342 0.0093624072851525852 0.014171335324135725 0.013542492790293181 0.014489151979532267 2.1122974584758936 0.6312771084740233 0.013217550667205979 8.3869302594893487 0.067923938080639346 0.036975570162667282 0.033559743020987298 0.0071542393416166297
leaf_count=1117 154 246 39 38 144 11 15 113 20 183 40 177 209 21 48 40 285 5 46 9 8 70 90 56 93 667 26 34 25 5
internal_value=-1.2768e-06 -0.000735233 -0.0019894 -0.00744486 -0.0397331 0.0517109 -0.0185216 -0.000775601 -0.00147688 0.00159866 0.000362502 0.00302346 0.00216492 0.0252823 0.0453534 0.0136886 -0.0366766 -0.0754847 0.0529312 0.0116036 -0.050482 0.0333626 0.000968529 0.00475488 -4.94317e-05 0.00168499 0.033478 -0.0125089 -0.0681439 -0.0144834
internal_weight=44.8386 14.8591 9.66526 1.75906 0.182215 0.0690277 0.0284292 7.9062 7.33056 5.19381 29.9795 4.01887 3.974 0.195547 0.1477 0.072446 0.0478464 0.0307874 0.0449547 0.0235337 0.0274913 0.017059 3.77845 1.66615 25.9606 8.54576 0.158831 0.0909071 0.0539315 0.0203718
internal_count=4034 963 626 247 209 65 54 379 266 337 3071 1104 1064 741 172 124 569 214 76 55 48 355 323 233 1967 850 183 157 123 98
is_linear=0
shrinkage=0.1


Tree=359
num_leaves=31
num_cat=0
split_feature=21 6 6 9 18 16 21 17 2 21 22 15 19 20 20 9 8 6 20 20 20 9 9 22 21 16 4 15 7 2
split_gain=0.00116661 0.011968 0.0227832 0.0163359 0.00974675 0.00270861 0.00127598 0.00108326 0.00517475 0.0320297 0.0281368 0.0326295 0.0174542 0.00901037 0.0127486 0.004525 0.0336409 0.0349916 0.00629652 0.0102837 0.00427206 0.00394884 0.0110594 0.0409559 0.0478545 0.00319653 0.0155865 0.0102562 0.0513426 0.029613
threshold=15.803805445550003 16.475384944750001 16.435384010100005 197.29115675710003 13.091807150500001 17.144959907600004 16.359396914950004 187.51563899930002 112.15964652650003 12.263428102400001 -0.11572 42.493282152450007 10.550851274900003 40.098777110850008 41.535369675400013 188.96048214565005 8.1436447804000007 16.405383309150004 41.436838994450007 41.685324604100011 42.094663496250007 192.31210988165003 189.78071820640002 -0.092479999999999993 5.7087410616000005 15.584963555600002 147.84286409485003 26.809453849000004 25.987500066900001 62.922191810850009
decision_type=2 2 2 2 2 2 2 2 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 6 -6 8 -1 10 13 12 -12 -10 -15 16 -9 -18 -19 -20 -16 22 -17 -24 -25 -23 -27 28 -28 -29
right_child=1 -3 -4 -5 5 -7 -8 15 9 -11 11 -13 -14 14 20 21 17 18 19 -21 -22 25 23 24 -26 26 27 29 -30 -31
leaf_value=0.00016658584294953894 0.10008244905897164 -0.00067992810401347481 0.1002531841088392 -0.078236441172916518 0.09904909098532419 -0.10009388439868797 -0.036093065724757588 0.00091846820566459601 0.086088205334634849 -0.0013474324332828807 0.073436472660109248 0.015171132874033159 -0.096980818799403457 -0.091377992395273389 0.099852488085914709 1.5908480273567224e-05 -0.033113176694206402 0.099132797388024552 0.10022289175555706 0.0071841085713540854 0.0042254353182366935 0.0033999302123361025 -0.094444962649818026 -0.070072686093458458 0.054794309857513858 -0.065097801161056457 -0.092185918020471047 0.073624077636328722 -0.0023667396586160875 2.8365971729964506e-05
leaf_weight=8.7201526820771083 0.01359667407814491 0.57336556075026124 0.035251732799224555 0.018663060000271514 0.0013367289354775371 0.0039585648111248872 0.0014636369565383944 1.5808771979463383 0.016229440767112968 1.9900620418672232 0.006340322609154291 0.040869849481310894 0.11534522111239554 0.011140836207285787 0.0078347719113338599 0.53447820111441302 0.037396969009932834 0.064019582234323025 0.022513801115565002 0.025152985367867586 0.011571603508271799 2.7092048509074109 0.062422892401798435 0.051452541641992866 0.076067619188506796 0.036955253293856738 0.072067011323954655 0.05478303131531248 0.5443458574682154 27.358631293065571
leaf_count=623 7 38 8 38 13 35 70 541 156 102 105 25 232 67 10 25 18 11 20 23 180 308 29 24 24 17 86 12 93 1094
internal_value=-7.83374e-07 0.00421264 0.0419831 -0.0106615 0.0512947 -0.0468496 0.0284158 -6.25901e-05 -0.000926695 -0.00526133 -0.0424697 -0.0621365 -0.0881014 0.0258751 -0.00611548 0.000221356 0.00520081 0.0506107 0.0786447 0.0511278 0.0428321 -5.21089e-05 -0.00734983 -0.0280762 0.00441228 0.000119669 -0.000196966 -0.000111399 -0.0128678 0.00017544
internal_weight=44.7976 0.647636 0.0742704 0.0390187 0.0203556 0.00675893 0.00280037 44.1499 10.9195 2.19939 0.209332 0.162555 0.121686 0.0467767 0.0305472 33.2304 1.72996 0.149083 0.111686 0.0476668 0.0194064 31.5004 0.724421 0.189943 0.12752 30.776 28.0668 28.0298 0.616413 27.4134
internal_count=4034 209 171 163 125 118 83 3825 1500 877 775 362 337 413 257 2325 613 72 54 43 190 1712 102 77 48 1610 1302 1285 179 1106
is_linear=0
shrinkage=0.1


Tree=360
num_leaves=31
num_cat=0
split_feature=6 20 20 9 19 0 7 18 20 0 16 22 9 6 8 20 7 2 22 16 15 0 8 21 23 19 15 6 21 16
split_gain=0.0010071 0.00410309 0.0486608 0.0290529 0.0246085 0.0121223 0.00415678 0.00307164 0.00629973 0.00298841 0.00270928 0.0135917 0.00456885 0.0119893 0.016931 0.00543632 0.00458477 0.0151663 0.0695189 0.00429233 0.00414398 0.00406459 0.00320396 0.00269572 0.00762766 0.00428091 0.00524469 0.00375049 0.0242687 0.0682673
threshold=16.465384711100004 42.141702038450013 42.824128352900011 187.45330412110005 14.251149826300002 86.20003303655001 19.078733418100004 13.777522434500002 41.147265497500008 87.170566421650008 22.644947046300004 -0.078504999999999991 185.44496129890004 16.455384477450004 8.0437227585500022 42.402981339000007 22.792619241600004 71.340832650850004 -0.099639999999999992 19.124955277500003 27.201366220250005 86.054856297550018 3.1475436881500003 11.507908610950002 0.090735000000000024 14.451165964200003 42.493282152450007 14.745344522600002 3.2025200283000004 20.404952284350003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 7 3 -3 5 6 -4 9 -9 -2 12 -12 13 14 15 -1 17 -14 -19 20 22 -20 -17 25 -25 26 27 -18 29 -29
right_child=1 2 4 -5 -6 -7 -8 8 -10 -11 11 -13 16 -15 -16 19 23 18 21 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.1000496705540867 -0.00018233248241045973 0.034558957849778825 0.02504177285723835 -0.10074589956325289 -0.0034734270997699547 0.099541890556140822 -0.10015073168339537 0.0022402540944838558 -0.012681887110462031 0.0074329078320731629 -0.0013914618359608089 0.015614502592720229 0.00046321597036300534 -0.10098623128857104 0.097711732356497605 -0.040992243163853991 -0.00053337447272099904 0.063857857717416616 -0.093335964566527541 -0.067771258232586715 0.097489089535565843 -0.057216204854063868 0.069604452473673695 0.012823366430092541 0.00077817316446676503 -0.008296783727912432 -0.0091779881959246964 0.007158344089176605 -0.00020031188174550463 0.092419742781554154
leaf_weight=0.0056046521904716809 12.452196439647402 0.0198932792419243 0.0079978178220905249 0.078456577428923424 0.56219520436468429 0.036417175346286967 0.0039679889807722199 0.5599696135777783 0.57182495105917042 0.53756175379385318 1.5786162611541956 0.66919574399798776 0.53992779226973908 0.0065711729403119526 0.027661122847348452 0.0075503383274990732 15.634498044869845 0.052200728784555395 0.056394482009181957 0.0054985756091241447 0.0064366075192339159 0.069611664628610015 0.0040108835737200366 0.61482722096722398 3.6279280142237269 0.63821370798876742 0.60406066950167669 0.71673990167596358 4.9406402598451677 0.10806858992145862
leaf_count=440 529 32 120 64 80 3 51 41 28 15 57 67 17 6 19 487 1038 18 18 20 25 35 105 91 130 91 63 91 168 85
internal_value=-1.41558e-06 -0.000675208 -0.00809887 -0.0733777 0.00241603 0.0708496 -0.0164734 -0.000302526 -0.00529897 0.000132813 0.000332628 0.00367138 6.13645e-05 0.0268894 0.0416932 -0.0115535 -1.90542e-07 -0.00788573 -0.0331812 0.00955566 0.0331801 -0.0733817 -0.00262342 0.000210443 0.00252367 -0.000223015 1.11602e-05 0.000270544 0.00245058 0.0183295
internal_weight=44.7447 14.8305 0.708928 0.0983499 0.610578 0.048383 0.0119658 14.1216 1.13179 12.9898 29.9143 2.24781 27.6664 0.0633334 0.0567622 0.0291011 27.6031 0.718135 0.178207 0.0234964 0.0179978 0.126006 0.0115612 26.885 4.24276 22.6422 22.004 21.3999 5.76545 0.824808
internal_count=4034 963 350 96 254 174 171 613 69 544 3071 124 2947 1102 1096 1077 1845 88 71 637 617 53 592 1757 221 1536 1445 1382 344 176
is_linear=0
shrinkage=0.1


Tree=361
num_leaves=31
num_cat=0
split_feature=19 22 23 18 9 9 16 21 6 22 12 7 0 23 12 23 4 20 17 2 23 17 22 22 22 17 18 18 19 17
split_gain=0.00103638 0.00492602 0.000945934 0.00740147 0.0348949 0.0104703 0.0362136 0.00563635 0.00633932 0.0427434 0.0111708 0.0031093 0.0055003 0.00238306 0.00461161 0.00142204 0.059746 0.00283004 0.0259835 0.0374078 0.0135892 0.00565889 0.00861035 0.00228688 0.0300915 0.00228716 0.00146927 0.0033806 0.0022398 0.0025868
threshold=14.651182102100002 -0.086139999999999994 0.049900000000000007 14.420596409350003 202.49517884540003 201.14010537530001 18.734956189500004 5.0168062700000009 14.825346391850003 -0.10946499999999999 93.660658182900008 23.109894804950002 85.812895065800021 -0.096414999999999987 172.63877719270002 0.079605000000000023 179.18761409460004 43.631818398850008 193.82841840970002 118.06771887965002 0.096515000000000031 191.75825325995004 -0.11347 0.033995000000000011 -0.078649999999999984 208.33805927010005 15.625782642300001 15.434608724000002 11.450923895500003 203.30705351230003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 8 -1 -10 -11 12 -9 14 -6 16 -4 26 19 20 -19 22 -21 24 -18 -26 27 -17 -28 -30
right_child=1 -3 15 4 13 -7 -8 11 9 10 -12 -13 -14 -15 -16 17 23 18 -20 21 -22 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=6.1229245509366166e-05 -0.0040229153082770334 0.0092230296043415878 0.099794637752272139 -0.10245017942947232 -0.10020353409381969 0.00035709789350631241 0.066087396610800694 -0.0012046387253210279 0.0015787169825985702 0.017920374276985236 0.095750126435304617 0.00030325534282932384 -0.013581833453928317 -0.10075814556442297 0.016655219276335696 -0.0002908284356527093 -0.0014950003631669221 -0.098174587832960208 0.00010574420109005125 0.07033400170879707 0.10004826095313391 0.098584788589605926 -0.10009873936575052 -0.0023422998461458183 0.099365376556006246 0.045423480048772148 -0.0043382303667564874 -0.0080895544732760942 0.0054853204467174566 -0.00018427707718594877
leaf_weight=1.0445837654477808 0.53004559194209833 0.59695372099426325 0.061438396617664703 0.037377499314544482 0.0083333559666556312 0.50284753472806187 0.019348690276615343 1.0076273559588815 0.51504521702389983 0.025189800807538631 0.06883490918374946 2.0507053459855697 0.55779282080523884 0.040080668027457023 0.0056778831785404557 30.126145465923219 0.5155261604120982 0.018409328435595396 1.0459218467485891 0.014334652825337191 0.0042585070477798572 0.062863801964013533 0.0037370247171077944 1.4843674929615513 0.032008395905719689 0.010419025223399103 0.5337344558405327 0.56628408208834358 1.6127469104617271 1.6062506547414308
leaf_count=31 22 55 26 186 23 5 9 210 205 12 80 37 92 25 25 1290 367 216 99 32 3 15 82 59 79 22 257 69 103 298
internal_value=-7.63559e-07 0.00299325 -7.81869e-05 -0.00125748 -0.0116513 -0.00423726 -0.0449638 -4.71286e-05 0.00478905 0.0128975 0.0748991 -0.00225871 -0.0056149 -0.0883481 -0.052848 0.000105861 0.00263218 -4.34521e-05 0.00483755 0.0526072 -0.0609353 0.0844074 0.0350904 -0.000290724 0.00516725 0.0861187 -0.000206344 -0.000434717 0.00166145 0.00265624
internal_weight=44.7089 1.127 43.5819 5.88344 0.613666 0.559574 0.0567262 5.26978 1.65365 0.60907 0.0940247 3.61613 1.56542 0.0540919 0.0140112 37.6984 2.10376 35.5947 1.14953 0.103603 0.0226678 0.0809355 0.0180717 2.04232 0.557954 0.0424274 34.4452 30.6924 3.75273 3.219
internal_count=4034 77 3957 940 273 200 195 667 328 297 92 339 302 73 48 3017 553 2464 447 348 219 129 114 527 468 101 2017 1359 658 401
is_linear=0
shrinkage=0.1


Tree=362
num_leaves=31
num_cat=0
split_feature=18 21 6 6 9 18 16 15 22 19 21 22 13 17 2 10 23 7 6 7 6 16 2 23 17 2 18 20 15 6
split_gain=0.00130262 0.00100548 0.0110625 0.0198814 0.0137525 0.00845291 0.00249385 0.00136498 0.00280552 0.0021015 0.00132132 0.00517018 0.00460969 0.00414797 0.0019599 0.0166057 0.0305402 0.017288 0.0195385 0.00992622 0.00934195 0.0168505 0.00878869 0.00833672 0.00805677 0.0203902 0.00569699 0.00422097 0.0036294 0.00361233
threshold=11.051189286700001 15.803805445550003 16.475384944750001 16.435384010100005 197.29115675710003 13.091807150500001 17.144959907600004 46.074827201850006 -0.086139999999999994 14.651182102100002 14.169342482300001 -0.053159999999999992 117.66037007905001 190.4716172434 189.28685862455004 61.923256118600001 0.095750000000000016 24.487155730000001 13.65531905435 26.064266158200002 13.78532209185 18.634956423400002 185.72519583365002 0.085820000000000021 207.44645461240003 299.83938387060005 13.712081531300003 38.903925214650009 27.437241680050004 8.5652001245500013
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -7 9 -9 10 14 13 -13 -12 22 16 23 26 19 -19 -20 28 -2 -16 -23 -26 -17 -21 -22 -29
right_child=1 2 -4 -5 -6 6 -8 8 -10 -11 11 12 -14 -15 15 17 -18 18 20 27 21 24 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.10008486280996037 7.8123668284923938e-05 0.10007463753901208 -0.00053786441794084229 0.10022981858834656 -0.073942687208600338 0.029564395285252232 -0.10008446063082024 0.0017852817833255209 -0.0082777356919877688 0.005871294330869776 -0.0015496967831751425 -0.013888173622281147 -0.00071020022673770177 0.008234591892337521 0.024888606296749716 0.0015571830172861146 0.098689242289522874 -0.096893083785140485 0.10012460117700575 -0.10007438494821855 0.019708460018388455 0.075292942181501316 -0.012212083153750306 -0.10013460436869966 -0.058576554297008476 0.085551566518845892 -0.0089555326980989246 -0.10005417763181948 -0.10010389399804678 0.0392642961689042
leaf_weight=0.0013003545272159958 33.618886205871007 0.011998629081062862 0.57354797921597367 0.031473614042624831 0.016963243896286784 0.0025875054659651999 0.0034777808651611508 0.52613965106017702 0.58519614497194428 0.60844003738691199 2.0045238883344734 0.56746213439382021 0.49874571670079604 0.55277272723179294 0.0094367881510509788 3.6456907389036775 0.044930300209671259 0.014384393609819912 0.028941226133611053 0.0031030885699319102 0.0033993124379776427 0.055883482375065796 0.5920901040710892 0.01226613159030876 0.018916823522886261 0.02040231809951365 0.60037513387988495 0.0020715034504272803 0.0098675078839960406 0.018323478014281136
leaf_count=52 2348 7 36 8 38 83 35 72 103 64 45 51 3 61 88 69 10 69 12 104 4 42 48 31 25 35 114 228 74 75
internal_value=7.90183e-07 3.7029e-06 0.00393873 0.0425479 -0.00928203 0.0514387 -0.0447751 -5.34833e-05 -0.0035136 3.60874e-05 -4.78012e-05 -0.00187381 -0.00772384 0.000565227 0.000123174 0.002088 0.051637 0.00134126 0.0321168 -0.0314682 0.0496464 0.0361781 -0.000134583 -0.0457724 0.0508915 0.0162101 7.0731e-05 0.00858182 -0.0694048 0.0251138
internal_weight=44.6836 44.6823 0.640049 0.0665008 0.0350272 0.0180639 0.00606529 44.0422 1.11134 42.9309 42.3225 3.6235 1.06621 2.5573 38.699 4.48799 0.0666332 4.42136 0.175293 0.0378825 0.137411 0.108469 34.211 0.0217029 0.0952026 0.0393191 4.24607 0.0234981 0.0132668 0.020395
internal_count=4034 3982 207 171 163 125 118 3775 175 3600 3536 160 54 106 3376 980 129 851 668 476 192 180 2396 119 102 60 183 407 78 303
is_linear=0
shrinkage=0.1


Tree=363
num_leaves=31
num_cat=0
split_feature=22 22 5 0 2 18 17 15 6 7 20 2 15 13 12 21 16 18 0 13 22 0 19 17 10 10 16 21 3 20
split_gain=0.000929925 0.0349988 0.0593139 0.0540949 0.0125808 0.0442791 0.0151163 0.00925709 0.00851172 0.00663534 0.00538008 0.0040752 0.0124597 0.0305734 0.0276606 0.0239591 0.0186891 0.0188764 0.0107069 0.0101094 0.00985767 0.00676677 0.00357285 0.00350406 0.0032071 0.00418765 0.00473991 0.00315359 0.00815454 0.06602
threshold=-0.067109999999999989 -0.054619999999999995 18.066672237450003 85.963448721100022 71.340832650850004 13.552878921100001 188.83172615260003 33.593648142250011 16.355382140900002 24.545313225450005 41.092444989200011 138.63208387490002 35.965617804200001 117.20333219690001 179.90801194620005 10.959760372700002 20.084953032650002 17.323446153950005 90.533827542850005 102.94912718925001 -0.59681499999999998 103.65888013570002 11.750948102400001 200.68028944555002 75.499969677400017 75.408562100950022 19.254954973500002 15.803805445550003 93.394346993650018 40.80591513400001
decision_type=2 2 2 2 2 2 2 2 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 9 -4 5 6 7 -1 -5 -2 -7 -6 13 14 18 16 17 20 -13 22 -16 -19 23 -17 25 26 -21 28 -3 -30
right_child=1 27 3 8 11 10 -8 -9 -10 -11 -12 12 -14 -15 15 19 -18 21 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.019417663749465072 -0.10089766510805831 0.00034410726770214362 -0.03218430179781865 0.052030311473251462 0.0011207801713689679 -0.10078760257293817 0.072144127356985152 -0.075383895349070779 0.098034929204248833 -0.02591369586419049 -0.034973526008022365 0.058799356619176318 -0.0010156644378385652 -0.10226202751315594 -0.0033961942911590218 -0.10012928691603447 0.04433288734006581 0.074038120094131785 -0.091979932578806406 -0.081675645722656426 -0.094455198977174568 -0.10004715759133487 -0.10006488949862254 0.097556726367653279 0.10012040764311009 0.10014222141525607 0.07353274174184983 0.0073989777747244627 -0.00028035867000255195 -0.075537660122066863
leaf_weight=0.027333231430623495 0.025576966685259772 17.904144638145631 0.053291009452777871 0.060681566453695268 11.659390084348274 0.055660526837243651 0.034533729281974956 0.016528791689779609 0.11925535963382572 0.021910859499001845 0.015988789997891217 0.0052949553481021474 12.574565261799441 0.041129800470912414 0.016316023778032596 0.0013522130680383437 0.035676364219398238 0.014957019435314578 0.042596857343025818 0.004036461583439177 0.043811293433617504 0.0026246584764277872 0.0043232108387321055 0.0026613934022783337 0.032372723242588108 0.0070350269088521608 0.0038389506867133605 0.56113864924412382 1.1472356247667779 0.12975139178400841
leaf_count=36 10 950 23 36 995 59 11 15 25 32 33 46 384 55 30 96 20 35 138 32 234 204 112 33 9 2 20 56 78 225
internal_value=1.97222e-06 0.000508163 0.0355694 0.0563112 -0.000409335 -0.0292774 0.0226562 -0.016307 0.0825204 -0.0663001 -0.086101 -0.000232481 -0.00146202 -0.0232146 -0.00822499 0.0107851 -0.0155856 -0.0430943 -0.0753097 0.0645437 -0.0697456 0.04805 -0.0369878 0.0309549 0.0824454 0.0440705 -0.00601772 9.62628e-06 -0.000206547 -0.00792706
internal_weight=44.665 20.023 0.280716 0.233228 24.642 0.150045 0.0783958 0.043862 0.179937 0.0474878 0.0716493 24.492 12.8326 0.258027 0.216897 0.169005 0.113385 0.077709 0.0478918 0.05562 0.0601273 0.0175817 0.00833682 0.00401361 0.0472832 0.0149104 0.00787541 19.7423 19.1811 1.27699
internal_count=4034 1435 126 84 2599 154 62 51 61 42 92 2445 1450 1066 1011 827 523 503 184 304 264 239 241 129 63 54 52 1309 1253 303
is_linear=0
shrinkage=0.1


Tree=364
num_leaves=31
num_cat=0
split_feature=9 9 4 14 23 20 22 23 23 4 9 15 22 2 22 6 15 22 20 20 22 6 12 23 21 4 21 18 10 2
split_gain=0.000910032 0.0132178 0.00544305 0.00911064 0.00378234 0.00239017 0.0233158 0.0289566 0.00235478 0.00226781 0.00304813 0.0183411 0.023105 0.0115485 0.0109949 0.00857219 0.00673555 0.0117179 0.00427085 0.00694458 0.00419538 0.0599616 0.0418531 0.0171923 0.00579877 0.00282644 0.0215036 0.00827305 0.00774385 0.00256317
threshold=203.06170522940002 202.37225149245003 143.78867033265001 157.58516208295003 1.0000000180025095e-35 36.620308449100001 -0.093879999999999991 0.085820000000000021 0.081280000000000019 161.32746469610001 207.30588428080003 24.545953118950006 0.059320000000000012 172.77856529855003 0.15607500000000005 13.245309474550002 18.738366799200005 -0.13734499999999997 42.599563320500003 43.182896969600009 -0.083424999999999985 16.485385178400005 131.28785145870003 0.082455000000000014 4.5829628528000006 271.38025028115004 4.6887961308500001 14.908142003500002 75.499969677400017 247.80701080120002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -4 -5 6 7 -1 -8 -6 20 12 13 16 -14 29 17 -12 25 -20 21 22 23 -11 -24 -13 -27 -28 -29 -15
right_child=2 -3 3 4 9 -7 8 -9 -10 10 11 18 14 15 -16 -17 -18 -19 19 -21 -22 -23 24 -25 -26 26 27 28 -30 -31
leaf_value=-0.086787856449686354 0.045777127027097762 -0.014429528138752765 -0.10030194770312598 -0.007486497911769828 0.0072882264664000471 -0.00018687289037598663 0.005685770268196731 0.090610616852031103 -0.0034875441514824372 0.063444324172217584 0.098844289000069863 0.00048253841693634441 0.072220939879641607 -0.10013021208933957 -0.029511222515050829 0.07471851094624897 -0.10052085250949627 -0.10023433400394949 -0.013684242108652354 0.00025574347987196753 0.0010349074051477565 -0.00150727270299856 0.05173560747769488 -0.10045626135718955 0.095687217689594331 0.0012902090855133534 0.093041295301140539 -0.021426537334397464 0.079594198014935211 0.0097946732541215054
leaf_weight=0.011001129707517765 0.026678674690628124 0.64900914403200616 0.008948860390772917 0.55245612187616089 0.54255270885550899 28.208890123383746 0.54320747417635884 0.056239860246952489 0.57715100988879375 0.0094411004101856433 0.0050073596933657427 5.2043169711660084 0.021755391247779698 0.0062178157048506932 0.020762478506753723 0.0087639732664683834 0.056829869282182699 0.00721942106324025 0.54898145057242675 1.0239148332815657 4.6574065916475984 1.042468201707379 0.041959875358571708 0.019867706398116525 0.10547724784554191 0.58331198455243782 0.036639263197258742 0.01735195054061478 0.013485444176694728 0.0032195782536383888
leaf_count=184 22 56 10 86 56 2270 62 77 125 2 26 142 18 68 23 9 74 76 56 43 142 14 42 66 24 152 22 31 18 38
internal_value=9.59797e-07 -0.000313508 0.000649659 0.000566848 0.000628975 -1.85735e-06 0.00439279 0.0615869 0.000960151 0.000949749 0.000693767 -0.000634466 -0.037904 -0.0673577 0.0225427 0.00350383 -0.0860348 -0.0187036 1.66771e-05 -0.00460967 0.00240197 0.00762418 0.0614826 -0.0476598 0.0831788 0.00125948 0.00747267 0.0609179 0.0227507 -0.0626292
internal_weight=44.6105 30.0455 14.565 14.5384 14.5294 29.3965 1.1876 0.067241 1.12036 13.977 13.4344 7.55778 0.129776 0.087258 0.0425179 0.0182014 0.0690567 0.0122268 7.428 1.5729 5.87662 1.21921 0.176746 0.0293088 0.147437 5.85511 0.650789 0.0674767 0.0308374 0.00943739
internal_count=4034 2774 1260 1238 1228 2718 448 261 187 1142 1086 796 332 291 41 115 176 102 464 99 290 148 134 68 66 365 223 71 49 106
is_linear=0
shrinkage=0.1


Tree=365
num_leaves=31
num_cat=0
split_feature=8 22 7 0 19 18 0 0 9 6 6 23 21 2 10 10 21 20 0 9 2 21 15 6 8 9 19 23 18 7
split_gain=0.000942301 0.00842099 0.01982 0.00890867 0.00561988 0.00117313 0.00343017 0.0374176 0.00683873 0.0210353 0.00233293 0.0169464 0.0130874 0.00302984 0.00134869 0.00185698 0.00617844 0.0124973 0.00299931 0.00143925 0.0209679 0.00792229 0.00616613 0.00460522 0.0026848 0.00241189 0.00304649 0.00196435 0.00148206 0.00345272
threshold=8.8430989333000021 -0.090495000000000006 22.649177329550003 88.17067284620002 14.351157895250003 12.909082926650003 85.764502819450016 85.732241321850012 186.68586460755003 16.585387514950003 16.555386813950005 -0.24663499999999999 3.7971372085500001 80.683647763550013 61.901748453550006 61.987779113750001 10.959760372700002 40.206947806850003 85.812895065800021 185.90443620030001 118.06771887965002 4.8799967471500016 33.423812040500003 14.935348962050002 6.6448144527000013 188.96048214565005 13.051052998800001 0.091935000000000031 13.012604996900002 22.938075114600004
decision_type=2 2 2 2 2 2 2 2 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 10 7 8 -7 -10 11 -1 -13 -14 -8 16 17 -16 -17 20 22 24 23 -20 27 26 -21 -22 -27 -30
right_child=1 2 3 -5 -6 6 14 -9 9 -11 -12 12 13 -15 15 18 -18 -19 19 25 21 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-0.00099121537980672355 0.00041344264437007203 0.089136805215612375 -0.10041847065590631 -0.016267218764209036 -0.0053973263919771357 0.0034740768489277779 0.0029444597301421208 0.087085730083383203 -0.1004156558435349 0.0272013343580528 -0.00038144993713755751 0.015544429112587611 -0.039858582870798062 -0.092561395724225906 0.0033041255649237052 0.0075581958874909637 0.00055906684001525418 -0.017516491627192127 -0.06042855295446984 -0.00086610173788151011 -0.1000100460914192 -0.001936701815952241 -0.10010248753370406 0.10003477092736744 0.094733015261571851 0.0052268962363640733 0.009580743713592842 0.073511369190149375 -0.005355866739513656 0.00010745983842245577
leaf_weight=0.50090395824971523 0.58125741811204534 0.011765070955731427 0.033485717057047282 0.020150832098806859 0.013509496281528754 0.55824922707261393 1.5691475094063125 0.054018515962525271 0.025020235962415427 0.026698715988459298 1.9471995132975655 0.020755724352798821 0.015136089532461483 0.039051454173652189 0.52157156146131389 0.54237396467215759 2.5947698903328273 0.64455951109994203 0.0046273129605828292 0.52327888230099862 0.0013718661601831448 0.5057363224058371 0.028453455735871103 0.0029153902942198329 0.011519744453835301 0.5321133709512641 0.59831952776039543 0.0012439794840348739 1.2009368558501581 31.453731139528173
leaf_count=42 89 20 36 20 36 180 27 11 104 27 339 25 8 98 10 12 29 39 94 39 278 515 16 4 10 10 46 42 61 1767
internal_value=2.01983e-06 -0.00374795 -0.0344007 -0.0688035 0.0386074 5.83815e-05 0.000185961 0.0073156 0.00025119 -0.0345363 -0.00203507 -0.00762672 -0.051977 -0.07784 6.97519e-05 -4.5416e-05 -0.00215811 -0.00820412 0.000178995 6.41985e-05 -0.00498348 0.00012712 -0.0787929 0.0015934 0.0739655 0.000145982 0.00470679 -0.017491 -8.15817e-06 -9.34643e-05
internal_weight=44.5839 0.660169 0.0789111 0.0536365 0.0252746 43.9237 41.4007 0.663987 0.609968 0.051719 2.52305 0.575847 0.0749433 0.0541875 40.7367 39.1675 3.7609 1.16613 35.4066 34.8642 0.555868 0.519872 0.0359962 0.0075427 0.0141356 34.3084 1.1216 0.00261585 33.1868 32.6547
internal_count=4034 201 112 56 56 3833 3321 322 311 131 512 173 131 106 2999 2972 78 49 2894 2882 959 845 114 98 330 1923 85 320 1838 1828
is_linear=0
shrinkage=0.1


Tree=366
num_leaves=31
num_cat=0
split_feature=5 19 13 15 8 17 22 8 17 18 3 10 6 6 0 23 5 20 22 0 6 16 21 13 7 13 10 20 22 22
split_gain=0.00199514 0.00724671 0.0113907 0.00579868 0.00385353 0.00282304 0.00264063 0.00171738 0.00109309 0.00101587 0.00538208 0.0068774 0.0268823 0.0311089 0.0245197 0.0328762 0.04647 0.0080572 0.00541088 0.00345573 0.00340226 0.0310374 0.0504302 0.00481851 0.0451961 0.00333977 0.00273779 0.0233556 0.0256033 0.0221114
threshold=13.154029769200003 11.950964240300001 98.255079293500017 26.135540888150004 7.1444245619500011 241.79519611995002 -0.16276499999999997 7.6440346712000009 215.04253427745002 13.946975448150001 91.77589519910002 66.590419433100024 16.315381206250006 14.955349429350003 93.805681087600007 0.11379500000000002 17.679107616400003 36.79544512155001 -0.055334999999999995 90.407470010750018 14.745344522600002 19.199955102150003 8.9626214023500008 108.08408221840001 24.673428656250003 109.34496908160001 64.665483411650015 36.79544512155001 -0.081354999999999997 0.18145000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3 -5 -6 19 11 12 13 -11 15 16 -13 -18 -15 26 23 22 25 -16 -25 -22 -2 -28 -29 -30
right_child=9 3 -4 7 8 -7 -8 -9 -10 10 -12 14 -14 18 20 -17 17 -19 -20 -21 21 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.10002717227152724 0.00035480665610271235 0.043224140641096871 0.099249433951143148 -0.0019445631735444885 -0.026302584355956105 0.096089900499619976 -0.10003225518421505 0.094048289763211612 -0.10017089520705368 -0.040177512303256863 -0.0098046891303692572 0.043543406461259523 0.00053764105388915209 0.10019018372447042 -0.00020537669133476584 0.049270680850622278 -0.033111785395568832 -0.093201898766872446 0.051131344963923055 0.0078250670626939332 0.063504109634351547 -0.0055437764610525748 -0.025213879516318739 -0.1004470431288645 -0.0011880335360134574 0.098674735108619196 0.001673500681201487 -0.088151650979038668 0.098825908201971069 -0.059800763936793816
leaf_weight=0.0034537808870277456 25.86808596196774 0.0024321027479459181 0.01692294105032488 0.0029927960397246878 0.0026396017102001687 0.002546542092773052 0.0027321554920072266 0.0049403125049138907 0.0083099673572917254 0.02796925007993678 0.61509726991406211 0.038768953649653493 0.58967342111282051 0.054916967106009906 14.494283228112428 0.038402246194891632 0.028200716013088822 0.10689723190948897 0.038064998167101294 0.60653366380845497 0.046237139062669352 0.53727509761665715 0.068159926384396385 0.049922998223338122 0.56552135888159683 0.064892855167272501 0.57215972569164808 0.064578138655913442 0.017223496115235548 0.017941004417792783
leaf_count=736 1291 33 15 42 21 15 191 15 56 34 100 15 34 25 656 12 12 81 25 102 31 23 29 148 87 20 37 104 24 20
internal_value=1.33607e-06 0.0206003 0.0654728 -0.0137823 -0.0442288 0.00992359 -0.0325658 0.0578346 -0.0823635 -2.04011e-05 -0.000617733 -0.000280351 0.00934636 0.0522915 -0.000706884 -0.0344683 -0.0529639 -0.0806585 0.0801065 0.000361682 -0.000254061 0.00647872 0.0425063 -0.000573357 -0.00923963 0.0840415 0.000191117 -0.00611088 -0.0507649 0.0178942
internal_weight=44.5578 0.0469702 0.0203767 0.0265935 0.0186604 0.0077108 0.00516426 0.00793311 0.0109496 44.5108 17.3643 16.7492 0.710625 0.120951 16.0386 0.212269 0.173867 0.135098 0.092982 27.1465 15.8263 0.716565 0.17929 15.1097 0.615444 0.11113 26.54 0.671902 0.0997426 0.0351645
internal_count=4034 1124 751 373 316 239 224 57 77 2910 1332 1232 118 84 1114 120 108 93 50 1578 994 103 80 891 235 51 1476 185 148 44
is_linear=0
shrinkage=0.1


Tree=367
num_leaves=31
num_cat=0
split_feature=22 22 0 0 17 2 7 17 22 18 14 7 17 18 9 7 2 3 21 0 20 8 23 15 7 15 20 18 18 16
split_gain=0.000923118 0.0326221 0.0539074 0.0322998 0.0114022 0.0102659 0.038819 0.0107052 0.0177972 0.00526111 0.0033811 0.0054556 0.00256306 0.00921317 0.00863105 0.005943 0.00313983 0.00257319 0.0025225 0.00669789 0.0724462 0.0191548 0.025286 0.0035846 0.036107 0.0032045 0.00237206 0.0129107 0.0488912 0.0314178
threshold=-0.067109999999999989 -0.054619999999999995 93.953546284800012 86.103248543850015 197.78839148195001 71.340832650850004 23.314707969200004 188.83172615260003 -0.095854999999999996 14.420596409350003 170.13250779355005 22.407814303000006 180.29620661735001 13.820816557100002 190.73543849905005 19.506002767000002 319.18044405035005 108.40938565220002 15.803805445550003 86.329079026800017 40.80591513400001 8.543332867800002 0.11243000000000002 37.870720399650004 23.729953793150003 41.800301886400014 41.872294782850005 13.3584252364 13.192618516750001 22.714946882600003
decision_type=2 2 2 2 2 2 2 2 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 7 8 -1 -4 11 -7 13 14 15 16 17 -12 19 20 25 -22 -23 -21 -25 -3 -14 28 29 -28
right_child=1 18 9 4 -6 10 -8 -9 -10 -11 12 -13 26 -15 -16 -17 -18 -19 -20 23 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.027403599027225924 -0.0089260924508614264 -0.0033721376438238201 -0.02286885098001297 0.097695089980275679 0.04237458705326981 -0.0024027605898338297 -0.10061389565042139 0.046928003163622944 -0.10049277994304139 -0.10067118831505879 0.074485852656542145 0.011576883727160611 -0.0011731790636152423 -0.10018394058581769 0.076022830819277909 -0.089177979119737349 -0.10002548225751232 -0.049167636094314453 0.0066685244748985843 0.00015032107424931077 -0.098883446485979798 0.062021919406637677 -0.10076687342071196 0.060763010366131326 -0.0019550614742182035 0.005876607067779191 -0.080044816341977798 0.00040344534309737017 0.082789939774052024 0.069351145768740102
leaf_weight=0.02789934658085258 0.058386329737234344 1.0848136075094021 0.013317382159812041 0.10377130005508661 0.058127542515649111 0.51991253422162731 0.047622708442872863 0.043238491780357435 0.01783570145198865 0.025021384462547758 0.0065506744203066014 0.60284525902739006 15.654884508450381 0.011801668497936568 0.010773760255688103 0.010117521521384454 0.0018673773329283003 0.0022647194257672254 0.55834336490225212 16.622835237331287 0.099257917575560017 0.020013369606886044 0.018236399521015301 0.10771518426190496 0.62095119072000671 0.57223514452925872 0.04523441585892829 7.4479712030418019 0.080268310873179871 0.020436239387606747
leaf_count=44 24 56 5 24 26 82 84 17 9 47 38 46 841 188 15 247 34 78 56 833 179 35 16 21 83 30 68 757 40 11
internal_value=1.06923e-06 0.000506083 0.0357911 0.0548376 0.077833 -0.000409562 -0.0277477 0.0112537 -0.0224733 -0.0736457 -0.000256611 0.00510337 -0.000514979 -0.0248007 0.00337581 -0.0342526 0.0177666 0.0427186 4.29614e-05 -0.000150255 -0.00596619 -0.0757145 -0.0155911 0.00045125 0.00731624 -0.000178232 -0.000469669 0.000980622 0.0304367 -0.0335539
internal_weight=44.5145 19.963 0.258624 0.220285 0.161899 24.5515 0.136596 0.0889735 0.045735 0.0383388 24.4149 1.12276 23.2922 0.0433757 0.0315741 0.0208003 0.0106828 0.00881539 19.7044 19.1461 1.79456 0.137508 0.0382498 17.3515 0.728666 1.65705 23.2488 7.59391 0.145939 0.0656707
internal_count=4034 1435 126 74 50 2599 154 70 53 52 2445 128 2317 600 412 397 150 116 1309 1253 316 230 51 937 104 86 1717 876 119 79
is_linear=0
shrinkage=0.1


Tree=368
num_leaves=31
num_cat=0
split_feature=8 22 8 18 0 0 9 20 2 20 8 10 10 9 23 0 22 21 12 0 8 21 23 21 7 22 21 16 16 10
split_gain=0.000865044 0.0075646 0.0152755 0.00108452 0.00286536 0.0328377 0.006197 0.020151 0.0221444 0.0021162 0.0168728 0.00108177 0.00153064 0.00510637 0.00290849 0.00239739 0.00136401 0.00716357 0.0186639 0.0120466 0.00977355 0.00633844 0.0340054 0.015096 0.00655064 0.00299091 0.0104567 0.0584763 0.0441676 0.0515355
threshold=8.8430989333000021 -0.13734499999999997 9.3427090425500019 12.909082926650003 85.764502819450016 85.732241321850012 186.68586460755003 38.121007182500009 71.340832650850004 39.577821550850011 8.2435668022500028 61.901748453550006 61.987779113750001 195.10791980860003 0.094175000000000023 85.812895065800021 -0.097799999999999984 0.17201659740000003 85.453317281250008 96.741477366050006 8.1436447804000007 8.5501791199000028 0.087555000000000022 12.510904521150001 22.814487719050003 -0.067109999999999989 3.4465547941500003 22.544947280100004 20.784951395750003 74.739136026450012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 9 5 6 -5 -8 -9 -1 -11 -6 13 -13 -15 -14 17 18 -17 -20 -21 -19 -23 -24 -25 26 27 28 29 -18
right_child=1 -3 -4 4 11 -7 7 8 -10 10 -12 12 15 14 -16 16 25 21 19 20 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00053233966502014198 -0.090412830720147053 -0.00054903728587172868 0.02226956815373083 0.0033554668479947609 0.002649377164826629 0.085390892972293575 0.10006760720234731 0.092266850889569568 -0.10033674506366048 -0.0024189538394584352 -0.05945397580221462 -0.0077362130922321156 0.0067907231806287388 -0.0036018766063741397 0.0031177836683461326 -0.10086060343071707 -0.092657566814219175 0.0022007920500794194 0.094355236467241366 0.067776548229647168 -0.10043059936111892 -0.0011955348798801213 -0.096296994217170709 0.071551086720461107 -0.04460046632498621 0.00051910996288812895 -0.00072551728529899598 -0.089461786617076183 0.076790845544669598 -0.00050712168443105645
leaf_weight=1.4462123983366759 0.027669473035530245 0.60441340744802019 0.021285035096298088 0.55655927459252907 1.5651097072841356 0.0491029852128122 0.0091328077833168209 0.0073240689816884688 0.032275645471017356 1.0144938691359824 0.054663393907958269 1.0850149143734591 0.53896552420792332 1.0821627152909061 1.5913285756250841 0.008324031210109023 0.068714324432488705 6.3925428087319345 0.033103146324947375 0.0068693403209030557 0.0069484171872318257 1.0217228845627024 0.05703633464706559 0.0084686599789378647 0.011380469537449756 17.544335879339759 8.9536680616512445 0.088303537492947726 0.063061372929951176 0.51964423485369871
leaf_count=156 25 144 32 180 27 11 7 2 122 326 30 28 12 30 20 4 70 661 25 94 13 297 60 13 34 1050 352 56 64 89
internal_value=5.11871e-07 -0.00361131 -0.0414194 5.43694e-05 0.000177147 0.00674165 0.000361396 -0.033833 -0.0647142 -0.00196158 -0.00533501 7.14614e-05 -3.1777e-05 -0.00195032 0.000397832 0.000172363 6.98147e-05 0.00125951 0.0371371 0.0616186 -0.0168083 0.000994919 -0.00602177 -0.0701571 0.00495576 -0.000259797 -0.00166956 -0.0130964 -0.0027446 -0.0112694
internal_weight=44.4698 0.653368 0.0489545 43.8165 41.3011 0.654395 0.605292 0.0487325 0.0395997 2.51537 1.06916 40.6467 39.0816 3.75851 2.67349 35.3231 34.7841 7.5464 0.0552449 0.0469209 0.0138178 7.49115 1.09861 0.0768855 0.0198491 27.2377 9.69339 0.739723 0.65142 0.588359
internal_count=4034 201 57 3833 3321 322 311 131 124 512 356 2999 2972 78 50 2894 2882 1201 136 132 107 1065 404 107 47 1681 631 279 223 159
is_linear=0
shrinkage=0.1


Tree=369
num_leaves=31
num_cat=0
split_feature=6 20 21 0 16 22 15 20 10 16 20 6 8 19 21 16 20 14 23 12 16 23 10 22 13 6 21 22 21 18
split_gain=0.00094454 0.00349779 0.00395905 0.00388243 0.00302659 0.00438326 0.00266459 0.0116831 0.0598215 0.0026437 0.0064576 0.0494451 0.0167846 0.00422722 0.00465688 0.00321347 0.00186355 0.0302294 0.0406738 0.0137327 0.0294458 0.00905672 0.00870096 0.0074949 0.0147337 0.0133735 0.0118912 0.00732887 0.00533269 0.00650916
threshold=16.465384711100004 39.952536079750011 1.7791739561500002 86.20003303655001 22.654947022900004 -0.079634999999999997 36.548474543700003 40.890797847750008 61.987779113750001 22.574947209950004 41.770271989050009 16.525386113000007 8.543332867800002 14.351157895250003 13.996357022800002 22.644947046300004 40.80591513400001 179.86971370815004 0.076130000000000017 103.54784004735002 18.594956516900002 0.08092000000000002 62.154463517850012 -0.14429 117.50981642375002 16.235379337050002 4.0847671134500008 -0.59681499999999998 13.279159471700002 13.258241318650002
decision_type=2 2 2 2 2 2 2 2 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 16 -6 7 -3 -9 -8 13 12 -12 -11 15 -15 -1 18 -18 20 -20 -22 -23 24 25 26 -19 -28 -25 -30
right_child=1 6 3 -5 5 -7 9 8 -10 10 11 -13 -14 14 -16 -17 17 23 19 -21 21 22 -24 28 -26 -27 27 -29 29 -31
leaf_value=-0.00070565580088750705 -0.0008620128401715107 -0.00055048968149875341 0.012320403878010724 0.00082330002053603447 -0.0011767847542370671 0.011071268222478789 0.0015393452011167447 -0.0040887505107770226 -0.096985465691420553 -0.0042543769546181847 -0.1012838786206028 0.00021499703646206574 -0.0073212044768040628 0.011841656601156048 -0.001304965625404244 0.0012230752305043304 -0.068771664849685152 0.062049693098762682 -0.074056105998187571 0.093562771773023717 0.099878057212247365 0.076019331738585535 -0.018553056228987622 -0.00036059078968886165 -0.10075567852347284 0.093362539945838874 0.054283639720252769 -0.066044783997262282 -0.0013252576063028394 0.013982419382266548
leaf_weight=13.970200368639267 1.4393387736530905 2.021563336847009 0.62901318274498386 0.55100501299602911 0.55230759730807222 0.62040061865991336 3.6074366571765477 0.52227357339213742 0.079928364096041093 2.0533633446721069 0.072523360188284758 0.56311166906631627 0.025764548557447142 0.58644424105295934 2.0280602296697907 0.55444302961768699 0.02903709330925508 0.023396092592004814 0.019649024345127941 0.069031977764097974 0.035737936144869309 0.020065631135366857 0.018883587421441916 13.146185613781451 0.0079403397035093803 0.031198862346172973 0.0067795647488724234 0.019976789508588277 0.52082510387162961 0.59527566617311312
leaf_count=1213 194 85 65 34 43 56 36 225 88 26 58 63 17 15 23 34 12 94 42 24 9 8 39 893 8 35 23 449 16 107
internal_value=-8.90493e-07 -0.000655426 0.00265814 0.00695187 0.00032397 0.00530283 -0.00137185 -0.00419252 -0.0164186 -0.000592094 -0.00189893 -0.0112081 -0.0766531 -0.000719937 0.00157025 0.00668129 0.000119204 0.000911521 0.0402859 0.0596699 0.0348682 0.0635245 0.0301682 0.000383646 0.0292653 0.0419561 0.00997712 -0.0355558 0.000202827 0.00683914
internal_weight=44.4212 14.7343 2.61936 1.18002 29.6869 1.17271 12.1149 2.62377 0.602202 9.49115 5.88371 0.6614 0.0982879 5.22231 3.16895 1.14089 28.5142 14.544 0.192405 0.163368 0.0943362 0.0746872 0.0389492 14.3516 0.0892916 0.0813513 0.0501524 0.0267564 14.2623 1.1161
internal_count=4034 963 293 99 3071 99 670 398 313 272 236 138 75 98 72 49 2972 1759 134 122 98 56 47 1625 609 601 566 472 1016 123
is_linear=0
shrinkage=0.1


Tree=370
num_leaves=31
num_cat=0
split_feature=9 9 15 0 22 16 20 16 2 23 10 2 20 22 23 23 15 2 12 9 12 15 17 21 20 22 7 20 23 15
split_gain=0.000967066 0.0103211 0.00531604 0.0159685 0.0131249 0.00794418 0.0045308 0.00923985 0.00430922 0.00459267 0.00383294 0.00203174 0.00195317 0.0191341 0.0240576 0.00230572 0.0018477 0.0250285 0.0026858 0.00332151 0.00224524 0.00607076 0.0023937 0.00210799 0.00430022 0.00400303 0.00173357 0.0016556 0.0022285 0.001577
threshold=203.06170522940002 202.37225149245003 20.729785921300003 97.878695155250014 0.059320000000000012 9.719977270450002 42.066503896600004 14.464966174600002 56.478612905150008 -0.25095999999999996 83.740093847200015 60.327272492300004 36.620308449100001 -0.093879999999999991 0.085820000000000021 0.081280000000000019 25.852338405700003 62.922191810850009 111.90336595095002 204.99169312540002 131.28785145870003 28.862433654350003 189.95176274255002 4.6887961308500001 41.646178195200001 -0.083954999999999988 24.312940751750002 42.522337019050006 0.08674500000000003 32.866677124050007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 -2 5 10 -7 -8 -4 -10 -5 -11 13 14 26 -15 18 -18 -13 -20 -19 -22 -23 24 -24 -25 -1 28 -27 -16
right_child=2 -3 8 4 -6 6 7 -9 9 11 -12 16 -14 15 29 -17 17 20 19 -21 21 22 23 25 -26 27 -28 -29 -30 -31
leaf_value=-0.10040053227141915 0.095950740066864437 -0.012797998958019766 0.042036488193761434 0.10002992109261491 0.066242117804308595 -0.095192376531943235 -0.10020043487462416 0.079351154020533499 -0.1001670879425015 -0.10022837452153871 -0.10009993253176593 0.00047977364148100174 -0.00021616944558057558 0.0056892541975700379 0.061364791104677824 -0.0034136511894763259 0.09247842570306522 -0.0020899380639801211 0.00022694346434811959 -0.010911005965970243 0.011320155043668574 -0.0056815079418703332 0.0010407336215046013 0.010001281002066043 -0.0083781485283300934 0.001205572657948941 0.034481783741900439 -0.00010213076555967833 0.0089666548455357344 0.10010944611335995
leaf_weight=0.0085024038396426804 0.023311152164977922 0.64911032732916751 0.024970510450656458 0.0050863214419223359 0.01778086727392747 0.016787222951080594 0.0059471190033377752 0.0055321501749858726 0.0045343023703016119 0.0020025699523092957 0.0011787804205596331 2.0415441472960079 28.067068616795247 0.54260741085449182 0.015264329127054221 0.57115293193465533 0.029894765705647752 2.1017588614227227 0.50354433239317564 0.57177345883795283 0.5928828579835671 0.52561408184658276 2.6426045199050336 0.6365454260703699 0.59360240474651949 1.0280624693550633 0.0010731340508443607 2.5442628525796351 0.57796700194114681 0.033695089281536639
leaf_count=131 12 56 14 7 35 113 37 7 15 4 106 47 2270 62 59 125 10 164 10 138 59 55 161 83 93 20 53 29 41 18
internal_value=-9.26904e-07 -0.000326012 0.000669292 0.0271134 -0.00356141 -0.0395044 -0.0620854 -0.01367 0.000530625 0.000458634 0.0623754 0.000490337 -4.91352e-05 0.00395 0.059678 0.00102115 0.000504353 0.00110018 -0.00165066 -0.00569538 0.000857214 0.0015348 0.00085615 0.00128445 -0.000686928 0.00261723 -0.0852842 0.00148471 0.00399858 0.0880298
internal_weight=44.3857 29.8885 14.4972 0.0756236 0.0523125 0.0345316 0.0282665 0.0114793 14.4216 14.3966 0.0062651 14.3921 29.2394 1.1723 0.058535 1.11376 14.3901 11.2732 3.11686 1.07532 11.2433 9.14154 8.54866 8.02304 3.23621 4.78684 0.00957554 4.15029 1.60603 0.0489594
internal_count=4034 2774 1260 317 305 270 157 44 943 929 113 914 2718 448 261 187 910 715 195 148 705 541 482 427 254 173 184 90 61 77
is_linear=0
shrinkage=0.1


Tree=371
num_leaves=31
num_cat=0
split_feature=6 20 16 22 22 2 18 4 17 16 15 21 7 7 23 16 22 8 18 5 6 18 15 4 2 3 7 12 10 12
split_gain=0.000819311 0.00293234 0.00926396 0.0333498 0.0337618 0.00288664 0.0193184 0.00618373 0.0314335 0.0128141 0.00848569 0.00363141 0.00381336 0.00343176 0.0433893 0.0130838 0.014983 0.00926886 0.0191625 0.0223049 0.00959838 0.0109531 0.00572781 0.00266643 0.046979 0.00597081 0.0234645 0.00443849 0.00526279 0.00521918
threshold=16.465384711100004 39.664548207900005 22.664946999500003 -0.032369999999999996 -0.14429 188.47750099235003 13.342238590850002 371.57449297710008 203.92158861145001 20.664951676350004 44.190294328500009 11.798219863050003 29.767756780500005 23.822419043000004 0.08766000000000003 22.544947280100004 -0.076484999999999984 8.3434888241000014 14.466921572300002 17.719454526200003 13.65531905435 17.788349580800006 19.662799495750004 271.76419630735006 186.79363985910004 88.931506497100017 27.703316924600006 203.04351287870003 71.015621515800021 194.21446734015004
decision_type=2 2 2 2 2 2 2 2 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 23 -7 13 -9 11 -11 12 -10 -8 15 16 22 18 -16 20 21 -20 -15 -1 25 26 27 28 -25 -30
right_child=1 -3 -4 -5 -6 6 7 8 9 10 -12 -13 -14 14 17 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=7.6287629560973784e-05 -0.091074987714548195 -0.0011851326130748515 0.0012138251046630074 -0.046014972509154678 0.09281796673008437 0.07577254496557817 0.0012706482181324896 -0.098640227650860252 -0.10009273316358971 0.08842692898717075 -0.012653678299370487 0.091222852218757644 0.061982850061901656 0.050867729113139554 0.10022127351880897 0.097429515808420616 0.077673351250637707 -0.0047957213780063027 -0.10009676713325084 -0.1002497037840428 0.08545727474494097 0.087662134088104221 -0.10051179413875302 0.10003701165532596 -0.098670508227229128 0.0047216497162033827 0.078767288939689248 -0.10037565542790519 0.091146946824764194 -0.10011064652570408
leaf_weight=25.073030147012254 0.011659924430645785 12.619157029868516 1.9744108762315589 0.039134806767832986 0.069452222020458976 0.035964632692471077 3.0942637346150317 0.034215478289465806 0.010211254839095574 0.025227475096471608 0.012381317051904261 0.0014373018538034197 0.0016922696890282482 0.0033453257374715948 0.026899787480942905 0.064444866584381089 0.018159025694527542 0.57341110924744498 0.0077492320022649608 0.016343438589046855 0.020248581189662218 0.0051864078972307937 0.0098858550412685986 0.0026198905333795772 0.050841395295151415 0.52575443460449378 0.013748016202497604 0.023462768600166717 0.0017893996842952564 0.0070412931905714515
leaf_count=1723 140 681 65 35 42 40 101 316 98 40 25 42 65 39 8 12 42 61 49 74 8 50 34 4 20 10 76 34 59 41
internal_value=9.69577e-08 -0.000609977 0.00285502 0.0298028 0.0663832 0.000302751 0.00281557 0.00214709 -0.024505 0.0252809 0.0551498 -0.0589218 -0.0770512 0.0027382 0.00882797 0.0716421 0.0187 -0.000435565 0.0322773 -0.00462485 0.042471 -0.0248168 -0.0622375 -8.45689e-05 -0.00653497 0.00161992 -0.0318923 -0.0754673 -0.0244288 -0.0613553
internal_weight=44.3732 14.7138 2.09466 0.120247 0.0811121 29.6594 3.96107 3.9251 0.0851651 0.0509496 0.0376088 0.0133408 0.0119035 3.83994 0.745674 0.0958351 0.0313902 0.649839 0.0764274 0.0495277 0.0331842 0.0129356 0.0132312 25.6983 0.625257 0.574416 0.0486614 0.0349134 0.0114506 0.00883069
internal_count=4034 963 282 217 182 3071 1104 1064 586 270 65 205 163 478 377 127 115 250 189 181 107 99 73 1967 244 224 214 138 104 100
is_linear=0
shrinkage=0.1


Tree=372
num_leaves=31
num_cat=0
split_feature=9 9 4 21 4 2 13 10 21 6 3 18 19 10 23 6 5 23 7 0 15 7 18 21 9 10 5 16 20 7
split_gain=0.000824192 0.00775714 0.00374107 0.00186862 0.01139 0.0142208 0.00423967 0.0431256 0.00309971 0.00274143 0.0448131 0.034939 0.0237834 0.0385314 0.0159127 0.005496 0.00321824 0.00193011 0.00160419 0.022013 0.0213043 0.00333636 0.00482113 0.0612793 0.00879467 0.00797111 0.00394934 0.00427615 0.00190281 0.00873577
threshold=203.06170522940002 202.37225149245003 143.78867033265001 9.277127270600003 159.10550013555002 68.946226135900005 115.12515406205002 75.408562100950022 10.885922772550002 14.695343354350003 91.017750006350013 14.466921572300002 13.451085274650001 67.074341896550024 0.091375000000000026 15.635365317800002 21.269675393700002 0.077080000000000023 24.437987282900004 94.940210418650011 29.593577021650002 23.974509389900003 13.893471991850001 3.9632429946000003 191.29995577870002 70.389210771400016 17.195729971700004 22.554947256700004 39.664548207900005 22.589037079550003
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -6 7 8 -5 17 11 15 14 -14 -13 -11 -12 -7 21 20 -20 22 28 -24 25 -25 -23 -28 29 -1
right_child=2 -3 3 6 5 9 -8 -9 -10 10 16 12 13 -15 -16 -17 -18 -19 19 -21 -22 26 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0009086822642765714 0.039303397906729737 -0.011106074305248105 0.055743833114909186 -0.049844367537675349 -0.10042502509213327 -0.0060458945248076622 0.0011662776094425208 -5.12190009507255e-05 -0.1003600975182824 0.055012685903690087 -0.0067151182573262774 -0.028824246693033458 0.063994847067055063 -0.10037636737533194 0.086732958759093801 0.099048178628388273 0.001578611445696523 0.00023175962137858368 0.01398228725941337 -0.00088161597912963228 -0.095168546480959168 3.1110812924033223e-05 0.00033670603497582485 0.072984659046685316 -0.092326308649776395 -0.10022715242967731 0.013101636455012174 0.0026536876173808444 -0.00025971458477447019 0.021844425829254544
leaf_weight=2.4883842575334572 0.024957415934294569 0.64978178727699898 0.037842513072972817 0.016375908457574861 0.013863510542363566 0.52274701925958122 1.0661527043352519 0.52968952909562361 0.047036924138353697 0.045109834347384914 0.53618940794694925 0.016943484184594126 0.023081947932951152 0.037320028512112913 0.040164778918096999 0.076252224040217698 3.6715240452010036 7.762639498411442 0.028309083517404576 3.6182774209503328 0.048548156343713345 2.0152175310418161 1.1106085889704997 0.0065275858183878599 0.087964052116149105 0.0044804438065255692 0.63079696477737446 1.0336329666537265 17.931713962423803 0.21666147684589976
leaf_count=265 22 56 55 29 17 46 35 107 49 19 21 32 20 30 32 30 172 544 34 818 66 64 115 28 31 147 58 23 992 77
internal_value=6.32789e-07 -0.000299422 0.000620136 0.000553292 0.000963082 0.000800438 -0.00260393 -0.00938119 -0.0873148 0.000910659 0.00291367 0.0450473 0.00618077 -0.0375637 0.0524482 0.0826803 0.000521741 -0.000164314 -5.91176e-05 -0.00200652 -0.0549647 0.000222788 -0.000246413 -0.00638246 -0.0817811 0.00248469 0.00300847 0.00661332 0.000113238 0.00258554
internal_weight=44.3388 29.8709 14.4679 14.4429 12.7837 12.7458 1.65926 0.593102 0.0634128 12.732 4.44659 0.238872 0.11751 0.060402 0.0571083 0.121362 4.20771 8.28539 29.2211 3.69513 0.0768572 25.526 21.8463 1.20958 0.0989721 0.011008 3.67965 1.66443 20.6368 2.70505
internal_count=4034 2774 1260 1238 1018 963 220 185 78 946 356 163 114 50 64 49 193 590 2718 918 100 1800 1655 321 206 175 145 81 1334 342
is_linear=0
shrinkage=0.1


Tree=373
num_leaves=31
num_cat=0
split_feature=6 18 20 13 20 6 2 22 8 7 6 2 2 18 21 22 21 9 19 22 0 20 21 20 6 15 18 21 2 17
split_gain=0.000847205 0.00355373 0.0119202 0.00269708 0.00250853 0.0333072 0.0853569 0.00415537 0.0402485 0.0122546 0.0155603 0.00283531 0.00211567 0.0179326 0.0053063 0.0258324 0.0151631 0.0132062 0.0108222 0.00443305 0.00674985 0.00308999 0.0342829 0.0121875 0.00992513 0.00456812 0.00299529 0.00847664 0.00261763 0.00300084
threshold=16.465384711100004 12.909082926650003 40.94178426300001 117.50981642375002 41.50623664750001 16.515385879350003 217.08409765600001 -0.080574999999999994 8.543332867800002 22.938075114600004 16.565387047600002 221.01224434660003 188.47750099235003 13.342238590850002 3.4316303497500003 -0.071864999999999998 2.5447591590000003 208.80656562110002 13.651101412550002 0.051245000000000013 88.606203063300015 41.965809985500009 14.169342482300001 40.137820134150012 14.935348962050002 16.336281434250004 15.681876268450003 10.959760372700002 229.44804549725004 204.42624920380004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -9 -8 -3 -14 15 17 19 -15 -19 28 -21 22 23 24 25 -16 -25 -28 -17 -30
right_child=4 12 3 -5 5 7 11 8 -10 -11 -12 -13 13 14 21 16 -18 18 -20 20 -22 -23 -24 26 -26 -27 27 -29 29 -31
leaf_value=-0.062916411388550961 8.9255984277472554e-05 1.6429366182238121e-05 -0.0094141638321759129 0.10004956784655515 -0.096573397364547384 0.00082395912091521065 0.1004803520811197 0.077663040177360795 0.001820353563825291 -0.098764289261643962 -0.084469776238585759 0.045895961725633809 0.076526451356036848 -0.093813745160789996 0.042196034783022335 0.095081501355428422 -0.057649226735933479 -0.10011158302408059 0.08731137984709933 0.10004353506565639 -0.10012350349336724 0.00067363920669251062 0.0015113801730646025 0.091863889368779608 0.070703860388908385 -0.10010068365944252 -0.061306217622174877 0.1000990058111996 0.088244162997612882 -0.021465324437799405
leaf_weight=0.028632768301593781 11.350328781084626 25.6288147453429 0.0033836479015292298 0.0067235880997031927 0.10565404752131202 2.6043147006609368 0.022020492237061262 0.010494333667153355 0.52239190860908025 0.057529126715508028 0.013578214378668463 0.016758311314859498 0.032461291339500042 0.043241738855307688 0.0030243664516026456 0.023079482778851967 0.014612747054343345 0.0048120203013546367 0.0085636969345159741 0.0030125611228868357 0.0038218564006289313 2.6671179507830338 1.0207918146536146 0.061970147543632947 0.010132905677892268 0.0088805432470913104 0.0051523121380299139 0.008830260005178836 0.005021409390664644 0.0049518306518621102
leaf_count=26 517 1855 98 5 56 161 2 7 44 17 111 48 23 137 23 34 23 87 10 3 42 453 35 40 4 57 67 8 30 11
internal_value=-1.94252e-07 0.000308034 -0.0299596 0.0634039 -0.000620652 -0.00302396 -0.0499997 -0.00090919 -0.00838223 -0.0736964 -0.0137886 0.0768916 0.000347703 0.00250833 0.00189178 -0.0196471 0.0294967 -0.0669529 0.0198845 0.0614228 -0.0118913 0.00252395 0.006935 0.0634342 -0.00203725 -0.0639511 0.0824309 0.0406242 0.0765822 0.0337721
internal_weight=44.3001 29.597 0.03874 0.0101072 14.7031 3.35274 0.144433 3.20831 0.603994 0.0816017 0.0240725 0.0387788 29.5583 3.92948 3.89702 0.111117 0.0544999 0.0566175 0.0133757 0.0398871 0.00683442 3.7859 1.11878 0.0979905 0.0220378 0.0119049 0.0759527 0.0139826 0.0330527 0.00997324
internal_count=4034 3071 129 103 963 446 106 340 179 135 118 50 2942 1087 1064 377 143 234 97 120 45 687 234 199 84 80 115 75 75 41
is_linear=0
shrinkage=0.1


Tree=374
num_leaves=31
num_cat=0
split_feature=4 14 15 21 7 23 6 22 15 15 10 22 7 20 4 0 18 20 20 12 9 3 15 18 22 21 18 20 7 9
split_gain=0.000824498 0.0116031 0.0263371 0.0237319 0.0194377 0.0144502 0.00422019 0.00696792 0.00354499 0.0333742 0.0150375 0.0139677 0.0127126 0.00871021 0.0084877 0.00583819 0.0044236 0.00851756 0.00504969 0.00331666 0.00332341 0.00292452 0.01142 0.0802519 0.00315688 0.00275318 0.00241747 0.00242018 0.00442482 0.00245028
threshold=202.19493194685001 216.04581652670001 29.037712645600003 1.1012217428500002 22.589037079550003 0.08883000000000002 14.205331905300001 -0.58559499999999998 24.545953118950006 20.903251014350001 71.365121072750014 0.22598000000000004 25.677928533150006 42.006870117350005 296.2109057141501 97.674372337300014 16.869810935650005 41.942745071500006 42.094663496250007 130.53164433830003 191.29995577870002 93.281431752200021 41.29990759910001 13.112573650350003 0.022350000000000005 14.70115454445 13.276755824150003 43.631818398850008 25.213275923400001 214.31567825310003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 3 -2 -4 -6 7 -5 9 11 -11 12 13 -3 -12 -16 17 -14 -19 -1 -21 25 23 -23 -24 26 -10 29 -29 -28
right_child=1 8 4 6 5 -7 -8 -9 21 10 14 -13 16 -15 15 -17 -18 18 -20 20 -22 22 24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00016566557912801018 -0.086568109563081211 0.094257184220014126 0.020415002502737544 0.10011939392893053 -0.01064566881560737 -0.087167248745547973 0.097870570853008376 -0.062291048202321786 0.0050596130977124129 0.054803054478326868 -0.10054982961469333 -0.10033713547033947 -0.10016559729109518 -0.048246810484749825 0.099956540291220433 -0.10004363541025914 0.0012159224386584472 0.10006466136511781 -0.055097644669477752 -3.0887006276135967e-05 0.010798819168829228 0.00059734687823786786 -0.0012204293947928385 -0.099937871067673545 0.0067399031568331482 0.0074500918286684072 -0.00081701138238826198 0.010957078646447647 -9.8824335347675099e-05 0.0025323116445502953
leaf_weight=17.316842196651471 0.011531508812862579 0.023234285722759762 0.035225600060755369 0.0056062580551952124 0.035220659429796797 0.082440597831009654 0.027463954626739451 0.0049955172898332734 1.0607065299080982 0.0082804576799819785 0.057070317418620675 0.013427680576427292 0.012046081979957601 0.0052602576542557502 0.0037914356221235837 0.0023730825310135373 0.51989763603240069 0.0046879312722012401 0.0037957161573736187 0.53195376598136934 0.60638622009469145 0.51719386587751515 5.1885883025387756 0.093799899397936315 0.55110559486413979 0.57623933067431465 12.751024091078017 0.56518853877309183 1.0069284367364515 2.6357438452391753
leaf_count=1221 45 134 20 3 18 51 61 42 21 77 131 93 53 173 18 57 516 3 54 41 29 85 222 56 35 61 499 58 18 139
internal_value=-9.80278e-07 -0.000366006 -0.0242101 0.0391105 -0.0447516 -0.0642613 0.0771831 0.0235922 -0.000177413 -0.00744592 -0.0719154 0.00047124 0.00285052 0.0679501 -0.0885089 0.0229648 -0.000581922 -0.0461108 0.0306426 0.000509376 0.00573803 1.3099e-05 -0.00183966 -0.0148368 -0.000456106 0.000645838 0.000428249 0.000138576 0.00387586 -0.000243274
internal_weight=44.258 25.8029 0.202484 0.0495972 0.152887 0.117661 0.0380657 0.0106018 25.6004 0.653865 0.0715153 0.58235 0.568922 0.0284945 0.0632348 0.00616452 0.540427 0.0205297 0.00848365 18.4552 1.13834 24.9465 6.35069 0.610994 5.73969 18.5958 18.0196 16.9589 1.57212 15.3868
internal_count=4034 2743 240 151 89 69 106 45 2503 1309 283 1026 933 307 206 75 626 110 57 1291 70 1194 398 141 257 796 735 714 76 638
is_linear=0
shrinkage=0.1


Tree=375
num_leaves=31
num_cat=0
split_feature=4 14 22 22 22 22 20 15 18 10 7 23 21 12 23 6 21 20 15 4 0 12 20 7 17 8 20 17 7 22
split_gain=0.00067385 0.00995973 0.0234021 0.0200201 0.032625 0.0192616 0.00852366 0.00307594 0.0276931 0.017283 0.0164661 0.0149517 0.012697 0.00877744 0.00646667 0.00508912 0.00494112 0.00469216 0.00387913 0.00333991 0.00431859 0.00269989 0.00281606 0.00252573 0.00212823 0.00512954 0.00430711 0.0355768 0.0287052 0.0197594
threshold=202.19493194685001 216.04581652670001 -0.117885 -0.067109999999999989 -0.055334999999999995 0.15607500000000005 39.685256516350002 25.621990087700002 15.912798531700002 71.365121072750014 25.677928533150006 -0.43377499999999997 5.5824770163000013 222.91560472515002 0.12201500000000003 12.165284239900002 2.7968392888000007 47.927946529500012 28.504445985850001 271.38025028115004 98.142164052000012 130.53164433830003 42.047301293400004 23.296055099200004 200.36843462235004 8.1436447804000007 41.360869295700006 193.50449793755004 22.996658327800002 -0.10623499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 23 6 -5 -6 -4 8 9 16 19 -9 -12 -14 -11 -15 -3 -18 -13 -10 -21 24 -23 -2 26 -26 -1 29 -29 -28
right_child=1 7 3 4 5 -7 -8 11 10 14 12 18 13 15 -16 -17 17 -19 -20 20 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=-3.02914465543971e-05 0.021079418711495258 0.090790442553001338 -0.033773770673484041 0.071181203005913504 -0.10102142306250875 0.018280789180136824 -0.1008749336702775 0.095837619226928558 0.098069622920087182 -0.1005914286262188 -0.0010083398890588448 0.007990807202315469 -0.092437801898029762 -0.10009047967781193 0.024520776794826241 0.062989800747763822 -0.10010402364406262 0.040236305107694603 -0.00018629011078725801 0.095966688773119688 -0.10013371125562953 0.0098413809326238985 -0.00014770273111360335 0.092511882956667554 -0.00014147407632850422 -0.010873432595440231 0.050619201663858242 -0.039138284204251667 0.10010523935609582 -0.00023227431145886429
leaf_weight=12.865371840334342 0.0071147946026712807 0.006804849002793544 0.032282831635257025 0.035268280887976289 0.032727466706439112 0.023074549427846591 0.045770540428293316 0.016293919369789189 0.019728236560714207 0.052458222204702087 1.0299839108501858 0.59464053444620901 0.025742856008418968 0.0026187074463640547 0.0044844070798717431 0.007106254699465353 0.00419147284339072 0.0055196305313680583 23.798778770843704 0.0023591461688283735 0.0021432580540021728 0.6055061699348403 0.52859581884746376 0.01626747749446622 2.0431445909624695 0.56951367838382783 0.080071333788300669 0.019145017822267962 0.065310206460708287 1.6724794218383343
leaf_count=543 39 59 25 15 59 33 38 9 32 253 413 126 150 184 10 12 157 59 960 6 73 41 29 31 51 81 235 24 65 222
internal_value=-2.63495e-06 -0.000332981 -0.0229937 -0.0359579 -0.00410579 -0.0516891 -0.0731219 -0.000162397 -0.00518657 -0.0646155 -0.00118029 7.70083e-05 -0.00303409 -0.0618617 -0.0907385 0.0190761 0.0254494 -0.0203369 1.30437e-05 0.0803333 0.00261795 0.000458714 0.00518555 0.0707763 0.000149115 -0.00248085 0.000616469 0.00514602 0.0685404 0.00209105
internal_weight=44.2145 25.7654 0.192506 0.169124 0.0910703 0.055802 0.0780534 25.5729 1.16314 0.0734586 1.08968 24.4097 1.06545 0.0354678 0.0569426 0.00972496 0.016516 0.0097111 24.3934 0.0242306 0.0045024 18.4491 1.1341 0.0233823 17.315 2.61266 14.7024 1.83701 0.0844552 1.75255
internal_count=4034 2743 240 170 107 92 63 2503 1408 538 870 1095 759 346 263 196 275 216 1086 111 79 1291 70 70 1221 132 1089 546 89 457
is_linear=0
shrinkage=0.1


Tree=376
num_leaves=31
num_cat=0
split_feature=6 20 22 2 6 6 0 16 22 20 6 22 23 3 21 7 13 3 6 5 15 5 0 10 20 8 16 20 20 23
split_gain=0.000623016 0.00220249 0.00619536 0.0505941 0.00421103 0.00370445 0.00255726 0.00200704 0.0034187 0.00177934 0.00145051 0.00420012 0.00762064 0.00338558 0.0310378 0.0412213 0.0072472 0.00611319 0.00475728 0.0267754 0.0230388 0.0403422 0.031341 0.0313712 0.00727297 0.00621254 0.016496 0.00470499 0.0022536 0.0146965
threshold=16.465384711100004 41.50623664750001 -0.080574999999999994 160.64656314035003 16.525386113000007 16.505385645700006 86.479632682150012 22.654947022900004 -0.079634999999999997 41.770271989050009 16.425383776450001 -0.088224999999999984 0.11768500000000003 93.090551224900011 12.510904521150001 22.516377366000004 117.48293184245001 93.281431752200021 16.235379337050002 21.043187000650004 39.15620581320001 22.649179082500002 87.818484831100008 65.611820673600008 41.385032804600009 8.4434108459500017 20.784951395750003 41.092444989200011 32.724174661450007 0.088555000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 4 -4 -3 -5 9 10 -9 -6 13 -12 -13 18 15 16 -15 -17 19 28 25 22 -22 -24 27 26 -21 -20 29 -1
right_child=1 2 3 5 6 -7 -8 8 -10 -11 11 12 -14 14 -16 17 -18 -19 24 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.075861511537428122 0.00012837486347083089 -0.0080479567652563203 -0.0013666092831548667 -0.048482543331011062 0.00092434140958986752 -0.1015498029228543 -0.0046424067098644875 -0.001376681107123193 0.0095046488983890447 0.0079566232189095618 1.9185904091653474e-05 0.014574375171389787 -0.0019359519280343291 -0.038832315934506784 -0.00079843138856460763 -0.048411354144197616 0.10020416636923946 -0.10117280719961926 0.0066103643840480916 -0.10074873522732426 -0.048490718986042514 -0.095828615248264484 0.10014707686494123 -0.030495517409261694 0.01385798491824824 -0.10152664281075599 0.10002546676468893 -0.0065561690339302828 0.00011144955797421537 -0.10045020773641383
leaf_weight=0.0076275390151455671 11.341945631611749 0.60669691319096664 0.55481875754820009 0.017095825367505313 1.0075769850482177 0.057056179369979532 0.52256503858370695 0.54930193857518361 0.60867740197136189 0.55965870385126937 3.5611311930896115 0.61138812198458825 0.51509649457875639 0.0048023340937558548 1.5399546320299178 0.034105665457900614 0.017091808840632439 0.061665782109514566 0.56277928649796993 0.012189389787805704 0.049211395671591163 0.044877533491671784 0.050936845524120145 0.02875806408792414 0.61647885086131271 0.049179813086084323 0.0061604648362845174 0.5242046031053178 20.047883791058311 0.012435522656470965
leaf_count=77 517 93 126 15 7 67 12 43 56 126 63 90 6 129 47 9 3 52 25 83 6 31 26 33 52 9 9 16 2163 43
internal_value=-2.47137e-06 -0.000535158 -0.00279822 -0.0117352 -0.000713626 -0.0893151 0.00141563 0.000262238 0.00434295 0.00343556 9.56042e-05 0.00170273 0.00702486 -0.000222666 -0.00458088 -0.0540839 0.0697074 -0.0823837 0.00010552 -0.000320237 -0.033432 -0.0141708 0.0142576 0.0530044 0.00518154 -0.0829994 -0.0333443 0.000260723 7.79259e-05 -0.0334203
internal_weight=44.1834 14.6674 3.32547 0.628971 2.6965 0.074152 2.0898 29.5159 1.15798 1.56724 28.358 4.68762 1.12648 23.6703 1.65762 0.117666 0.0218941 0.0957714 22.0127 20.3093 0.241314 0.173784 0.128906 0.0796949 1.70346 0.0675297 0.0183499 1.08698 20.0679 0.0200631
internal_count=4034 963 446 208 238 82 145 3071 99 133 2972 159 96 2813 240 193 132 61 2573 2480 197 96 65 59 93 101 92 41 2283 120
is_linear=0
shrinkage=0.1


Tree=377
num_leaves=31
num_cat=0
split_feature=7 3 5 13 14 7 3 18 7 18 18 18 22 18 6 12 2 8 15 2 2 4 20 4 5 5 6 20 22 4
split_gain=0.000618889 0.0114858 0.00811763 0.00650172 0.00181722 0.00958628 0.00406938 0.00516173 0.00118365 0.00112628 0.000905773 0.00230956 0.00467631 0.00154336 0.00230333 0.0010111 0.00374599 0.00111919 0.00226202 0.00264141 0.00171168 0.00170073 0.00217584 0.0280413 0.013421 0.0190532 0.0187528 0.0182632 0.0315475 0.0181096
threshold=22.105125139000005 93.72771580185001 18.946524085150003 105.33378955095002 171.16849715720005 21.147833206800005 97.437788021850011 11.644643452600002 22.233191240750003 12.885811969150001 13.043896815850003 12.949585557300002 -0.048954999999999992 13.112573650350003 16.515385879350003 69.826413229550027 60.327272492300004 8.7431769115000026 30.243446395250004 196.01988179970002 62.922191810850009 161.32746469610001 38.400997490450003 169.88079978325004 19.925387549600003 18.038339912700003 15.785368822600002 36.257608591500009 -0.081354999999999997 211.80194051865001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -3 -8 -2 -10 11 -11 -13 14 -12 -15 -17 20 -19 -20 -18 -22 23 -23 25 -25 27 -26 -29 -27
right_child=8 4 -4 -5 -6 -7 7 -9 9 10 13 12 -14 15 -16 16 17 18 19 -21 21 22 -24 24 26 29 -28 28 -30 -31
leaf_value=-0.10006005263754603 0.0046608133963573668 0.090969845046009301 -0.10061426177512878 0.095870407175919659 0.00013508221274307456 -0.10020197253127705 0.036263688283944294 -0.10008790571476067 -0.0043745300442992992 -0.00032664369237114099 -0.0081936613252169312 0.011346536117070993 -0.0015784884046911862 0.0043632343799789022 0.00094740463635935909 -0.0081328097647030539 0.0054858640397533924 -0.0010996664778542026 0.0099729178185011848 0.0002552720033777986 -0.0056470159241145254 0.075790372477731696 -0.00024173004805430707 0.001415555529964691 0.075624126951183007 -0.087490721689381254 0.094130692286064577 -0.10077642706402645 0.048326410534999566 0.0029516870258923782
leaf_weight=0.0026916017670369765 0.55009486590142742 0.0055166591308393178 0.019538834062538868 0.0045680072726099752 0.89398002782254871 0.010707173290938954 0.0077292951942560251 0.0043326260258140792 0.58255166136394976 2.039194777156069 0.56904140327389885 0.60012793161661215 0.52463510015525072 0.53045922214584962 0.53464085578144704 0.56244053693416063 0.55023393436329016 1.0205706658091451 0.59503932450715502 0.52783872237210971 0.55101828632504535 0.051841565562422587 31.584728536139991 1.6035995627972028 0.026849583348734885 0.048344212844312895 0.03582557242771145 0.027726122983324331 0.029066979723211261 0.04084401750387201
leaf_count=78 48 9 80 8 534 19 26 84 31 31 43 38 15 9 24 64 19 31 55 42 75 18 2105 395 19 30 25 18 24 37
internal_value=-3.716e-06 -0.00252975 -0.0670662 0.0232264 -0.000654497 -0.0256094 0.0198252 -0.0127136 5.17956e-05 -7.66964e-06 5.28221e-05 0.00167991 0.00531778 -7.95516e-05 -0.00376559 2.81117e-05 -3.36128e-05 9.05322e-05 0.00230784 0.00540488 -4.70271e-05 -0.000136568 -4.5792e-05 0.00327413 0.00119972 -0.00108645 0.0335932 0.00766402 -0.0244649 -0.0460723
internal_weight=44.1358 0.949064 0.0267984 0.00725961 0.922266 0.0282858 0.0175786 0.0120619 43.1867 42.6366 42.0541 3.16396 1.12476 38.8901 1.10368 37.7864 37.256 36.6935 2.14345 1.12288 34.5501 33.9998 33.4488 1.8641 1.81226 1.69279 0.119468 0.0836427 0.0567931 0.0891882
internal_count=4034 838 166 86 672 138 119 110 3196 3148 3117 84 53 3033 67 2966 2957 2893 128 97 2765 2746 2671 566 548 462 86 61 42 67
is_linear=0
shrinkage=0.1


Tree=378
num_leaves=31
num_cat=0
split_feature=8 19 14 5 20 8 2 3 12 12 12 22 7 17 22 15 19 21 20 2 12 17 7 18 18 22 20 19 22 22
split_gain=0.000774212 0.00595974 0.0232266 0.013216 0.0120118 0.000799381 0.00174359 0.00687802 0.00096961 0.00217214 0.00134295 0.00288684 0.0372312 0.00989913 0.00746005 0.00208803 0.00447026 0.00188086 0.00235253 0.00154459 0.00356345 0.00185441 0.00357098 0.0305312 0.0220357 0.0210609 0.0087008 0.00272635 0.00181538 0.0234614
threshold=8.8430989333000021 14.351157895250003 168.39662374755002 24.279163357700003 39.792680591700012 8.7431769115000026 74.580378076100018 93.765354215650021 69.826413229550027 82.696898122450008 107.96682590455002 -0.101395 24.202871501750003 187.61467154115005 -0.13125999999999996 32.866677124050007 13.051052998800001 9.4408665581500006 40.844669808050007 88.501682544250016 110.12280952625001 185.82794795070004 22.721067571950005 12.971888692100002 13.091807150500001 -0.099639999999999992 41.827117825850003 14.451165964200003 0.12427500000000002 0.22598000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 8 -7 -8 -1 -10 11 12 13 14 15 16 -11 18 -13 20 -12 -21 23 -23 27 -26 -27 -25 -24 -30
right_child=1 2 3 4 -6 6 7 -9 9 10 19 17 -14 -15 -16 -17 -18 -19 -20 21 -22 22 28 24 25 26 -28 -29 29 -31
leaf_value=0.0041748281978822325 0.00045737454552490468 0.045325743767982006 -0.092694492392777869 -0.078263299053860189 0.085609022412698174 -0.0014963192051208535 0.012445977482299555 -0.0011828997236784386 -0.0063042625945611266 0.087665967481908705 -2.2277160235878806e-05 0.00045182969589863998 -0.0021593485433837492 0.094043603201577328 -0.034934989787878144 0.10019307981498844 -0.10009795571139585 -0.0050733068053284503 0.0071072405420145026 -0.002517187753049053 -0.010245928292018959 -0.0033230701788670085 -0.00019425812401406692 0.099783387261030837 0.078367102051532064 -0.0014993855441252613 -0.10054088215099691 0.063400800243274533 0.057838259063762144 -0.0020465895629032224
leaf_weight=0.53338184442404823 0.55074897353111296 0.029677250710847147 0.042944095043395691 0.0083594377065310255 0.0096210066746280631 1.0150474533584195 0.58403293873925566 1.0117919413049774 0.55951301809071097 0.0036268555295260194 1.0371084514081395 5.1921396703654654 0.51405368304648391 0.055917635530931875 0.012829134833736933 0.0088243718491867185 0.001949540726855048 0.53340203818757448 0.59163074608317234 2.9796068327195391 0.50787801696802537 0.55797904972350454 27.029638235282945 0.042294589550934347 0.022125535492676152 0.019888178981311455 0.016010713928414688 0.040147428186969591 0.074635680615513844 0.52992384068222265
leaf_count=26 82 35 42 13 29 9 32 24 65 42 78 107 58 15 26 2 10 36 129 1018 25 15 1789 23 54 22 46 17 75 90
internal_value=-3.37942e-06 -0.00345245 -0.0272194 -0.0625573 0.00942178 4.75014e-05 0.00174393 0.00380494 -6.0885e-05 -0.000116903 -2.98579e-05 0.00123687 0.0078825 0.0699655 0.0205202 0.0699232 0.0220226 0.000608613 0.00113262 -0.000296423 -0.00338306 -0.000144124 0.000105439 0.00716711 0.0488376 0.00162626 -0.0456714 0.0820659 -7.30423e-05 0.00534647
internal_weight=44.1167 0.641351 0.0906018 0.0609245 0.0179804 43.4754 2.61087 1.59582 40.8645 40.3311 39.7716 6.91437 0.597201 0.0831475 0.0272299 0.0144008 0.0055764 6.31717 5.78377 32.8572 1.54499 31.3123 28.3326 0.698445 0.140466 0.0580244 0.0358989 0.082442 27.6342 0.60456
internal_count=4034 201 119 84 42 3833 65 56 3768 3742 3677 425 153 95 80 54 52 272 236 3252 103 3149 2131 177 162 122 68 40 1954 165
is_linear=0
shrinkage=0.1


Tree=379
num_leaves=31
num_cat=0
split_feature=22 2 18 12 19 22 6 16 9 7 20 22 23 22 22 21 17 16 22 20 14 5 7 6 20 21 20 16 15 8
split_gain=0.000806041 0.00853416 0.0323035 0.0223001 0.0112105 0.00603893 0.015411 0.0590862 0.0102185 0.00588125 0.00479973 0.00452314 0.00334609 0.0018387 0.00656631 0.0952766 0.00714195 0.0123972 0.00353033 0.00799226 0.00904608 0.010021 0.0150212 0.00849798 0.0063788 0.00481738 0.0118944 0.00796467 0.00551322 0.00452347
threshold=-0.067109999999999989 71.340832650850004 13.552878921100001 94.328280857900012 14.451165964200003 -0.053159999999999992 14.865347326450001 22.654947022900004 194.04304600165003 22.061824394000002 41.092444989200011 -0.046635000000000003 0.10184000000000003 -0.085584999999999994 -0.081354999999999997 8.3620534552000017 203.30705351230003 22.544947280100004 -0.08786999999999999 34.654301448200009 165.09063850220002 19.749058312400006 22.407814303000006 14.365335643750003 34.466665687600006 0.17201659740000003 38.244973486750006 18.594956516900002 21.178773360300003 8.6432548896500023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 9 6 -2 8 -8 -1 -4 -7 -10 18 15 16 -15 -18 19 23 21 -21 -23 24 -5 26 29 28 -28 -22
right_child=5 3 10 13 -6 11 7 -9 12 -11 -12 -13 -14 14 -16 -17 17 -19 -20 20 25 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.059823930270443318 -0.0017711813187009568 0.099240544576145118 -0.10058360868934553 -0.10032857864797232 0.068024493303262615 -0.0088034609938082483 0.033122319960359005 0.00041448037294143165 0.10010405948269122 0.022892465448564426 -0.029269744225634116 0.0002119888327941767 0.067117347425354676 -0.10151727383130223 -0.00038476313344829705 0.0012172664543320564 -0.10083058964724081 0.065507572796842703 0.007752472892975368 0.10015045789829712 -0.10042635386618315 -0.10010196743167964 0.075694263298816206 0.091224873042595231 0.099567707952977938 -0.00033385420100809073 0.089215897855814519 0.09540819163346409 -0.10037601333096031 0.05467187335260984
leaf_weight=0.016589332588238359 1.0397905328208477 0.022504498484429258 0.041452900808735649 0.0049580114426558399 0.028259921597054927 0.57481887606564797 0.064292098279110976 0.54151542268266439 0.056848173338266861 0.01783923149923794 0.012219934453014503 17.462371338738087 0.066986006830120459 0.10532698287474751 6.6072136961320229 1.0623911577640255 0.011223864196040267 0.0074578380372258826 0.60428120100715688 0.018934505525973644 0.0072679231391540311 0.0086832219051302673 0.011040807898098137 0.018650283162937598 0.0023544191972177941 15.65585462043841 0.0024431384748027076 0.022465116697276244 0.0041208127304344089 0.002536773016799998
leaf_count=31 60 22 59 79 21 27 19 19 21 10 33 1268 21 77 295 51 40 17 69 5 75 38 9 92 3 1482 14 12 58 7
internal_value=-1.90924e-06 -0.000387906 -0.0274047 -0.000257891 0.0213486 0.000471579 0.00604654 0.0171873 0.0654675 -0.0169643 -0.0843473 -7.53204e-05 0.0822605 -0.000350583 -0.00161474 -0.00846465 -0.0914103 -0.0344275 0.000251508 -3.6112e-05 -0.000127593 0.0481865 -0.00169751 0.0554011 -0.035967 -0.000246598 0.0349307 0.0670945 -0.0298089 -0.0602977
internal_weight=44.1027 24.2961 0.116361 24.1797 0.0626885 19.8066 1.76943 0.729642 0.188126 0.0344286 0.0536728 18.0372 0.123834 24.1572 7.79361 1.1864 0.124009 0.0186817 16.3636 15.7593 15.7333 0.0386585 0.019724 0.0259627 0.00731243 15.6947 0.0388338 0.0290291 0.00656395 0.0098047
internal_count=4034 2599 154 2445 62 1435 140 80 61 41 92 1295 42 2423 480 185 134 57 1943 1874 1700 52 47 174 82 1648 166 84 72 82
is_linear=0
shrinkage=0.1


Tree=380
num_leaves=31
num_cat=0
split_feature=8 19 14 5 20 22 12 18 22 6 22 9 19 2 4 21 7 9 9 13 16 13 20 9 8 5 9 7 3 10
split_gain=0.000677842 0.00573075 0.019073 0.0116822 0.010683 0.000737646 0.0132727 0.0116406 0.00407176 0.0115226 0.00303304 0.00300532 0.00226071 0.00511344 0.00216875 0.00381002 0.0221529 0.0257469 0.0022543 0.0241754 0.0218891 0.0135219 0.0122835 0.0138474 0.00941231 0.00278841 0.00302837 0.00274352 0.0158369 0.00472929
threshold=8.8430989333000021 14.351157895250003 168.39662374755002 24.279163357700003 39.792680591700012 -0.067109999999999989 90.84682862195001 13.552878921100001 -0.053159999999999992 14.865347326450001 -0.046635000000000003 194.45262321395003 14.551174033150001 102.94361713510001 199.39562187565002 7.7834773016000005 22.381996090050006 198.74336288960004 197.02865361825005 117.46680109370001 20.894951138500005 113.97180552410002 35.419594101850009 191.98656730705002 7.6440346712000009 29.205174763300004 66.346857137250012 25.677928533150006 77.360382703650018 78.962703749400006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 6 7 -1 9 -7 -10 -9 -12 -14 15 -8 -17 -18 19 20 21 22 23 -16 -24 -23 -27 -20 29 -29
right_child=1 2 3 4 -6 8 14 11 10 -11 12 -13 13 -15 18 16 17 -19 27 -21 -22 25 24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0084354537398708181 0.00047945949444227028 0.039079827521889599 -0.091095165886383264 -0.076972405331834387 0.083141616973657823 -0.0015922240033307057 0.00050431335314430844 -0.034003443375290571 -0.0071122884384983882 0.014941354588049445 -1.5945093922679903e-05 -0.10046455818118115 -0.0023356642370938041 0.011100804750572126 0.096689396430672384 -0.0013786427389233854 0.069443057718772211 -0.023006109174173978 0.00033173545720983981 -0.0014463968093356011 -0.086729704443223671 0.0986959507059883 -0.00067475493151391685 -0.10042022831560884 -0.10040279780839412 0.070654609883239447 -0.10005356387915927 0.058498519981551172 -0.0033266916281195062 -0.10057032230111494
leaf_weight=0.022428833536657922 0.55057996175244639 0.028544297523694695 0.039355260917602664 0.0077950577106093979 0.008953479844201695 1.0409256953445893 6.6000148535955629 0.0091416221877826942 0.57255430557953246 0.70836571993208952 16.286910094548038 0.026605818994653418 0.54858284522197098 0.58555222668314855 0.01244143217363658 0.5082239858622869 0.10429416264014435 0.042359650315802355 10.501246449819517 5.1500467769023288 0.063947013421056909 0.011920420818455568 0.015758554343671904 0.0049950649184893328 0.023691573324867932 0.0027266654701634243 0.0016791787974739236 0.00204591604779114 0.56495685152680153 0.021623256645761479
leaf_count=41 82 35 42 13 29 60 522 18 22 70 1135 63 7 47 95 27 40 39 370 143 36 15 605 6 46 21 38 19 164 184
internal_value=-1.79804e-06 -0.00324479 -0.0274686 -0.0613269 0.00862179 4.56323e-05 -0.000330582 -0.0480366 0.000497064 0.00510296 4.92913e-05 -0.0834686 0.000284661 0.00460156 -0.000213141 0.00122618 0.0085013 0.0427399 -0.000850746 -0.00254992 -0.0439848 -0.0066497 -0.0296728 0.040223 -0.0605659 0.0735711 0.0055934 -4.06476e-05 -0.00668406 -0.0868207
internal_weight=44.0683 0.635228 0.0846481 0.0561038 0.0167485 43.433 23.6901 0.0581763 19.7429 1.74929 17.9936 0.0357474 17.421 1.13414 23.632 7.25489 0.654878 0.146654 16.3771 5.28721 0.13716 0.0732129 0.0568866 0.0174365 0.0394501 0.0163263 0.00440584 11.0899 0.588626 0.0236692
internal_count=4034 201 119 84 42 3833 2492 122 1341 130 1211 81 1189 54 2370 628 106 79 1742 1005 862 826 752 101 651 74 59 737 367 203
is_linear=0
shrinkage=0.1


Tree=381
num_leaves=31
num_cat=0
split_feature=6 20 22 4 6 6 0 20 21 12 16 7 23 20 17 0 23 7 3 20 20 5 2 18 18 6 23 4 5 6
split_gain=0.000647153 0.00182255 0.00533331 0.0463733 0.00335469 0.00285112 0.00178858 0.00134239 0.00157737 0.00412933 0.00163507 0.00219251 0.00360708 0.00155456 0.00294791 0.00136501 0.00332568 0.0278272 0.0140761 0.00288894 0.00235667 0.00131622 0.00127799 0.0148238 0.00482761 0.0115711 0.0129015 0.0156169 0.0117001 0.0115297
threshold=16.465384711100004 41.50623664750001 -0.080574999999999994 248.34582299520005 16.505385645700006 16.525386113000007 86.479632682150012 41.385032804600009 5.2761091985000013 165.60032737180003 22.634947069650003 23.296055099200004 0.08376500000000002 40.583589072600013 184.94410812320004 86.20003303655001 0.10249000000000003 22.814487719050003 96.582858336350014 39.458743938000005 35.782584506850007 22.862610686750006 188.47750099235003 13.342238590850002 14.118140587000001 15.885371159150003 0.091470000000000024 305.06590732205007 17.505247228350004 13.65531905435
decision_type=2 2 2 2 2 2 2 2 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 7 5 -4 -5 -3 21 8 9 15 13 12 -12 14 -10 16 17 18 -2 20 -20 -7 -1 -24 -25 26 27 -26 29 -28
right_child=1 2 3 4 -6 6 -8 -9 10 -11 11 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 23 24 25 -27 28 -29 -30 -31
leaf_value=1.0974460912217359e-05 0.096686335237468835 -0.0067166630132732986 -0.0013925017963165548 -0.049338463555278669 -0.10139972060643038 0.0067466501028474865 -0.0039793559823800033 0.0049416204480911266 -0.0022580034725031262 0.0090396042931041153 -0.00036760029552927769 -0.00066353060693394642 -0.011913914262248651 -0.0011969584159370965 0.0082291167947559883 -0.0017781480470547514 -0.00067977122015638208 0.00090811356552494317 0.024957836485761276 0.049236429250135827 -0.10008626944648513 0.0006490540292303519 0.070286393790574608 0.00067389525909181775 0.079361201325814063 0.063371630889881042 -0.069406619778931603 -0.012586543991853506 -0.10029672503191836 0.092667417234884364
leaf_weight=25.527827746362561 0.047991318861019372 0.60580103250000483 0.55399864571465762 0.016276392588906674 0.051666156540306929 0.54380833980303611 0.52339456470508583 0.53610084562751659 0.5026972740429303 0.58907139567213551 0.50449992762878559 1.5001629286125533 0.5834891894737666 2.5516190869383308 0.57421882686321624 1.9952701046895525 1.4122855208643157 0.51355143776163459 0.0021014900109435075 0.0031747896810543352 0.0053297415576878393 1.0142702731476676 0.031493984542282027 3.6942644230512314 0.031538923536754138 0.042181974961408741 0.0086846981987597216 0.044584403133992256 0.019303908256560476 0.0088743168162181973
leaf_count=1967 15 93 131 15 62 20 12 12 11 94 8 10 35 38 30 21 31 6 60 75 71 113 40 163 60 50 103 614 69 5
internal_value=-2.37634e-06 -0.00054586 -0.00261028 -0.0109551 -0.0889279 -0.000678953 0.00107829 5.7554e-05 -0.000185213 0.00122546 -0.00122195 -0.0031422 -0.0065599 0.000147729 0.0033338 6.88195e-05 0.00192587 0.00835761 0.0736456 -0.0306119 -0.0647248 0.00277727 0.000268006 0.0019587 0.00139968 0.0186791 0.00199377 0.0255087 -0.0465653 0.0125055
internal_weight=44.0395 14.6308 3.30922 0.621941 0.0679425 2.68727 2.08147 11.3216 10.7855 4.56878 6.21669 2.58815 1.08799 3.62854 1.07692 3.9797 1.98443 0.572149 0.0585973 0.010606 0.00743123 1.55808 29.4088 3.88093 3.84943 0.155168 0.112986 0.0761233 0.0368629 0.017559
internal_count=4034 963 446 208 77 238 145 517 505 373 132 53 43 79 41 279 258 227 221 206 131 133 3071 1104 1064 901 851 674 177 108
is_linear=0
shrinkage=0.1


Tree=382
num_leaves=31
num_cat=0
split_feature=8 19 7 0 21 9 8 2 3 12 12 2 20 0 7 13 13 22 18 12 20 20 12 23 23 0 7 2 15 2
split_gain=0.000643466 0.00534689 0.015985 0.0085057 0.00575509 0.00125875 0.000657406 0.00132692 0.00501129 0.000909953 0.00155905 0.00167342 0.000799858 0.016554 0.0185801 0.0225603 0.00316784 0.00383466 0.00234302 0.00230949 0.00113412 0.00250596 0.00598219 0.00331429 0.00203871 0.00417399 0.0510041 0.00450455 0.00277582 0.00348058
threshold=8.8430989333000021 14.351157895250003 22.620600126450004 87.009258933850006 0.66785492670000013 212.35746315350005 8.7431769115000026 74.580378076100018 93.765354215650021 69.826413229550027 82.696898122450008 62.922191810850009 36.620308449100001 93.692765846100016 22.747724408400003 113.97180552410002 95.862351557400004 0.20949500000000004 14.150229224600002 137.49536069020004 40.241071441700008 40.00488309970001 221.60958460755003 0.10546000000000001 0.089920000000000014 96.851704149400021 23.397000037200005 174.09315058345001 29.037712645600003 118.06771887965002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 4 -4 -3 -6 9 -8 -9 -1 -11 -12 13 14 15 19 17 -14 -16 -13 21 23 -23 24 25 26 -18 -28 -26 -30
right_child=1 2 3 -5 5 -7 7 8 -10 10 11 12 16 -15 18 -17 20 -19 -20 -21 -22 22 -24 -25 28 -27 27 -29 29 -31
leaf_value=0.0040511676533972795 0.00032198941448962736 0.08075810285976423 -0.096613683101711756 -0.013039001414793965 -0.038752032973191602 0.017531345173611768 -0.0012405552193638862 0.010838137699509027 -0.00084416569275522386 -0.0053489367568212154 0.0038767926507742331 -0.028520056745474687 -0.10005978044013675 -0.0005572200814557332 0.089793750759380939 0.082983217232591222 0.0029768833964062694 0.089649966903873668 0.052420840595834822 -0.10058062656237617 6.4765564024823192e-05 -0.01318132609412194 -0.00029119464731885693 -0.0074063740743170103 0.0083575796619044952 0.00053760764134650352 -0.089007147741905879 -0.039231425828658163 -0.0013570644732614778 0.0074702983161339127
leaf_weight=0.5328392576569162 0.54917369302984198 0.013068191736238077 0.029163602867278371 0.020907874364638701 0.0074500957130680936 0.0085152096344245365 1.0146857838844874 0.57580290687474178 1.013513415324496 0.55983134661133149 1.0644416420909824 0.0061919381706346801 0.0059755449760342519 1.5630635039284912 0.034894146003580317 0.013764425003301994 0.5526486564759624 0.0012966968000291956 0.032305571949109435 0.015787109184735471 28.972939963507574 0.55747459915869502 1.0165699491917619 0.61138721466249979 0.57403338908002899 2.0419606389065805 0.070851119822691544 0.024456745170709837 1.957774879772842 0.57870615814408655
leaf_count=26 82 13 43 17 28 18 9 32 24 65 32 40 728 290 27 95 79 44 14 30 1828 45 15 92 67 74 56 26 37 58
internal_value=-1.89727e-06 -0.00317925 -0.027486 -0.0617162 0.0315477 -0.00873289 4.41068e-05 0.00158459 0.00338829 -5.42387e-05 -0.000108578 -3.46748e-05 -0.000142449 0.00200091 0.040843 -0.0174089 -0.000239047 -0.0662331 0.0718271 -0.0802797 -0.000226061 -0.00128119 -0.00485645 -0.000403495 0.000334635 -0.00168138 -0.00867428 -0.0762343 0.00207805 0.000656926
internal_weight=44.0215 0.628279 0.079105 0.0500715 0.0290335 0.0159653 43.3932 2.604 1.58932 40.7892 40.2564 39.6965 38.6321 1.66601 0.102943 0.0357435 36.9661 0.00727224 0.0671997 0.021979 36.9588 7.98586 1.57404 6.41182 5.80043 2.68992 0.647957 0.0953079 3.11051 2.53648
internal_count=4034 201 119 60 59 46 3833 65 56 3768 3742 3677 3645 496 206 165 3149 772 41 70 2377 549 60 489 397 235 161 82 162 95
is_linear=0
shrinkage=0.1


Tree=383
num_leaves=31
num_cat=0
split_feature=22 15 16 2 19 23 9 16 15 8 19 7 0 3 10 9 18 0 22 22 16 13 5 6 2 5 12 7 21 5
split_gain=0.000584082 0.00114607 0.0128714 0.0105992 0.00432299 0.00354765 0.00284096 0.00346027 0.00180342 0.000635544 0.00677125 0.0124558 0.00851513 0.00412132 0.00336404 0.000654983 0.000772 0.00525249 0.0521843 0.036764 0.0203829 0.017497 0.00883151 0.0058666 0.0265066 0.0389394 0.0220886 0.0188765 0.0139984 0.00888488
threshold=0.26941000000000009 19.763739472850002 14.184966829400002 137.73157856955004 10.650859343850001 0.084090000000000012 204.02774515060003 13.564968279200002 18.738366799200005 8.8430989333000021 14.351157895250003 22.589037079550003 87.009258933850006 94.031511570550009 57.772276765200012 222.81044357820005 13.893471991850001 93.399723909900004 -0.083424999999999985 0.010890000000000002 22.624947093000003 112.36141910395001 19.574963708700004 14.745344522600002 77.604108716450014 18.613387752550004 145.97209859650005 24.437987282900004 8.449163415300001 19.830540377400002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 8 7 -6 -5 15 -11 13 -13 -12 -15 16 -3 18 -18 20 -20 22 -21 -19 -25 27 -27 -26 -29 -28
right_child=-2 9 3 5 6 -7 -8 -9 -10 10 11 12 -14 14 -16 -17 17 23 19 21 -22 -23 -24 24 25 26 29 28 -30 -31
leaf_value=0.0019742306586668537 -0.0032273959116677683 0.00032207107821650418 0.093149548963876991 -0.069449488106517923 -0.10002744141762897 -0.10010733166428908 -0.10013142741443154 0.080521857048251155 0.082810807986265444 0.00055268872679204502 0.090598009511660693 -0.096016857484379992 -0.011754577279116399 0.045365906985367334 -0.053181371744549455 0.0034969150129055071 0.0024354825992326818 -0.00046606325620683078 -0.094450695731272613 0.0065975963970950294 0.003894070130846243 0.0404537574792041 -0.10049171077747238 -0.0029083976884769127 0.10039668794589528 -0.10062526643937611 0.096386968716306837 0.075473103563810817 -0.012825019435139737 -0.027636562705033247
leaf_weight=0.51819421979977454 0.55439779181669635 25.679558908499668 0.026993350270455352 0.0011383830983735521 0.001860025246413155 0.0042864073566306615 0.0069614581846337842 0.0024725635425708603 0.0024565709949300185 0.54763190731000477 0.0075601331191137424 0.028186089227610012 0.020875078800600022 0.0073397010564804077 0.0065598679784955038 0.53699257903782083 1.1305832958306927 13.953378244792404 0.12803214193707013 0.01353661021825836 0.02522743443842046 0.051299935337738134 0.01786326378959302 0.52892830560449589 0.076013239333406091 0.025896286824718118 0.011459177951564925 0.034079313329129945 0.037946569034829736 0.011647200331935892
leaf_count=559 166 1216 62 48 223 27 109 69 20 71 6 45 17 20 26 86 97 849 85 38 40 22 8 14 11 10 6 17 26 41
internal_value=-2.0773e-06 3.90807e-05 0.00451607 0.0633608 0.000640271 -0.0386647 -0.0605646 0.00301017 0.0345959 -1.98421e-05 -0.0032031 -0.0323688 -0.060164 0.0311767 -0.00114324 2.67179e-05 -1.79424e-05 -0.000562094 -0.00649193 -0.049267 -0.0782626 0.00446766 -0.0543251 -1.00686e-05 0.00875429 0.040061 -0.037206 0.0656373 0.0289536 0.0338706
internal_weight=43.9994 43.445 0.564363 0.0348747 0.529488 0.00788136 0.011294 0.00433259 0.00359495 42.8806 0.618153 0.0705209 0.0490612 0.0214597 0.0138996 42.2624 41.7254 16.0459 1.36654 0.235959 0.15326 0.0826998 0.0313999 14.6793 0.72597 0.197042 0.0490027 0.148039 0.0720259 0.0231064
internal_count=4034 3868 1117 157 960 95 401 292 68 2751 185 114 62 52 46 2566 2480 1264 290 193 125 68 46 974 125 111 57 54 43 47
is_linear=0
shrinkage=0.1


Tree=384
num_leaves=31
num_cat=0
split_feature=4 19 20 7 16 8 4 13 15 3 0 21 21 15 4 4 14 5 19 5 15 23 23 21 23 20 19 7 20 21
split_gain=0.000595105 0.00198212 0.00305254 0.00215103 0.0301954 0.0107486 0.00279507 0.00225149 0.00186813 0.00816708 0.00488386 0.00477926 0.00211314 0.00774744 0.0474082 0.00614691 0.0156535 0.00270477 0.0442713 0.0134134 0.00498334 0.00459421 0.00620382 0.0149716 0.00471081 0.00418125 0.00268942 0.00297319 0.00294981 0.00652403
threshold=244.52697497700004 14.551174033150001 43.047778594550003 22.977992916200005 22.624947093000003 8.1436447804000007 377.6847677435 107.54907905045002 38.213426205600008 93.579850604650019 85.812895065800021 3.8092755532000004 11.702496363450001 36.548474543700003 224.82737758030004 193.73972847335003 195.79334380740002 21.454033346250004 14.451165964200003 22.468249633400003 34.139075990150012 -0.52484999999999993 -0.10565499999999999 2.8525683144000005 -0.09053499999999999 44.952171034750002 14.551174033150001 22.545611589100002 41.035283712600005 4.6253815007000005
decision_type=2 2 2 2 2 2 2 2 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 4 5 6 7 -2 12 -10 11 -11 17 14 15 -14 -17 21 19 -19 25 -1 23 -23 -24 -21 27 -26 -29 -30
right_child=1 2 -4 -5 -6 -7 -8 -9 9 10 -12 -13 13 -15 -16 16 -18 18 -20 20 -22 22 24 -25 26 -27 -28 28 29 -31
leaf_value=-0.10028209165744773 -0.067530694402725772 0.0082127595664369998 -0.002170935075925889 -0.00050522151520441107 0.00060000912436474505 -0.10065229508327989 -0.10002244357346315 0.063301444245775537 0.012470159766129927 -0.00094943963770677655 -0.0084454276389828165 0.0095820263980828605 -0.10055064202175788 0.0017555947082220722 -0.0010372484856627617 0.060326903240356645 -0.10043610553687365 -0.10215387258835225 0.0035295365097865287 -0.08192021700966623 0.09320632609327538 0.084210845757612562 -0.036972426421708456 -0.015796675790137504 0.0077796225734895474 0.065810284144179984 -0.0045020350460650933 -0.00035342919644615898 0.011991313078124857 0.0011903739267758423
leaf_weight=0.0045272388455143133 0.0016330871636235367 0.63477666217177275 0.51103455711981383 16.32717799308444 0.51838175754376437 0.042775890215125401 0.0017828039865055443 0.0067606152995836055 0.66075311556050964 1.4184118424809646 0.54013091493106902 0.61893665550394406 0.05762901670146936 1.0165573368431067 0.5005287860538421 0.0095030462834984064 0.016701143501277826 0.056875381999413999 0.52969952067451231 0.0060383226417854985 0.0046079324092715987 0.029001036348147546 0.033723698790725787 0.030939163531723324 0.57566518849022941 0.0028062503604360245 1.0473562609986391 12.977720484064976 0.62729714780446144 5.1540565367341173
leaf_count=9 133 77 19 1611 45 26 82 74 47 38 19 71 57 8 24 4 50 76 41 342 5 35 9 31 84 34 42 491 293 157
internal_value=-2.4055e-06 -0.000443358 0.00358161 -0.000716273 -0.00674755 -0.0786771 0.0136936 0.0378466 0.000304572 0.0025514 8.66521e-06 0.00224997 -1.6211e-05 -0.00351876 -0.012694 -0.0822913 -0.0421348 0.000249786 -0.00636794 -0.0809143 0.00888369 0.000443671 0.000465942 0.0325902 0.000371626 -0.0350475 0.000433414 0.000700766 0.000483535 0.00236231
internal_weight=43.9638 18.0443 1.14581 16.8985 0.571334 0.0529524 0.0101765 0.0083937 25.9195 3.23823 2.57748 2.03735 22.6812 1.60092 0.584362 0.0838332 0.0262042 21.0803 0.600027 0.0703279 0.0134525 20.4803 20.4758 0.0599402 20.4158 0.00884457 20.3821 19.3347 18.7591 5.78135
internal_count=4034 2067 96 1971 360 315 289 207 1967 175 128 109 1792 143 135 111 54 1649 498 457 381 1151 1142 66 1076 376 1067 1025 941 450
is_linear=0
shrinkage=0.1


Tree=385
num_leaves=31
num_cat=0
split_feature=22 2 7 17 22 5 22 9 0 17 18 22 4 21 18 13 20 20 9 18 5 2 9 9 0 22 10 21 21 20
split_gain=0.000561395 0.00744758 0.0267099 0.00733106 0.0137897 0.00622859 0.00365431 0.0114459 0.0729389 0.00559262 0.00347376 0.00260314 0.0019283 0.00266978 0.00450453 0.00693246 0.00212311 0.00990784 0.0118577 0.00742245 0.00800939 0.00222496 0.00180624 0.0348394 0.00257848 0.0021761 0.00690164 0.0376444 0.016264 0.00476472
threshold=-0.067109999999999989 71.340832650850004 23.314707969200004 188.83172615260003 -0.095854999999999996 21.043187000650004 -0.053159999999999992 194.04304600165003 94.354126546200021 196.31479727660005 12.993189857450002 -0.046635000000000003 199.39562187565002 5.4279412736500001 12.971888692100002 108.65403534205002 34.654301448200009 33.96174662340001 192.57902085675002 12.885811969150001 29.026000224750003 310.17567643235003 192.57902085675002 189.78071820640002 86.479632682150012 -0.083954999999999988 62.068432857650002 3.6533552218000005 4.5829628528000006 42.388109226950007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 10 9 -9 -2 -8 13 -3 -15 -16 17 18 -14 20 -18 -22 23 -21 -25 29 -27 -28 -29 -24
right_child=6 12 -4 -5 -6 -7 11 8 -10 -11 -12 -13 16 14 15 -17 19 -19 -20 22 21 -23 25 24 -26 26 27 28 -30 -31
leaf_value=0.078398045076037592 -0.0074298559496292424 -8.4437237414050392e-05 -0.10043332961826908 0.041767300851881975 -0.10036715467958393 -0.028095514322588888 -0.0066662111311898671 0.096516472260765096 -0.0016461532876223463 0.054179770268000527 0.0038931753064471442 0.00018646122019090201 0.091728569152763714 -0.00089566869848132266 -0.00039784237504488797 0.014918376479610218 -0.09364533318932057 0.096629597567009021 -0.10035256349700682 -0.001164734754957138 0.063856155879623025 -0.060114973264714024 -0.0002258648843369801 -0.10121426050445931 -0.058289032107977992 -0.00061284949842361027 -0.0014387155798354938 4.2920144927349487e-06 -0.090279709965567001 0.0085160347570458744
leaf_weight=0.011239753420341003 0.52219873556168994 5.532454526020163 0.033551248117674959 0.033612412749789655 0.01409067792701435 0.010740241137227713 0.57256903028620598 0.084851210809119837 0.52597548649782766 0.049348696076776832 0.56310762677465931 17.412731623243197 0.0051095347553670187 1.0088275581049404 0.5281720388779545 0.67088796967436792 0.017049164243707504 0.01150531879614114 0.0086628009337346157 1.546229996663288 0.0054400240186112106 0.0019726794826624428 9.8299089466753635 0.030128684282374141 0.026131006705384152 3.5469478804573198 0.55828528985477976 0.026908807525387601 0.077187476442304614 0.66570851373430961
leaf_count=14 11 486 84 17 9 30 27 28 41 25 35 1268 95 40 42 89 66 22 13 599 44 39 442 18 32 82 79 12 80 165
internal_value=-3.63488e-06 -0.000326413 -0.0271284 0.0081667 -0.023144 0.0263613 0.000392268 0.00476076 0.0151436 0.0809482 -0.00155494 -3.16963e-05 -0.000211593 0.0010888 0.00402867 0.00817176 -0.00082695 0.028132 -0.0290905 -0.000871771 -0.0559149 0.0308648 -0.000789204 -0.00397728 -0.0812767 -0.000441779 -0.00236268 -0.0117328 -0.0669414 0.00032861
internal_weight=43.9315 24.2008 0.103234 0.0696831 0.0360707 0.02198 19.7308 1.74548 0.660175 0.1342 1.08531 17.9853 24.0975 7.74034 2.20789 1.19906 16.3572 0.0252777 0.0137723 16.3319 0.0244619 0.0074127 16.3074 1.60249 0.0562597 14.7049 4.20933 0.662382 0.104096 10.4956
internal_count=4034 2599 154 70 53 44 1435 140 94 53 46 1295 2445 657 171 131 1788 130 108 1658 149 83 1509 649 50 860 253 171 92 607
is_linear=0
shrinkage=0.1


Tree=386
num_leaves=31
num_cat=0
split_feature=20 20 16 22 18 7 23 6 20 9 9 12 21 22 2 22 15 8 21 7 5 21 0 22 23 17 20 20 8 9
split_gain=0.000551236 0.00299003 0.00309935 0.0305422 0.0134071 0.00436412 0.00338243 0.00355787 0.00291838 0.00220039 0.00367352 0.00192753 0.00177915 0.0331057 0.0194065 0.0130738 0.0256269 0.0100481 0.00868357 0.00458793 0.00363026 0.00229174 0.00160201 0.00119075 0.0115225 0.0115113 0.011101 0.0025537 0.00117644 0.00109444
threshold=38.400997490450003 38.244973486750006 19.644954061550003 -0.046635000000000003 13.843998451900001 22.407814303000006 -0.10565499999999999 14.785345457250001 38.748048509250005 197.02865361825005 216.65333892300001 86.968866757150025 1.8675847688500002 -0.0034049999999999996 114.12323913765002 -0.071864999999999998 39.883592142850006 8.0437227585500022 1.0020322129000003 23.604435110900003 14.285627908 2.0976681454000006 89.582113364650013 -0.22403500000000001 0.091375000000000026 207.89802496125003 41.942745071500006 47.927946529500012 8.6432548896500023 66.346857137250012
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -2 22 -11 -10 13 14 18 16 17 20 -13 -15 -16 -14 28 24 25 26 -23 -28 -4 -29
right_child=8 -3 9 -5 6 -7 -8 -9 11 10 -12 12 21 19 15 -17 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.056021282124094511 -0.0072922329429023387 0.0079102384288690774 0.0040900393235051144 -0.00069969836924990562 -0.10012809165288489 0.10005487753181697 -0.097862255805324525 0.10006070877135975 0.0055790077752886644 0.011004032294409109 -0.0006624272526354882 0.016757836505873834 -0.006450009647829694 -0.013989372979456755 0.041404259977469743 0.090117081817637654 -0.092322132779822069 0.082385986083199553 -0.065722354844691508 -0.10042025303245544 -0.086447106427972542 0.09246309842040229 -0.0042955441205014076 -0.00014593457032331208 0.00016581307093295266 -0.091425014913791791 -0.10003192386121927 0.043054094527375367 -0.0017812637764087144 -0.039224525307105906
leaf_weight=0.0026985054063551894 0.56150064287637391 0.55304016154382996 0.89837294096742037 1.5957588245583727 0.0017211146472843599 0.0053302764135878533 0.049383294289891799 0.0018336119828745723 0.60299075279192393 0.58611520566046216 0.5002714732545428 0.02684053786123286 0.57218868479365781 0.0080330118057404531 0.0037321377092016661 0.049583574696953292 0.015031578037906002 0.035865396987901477 0.024339154013432562 0.026083323256443691 0.0054846384381335156 0.035336179677083135 0.59713139558789396 36.022701399858228 0.55377507730827702 0.0051569996498841411 0.0032527804961872686 0.0038134986777542679 0.55032765754731372 0.0028063624341712057
leaf_count=148 62 30 56 210 45 6 283 1 107 49 6 32 100 14 45 55 50 40 18 75 68 40 51 2026 99 46 203 33 8 28
internal_value=-3.67776e-06 0.000948335 0.000144356 -0.00335362 -0.0728179 0.0475971 -0.0910805 0.00313402 -0.000135572 0.00199454 0.00563173 -2.98143e-05 -0.000120258 0.00940685 0.0283816 0.052105 0.0207516 0.0584533 -0.0224667 -0.0800693 -0.0346764 -0.000170198 6.31028e-05 -7.20945e-05 0.00433072 0.0501241 0.0662707 -0.0274773 0.00185967 0.00817366
internal_weight=43.9005 5.34198 4.78894 1.65673 0.0609668 0.00802878 0.052938 0.00355473 38.5585 3.13222 1.08639 37.997 37.394 0.194993 0.160877 0.109697 0.0601138 0.0450822 0.0511797 0.0341163 0.00921678 37.199 2.04583 36.6268 0.604141 0.0503658 0.0452088 0.00987264 1.4487 0.00661986
internal_count=4034 893 863 693 483 154 329 46 3141 170 55 3079 2972 397 308 258 203 153 50 89 113 2575 115 2475 449 350 304 264 64 61
is_linear=0
shrinkage=0.1


Tree=387
num_leaves=31
num_cat=0
split_feature=12 21 20 23 22 22 7 10 7 14 2 12 22 22 22 22 18 21 16 19 19 6 13 3 7 17 17 6 5 20
split_gain=0.000593222 0.00198604 0.00216891 0.0185223 0.00692794 0.0138094 0.00247812 0.00147326 0.0229719 0.002813 0.0014066 0.00232665 0.00127229 0.00113423 0.00395365 0.0367124 0.0217729 0.0282875 0.0171736 0.0108932 0.00336588 0.022237 0.00781796 0.00766797 0.00155586 0.0221877 0.00840864 0.00150458 0.0207726 0.021225
threshold=107.96682590455002 11.859661033550003 40.844669808050007 0.082745000000000027 0.059320000000000012 -0.101395 22.575645983950004 71.246828915000023 22.444423115000003 156.61564208075004 88.501682544250016 110.12280952625001 -0.10423499999999999 -0.02903 -0.053159999999999992 -0.067109999999999989 13.843998451900001 7.6056575014000005 22.604947139800004 14.351157895250003 14.451165964200003 16.535386346650004 117.45067034490002 93.090551224900011 23.109894804950002 186.57794620975002 189.95176274255002 16.235379337050002 20.769304081650002 43.182896969600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 -1 8 9 -5 11 -2 -8 14 15 27 18 -18 -17 -16 24 22 -22 -24 25 -15 -27 28 -12 -30
right_child=10 -3 3 7 -6 -7 12 -9 -10 -11 13 -13 -14 20 19 16 17 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0069665505859445448 -0.00041886431455653541 -0.0052456047596638423 0.087179753697020898 -0.028657087234114427 0.099507506500695481 -0.051120470043013372 -0.0045633080362833664 -0.00038874630375068344 0.057912937978167406 -0.10029605578729789 -0.00071163541604208095 -0.0086782247930773087 0.00050818249717273357 0.0016052746904745641 -0.015992601792724208 0.10017299317636544 -0.084757733912319722 0.057762229944872706 0.029085230253238777 -0.00013647348781940381 0.010891638669592375 -0.00091253698245437288 0.095094542042024055 0.034341515184506184 0.00066466030382628929 -0.020608951240998256 -0.1008804805845946 2.4255192084976022e-05 -0.04968553882722021 0.0636459933798975
leaf_weight=0.57308549285724186 1.034515147939606 0.52579648232136911 0.017091068599029313 0.010122353390215721 0.026001025769687658 0.012500577448598338 0.53367145555654261 0.51267607118091263 0.043261603779683355 0.011954216362255465 4.3087983849837439 0.50881586878235729 6.7686820123749394 0.51649157812520563 0.59775076897802693 0.06893120102085859 0.026198707081533712 0.029730397257214491 0.067030845823865093 1.5746319532206028 0.043024548504036697 0.56492936388086434 0.039809848516597413 0.043449936969295777 8.7930125359248468 0.022963981178630632 0.030226740306314781 16.409558299848221 0.14624463128950882 0.018630317233111704
leaf_count=116 80 42 27 15 13 20 63 89 35 25 1201 25 159 178 69 20 19 36 27 41 24 36 15 27 581 38 28 750 109 126
internal_value=-3.3021e-06 0.000718779 0.00108733 0.00671603 0.0618473 0.0287568 0.000634485 0.00141358 0.0155555 -0.0674488 -0.000190529 -0.00314187 0.000137547 -5.37517e-05 -0.000437546 -1.8855e-05 0.0435216 -0.00899798 0.0651259 -0.00449943 0.000833691 0.00756774 0.045504 0.06339 0.00033654 -0.00472797 -0.0662249 -0.000418938 -0.00204458 -0.0368795
internal_weight=43.8796 9.03484 8.50905 0.633607 0.0555927 0.0295916 7.87544 0.578014 0.0653382 0.0220766 34.8447 1.54333 7.30235 33.3014 23.2475 21.0751 0.191891 0.0559291 0.135962 2.17238 10.0539 0.691214 0.126284 0.0832598 9.36269 0.569682 0.0531907 20.8832 4.47367 0.164875
internal_count=4034 604 562 224 60 47 338 164 75 40 3430 105 222 3325 2398 2288 102 55 47 110 927 102 66 42 825 244 66 2186 1436 235
is_linear=0
shrinkage=0.1


Tree=388
num_leaves=31
num_cat=0
split_feature=4 14 22 20 20 22 22 7 15 18 10 7 17 16 22 23 7 22 15 21 20 17 8 23 20 23 8 20 15 20
split_gain=0.000505486 0.00908821 0.0199751 0.0155536 0.0196458 0.00770702 0.0296747 0.00234985 0.00232913 0.0260669 0.0133097 0.0117819 0.0101607 0.00931683 0.0103138 0.00715588 0.00575155 0.00416444 0.00291148 0.00229867 0.00229515 0.00184051 0.00331435 0.00254996 0.0252477 0.00788601 0.00450352 0.00304997 0.0196788 0.0290939
threshold=202.19493194685001 216.04581652670001 -0.117885 39.685256516350002 38.179089776100007 -0.063749999999999987 -0.058374999999999996 23.296055099200004 25.621990087700002 15.912798531700002 71.365121072750014 25.848736900700004 203.92158861145001 14.504966081100003 -0.083424999999999985 0.089920000000000014 26.0252225485 -0.167075 28.504445985850001 3.8781687083500005 47.927946529500012 200.36843462235004 8.1436447804000007 -0.10565499999999999 40.280372415600006 -0.26958499999999996 8.543332867800002 41.360869295700006 38.884669609800007 41.942745071500006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 7 4 -4 -5 -7 -2 9 10 17 12 -11 -13 15 -15 -12 19 -10 -3 -21 23 -23 24 25 26 -1 -25 -29 -30
right_child=1 8 3 5 -6 6 -8 -9 18 11 16 13 -14 14 -16 -17 -18 -19 -20 20 -22 22 -24 27 -26 -27 -28 28 29 -31
leaf_value=-0.10025494509108807 0.017884879960171761 0.09440172917811511 -0.058317093471624781 -0.10064526048013607 0.058951670033682582 0.10010139013471026 -0.088828445807921125 0.091396745781455457 0.0070208671839323226 0.094780708192061039 -0.10051007149590724 -0.00091294340993106906 -0.050671582480419232 0.075876982027057463 -0.10043019975151964 -0.075141694669076553 0.02457027883912145 -0.10012173866597324 -0.00010641172852789165 -0.10002235793233778 0.042997927759070312 -0.00018092640599247562 -0.0088222973930958404 0.00014390898053850569 -0.1006669437830493 0.076435494465497023 0.04471962692480435 0.0020636057966646033 0.099589781874049696 -0.0053507507342162568
leaf_weight=0.0044152779779409457 0.006329841566824256 0.0053953451933033136 0.027982349675849671 0.03648329478994583 0.029186302327161684 0.0113822550047189 0.03083575274433592 0.013890812353679394 0.58738394765084834 0.021971746880750431 0.046045363500666792 1.0166547689426879 0.0061460732284697164 0.0076846468399480727 0.019824986655862742 0.0053027295516585582 0.0039952481866158953 0.0022991144933336436 23.646885489086671 0.001561878498146374 0.0039846555291456198 2.0382047528719052 0.5674065533733027 13.320875441417771 0.013139105310514765 0.037302747072064046 0.0041630716295912862 2.233235822271936 0.051946953728474798 0.053759817099489737
leaf_count=40 39 28 37 38 20 4 71 31 131 95 235 644 35 38 34 24 28 121 964 91 35 51 83 408 127 59 4 476 9 34
internal_value=-1.88735e-06 -0.000289509 -0.0243453 -0.0381457 0.00155211 -0.0669822 -0.0378917 0.0683847 -0.000141534 -0.00455714 -0.0669327 -0.000894108 0.0629873 -0.00260565 -0.0550523 0.0142162 -0.0905236 0.0222225 6.63374e-05 0.0479295 0.00272407 0.000398852 -0.0020627 0.000806888 0.0215536 0.0565543 -0.0298988 0.000728696 0.00405921 0.0462197
internal_weight=43.8557 25.5312 0.156091 0.13587 0.0571687 0.0787013 0.042218 0.0202207 25.3751 1.14087 0.0632816 1.07758 0.0281178 1.04947 0.0328124 0.0129874 0.0500406 0.013241 24.2343 0.0109419 0.00554653 18.3244 2.60561 15.7188 0.0590202 0.0458811 0.00857835 15.6598 2.33894 0.105707
internal_count=4034 2743 240 170 57 113 75 70 2503 1408 538 870 130 740 96 62 263 275 1095 154 126 1291 134 1157 230 103 44 927 519 43
is_linear=0
shrinkage=0.1


Tree=389
num_leaves=31
num_cat=0
split_feature=20 0 15 21 7 15 7 9 21 0 6 22 0 22 23 0 20 15 9 7 2 4 14 23 5 3 5 3 2 3
split_gain=0.000493922 0.0133465 0.0143666 0.00714227 0.00953688 0.00499832 0.00443241 0.00314551 0.00650143 0.027416 0.0216696 0.00895932 0.0105869 0.00694034 0.00274162 0.00257946 0.00240361 0.0315073 0.00205815 0.00165392 0.00144992 0.00123378 0.0215965 0.00250755 0.00183874 0.0234116 0.00125703 0.00404505 0.00111712 0.00106932
threshold=42.599563320500003 86.103248543850015 39.296024648600003 6.5119136755000007 22.516377366000004 31.025894238900005 19.623463571950001 207.30588428080003 4.797392351550001 86.420486603250012 14.335334942800001 -0.097294999999999993 94.75470680765001 -0.16276499999999997 0.079470000000000027 81.446839061900008 43.752965619700007 37.050691080100002 185.44496129890004 18.016810948500005 217.08409765600001 313.22340827140005 332.05400081050004 0.087555000000000022 23.730745871350006 93.579850604650019 22.938948824900006 94.340684255550016 209.01099100540003 93.337889372900023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 3 6 5 15 -2 8 9 -3 13 12 -12 -11 -9 19 20 -18 -4 -5 -10 24 23 -23 26 -26 -1 -28 -27 -24
right_child=1 7 18 4 -6 -7 -8 14 16 10 11 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 22 29 -25 25 28 27 -29 -30 -31
leaf_value=8.5920642595342731e-05 0.090872687450362533 -0.10114460281442389 -0.035703133089681635 0.058854262122885186 0.093154501413348967 -0.10020778318127251 -0.10016511552961277 -0.0010626895099958226 -0.0014968903282274117 0.088375265905212511 0.10006823039712308 0.096910672296910999 -0.10041591791241505 -0.1003903893294521 -0.009768484884485569 0.097425283222868045 -0.00033886788944580707 0.086997917735587238 -0.10025892475024933 -0.046145799968954473 0.0027801714664290704 0.091729371923360753 0.013679307938623882 0.03890847975707612 -0.055408987056590323 0.001565390387329609 0.0095351272418840935 -0.0012098351125091158 -0.0030945617579293174 -5.7783538979160326e-05
leaf_weight=32.68243026197662 0.0014155917985351216 0.013733600033447035 0.0059431707111343704 0.0021350832331847869 0.011925975367972796 0.0056985616422906551 0.0085499949034755218 0.99970160796595997 3.0548550021556302 0.0023976818082029902 0.0050370383978588507 0.04835657327384979 0.0055209386991919018 0.010379725498022907 0.5668419653513439 0.0028568802265809268 0.52386277648433655 0.044842161587439477 0.029218501480741566 0.0050445701816101973 1.0702906879245313 0.027735118264321179 0.059985708215597788 0.013296046164544606 0.081394719481067468 1.0454613019805736 0.58362710313758615 0.87658604794518169 1.0128289370971399 1.0237017501758741
leaf_count=1622 47 3 14 34 8 18 105 26 94 20 4 58 51 114 148 16 462 13 102 89 35 23 354 43 27 345 39 34 48 38
internal_value=-1.98391e-06 -0.000812424 -0.0433896 -0.000442483 0.0257085 -0.0254104 -0.0730286 -0.000324053 0.0009506 0.0282903 0.0530854 0.078689 -0.00476821 -0.0649685 -0.00421282 0.0170582 0.000453032 0.0065476 -0.0893474 -0.0149209 -0.000387184 0.000137078 0.00339895 0.0746129 3.59631e-05 -0.00280775 0.000214176 0.00308478 -0.000727646 0.00070261
internal_weight=43.8257 6.41861 0.0727883 0.0376267 0.0276611 0.0157351 0.00996559 6.34582 4.77928 0.0854256 0.071692 0.0589146 0.010558 0.0127774 1.56654 0.0100365 4.69385 0.568705 0.0351617 0.00717965 4.12515 37.407 1.12472 0.0410312 36.2823 2.13968 34.1426 1.46021 2.05829 1.08369
internal_count=4034 1461 433 317 165 157 152 1028 854 250 247 113 55 134 174 139 604 475 116 123 129 2573 458 66 2115 420 1695 73 393 392
is_linear=0
shrinkage=0.1


Tree=390
num_leaves=31
num_cat=0
split_feature=22 23 9 20 23 22 4 13 16 2 16 23 21 15 6 21 7 22 6 0 22 20 23 2 15 3 18 8 7 20
split_gain=0.000522 0.0041304 0.0232599 0.0155421 0.0107339 0.0116668 0.00935698 0.0164937 0.0019779 0.00139911 0.0109008 0.0281555 0.0169902 0.017289 0.0214198 0.0170666 0.0161402 0.013972 0.0098491 0.00876928 0.00781684 0.00725607 0.00610617 0.00513461 0.00354298 0.00286261 0.00296422 0.00282279 0.00276631 0.00393344
threshold=-0.037054999999999998 -0.032704999999999991 208.51380245710001 41.770271989050009 -0.059734999999999996 0.04932000000000001 137.02556730370003 109.49014582065001 22.654947022900004 121.36426933400001 20.629951758200004 0.096995000000000012 10.831557286200001 20.520114807950005 14.785345457250001 7.6683431583000008 27.703316924600006 -0.58287999999999995 13.915325129350002 94.203572890950014 -0.12546499999999997 42.094663496250007 0.11531000000000002 167.50942450365002 19.215947067900004 81.105404879350019 17.399600107550004 8.543332867800002 23.032902590750002 41.243661560350013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 5 -2 -7 -8 -3 -1 11 12 13 21 16 20 -15 -13 25 -20 23 27 -19 -16 -23 26 -14 -11 29 -12
right_child=1 8 -4 -5 -6 6 7 -9 -10 10 28 17 18 14 15 -17 -18 22 19 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00043093579682319328 0.091832196693435952 8.2844215526525563e-05 -0.10045835200159699 -0.10049009840925383 -0.033839761347357063 -0.10071412506334121 -0.10017425318834738 0.099863023841885001 0.0056749706831320749 0.088885734620640325 -0.010670714676045259 0.054849058494020067 -0.1000669183710422 -0.095999511376646585 -0.086806831567699305 -0.07899313842369042 0.063324121143446377 -0.1014931190531998 0.062890490805144167 -0.10009350064488397 0.088735753022107414 -0.092599792011593046 -0.0081677468888188328 0.046712574302499921 0.096752429709096227 0.097915125239480705 0.085949141339442994 -0.035024464146644542 8.6608446859840101e-05 -0.001423494983676343
leaf_weight=15.101236233498136 0.049749072469678524 13.521050636203373 0.014056086970470005 0.0075550692218437901 0.01333364453336594 0.0059695440577343098 0.0058026151685481855 0.014230709250341533 0.66352447159430106 0.020318156996494974 0.59340999714913722 0.0074556924820967643 0.0015762084049745209 0.051735015481584767 0.0052072004631895652 0.013897021787926178 0.0072494066644956936 0.05596321660405934 0.0067137638760641494 0.0064947356595439487 0.021518488369608235 0.0043379792258626529 0.0080149063259593589 0.0064449729539237666 0.0012796591506401001 0.026127859088272753 0.0018765649636560688 0.0020214107479432633 11.520733432128479 2.0459259574527096
leaf_count=1071 47 807 15 137 10 3 76 15 105 263 40 23 114 187 34 31 46 121 40 21 22 132 35 31 6 83 63 6 345 105
internal_value=-1.38067e-06 0.000494594 0.0197362 0.0372181 0.0488967 0.0634597 0.00917713 0.0419226 0.000344432 -0.000241645 -0.000946572 -0.0217208 -0.000313392 -0.0178304 -0.0362722 0.0140379 -0.076418 -0.0747042 0.0545472 -0.0172502 0.0530137 0.0521264 -0.0898017 -0.0129555 -0.0494667 0.0866065 0.00103187 0.0776736 -0.00058239 -0.00350258
internal_weight=43.8048 14.2953 0.110697 0.0966407 0.0890856 0.0757519 0.0260029 0.0200333 14.1846 29.5095 14.4083 0.248232 0.176798 0.134009 0.106052 0.0470677 0.0589844 0.0714338 0.0427891 0.0132085 0.0331707 0.0279572 0.0639781 0.0116522 0.00561764 0.0295806 0.00345277 0.0223396 14.1601 2.63934
internal_count=4034 1215 303 288 151 141 94 91 912 2819 1748 1258 1079 758 351 118 233 179 321 61 87 407 156 65 138 260 177 269 490 145
is_linear=0
shrinkage=0.1


Tree=391
num_leaves=31
num_cat=0
split_feature=6 16 12 12 8 23 7 4 17 15 10 22 15 14 10 18 5 23 2 22 22 13 18 9 8 6 17 23 0 13
split_gain=0.000507476 0.00171424 0.00174411 0.0175601 0.0197308 0.00706019 0.00797434 0.00545798 0.0187615 0.0101068 0.0148694 0.00334327 0.00380515 0.00201681 0.0133623 0.017174 0.0141163 0.0151874 0.0108196 0.0105358 0.00204372 0.00162286 0.00237688 0.00159022 0.0178519 0.0100567 0.00521728 0.00420153 0.00179901 0.00387429
threshold=16.455384477450004 22.654947022900004 246.36519872610003 273.67701475470005 8.3434888241000014 0.09450500000000002 26.560603234350001 371.57449297710008 203.92158861145001 45.169600924000008 65.084882880000023 -0.077085000000000001 28.176737565850001 285.93967426180006 62.116825104000007 13.843998451900001 21.043187000650004 0.091935000000000031 206.07223625840001 0.24901000000000004 -0.11572 101.26615239960002 17.831113090000006 186.68586460755003 8.0437227585500022 16.395383075500003 162.57770630285003 -0.52484999999999993 86.382848189450016 117.55283175385001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 4 5 6 -4 -5 -9 10 -10 12 -12 23 -15 -16 17 19 20 21 -19 22 -17 24 -1 -26 -25 -28 -29 -30
right_child=-2 -3 3 7 -6 -7 -8 8 9 -11 11 -13 -14 14 15 16 -18 18 -20 -21 -22 -23 -24 26 25 -27 27 28 29 -31
leaf_value=0.001038986981253725 -0.00045896588566593478 0.0053990604652960194 -0.092849704853142506 0.00090166167585394887 -0.10093860507419357 0.095189700617145101 0.073575392071133505 -0.098724107791067647 0.10003752928913041 -0.10015877121643113 -0.10007472769084923 -0.10011667947798478 0.054271470854479066 0.00092104507061320647 0.1000933248213791 -0.10006146269046623 -0.10035886301766708 -0.024185675079485394 0.067902301343515326 -0.10029421619646456 -0.1001688016060264 0.087843152612739644 0.065914435939932112 -0.10022414977041022 0.0089171884360919901 0.10007198481795279 -0.10023497541958665 -0.0028188793006385365 3.8315984182317269e-05 0.0085746643563419968
leaf_weight=1.0315279255995715 15.611913117491669 0.63250165666477087 0.0071863519408309484 1.0124328529693114 0.037077100780606997 0.0079859951700602672 0.0048035860303974331 0.023974663866742296 0.01722886532661505 0.0062751136417773514 0.0023945293214979726 0.0056094260608432487 0.0047973674460277671 1.0342771174912768 0.031467255228572633 0.0011481735524028194 0.009710136291021243 0.0050182927976614141 0.0072749434666086179 0.0035276727026829482 0.012015466610720617 0.033894705359671207 0.0034716165854921099 0.0051985982717636095 0.020668267912696936 0.029205546365119517 0.0041839583916772885 2.0924452203612764 21.529753255645833 0.54513890075031568
leaf_count=536 998 91 33 27 29 7 25 299 30 20 121 57 25 22 25 67 37 23 22 25 54 51 103 91 22 30 8 65 1075 16
internal_value=-1.66265e-06 0.000251847 0.000133588 -0.00371404 -0.0577735 0.0223449 -0.026174 -0.000838853 -0.0300717 0.0152638 0.0393825 -0.042251 0.00288218 0.000298245 0.00440913 0.0379599 0.0122546 0.028735 -0.0341837 0.0651145 -0.0777835 0.0802648 0.0246638 0.00011241 0.00386415 0.0622964 -5.5402e-05 -3.38586e-05 -1.65113e-05 0.000249121
internal_weight=43.7741 28.1622 27.5297 1.12977 0.057053 0.0199759 0.0119899 1.07271 0.06028 0.0363053 0.0300302 0.0128013 0.0071919 26.3999 1.14181 0.107528 0.076061 0.0663509 0.0243087 0.0420422 0.0170338 0.0385145 0.00461979 25.2581 1.0814 0.0498738 24.1767 24.1715 24.1673 22.0749
internal_count=4034 3036 2945 673 94 65 58 579 552 253 233 203 146 2272 429 407 382 345 99 246 77 221 170 1843 588 52 1255 1164 1156 1091
is_linear=0
shrinkage=0.1


Tree=392
num_leaves=31
num_cat=0
split_feature=12 9 2 8 20 18 20 9 23 2 23 17 5 20 15 23 22 23 19 19 9 5 19 22 18 23 18 9 20 7
split_gain=0.000476657 0.0027962 0.000899535 0.000624561 0.00321576 0.001259 0.00139927 0.000590529 0.0108396 0.00579924 0.00369702 0.00356446 0.00329623 0.00263724 0.0145087 0.0149241 0.00706388 0.00732493 0.00170294 0.0237938 0.0262192 0.010167 0.0169921 0.00381512 0.00261947 0.00962301 0.00743519 0.0509404 0.0303407 0.0104453
threshold=82.696898122450008 192.57902085675002 62.922191810850009 8.7431769115000026 40.00488309970001 14.164583421250002 41.646178195200001 206.75106037490002 0.076835000000000028 68.946226135900005 -0.089139999999999997 196.31479727660005 14.438098050150002 35.782584506850007 35.517387705950007 0.098105000000000026 0.0041150000000000015 0.094375000000000028 13.051052998800001 12.551012654050002 189.46063690070002 17.324237253850004 12.751028791950002 -0.15248499999999998 13.893471991850001 -0.5351999999999999 14.382403557200002 205.22231928645002 36.79544512155001 24.142338514450003
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -5 6 -6 13 10 -10 -9 12 -11 14 15 16 17 -4 19 -15 23 22 -22 -21 25 -20 27 28 -26 -30
right_child=2 -3 3 4 5 -7 -8 8 9 11 -12 -13 -14 18 -16 -17 -18 -19 24 20 21 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.0014315546893213715 0.0029438849127700526 -0.0072435162760784381 -0.10024741563567628 0.0079563953441700291 0.00034674936950023237 0.0038483721228929299 -0.0059659389025848823 -0.0057133020135656885 -0.1002441586649403 -7.0539867908345734e-05 -0.097661905704655771 0.00042590870257221071 -0.011066147675247828 0.00052346122839229512 0.075111322806778472 -0.090002433469583781 0.081947670711807807 0.064554791239997703 0.085660619087761625 0.032294648790554777 0.066948913397104085 0.073283865068206763 -0.087514080307659128 -0.10038766422761058 0.066932871326179075 0.00011964912578345782 -0.00076819443523492301 0.004200649297925782 -0.082134355185893765 -0.020880729436445866
leaf_weight=1.0331367782429328 1.0567539628918741 0.58022318701594588 0.0060638413174584072 0.59401137934901216 1.0288841370193043 0.52612283412599925 0.53305084999772834 0.0060908574225217995 0.0058534173169845207 0.51839853195249908 0.015502657418263399 5.2183337417548064 0.57507142905342334 4.5943622294486355 0.027979903927189298 0.016993860815894379 0.013104289535469604 0.0048573568008123402 0.013158838345105006 0.0025879412071212462 0.018198356729044463 0.095937754018450505 0.011701258009452431 0.013327109056541775 0.01802155189216037 22.398275678805476 4.1320130879587111 0.52384489303221926 0.13514352464046908 0.035061811389368813
leaf_count=48 37 83 175 77 43 19 82 36 8 107 30 427 109 1012 21 55 70 11 24 59 16 31 35 156 4 797 249 19 99 95
internal_value=-1.45933e-06 -0.00168832 6.31252e-05 -1.09768e-05 0.00146436 -0.000382493 -0.00180762 -0.000114023 -0.00099593 -0.000754177 -0.0717261 -0.000661912 -0.00585329 6.03538e-05 0.0195896 -0.0182826 0.0324467 -0.0269493 1.82333e-05 0.00176847 0.0421208 0.0574156 0.00649959 -0.0788122 -0.000285901 0.000169874 -0.00239457 -0.0118321 -0.0564521 -0.0695163
internal_weight=43.7521 1.61336 42.1387 41.082 2.68207 2.08806 1.56193 38.3999 6.33925 6.31766 0.0215935 6.3118 1.09347 32.0606 0.0689993 0.0410193 0.0240255 0.0109212 31.9916 4.73611 0.141752 0.125837 0.0298996 0.0159151 27.2555 22.4114 4.84408 0.712072 0.188227 0.170205
internal_count=4034 131 3903 3866 221 144 125 3645 717 651 66 643 216 2928 332 311 256 186 2596 1309 297 82 51 215 1287 821 466 217 198 194
is_linear=0
shrinkage=0.1


Tree=393
num_leaves=31
num_cat=0
split_feature=8 19 14 6 20 8 3 12 12 12 21 13 16 16 16 5 17 16 0 17 17 17 7 17 9 20 2 22 23 18
split_gain=0.000573908 0.00384091 0.0127442 0.00973826 0.00881801 0.000686165 0.000879383 0.00076108 0.00197735 0.000891171 0.00210559 0.00313804 0.0038475 0.030875 0.0241502 0.0187803 0.00512571 0.0101054 0.00341206 0.00117987 0.00265836 0.00102722 0.00775153 0.021892 0.00961038 0.0113224 0.00704123 0.0097155 0.00338804 0.0307647
threshold=8.8430989333000021 14.351157895250003 168.39662374755002 18.080422446150003 39.792680591700012 8.7431769115000026 93.765354215650021 69.826413229550027 82.696898122450008 107.96682590455002 9.4408665581500006 109.72404167800001 22.664946999500003 22.654947022900004 20.404952284350003 17.719454526200003 192.20712075930001 19.029955499700005 96.531777631850005 185.45496942040003 203.72643944000004 188.01568060980003 22.721067571950005 190.69924117675001 188.63457064660003 41.827117825850003 108.63443756215001 -0.032369999999999996 0.089505000000000015 13.036600629150001
decision_type=2 2 2 2 2 2 2 2 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 7 -7 -1 -9 10 11 18 13 14 15 -13 17 -17 -10 -20 -21 28 23 26 25 -25 -23 -28 29 -11
right_child=1 2 3 4 -6 6 -8 8 9 21 -12 12 -14 -15 -16 16 -18 -19 19 20 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0037077889908165695 -0.0002007598925055549 0.033866180106502143 -0.088222229515827519 -0.074994325784077068 0.079402041743153989 0.0030857529345514863 -0.0006846684250073244 -0.0060464991792364507 -0.0069175761466127765 -0.0011614322711370835 -0.0050051236643617282 0.056975064401995949 -0.00014533917725211175 0.00041387901820557921 0.094595620737730035 0.09566800894167965 -0.10038049354380013 -0.10046420709330098 0.00048129487172286463 0.0090143829129198348 -0.0009427061910445237 0.10015859434105089 -8.5888035406059095e-05 0.09970708452419802 -0.08184520728459127 -0.078052716649560303 -0.020148936688537906 0.098649060195272267 -0.00063472274476670718 -0.078391054874512756
leaf_weight=0.52919081414574876 0.54228676540944221 0.02401685344739235 0.03080984696815392 0.0067094480782543551 0.0082445594670446098 1.5868275826760503 1.0137783487185741 0.55323653272475226 0.55766008559411062 0.53237110317039504 0.53623107416640881 0.031961838598362879 0.51736252310365671 0.50496012420626357 0.07051389404659858 0.004994609101931502 0.013618467884953134 0.00554172540523723 3.5293936663628784 0.56220187178743664 0.51261602175327425 0.029834876302633151 26.823903432968166 0.0086039246067262098 0.019056865896573072 0.0061405008012416227 0.016166325191392161 0.011989628384448281 5.07581270410589 0.057114002814590781
leaf_count=26 82 35 39 14 31 40 25 65 85 397 52 8 19 5 52 42 9 5 95 38 15 13 1892 17 12 34 32 16 268 571
internal_value=-1.80131e-06 -0.00304241 -0.0251257 -0.0560846 0.0101287 4.13676e-05 0.00161595 -5.97143e-05 -0.000109581 -2.62767e-05 0.00101079 0.00152197 0.00624846 0.0114859 0.0556373 0.00668391 -0.0598618 -0.00749034 0.000469922 0.00136469 0.00426552 -0.000244222 1.33853e-05 0.0290235 -0.0349432 0.0256768 0.0663079 0.0304387 -0.00146811 -0.00864405
internal_weight=43.7232 0.612067 0.0697807 0.0457639 0.014954 43.1111 2.60061 40.5105 39.9813 39.428 6.84706 6.31082 1.14895 0.631591 0.126631 0.0561166 0.0241548 0.0105363 5.16187 4.60421 1.07482 32.581 26.9157 0.0917921 0.0338013 0.0147444 0.0579908 0.028156 5.6653 0.589485
internal_count=4034 201 119 84 45 3833 65 3768 3742 3677 425 373 140 121 116 64 56 47 233 148 53 3252 2016 124 63 51 61 48 1236 968
is_linear=0
shrinkage=0.1


Tree=394
num_leaves=31
num_cat=0
split_feature=8 19 8 0 21 22 23 9 21 21 20 16 9 9 12 5 21 19 23 18 8 14 22 22 6 0 17 20 20 9
split_gain=0.000472593 0.00332758 0.0113231 0.0117587 0.00541666 0.000567673 0.00462054 0.0191314 0.00987694 0.0242505 0.0161142 0.0018989 0.00166278 0.00338315 0.00189102 0.00660196 0.00406512 0.00155128 0.001334 0.00386071 0.00592755 0.00108842 0.00791983 0.00602601 0.0321139 0.0310993 0.00447605 0.00206293 0.00708372 0.0092091
threshold=8.8430989333000021 14.351157895250003 9.5425530862500008 87.009258933850006 1.2836917531000001 -0.037054999999999998 -0.032704999999999991 208.51380245710001 1.2199730554000003 4.3143180605000007 41.770271989050009 22.654947022900004 204.68881850780005 210.14471305145003 165.60032737180003 17.679107616400003 4.9228345031500007 14.251149826300002 -0.094699999999999993 13.927976454650002 8.2435668022500028 193.44745668155005 -0.054619999999999995 -0.070909999999999987 14.865347326450001 86.329079026800017 195.00249838555001 34.654301448200009 33.96174662340001 192.57902085675002
decision_type=2 2 2 2 2 2 2 2 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 21 7 8 18 -10 -11 12 14 -14 15 -8 -16 -18 19 -7 -21 -1 23 27 -25 -26 -27 28 29 -23
right_child=1 2 4 -5 -6 6 11 -9 9 10 -12 -13 13 -15 16 -17 17 -19 -20 20 -22 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.00051904539425006878 -0.00018065755861855021 -0.091682704877568716 0.085164765076999993 0.014704094912444995 -0.014787096178923828 0.10004970424523366 -0.00046600096541853455 -0.10043523821039307 -0.086215972647866054 0.089778160230252688 -0.10039958221043624 0.0056711562731130774 0.0089936849843704671 0.00065641208438653768 0.0085831224313765962 -0.012057836105328217 0.0015429113487901084 -0.0017971239672695876 0.099635360599110726 -0.10019007482997343 0.10005241301813446 0.090047767741340379 -0.012011558440733566 -0.0027004085663525352 -0.020057866488795997 0.1001761597604458 0.058422519425215313 -0.00075211536318256879 0.090043288632905283 -0.10027264493124766
leaf_weight=11.849436932881746 0.54235450745446101 0.028315572805226452 0.010889878918533213 0.0164103178831283 0.010798043445902294 0.0091550371143966913 3.0320114425934697 0.011171205981838739 0.017014763735730298 0.028575401489003838 0.0052784387474913421 0.65357414999744001 0.57726639182863104 3.1027518029545718 0.56963144911857533 0.58633799220567073 2.5436017063340017 3.0675230850074371 0.018083445604100024 0.0030638839667229698 0.0028565755346789956 0.0041597532365588163 0.60023551040299139 0.51789646884449148 0.044051349281403418 0.054052805760875344 0.048903778661042452 15.729654081426526 0.010253118719545817 0.0065390239969929098
leaf_count=762 82 62 14 15 28 9 141 13 42 75 104 70 123 139 87 97 134 54 13 41 2 99 49 51 17 20 24 1622 33 12
internal_value=-1.06922e-06 -0.00276783 -0.0238954 -0.0526485 0.0354005 3.80163e-05 0.000554982 0.022512 0.0388574 0.0111768 0.0601259 0.000407079 0.000151835 0.00196424 -0.000528807 -0.00234441 0.000534085 -0.000283039 0.0813218 0.0593543 -0.00357464 -0.000216801 -0.00072923 -0.00031669 0.00900848 0.0502579 0.0803434 -0.000710347 0.0306471 -0.0262748
internal_weight=43.7018 0.608768 0.0664138 0.0447259 0.0216879 43.0931 14.2279 0.0951988 0.0840275 0.0508686 0.0338538 14.1327 13.4791 3.68002 9.79911 3.61835 6.18076 5.61112 0.0331589 0.0150755 0.00592046 28.8652 17.0157 16.4155 0.664904 0.147008 0.102957 15.7506 0.0209519 0.0106988
internal_count=4034 201 119 77 42 3833 1144 299 286 221 179 845 775 262 513 238 275 188 65 52 43 2689 1927 1878 112 61 44 1766 144 111
is_linear=0
shrinkage=0.1


Tree=395
num_leaves=31
num_cat=0
split_feature=3 18 0 23 6 23 7 19 23 23 10 7 2 20 22 16 8 20 22 17 22 23 17 23 2 13 22 4 17 4
split_gain=0.000523659 0.0121307 0.000677034 0.000486445 0.00103347 0.000646848 0.00225489 0.00333681 0.00202733 0.00115048 0.000884564 0.00194801 0.0324591 0.0334237 0.0304277 0.0296143 0.00493261 0.00163345 0.00147104 0.00216158 0.00142821 0.00142084 0.00402838 0.00239727 0.00119678 0.00105711 0.00324921 0.000873637 0.0139491 0.0148188
threshold=76.825379535700009 16.869810935650005 102.31465107045001 0.41214500000000009 15.155354102400002 0.12084500000000002 23.514778597300005 14.151141757350002 0.11334500000000002 0.11082500000000002 61.987779113750001 23.271765593750004 103.92649527695001 40.206947806850003 -0.054619999999999995 22.584947186600004 5.9453602998000008 48.226196960950006 -0.087234999999999993 198.33449606460002 -0.082094999999999987 0.10335500000000002 190.94474013770002 0.10220000000000003 301.32168012610003 117.58509325145 -0.084275000000000003 287.29288006360008 199.03437346465003 371.57449297710008
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 7 -7 9 10 11 12 20 14 -14 16 17 -15 -13 -20 -2 23 -23 25 -19 27 -27 -12 -29 -30
right_child=2 -3 -4 4 -6 6 -8 -9 -10 -11 21 18 13 15 -16 -17 -18 24 19 -21 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.10014932076720864 0.0042002919965617993 -0.00075039377045499746 0.0036324593160063875 -0.00034438002523373988 0.0037157604588948104 0.00067127170309845107 0.00047689604865638771 -0.010530519216834804 0.0058117943355974573 -0.0045748477787790958 -0.0001704733854121766 -0.0012790431954444884 -0.10020298787923854 -0.10000908767308035 0.090440323383890422 -0.09418798701438702 0.098346559224623459 0.056724105601503608 0.0079015771685583807 -0.0010428029035190682 -0.0016019443024153795 0.0094099713480112548 -6.6670031518281363e-05 -0.006541551188038246 -0.041165873354261036 -0.0025124569215063553 0.0084987996499979648 5.0831607989359889e-05 0.054478168035759889 -0.015486115788894503
leaf_weight=0.012581889603085372 0.54450266919872126 0.50809335095479902 0.51774953373549593 1.5270982551191985 1.0635523197724976 0.50706456671468847 2.0282868235226488 0.55917574286883109 0.59561526602487802 0.55820728248084961 24.067917180822768 1.5050910705646177 0.012045879326581854 0.0016544023621669615 0.027449257366242708 0.10100979762812301 0.009419107846042607 0.0028868989702459658 0.55607833184362909 0.52554847616568168 1.9205895593654205 0.62980648400184636 1.5586977778548314 0.5467248447143892 0.002201221877385251 0.51462129230799292 0.55914786610833178 2.5811520265085961 0.096069290376618599 0.044202506777492268
leaf_count=284 90 689 34 41 36 7 34 35 71 43 1365 37 95 231 26 59 5 13 24 27 57 64 55 19 38 24 30 267 107 127
internal_value=4.40053e-08 -0.00315233 3.80705e-05 -5.56781e-06 0.00132245 -9.14601e-05 -0.00148027 -0.00520336 2.48184e-05 -6.99653e-05 2.63169e-07 -0.00120443 -0.00312539 -0.0472622 0.0322948 -0.0740785 0.0516051 -0.0136913 0.000742553 0.00355562 -0.000320316 0.000205327 0.00266051 1.61955e-05 0.014375 0.00014487 0.00322148 2.1554e-05 0.00171982 0.032431
internal_weight=43.6842 0.520675 43.1636 42.6458 2.59065 40.0552 3.09453 1.06624 36.9606 36.365 35.8068 5.20848 2.62176 0.156667 0.0394951 0.117171 0.0161616 0.00674252 2.58672 1.08163 2.46509 30.5983 2.1885 28.4098 0.00508812 27.8631 1.07377 26.7893 2.72142 0.140272
internal_count=4034 973 3061 3027 77 2950 76 42 2874 2803 2760 702 614 467 121 346 287 282 88 51 147 2058 119 1939 51 1920 54 1866 501 234
is_linear=0
shrinkage=0.1


Tree=396
num_leaves=31
num_cat=0
split_feature=22 2 7 17 22 5 21 16 7 17 7 5 15 13 5 0 0 17 16 15 9 9 3 15 22 6 14 7 6 12
split_gain=0.00051589 0.00752958 0.0214194 0.00548279 0.0109082 0.0053957 0.00273818 0.0101733 0.0137038 0.00810221 0.00518788 0.00231472 0.0298754 0.0237848 0.00562845 0.0107132 0.00467647 0.00699531 0.00433266 0.00408112 0.0196634 0.0238806 0.0039557 0.00212839 0.00177414 0.00163868 0.00150677 0.00352591 0.00142268 0.00114731
threshold=-0.06483499999999999 71.340832650850004 23.314707969200004 188.83172615260003 -0.095854999999999996 21.043187000650004 0.17201659740000003 19.124955277500003 23.203497038450006 183.75393144810002 22.720542346200002 23.195398057700004 45.169600924000008 117.35926276845002 23.854886427500002 86.565663342300013 86.20003303655001 162.57770630285003 22.604947139800004 37.870720399650004 201.14010537530001 195.94564826430005 93.846007959550022 37.491361913600009 1.0000000180025095e-35 18.710437166350005 170.13250779355005 22.407814303000006 16.525386113000007 137.49536069020004
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 10 29 23 16 13 24 -15 22 -2 -18 -14 28 21 -21 -16 -9 -13 -24 27 -8 -19 -3
right_child=11 6 -4 -5 -6 -7 26 8 -10 -11 -12 12 18 14 15 -17 17 19 -20 20 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.073965732974206527 -0.0078905850070400112 -0.017240304770168139 -0.10037680797256271 0.035115357068735469 -0.10031430399176616 -0.030105344771708301 -0.0026378495348224479 -0.043797403240129318 0.08240014023024525 -0.087915881539324892 -0.10038083438008644 0.037027827455119837 0.00642054845178084 0.095350298775620693 -0.1003294976587128 0.10043512183753388 -0.10019059459860746 0.00032125732600692342 -0.006342665633887818 0.087734620826315807 0.00033938810865332238 -0.0024721926489574605 0.065046677638458505 0.10003010792794996 -0.10097084965473187 -0.032741876187147363 -0.00042821249292943666 0.0087994230270179441 -0.0050080510212010603 0.08478318461389249
leaf_weight=0.0097165222938997431 0.70299548958026292 0.0015079014894058265 0.028759220485312653 0.029653353616595268 0.011919614989895133 0.010223632397298843 0.5112643738748186 0.0017622157962478013 0.030826242051261943 0.012195009104013166 0.0069119101972319186 0.0010411211179083288 0.5311500430655085 0.055955788556332209 0.004859376116655767 0.013044282793998718 0.0069071983423175656 16.524542736722164 0.5327371102354661 0.062260410835732638 0.57125555835727937 0.055514535888505634 0.0035314806076485183 0.0024724491959204897 0.0088575792988532243 0.0033290285774825179 22.837134307665409 0.57010543047385909 0.51657723154858004 0.0040973706748307359
leaf_count=14 83 122 84 17 9 30 41 48 24 129 5 46 17 36 3 1 125 779 43 23 65 20 10 4 118 32 1974 46 20 66
internal_value=-4.60276e-07 -0.000310605 -0.0291371 0.00416958 -0.0246331 0.0206068 -0.00020208 0.0211744 0.0480407 -0.0421759 -0.0469816 0.000380499 0.00472425 0.0598428 0.0777835 0.0380904 0.000108543 0.000425582 2.94216e-05 0.00046478 0.00800985 0.0452146 -0.0312995 0.0401776 -0.0864565 0.0175953 -0.0002555 0.00339196 0.000159707 0.0573374
internal_weight=43.6631 24.0685 0.0902723 0.0615131 0.0318598 0.0199402 23.9783 0.0597731 0.0419728 0.0178003 0.0111466 19.5946 1.15451 0.0906187 0.08072 0.0247642 18.4401 17.7371 1.06389 17.7302 0.689031 0.117775 0.0117199 0.00423466 0.0098987 0.00686051 23.9185 1.08137 17.0411 0.00560527
internal_count=4034 2613 154 70 53 44 2459 398 81 317 57 1421 306 246 82 46 1115 1032 60 907 108 43 45 52 164 42 2061 87 799 188
is_linear=0
shrinkage=0.1


Tree=397
num_leaves=31
num_cat=0
split_feature=5 13 10 7 22 22 22 6 5 16 19 9 17 23 4 19 16 7 16 8 2 13 9 9 21 9 5 22 2 13
split_gain=0.000489113 0.00419185 0.00774708 0.00633493 0.0035784 0.000627368 0.00177245 0.0146329 0.00675028 0.0107891 0.00136367 0.000690612 0.000800236 0.00215308 0.000692868 0.00154125 0.00216483 0.00155444 0.0285763 0.00654618 0.00207828 0.00218692 0.00152724 0.00234187 0.00195899 0.00266254 0.00225929 0.0031889 0.0016892 0.00155853
threshold=13.264960807550002 98.255079293500017 79.836452641800022 28.8637720374 -0.15665499999999999 0.22598000000000004 0.10957500000000002 16.445384243750002 18.280220412300004 22.564947233300003 14.251149826300002 222.81044357820005 205.83789591070004 0.087245000000000031 244.52697497700004 14.551174033150001 22.644947046300004 22.977992916200005 22.624947093000003 8.1436447804000007 306.37214232930006 116.35915634395 201.09804420775001 199.68228938305 2.3925196316500004 203.36975145060003 21.336111252450003 0.070580000000000018 171.03679643640001 117.63886241405002
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 8 -8 -10 -7 12 14 -14 -2 17 -17 18 19 20 21 -16 23 28 -24 -26 27 -27 -19 -30
right_child=5 2 -4 -5 -6 10 7 -9 9 -11 -12 -13 13 -15 15 16 -18 22 -20 -21 -22 -23 24 -25 25 26 -28 -29 29 -31
leaf_value=0.00093472069453274078 0.00035685536958923243 0.02607162752912745 0.091096487173177643 0.10003241678890194 -0.10009673716978114 -0.0057297133503137893 0.07421294912015311 -0.0008022437116856759 -0.017589548794041343 0.070926809903160956 0.0013488335377280301 0.0034907496106183866 -6.8930314288325297e-05 -0.0072795657511213301 -0.042743676017325087 0.0073317407396657321 -0.0015551628757417375 -0.0041384673693318583 0.00067874186483450638 -0.10057110481923662 -0.10001923834794756 0.083482497306657355 0.0038762440557689099 0.0046552119894133137 -0.0068576972545177448 -0.010114197195330354 0.00012454495565548975 0.00070310274981617783 -0.00042815302488412077 0.0037463108205504623
leaf_weight=0.51539027032085716 22.464680357829202 0.0034740928228984566 0.014588584440389241 0.0035638553417811645 0.0063692627509004387 0.57909372816088367 0.037976353931757134 0.58581185241469313 0.032694264579407495 0.023789972983649932 0.51347693760362745 0.54087051522878837 1.5442403942907952 0.56584451032279037 0.0023297535550209627 0.57760272060298123 0.52167941420890429 1.0178239403917348 0.51218961527747808 0.036639366243434779 0.0015209469035633028 0.0033407790280080008 0.5448796358796234 1.0671416846143982 1.0759046865047137 0.59565713837957879 3.051296142919 0.50236066430807114 5.6407999714475521 1.0628828680460598
leaf_count=938 1419 32 25 14 131 126 23 58 39 9 21 89 109 139 131 35 19 22 33 24 62 30 111 31 33 109 49 2 146 25
internal_value=2.95472e-07 0.00298176 0.0406669 -0.0142062 -0.0555671 -3.72914e-05 2.42346e-05 0.00508714 0.0416111 0.0196917 -0.002403 -5.90991e-05 -0.000106171 -0.00200255 -2.71585e-06 -0.000500904 0.00311434 -0.000763837 -0.00595307 -0.0834497 0.00378092 0.0316221 -0.000565653 0.000264239 -0.00182969 -0.0024247 -0.00127524 -0.00516511 -0.00034261 0.000233717
internal_weight=43.6459 0.543386 0.0279958 0.0134072 0.00984336 43.1025 42.01 0.680272 0.0944606 0.0564842 1.09257 41.3297 40.7888 2.11008 38.6787 16.214 1.09928 15.1148 0.55602 0.0438308 0.00719148 0.00567053 14.5587 8.78865 5.7701 5.22522 4.14931 1.09802 7.72151 6.70368
internal_count=4034 1140 202 177 163 2894 2747 129 71 48 147 2618 2529 248 2281 862 54 808 280 247 223 161 528 224 304 193 160 111 193 171
is_linear=0
shrinkage=0.1


Tree=398
num_leaves=31
num_cat=0
split_feature=15 16 2 23 23 21 22 23 23 23 22 7 2 10 4 22 20 22 21 22 22 2 21 5 21 15 2 16 23 21
split_gain=0.00048869 0.0085829 0.00942389 0.00621676 0.0105303 0.00136237 0.00114179 0.00420827 0.00575177 0.011877 0.00107137 0.0183753 0.0124488 0.0293023 0.00432221 0.000573738 0.0019408 0.000759698 0.00327985 0.0318982 0.0275184 0.0238337 0.00217692 0.0014771 0.00427444 0.000834213 0.000815018 0.00910376 0.026016 0.013181
threshold=19.215947067900004 14.184966829400002 137.73157856955004 0.092075000000000032 0.076130000000000017 3.5904861669000003 0.22598000000000004 0.12201500000000003 0.075350000000000014 0.09450500000000002 0.10957500000000002 23.314707969200004 160.64656314035003 62.079186690200011 274.40025405315004 0.070580000000000018 42.402981339000007 -0.037054999999999998 5.0750534271500012 -0.0019399999999999999 -0.018034999999999999 160.64656314035003 1.8400491212500001 22.327062271350005 15.974186315300003 27.063546193350003 121.36426933400001 20.664951676350004 0.091935000000000031 10.959760372700002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -4 10 8 -8 -10 15 -12 -13 -14 -15 17 -17 26 19 20 22 -22 -19 -20 -25 -21 -2 28 29 -28
right_child=6 2 5 -5 -6 -7 7 -9 9 -11 11 12 13 14 -16 16 -18 18 23 25 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.08306720102185923 0.00028735277066761257 0.09531059498467559 0.025749917333444772 0.00186136110094918 -0.094723621636133071 -0.10006840845044772 0.026174152605075392 -0.0010431922905670098 -0.10024840458934454 -0.0086963211795506867 -0.0024446861685429324 0.086266685006966104 0.10005212652030182 -0.10054865294268008 -0.018816330180946861 -0.0047602563460613775 0.0014151564580302495 0.06262242839381417 0.00046724882895317322 0.0022628641431368438 -0.055830590430744488 0.075293683387735511 0.095325058760540149 -0.0096936489602722498 0.0030158141364947659 -0.0025615514245493922 -0.011354370471979448 -0.00046539721156308784 -0.065971663724296095 0.065432240691006574
leaf_weight=0.0042780374212179053 15.048285014139628 0.018067110727095215 0.001165961856742114 1.0192826446197467 0.015054555841103823 0.0032861859502162361 0.016884127021378315 0.49971560184231656 0.021354410726381445 0.042118026873211534 0.58505084116556005 0.041622162046991207 0.020569688780625484 0.012992235266835905 0.012888982237655 1.0246064112455138 1.0111618534110105 0.031248245056117896 7.1172226336496163 1.035946695379099 0.035344527465213327 0.022806651262953892 0.058392482533889734 0.54608149857235211 0.51341010500061657 0.54801922945965476 0.091479365291918247 14.126510708126309 0.080396512490676031 0.029584969713423837
leaf_count=303 929 45 27 155 564 56 42 7 61 33 92 29 12 9 31 32 8 34 117 57 26 38 22 98 15 57 322 489 179 145
internal_value=3.93402e-07 0.00212015 0.0631978 0.000795863 -0.055381 -0.0671182 -5.24408e-05 -0.00445874 -0.0256991 -0.0394977 8.42491e-06 0.00396585 0.0465497 0.0109614 -0.0598455 -5.60427e-05 -0.00169294 2.87828e-05 0.000785971 0.00473936 0.0491705 -0.00440419 0.0839251 -5.13237e-05 -0.00353488 0.000593717 -0.000226613 -0.000766418 -0.0218741 0.00741028
internal_weight=43.6348 1.06113 0.0225193 1.03862 0.0193326 0.00445215 42.5737 0.580072 0.0803566 0.0634724 41.9936 0.673124 0.0880731 0.0464509 0.0258812 41.3205 2.03577 39.2847 9.90847 1.73176 0.147792 0.0581512 0.0896407 8.17671 1.05949 1.58397 29.3763 14.328 0.201461 0.121064
internal_count=4034 1150 128 1022 867 83 2884 143 136 94 2741 173 81 52 40 2568 40 2528 464 234 120 64 56 230 113 114 2064 1135 646 467
is_linear=0
shrinkage=0.1


Tree=399
num_leaves=31
num_cat=0
split_feature=12 9 20 7 7 18 2 22 4 16 13 17 17 23 13 17 18 18 3 13 6 23 6 19 22 8 21 22 6 9
split_gain=0.000484024 0.00246975 0.000592134 0.00211239 0.0120591 0.0136339 0.00652079 0.00499793 0.0191654 0.0169329 0.00922317 0.0189046 0.00560777 0.00812438 0.00374602 0.00289314 0.00255059 0.00116215 0.00284467 0.00131223 0.00112761 0.00154997 0.00111968 0.0151458 0.00755655 0.00484973 0.00134291 0.0329732 0.0172007 0.0198708
threshold=82.696898122450008 192.57902085675002 38.400997490450003 24.487155730000001 25.350214218950004 15.343833331950004 67.858768990950011 -0.076484999999999984 244.52697497700004 21.734949174200004 113.97180552410002 189.50863627480001 187.61467154115005 0.094375000000000028 109.4229343674 189.72181505755 15.724500043600001 13.24088655595 97.437788021850011 122.10976828500002 6.9501623894500009 0.091935000000000031 16.585387514950003 14.451165964200003 0.11704500000000002 9.4426310644000022 1.8675847688500002 0.0023400000000000005 14.815346158200002 192.98754432855
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 14 -7 8 10 -10 11 12 13 -2 -5 -9 -8 18 -12 -20 21 -4 26 24 25 -24 27 28 -22 -30
right_child=2 -3 20 4 -6 6 16 15 9 -11 17 -13 -14 -15 -16 -17 -18 -19 19 -21 22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0012297681583140654 -0.10023589031075338 -0.0069410698485778237 -0.10006765130588638 -0.10033744900689273 -0.00016141144898631314 0.10025286471984059 -0.10015835470411816 0.00019795318859845685 -0.095536764418018227 0.079060203921123895 0.10005324235748658 -0.044414021558172756 0.099930913951335992 0.095246715756562503 -0.039303150469159068 0.0079493689229932548 0.025928045870953955 0.1000813249695563 -0.10007740668861487 0.049727960456545289 -0.0343030449443276 0.042992519251662087 -0.095471873808298011 -0.00020658465878714753 0.072874005182965024 0.014929488704215552 -2.5202260089099482e-05 -0.083186061478270942 -0.036117772527401469 0.075121256383992641
leaf_weight=1.0311575934150017 0.0039599038219670923 0.57689159261309431 0.0024748124003721719 0.025447192518953332 1.0438870540780811 0.0076079671271145344 0.0031832094940185129 2.4398015515955942 0.020629674674441545 0.0076014152436982832 0.0045396466739475718 0.024200117630243767 0.022365386546880472 0.0045908623615105171 0.016625991363980575 0.59990788396640926 0.0032346713816089334 0.024321399367181584 0.0013446984341669577 0.0010346352064516395 0.030208096908984738 0.0010912786471014568 0.029283835335767061 0.55270610263360709 0.0035501953629619712 0.0046046045026741913 36.997639636683139 0.031086264309010403 0.020262394407836837 0.077397094106117947
leaf_count=48 63 83 527 49 310 1 19 78 71 9 3 22 4 14 16 64 32 14 69 4 95 45 206 87 12 25 1846 61 74 83
internal_value=1.11192e-06 -0.00170154 6.6294e-05 0.00118472 -0.00258866 -0.0477548 0.037628 0.0025006 0.0230023 -0.0485253 0.0463857 0.0217814 0.0735969 0.00471771 -0.0762186 0.00172775 -0.0366096 0.0897941 0.0536326 -0.0349357 -5.97478e-05 -0.056289 -5.44356e-05 -0.00437605 -0.0659298 -0.080471 1.4203e-05 0.00918607 0.0316429 0.0520414
internal_weight=43.6126 1.60805 42.0046 4.25428 1.09999 0.056099 0.0140258 3.1543 0.114588 0.0282311 0.0863567 0.0551163 0.0309162 0.00855077 0.0420732 3.03971 0.00641788 0.0312404 0.00691898 0.00237933 37.7503 0.00356609 37.7467 0.590145 0.0374386 0.0338884 37.1566 0.158954 0.127868 0.0976595
internal_count=4034 131 3903 842 427 117 52 415 273 80 193 103 81 77 65 142 51 90 76 73 3061 572 2489 330 243 231 2159 313 252 157
is_linear=0
shrinkage=0.1


Tree=400
num_leaves=31
num_cat=0
split_feature=23 17 20 20 18 15 16 21 15 20 23 15 15 2 22 20 2 23 19 21 23 6 21 9 22 17 23 16 16 20
split_gain=0.00044326 0.00456392 0.00264671 0.00106187 0.000880658 0.000696575 0.0114295 0.00477015 0.00280158 0.000663406 0.0229994 0.0162728 0.00508671 0.00172658 0.000889675 0.000705908 0.00796681 0.0133648 0.0197712 0.00510322 0.0228067 0.0211468 0.01661 0.0110393 0.00747928 0.00568048 0.00255958 0.00918815 0.0081856 0.00726229
threshold=0.41214500000000009 160.21442126885003 36.620308449100001 40.523311941050004 13.3584252364 19.763739472850002 14.184966829400002 6.7094573673000006 19.215947067900004 43.631818398850008 0.083495000000000028 27.201366220250005 24.191310790650004 125.56293566760002 0.070580000000000018 40.563919884450009 72.043920985000014 0.082745000000000027 14.451165964200003 2.0502020052500005 0.086355000000000029 15.51536251395 1.4744127452000002 192.98754432855 -0.06483499999999999 193.58923865885004 -0.10565499999999999 22.624947093000003 22.494947397000004 40.00488309970001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 -3 -8 -9 15 14 12 -12 -13 -11 26 17 -17 -19 20 21 -18 23 -22 25 -25 27 28 29 -7
right_child=3 5 -4 -5 -6 9 7 8 -10 10 11 13 -14 -15 -16 16 19 18 -20 -21 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.071874776162696372 0.0017211599668802953 0.00087379828688312214 -0.1001595808867138 0.0029092397663784842 -0.0041434149074352951 0.033455985423730315 0.089889925430062911 -0.10005855379917841 0.069489015282170372 -0.0045305120092492181 0.042752208607124566 0.055013706780284367 -0.10019570806199696 0.088081228105865175 0.0013477534540479825 0.094898323270758853 -0.078255420224372291 -0.06614710760586455 0.070721580830789943 -0.00054968435170222847 -0.10033558532841309 0.084144416952014772 -0.10121842325520369 0.041963776855271216 0.094232667298149608 -0.092204387271416402 6.4236551582793383e-05 0.0023303940416544815 0.086494380461611842 -0.077905918846796929
leaf_weight=0.0010328911652343056 0.50836530240485378 1.0349792281350167 0.0066642836961561258 1.5641385864237234 0.51591225525191931 0.033866433689465292 0.020317699705486691 0.0023402599715862662 0.0016700775771099075 0.52534181650974765 0.0036516097107178744 0.026852651822537155 0.0078208252507714349 0.038327761329696841 0.5049566109387662 0.02338112721554253 0.011160987412327183 0.021621078729367582 0.020619392962544225 22.869370669447228 0.0085827341627009446 0.028474369462855975 0.037991983020276621 0.006894143085446558 0.010623360611134558 0.0058192507131025195 15.195156847376058 0.52114453411195427 0.025362834858242422 0.0070802690494389245
leaf_count=19 8 900 259 41 38 139 97 49 11 283 33 31 41 23 21 16 24 24 29 866 8 88 49 21 19 30 829 14 9 15
internal_value=1.02729e-06 -7.90958e-05 -0.0770741 0.0012702 -0.00123273 -6.46387e-05 0.00246634 0.0702172 -0.0294516 -0.000131776 0.00228213 0.055128 -0.0546962 0.0744583 -0.00164953 -0.000200596 -0.000553464 0.0342402 0.000664392 -0.000652825 -0.0221848 0.038414 -0.0565405 -0.00336291 0.0323015 -0.0194485 0.000314634 0.00679143 0.0418519 0.0141999
internal_weight=43.5895 41.0011 0.00769717 2.58842 1.02428 40.9934 1.05931 0.024328 0.00401034 39.9341 1.10695 0.0766528 0.0114724 0.0651804 1.0303 38.8272 23.0445 0.0656216 0.0422405 22.9789 0.109547 0.0396354 0.0699115 0.0319195 0.0233368 0.0127134 15.7826 0.587454 0.0663095 0.0409467
internal_count=4034 3947 278 87 46 3669 1057 157 60 2612 432 128 74 54 304 2180 1174 69 53 1105 239 112 127 78 70 51 1006 177 163 154
is_linear=0
shrinkage=0.1


Tree=401
num_leaves=31
num_cat=0
split_feature=2 9 2 20 21 9 7 5 2 22 2 20 20 12 6 9 2 5 21 23 5 5 6 22 3 7 17 20 21 21
split_gain=0.000427794 0.00207635 0.000533588 0.00044862 0.0030344 0.0147368 0.0122076 0.0173787 0.0106277 0.00653402 0.00527093 0.00373789 0.00922003 0.00221826 0.0021193 0.0184456 0.0206945 0.0120899 0.00287896 0.00274749 0.0214359 0.0132183 0.0107482 0.00832684 0.00250046 0.0217921 0.0154242 0.00354863 0.0013907 0.0143259
threshold=60.327272492300004 192.57902085675002 62.922191810850009 39.685256516350002 1.8400491212500001 194.04304600165003 24.607636026300003 23.545618314050007 135.72285180265001 -0.093879999999999991 291.13287832620006 41.218101594450012 41.898943182100005 273.67701475470005 14.845346859150002 198.74336288960004 116.68694986600001 21.024411566050002 7.9499782602000009 0.10249000000000003 20.182301868200003 23.700766800900002 15.785368822600002 -0.016334999999999999 83.326071295150015 24.175586727800006 201.53484968420003 36.957836847500012 2.0976681454000006 2.3223121640500004
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 5 11 7 -7 -8 -10 -9 -5 -13 -11 24 19 18 -18 -17 20 -16 22 -22 -23 -4 -26 -27 -28 -6 -30
right_child=2 -3 3 4 28 6 8 10 9 13 -12 12 -14 -15 15 16 17 -19 -20 -21 21 23 -24 -25 25 26 27 -29 29 -31
leaf_value=0.0010898078298190014 0.0022960028082708544 -0.0063902941780626778 0.00048643959140786937 -0.10030185489785921 -0.0051295958620177981 0.098149655732647764 -0.10019308097905032 -0.09547672284552837 0.081855064414159781 -0.091524876713241679 0.028669951471739969 0.097137407769123552 -0.090509581281843068 0.016893450339795675 -0.00066918981093866414 0.057793409821394019 0.037011639216642044 -0.053257387007947334 0.10015292318493803 -0.0013169310819303986 0.020900665014994151 -0.10037513282017162 0.10004740918482367 0.087139021952734555 0.00069870211589702867 -0.10040236549799873 0.027727221870922476 -0.035256028937779467 0.082964801112221098 -0.00015085188347860659
leaf_weight=1.0330562301894648 1.0432797022792772 0.57912927295984662 3.1085728821116465 0.010290953283489723 0.55883692351456815 0.039553458716909518 0.009928672925070714 0.0067525335931577501 0.010082846738214357 0.0040504004698505005 0.0069294809582061134 0.0043286242313556045 0.0066277493078921168 0.0035334564997810958 0.54544019101740637 0.030514009428543321 0.034941257745231269 0.025786751546547748 0.033836590067949146 1.484477335710835 0.027965217007604792 0.0081614014783117916 0.044399617121503976 0.003336229791784274 0.52688589245611428 0.039036909114656737 0.014681722033856204 0.022896660373248778 0.020750043806286977 34.284419659889373
leaf_count=48 30 80 541 68 103 34 25 28 17 37 14 37 43 16 38 32 26 36 15 55 30 142 20 18 42 83 16 31 51 2278
internal_value=1.34372e-06 -0.00159719 6.27623e-05 5.82031e-06 -0.000130781 0.0170853 0.0365658 0.0645456 -0.0174113 0.0291119 -0.0326006 -0.0570239 -0.0163743 -0.0410108 0.000808456 0.00323842 0.0405524 -0.00131903 0.0800667 0.00103044 0.0065677 0.0536363 0.0694613 -0.0459648 -0.000657123 -0.0065475 -0.0563799 -0.0106487 -0.000181188 -0.000100578
internal_weight=43.5725 1.61219 41.9603 40.917 34.9661 0.102078 0.0808308 0.0532355 0.0275954 0.0176667 0.013682 0.0212473 0.0109564 0.00758386 5.95093 2.23886 0.125079 0.060728 0.0643506 2.11378 0.629303 0.0838625 0.0723648 0.0114976 3.71207 0.603501 0.0766153 0.0375784 34.864 34.3052
internal_count=4034 128 3906 3876 2751 319 171 76 95 70 42 148 80 53 1125 412 109 62 47 303 248 210 50 160 713 172 130 47 2432 2329
is_linear=0
shrinkage=0.1


Tree=402
num_leaves=31
num_cat=0
split_feature=12 9 2 20 21 7 9 6 9 15 8 16 9 22 19 8 6 23 15 7 7 9 21 18 9 2 8 9 20 20
split_gain=0.000463481 0.00199436 0.000581326 0.000385666 0.00514205 0.0237279 0.015393 0.0304152 0.0116461 0.0070022 0.00174759 0.01347 0.0080224 0.0049723 0.00378987 0.00121236 0.000869889 0.0103613 0.00579307 0.00146586 0.00695468 0.0021595 0.000981322 0.026329 0.011957 0.0208263 0.0138949 0.0108745 0.0059449 0.00588785
threshold=82.696898122450008 192.57902085675002 62.922191810850009 38.400997490450003 1.9425901130500003 24.487155730000001 197.02865361825005 15.785368822600002 194.82237869650001 18.465919151800005 8.1436447804000007 15.839962959300001 197.90890142995002 -0.095204999999999998 13.151061067750001 8.3434888241000014 16.585387514950003 0.096010000000000026 42.713473568600008 23.051546669900002 21.844899366700002 71.898880373250009 1.8675847688500002 14.674589207750001 192.98754432855 219.24808729375005 7.943800736700001 217.30761232770001 41.481306584950012 41.147265497500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 10 6 7 8 -6 -7 11 -4 13 14 -13 -12 22 19 -19 20 21 -18 23 24 26 -26 -5 29 -27 -25
right_child=2 -3 3 16 5 9 -8 -9 -10 -11 15 12 -14 -15 -16 -17 17 18 -20 -21 -22 -23 -24 27 25 28 -28 -29 -30 -31
leaf_value=0.00097274546047206284 0.0023907725384024925 -0.0063711480332414305 4.6851618878516933e-06 0.088375485825432309 0.017585057365801862 0.064066485116260827 0.080981809627198753 0.098998044937909521 -0.10062727016172662 -0.10012879538084563 -0.0049928031267337325 0.073624283577642932 0.0070780962064097329 0.094884060591864675 -0.1000690872301101 0.00025054109788719017 0.022557585407479389 -0.085548220923319318 0.0027426968989098005 -0.00198048969068683 0.040568051605378019 -0.10008088218596323 -6.1221859540116886e-05 -0.098037511198932448 0.089776011898008254 0.030351784519414352 -0.093917544973622744 0.056778137681117939 -0.089794009344010023 -0.0078167876847068749
leaf_weight=1.0295649015349102 1.0485191340740119 0.57704031664562183 0.51210482495517373 0.0063758372012260303 0.013901933587955884 0.0030375984918848955 0.04922435199841857 0.021082862182265849 0.020808303139347117 0.017916031820924161 0.53636730402354293 0.0025378503300430557 0.026066604532388737 0.030982044342636073 0.0024874492159767669 2.4795788424361263 0.0019476390641423027 0.023261333054904298 0.010920321606590733 0.51321161853257991 0.029328416796090551 0.0054637624286169029 36.46341394292989 0.028318164785723132 0.053268655683041288 0.0072441721022187258 0.012148433335823938 0.007497471447749148 0.0095446073624998462 0.0097149618622855982
leaf_count=48 37 83 276 68 39 68 38 28 9 83 48 53 25 29 51 84 42 51 12 35 21 164 2335 91 45 24 15 34 26 72
internal_value=1.91973e-06 -0.00166494 6.5763e-05 6.15544e-06 0.000977508 0.0208359 0.0402221 0.0042612 -0.0532816 -0.0763258 0.000280713 0.00533725 0.0493304 0.0799179 -0.0123514 -0.000681955 -9.09258e-05 -0.0039195 -0.0573411 -0.00059914 0.0186967 -0.0678528 -2.98178e-05 0.00850854 0.0402746 0.0591668 -0.0311744 -0.0532936 -0.0379524 -0.0749921
internal_weight=43.5529 1.60661 41.9463 40.8978 3.7161 0.125971 0.105017 0.0557931 0.0347102 0.0209536 3.59012 0.574179 0.0620739 0.0360073 0.0050253 3.01595 37.1817 0.584133 0.0341817 0.549951 0.0367398 0.0074114 36.5975 0.134112 0.0885817 0.0700574 0.0185243 0.0455306 0.0167888 0.0380331
internal_count=4034 131 3903 3866 831 265 114 76 48 151 566 434 158 133 104 132 3035 325 63 262 227 206 2710 375 178 95 83 197 50 163
is_linear=0
shrinkage=0.1


Tree=403
num_leaves=31
num_cat=0
split_feature=8 19 8 3 21 15 8 5 0 18 2 20 16 13 10 17 21 15 22 22 12 21 8 22 3 23 18 16 14 21
split_gain=0.000401796 0.0029158 0.0111484 0.00506685 0.00368171 0.0048781 0.000534669 0.00100572 0.000474597 0.00432527 0.0330206 0.0293978 0.0013051 0.000774427 0.00313718 0.00193979 0.00098303 0.00313032 0.0221306 0.0145004 0.00112513 0.0242843 0.00692825 0.00920479 0.00448383 0.00261261 0.00240261 0.00252361 0.00151673 0.00116959
threshold=8.8430989333000021 14.351157895250003 9.3427090425500019 92.249063830050019 0.66785492670000013 34.139075990150012 8.7431769115000026 21.991679690250006 85.812895065800021 12.971888692100002 163.32842070695003 42.779078631750004 22.674946976100003 117.64961624655002 61.987779113750001 197.38773738110004 14.894616075700002 44.190294328500009 -0.13125999999999996 -0.08262499999999999 252.87804465550002 9.4408665581500006 8.3434888241000014 -0.085584999999999994 90.203147192800017 0.087555000000000022 14.493864790000002 18.044957803000003 304.52511696755005 5.8563866808500009
decision_type=2 2 2 2 2 2 2 2 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 8 -8 9 -1 11 -11 13 14 -10 -15 20 18 -18 -20 28 22 23 29 25 -23 -25 -28 -16 -22
right_child=1 2 4 -5 5 -7 7 -9 12 10 -12 -13 -14 15 16 -17 17 -19 19 -21 21 24 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-0.00053730442376535088 -0.00022679125477813907 -0.012194749097153686 0.065131480149267548 -0.10035234144910615 -0.066559823731102974 0.030805170092817899 0.0037759858611704864 -0.00022351822241578885 -0.005518406845939839 0.094435893615887931 -0.00010453414535744885 -0.083523782416114481 -0.0048519019108689051 0.0047221237943120935 6.505987375777764e-05 -0.0013655974015816677 -0.0011684712795486897 0.0026534028246218166 0.0096234718188045534 -0.096012522747389792 -0.10009304491333459 0.071084390867491798 -0.0020253049478604246 0.097617470978707849 -0.10107911920352451 -0.10002033908830613 -0.064956857117042646 0.058138682497734864 0.0053763871430507057 0.013484502784343006
leaf_weight=2.9676136725501308 0.53880372527805676 0.010119410057086498 0.010608327516820282 0.018326914851996889 0.0083755464111163747 0.013343729392403247 1.0718046842594042 1.5209062519401753 1.0733094986301228 0.066749716624236899 0.53957027229399834 0.010782065612147562 0.58313412411734944 1.0839566380600438 30.774944697864498 1.0121588231704661 0.50098984272662772 0.51292859326349571 0.018524182313854887 0.043529381073563966 0.004059598064618696 0.0025997885557567093 0.54006652972248048 0.01458052791122072 0.029118832585274035 0.0013587864385113946 0.0020218034182927233 0.0094497768932342296 0.54721446448472022 0.0011673891237139467
leaf_count=518 82 12 13 45 14 35 31 34 30 111 131 37 63 24 1859 23 122 6 31 69 137 123 67 10 15 22 88 24 227 31
internal_value=1.94075e-06 -0.00256886 -0.023333 -0.0689914 0.0168437 -0.00674143 3.78435e-05 0.00142984 -5.16227e-05 0.00104669 0.00866406 0.0696877 -0.000158741 -8.30819e-05 -0.000197841 0.00178252 -2.48058e-05 -0.00299774 -0.00814589 -0.0644781 7.53864e-05 -0.00419809 0.000624817 0.046382 -0.0875041 0.0123525 0.0706807 0.0364438 0.000157852 -0.0747268
internal_weight=43.5321 0.599578 0.0607739 0.0284463 0.0323276 0.0217193 42.9325 2.59271 40.3398 3.58472 0.617102 0.0775318 36.7551 36.172 34.0759 2.09612 33.0026 1.07597 0.563043 0.0620536 31.9266 0.604423 0.571346 0.0312791 0.0330774 0.00395857 0.0260521 0.0114716 31.3222 0.00522699
internal_count=4034 201 119 57 62 49 3833 65 3768 797 279 148 2971 2908 2861 47 2831 228 222 100 2603 517 357 290 160 145 122 112 2086 168
is_linear=0
shrinkage=0.1


Tree=404
num_leaves=31
num_cat=0
split_feature=12 9 6 20 15 18 22 5 21 18 7 6 16 6 9 9 6 15 10 7 21 20 4 16 22 6 2 17 22 17
split_gain=0.000437562 0.00176795 0.000475509 0.00187045 0.00304742 0.00516475 0.00180239 0.0045273 0.000874916 0.0072531 0.00119136 0.00799409 0.0221723 0.0158309 0.0110555 0.00971573 0.00427206 0.00280324 0.00226976 0.00226575 0.00177868 0.00307108 0.00153964 0.00142404 0.00336624 0.00159513 0.00233717 0.0309608 0.00832053 0.00541004
threshold=82.696898122450008 192.57902085675002 16.465384711100004 40.563919884450009 36.548474543700003 13.065205089100003 -0.059424999999999999 21.788492303450003 15.285239689500001 13.342238590850002 23.109894804950002 16.375382608200002 22.614947116400003 15.785368822600002 197.90890142995002 185.44496129890004 16.265380038000004 27.201366220250005 62.025417527550012 22.814487719050003 13.279159471700002 40.241071441700008 235.48598737865004 22.654947022900004 -0.079634999999999997 16.445384243750002 211.52504573410002 203.30705351230003 -0.14429 162.57770630285003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 5 -5 -6 -8 10 -10 11 12 13 14 15 17 -15 22 -13 -20 23 -22 -2 25 -25 26 29 28 -28 -12
right_child=2 -3 3 4 6 -7 7 -9 9 -11 20 18 -14 16 -16 -17 -18 -19 19 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00086746058449838667 -0.10004640708701927 -0.0060467639403591995 0.00114795231458699 -0.00097284674501558739 0.00034605936009634707 -0.012931377620452931 0.00060700137605022885 -0.010370082247688156 0.042878142333700242 0.00088277291678314418 -0.10014321541526899 -0.0061503216090428798 -0.10104228501986212 0.096549136963678894 0.10010966893654188 -0.070922120154881654 0.017734423709619692 0.095208970102199156 0.0064859398624129167 -0.0014946916362114961 -0.0012152831216752334 0.0095334199819908719 0.026215720585607588 -0.0019834923880486539 0.0092344991169855898 0.0039008606114310403 0.058192312951465409 0.00035810683296575059 -0.095867331412369319 9.4812944565099273e-05
leaf_weight=1.0286508251176147 0.0014296121875059797 0.57739422963345521 5.0720473832338362 1.0089009391652863 6.2152431949822855 0.56251862739463288 1.0298480958881553 0.59152985146988601 0.044657954334978656 0.52005854197259915 0.0053857707978711691 0.54778830921227983 0.03032861392466657 0.015033867614643093 0.005596524220891296 0.038030281837563962 0.012676218301578501 0.0048929844768861308 0.55122724509527632 1.0031312808179107 0.50684008830237515 0.55896829818329086 0.0029765732633480479 0.51813824650889728 0.55297390082705422 1.0399530182976366 0.0038100133698348295 0.56114453729296798 0.043889539721153781 20.857207307861341
leaf_count=48 137 83 298 249 155 115 10 85 37 170 105 41 25 27 2 23 23 12 51 15 27 101 149 17 43 23 95 288 179 1401
internal_value=1.55468e-06 -0.00161829 6.36349e-05 -0.000399958 -0.00123447 -0.00525362 -0.000428533 -0.00339779 0.000308397 0.00420378 0.000226503 -0.00199603 -0.0281551 -0.000740961 -0.0328017 -0.0485179 0.0604947 0.0431072 -0.00061519 0.00133551 0.000426059 0.00442193 -0.0147508 0.000245466 0.00380792 7.5961e-05 -0.000109295 -0.00621655 -0.0835618 6.89361e-05
internal_weight=43.5123 1.60605 41.9062 14.4801 9.40804 1.57142 7.83662 1.62138 27.4261 0.564716 26.8614 2.21311 0.110965 0.0806361 0.052926 0.0473295 0.0277101 0.00929917 2.10215 1.55436 24.6483 1.06581 0.00440619 23.5825 1.07111 22.5114 21.4714 0.608844 0.0476996 20.8626
internal_count=4034 131 3903 912 614 364 250 95 2991 207 2784 505 398 373 323 321 50 298 107 66 2279 128 286 2151 60 2091 2068 562 274 1506
is_linear=0
shrinkage=0.1


Tree=405
num_leaves=31
num_cat=0
split_feature=17 23 15 16 2 23 23 22 22 7 10 5 9 9 9 9 23 20 12 20 22 20 23 9 23 6 12 9 4 17
split_gain=0.00364711 0.00155478 0.000468721 0.00839292 0.00626471 0.00221264 0.00101403 0.000610921 0.000902338 0.0155168 0.00935776 0.00883596 0.000578381 0.000608401 0.00111948 0.00269294 0.00717526 0.00135798 0.00161021 0.00111571 0.0154662 0.00807637 0.011192 0.00336759 0.00311613 0.00252015 0.00164811 0.00127631 0.000776611 0.00387018
threshold=160.21442126885003 -0.11012 19.763739472850002 14.184966829400002 137.73157856955004 0.084090000000000012 0.083950000000000011 0.22598000000000004 0.10957500000000002 23.127267687200003 62.079186690200011 18.280220412300004 222.81044357820005 217.30761232770001 214.31567825310003 211.36251378275003 -0.55648999999999993 41.035283712600005 124.92778561480002 43.426640904350009 -0.095854999999999996 43.832725745850006 0.085820000000000021 66.346857137250012 -0.52484999999999993 16.415383542800004 196.95882362420002 64.765169068750012 303.40376803900006 199.59317753375004
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 12 -10 -11 -12 13 14 15 16 -4 18 -16 24 21 -21 23 27 -18 -24 -22 -23 -26 -30
right_child=2 -3 7 4 5 -7 -8 -9 9 10 11 -13 -14 -15 17 -17 19 -19 -20 20 26 22 25 -25 28 -27 -28 -29 29 -31
leaf_value=0.023001230384162852 0.00076417781671205215 -0.10013296127583951 0.079734224560386008 0.089294428373199314 -0.032459396468207391 -0.10006134079095037 0.10001941830811244 -0.003293718349800915 -0.0022130666059333687 0.10002107343830693 0.065504627428744619 -0.0095788040073842874 0.0031925228158020229 -0.0024856693832792671 0.00069412668457503185 -0.0070126430937935266 -0.10016013615066724 -0.00039865476313101641 0.0084926755935207723 0.09285759778170162 -0.0036263166874531518 -0.031572714490415071 0.019930986914874101 -0.10006973373726813 -0.00031273342389754677 0.098692121599131183 0.0042713822620230654 0.087364072560453698 -0.00035537515275290739 0.0085629793176110851
leaf_weight=0.0012822717329633582 1.0340163036049221 0.0051197969636800336 0.011267205788071943 0.018006142629331978 0.0011543267124012315 0.0026472904655747698 0.001156760728918016 0.56923663223183396 0.57726884675636014 0.02180158715430025 0.028400829824477114 0.034975070018845145 0.54141562450946779 1.0395671191897822 0.51181672866368833 0.56479477850899584 0.003116851525333141 1.0075310386600902 0.54849892011407064 0.027564494084344804 0.52735476429876926 0.0022490379077511058 0.0066894164106088274 0.0074201725155091935 32.672161568414985 0.010345627397327917 0.52958002349564204 0.0015066829155330197 2.5852607031424646 0.59940622284537592
leaf_count=82 908 196 35 66 64 29 2 121 81 15 39 35 108 109 13 107 27 24 32 26 60 106 45 96 1270 4 30 11 144 149
internal_value=9.54523e-07 -0.0754704 1.20655e-05 0.00209215 0.0618862 -0.0376457 0.0338498 -3.97527e-05 4.4966e-06 0.00366588 0.043509 0.0240686 -5.43776e-05 -9.76164e-05 -3.49522e-05 -0.0001597 -5.50459e-05 0.00223026 0.0047283 -7.93612e-05 0.00303916 0.0543612 0.0167469 -0.0610164 -0.000176127 0.0677638 0.000330847 0.0161412 -0.000167436 0.0013232
internal_weight=43.4926 0.00640207 43.4862 1.05698 0.0229645 0.00495838 0.00231109 42.4292 41.86 0.662446 0.0851775 0.0633759 41.1975 40.6561 39.6166 37.5487 36.9839 2.06785 1.06032 36.9727 1.11271 0.0557754 0.0282109 0.0111759 35.8599 0.017035 1.05693 0.00375572 35.8568 3.18467
internal_count=4034 278 3756 1069 161 95 66 2687 2566 170 89 74 2396 2288 2179 2110 2003 69 45 1968 378 288 262 213 1590 49 90 117 1563 293
is_linear=0
shrinkage=0.1


Tree=406
num_leaves=31
num_cat=0
split_feature=17 23 2 9 2 15 16 10 23 0 2 7 7 14 2 2 23 7 0 21 6 5 21 21 18 13 16 0 10 9
split_gain=0.00323717 0.00146297 0.000403435 0.00161161 0.000520247 0.00044466 0.00889232 0.00720016 0.00490863 0.00089602 0.00242163 0.00275279 0.000555834 0.0109026 0.00706782 0.00645066 0.00589823 0.003038 0.00206465 0.0128767 0.0130375 0.0153864 0.00358199 0.0029158 0.0237596 0.0181813 0.00178003 0.0249077 0.0259689 0.00696926
threshold=160.21442126885003 -0.11012 60.327272492300004 192.57902085675002 62.922191810850009 20.729785921300003 14.184966829400002 76.279622535200005 0.092465000000000033 98.674478761850011 100.60547560250002 27.255808992300004 24.412498046750006 171.16849715720005 72.843776848050013 79.265746973750012 0.080395000000000022 24.573979631000004 94.047642319350018 4.3143180605000007 15.035351298550003 21.386268748550005 8.5501791199000028 6.7825386038500008 15.504699510200002 104.29066779635001 20.704951582800003 90.767723400200012 66.351146659450009 191.98656730705002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 6 -6 -8 9 -9 -11 -12 26 16 -15 -16 -14 -17 19 -19 22 -22 -21 -20 25 -25 27 28 29 -7
right_child=2 -3 4 -5 5 12 7 8 -10 10 11 -13 13 14 15 17 -18 18 23 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.020811687769308678 0.00082695490497189958 -0.10012030057589039 0.002277062688735107 -0.0057707125380607807 0.00048679019430051602 0.027305216412155803 -0.079294582943328848 0.099305804783849011 -0.002299938665781414 0.10002509895303933 -0.10005794693839976 0.092451880127054742 -0.012091158204237541 0.10023131637254035 -0.10037690018699751 -0.0078007555296565074 -0.10035160569808095 -0.00025059512671021827 -3.465050313958396e-05 0.047098892221792456 -0.070206869721480034 0.061809849166702395 0.10007192339868008 0.020080175745485668 -0.0004117727247451784 -0.10029956859777032 -5.2178404379429567e-05 0.00094447284603597101 0.096897320944545798 -0.0878709725447928
leaf_weight=0.0012758212157565896 1.0309947037119389 0.004633139937893104 1.0427857470760944 0.57768971200039221 1.5360161213929071 0.0098480652846778538 0.0038813646340328791 0.0171857501713788 0.0082915400337242318 0.0052750863833352923 0.0016341325092277259 0.0013617959190383999 0.013858549064024284 0.0069626835174848569 0.0064696003591951925 0.54082029800280551 0.016690489926986629 0.54624628513101869 9.1597786304883027 0.02550356131632725 0.017986033868510276 0.01733909701988523 0.025555729347176648 0.017536224295327751 0.524996482008806 0.044092469302995596 26.000433495948904 2.2166822722995323 0.053345773674913666 0.011261132965955767
leaf_count=82 46 196 29 77 932 296 106 18 28 7 34 19 9 1 8 65 35 78 353 26 15 26 15 31 117 72 879 344 57 33
internal_value=1.67859e-06 -0.0740095 1.17366e-05 -0.00154231 7.14421e-05 1.51099e-05 0.00166337 0.0496905 0.064525 0.0862906 0.0592471 -0.0125528 -5.09645e-05 -0.000655428 -0.000488739 -0.000552922 -0.0603123 -0.00049378 -0.000113035 0.00542291 0.0412989 -0.00540737 0.0736125 -0.000472369 -0.00730706 -0.0660459 0.000183283 0.00285537 0.0597467 -0.0341379
internal_weight=43.4864 0.00590896 43.4805 1.60868 41.8718 40.8291 1.57365 0.0376297 0.0337483 0.0254568 0.00827101 0.00299593 39.2554 10.9638 10.9333 10.9263 0.030549 10.9199 10.379 0.632631 0.0863844 0.0353251 0.0510593 9.7464 0.586625 0.0616287 28.2916 2.29114 0.074455 0.0211092
internal_count=4034 278 3756 123 3633 3604 1144 212 106 78 60 53 2460 851 807 806 44 798 733 160 82 41 41 573 220 103 1609 730 386 329
is_linear=0
shrinkage=0.1


Tree=407
num_leaves=31
num_cat=0
split_feature=20 20 20 18 18 8 5 5 2 21 10 18 16 15 18 3 9 15 17 2 22 12 21 22 0 23 5 7 20 0
split_gain=0.000407218 0.00292827 0.00174813 0.00206694 0.0284999 0.00276777 0.00940159 0.00482023 0.00296299 0.00143945 0.00712242 0.00904868 0.02114 0.00644053 0.00120451 0.00105145 0.0120313 0.0145915 0.00894003 0.00354744 0.00189718 0.00317024 0.00151203 0.015356 0.0132488 0.0165927 0.0127604 0.0103003 0.00820637 0.00684607
threshold=38.400997490450003 38.748048509250005 38.244973486750006 14.642476607400001 15.078113735950003 7.943800736700001 15.363313533450002 15.237417718750002 195.37902863565003 1.2135331028500003 70.171445662850019 14.164583421250002 20.784951395750003 38.483556206400003 14.876098287500001 93.910530954700008 187.45330412110005 43.401366108000012 182.63036160245002 93.57193670880001 -0.061874999999999999 123.47238069670001 1.8675847688500002 -0.0034049999999999996 96.741477366050006 0.085035000000000013 15.904541771600002 23.433599577300004 41.319407281650008 87.48511602295001
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 14 -6 7 -7 -8 -1 11 12 -11 -14 -5 22 19 20 -19 -17 -18 -22 23 24 25 -3 -26 -25 -27 -30
right_child=1 15 -4 4 5 6 8 -9 -10 10 -12 -13 13 -15 -16 16 17 18 -20 -21 21 -23 -24 27 26 28 -28 -29 29 -31
leaf_value=0.00022400112489261192 -0.0073446390829054247 0.088730839286693272 0.0062035902272574248 -0.10039010654322966 0.0021518328709854337 -0.027527129355312666 -0.10017986741021966 0.10004164881577544 -0.011601491146120932 -0.062829064756437916 0.00064764895495143489 0.088916341250846201 0.087608393332693935 0.019204082379646981 -0.061382695094754407 0.040470270364602427 -0.10029068245183628 0.094902815606749111 -0.10005582455116763 -0.0017031951388794574 -0.10009945369258155 0.038544234918468902 1.9451204414029744e-05 0.035204579195244598 0.036091724759280817 0.030642383618754643 -0.10067603951488885 -0.10029459163016137 -0.10013829721612698 0.030109755454213422
leaf_weight=3.5108989135305051 0.55164664295899157 0.042277201166143641 0.5423739359057328 0.026932811205625962 0.52178241847566176 0.005584939726205107 0.012868767374129675 0.0063066925504244864 0.0053448123744601608 0.024540445066573713 0.50560135578856924 0.020563665137160569 0.024013139296584995 0.032249965312075801 0.011211499997148877 0.020735977982455078 0.026259849341386143 0.0085678965551778674 0.0032421327803717767 0.52296228506403075 0.0038566550065866059 0.0028815421702859112 36.922137834318185 0.0080455885795814863 0.012694284862609706 0.041601901342801284 0.01474632117094643 0.018533980541494799 0.010788455234433059 0.0064471073878848975
leaf_count=268 62 35 30 40 302 40 38 4 28 41 21 10 26 21 24 24 72 7 85 403 29 16 2123 13 89 39 15 77 35 17
internal_value=1.79402e-06 -0.000111652 0.000827584 0.000208241 -0.00532716 0.000450787 -0.0290317 0.0401286 -0.0741864 0.00100139 0.00549803 0.0296908 0.0146185 0.0483991 -0.0889249 -5.71915e-06 -0.00419943 -0.0540054 0.0413821 -9.47514e-05 -0.0881446 -0.0408095 6.08453e-05 0.00991265 0.0242185 0.0409422 -0.037406 -0.0592792 0.00660404 -0.0514179
internal_weight=43.4677 38.2174 5.25027 4.7079 0.590032 0.551888 0.0301052 0.0118916 0.0182136 4.11787 0.606969 0.101367 0.0808035 0.0562631 0.0381443 37.6658 0.588506 0.0448081 0.01181 0.543698 0.032998 0.0067382 37.0773 0.155135 0.128555 0.101115 0.0274406 0.0265796 0.0588375 0.0172356
internal_count=4034 3141 893 863 476 412 110 44 66 387 119 98 88 47 64 3079 636 209 92 427 117 45 2443 320 230 126 104 90 91 52
is_linear=0
shrinkage=0.1


Tree=408
num_leaves=31
num_cat=0
split_feature=7 16 7 16 5 16 20 22 16 15 16 16 6 7 16 0 22 22 18 17 5 6 15 0 9 15 0 6 17 6
split_gain=0.00034939 0.00882051 0.00877052 0.00297854 0.00284523 0.00278455 0.00217696 0.00206587 0.00143637 0.00125401 0.000498573 0.000455342 0.00239232 0.00143626 0.0053176 0.00612212 0.000714059 0.0121991 0.0127702 0.00574245 0.00204903 0.0128258 0.00894369 0.00354947 0.00337261 0.00247351 0.0021897 0.00239871 0.00189726 0.00127534
threshold=22.105125139000005 22.744946812400002 21.147833206800005 20.959950986500004 19.476154597300006 19.144955230800004 47.927946529500012 -0.5775499999999999 19.124955277500003 26.809453849000004 22.714946882600003 22.674946976100003 16.545386580300001 22.545611589100002 20.864951208700003 85.732241321850012 -0.16276499999999997 -0.50001499999999999 13.843998451900001 203.48482458890001 24.279163357700003 13.78532209185 24.118672490250002 91.394134144600017 208.07152902175002 12.836982748150001 98.142164052000012 12.26528657645 186.09458496570002 12.05528166975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -4 7 -1 -8 -10 11 13 -13 14 -2 -16 17 20 -19 28 21 22 24 -23 26 -26 -15 29 -20 -28
right_child=10 -3 4 -5 -6 -7 8 -9 9 -11 -12 12 -14 16 15 -17 -18 18 19 -21 -22 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.056090336448348314 0.00091292392453117064 0.0001793899875565229 -0.10008943362235789 0.089185805149256267 -0.10036857685738505 0.065663084571629296 0.068461895484299498 -0.10001079220001066 0.036637362847023257 -0.070072007553626123 0.0029174380533880931 -0.0069232941781822962 0.0012101988352701595 0.094847106661360467 -0.013331857411216237 0.043384065186017375 -5.8998959196274186e-05 0.090261403533797885 0.0099886732268392904 0.056039211185475141 0.0014680760850887074 -0.10049419837458273 -0.10006847158392324 -0.032595400476579044 0.049236147834822823 -0.10008794269385123 -0.02853292344527969 -0.10005742805177405 -0.10018751028852807 0.10001806651309167
leaf_weight=0.0010885220058298164 0.51045708095914122 0.88344286301162356 0.0018450375151282108 0.003638412862187578 0.020445888537269585 0.0022489154216600582 0.0033841824668870979 0.0038335748861245142 0.0021447209815050883 0.0022636005312506313 0.59495069072570927 0.55898631491345341 1.0242798698018303 0.013932148354570018 0.026785689664279744 0.065751197886129376 39.129488392937517 0.030435241045900341 0.002035293408989225 0.0054564339960687666 0.50627698984203562 0.013570266517490381 0.0043504955674364956 0.017795187261754108 0.0023202381670799346 0.0021255330321849897 0.0011314255169160283 0.0012890748013205666 0.0067350981297048529 0.002427666709991172
leaf_count=13 52 57 52 18 65 5 31 552 26 19 87 69 11 15 31 39 2473 30 41 40 6 13 28 35 15 36 118 12 40 5
internal_value=1.11329e-06 -0.00192229 -0.0473267 0.00940505 -0.0851319 -0.00903724 -0.013425 -0.065489 0.0194609 -0.0181561 4.29253e-05 2.13416e-06 -0.0016614 6.7421e-05 0.00491126 0.0269671 -6.07808e-06 0.00338928 0.0537024 -0.0245078 -0.00058632 -0.0182324 0.0315167 -0.0619718 0.056164 -0.022156 0.0747043 0.01682 -0.0746196 0.0591521
internal_weight=43.4449 0.924336 0.0408929 0.016353 0.0245398 0.00409395 0.0127146 0.0049221 0.0077925 0.00440832 42.5206 41.9256 1.58327 40.3424 0.602994 0.0925369 39.7394 0.609881 0.0446621 0.0142268 0.565219 0.058942 0.0275766 0.0313655 0.0232261 0.00444577 0.0187803 0.00484817 0.00877039 0.00355909
internal_count=4034 838 781 659 122 57 641 565 76 45 3196 3109 80 3029 122 70 2907 434 151 121 283 277 229 48 201 51 150 135 81 123
is_linear=0
shrinkage=0.1


Tree=409
num_leaves=31
num_cat=0
split_feature=6 4 20 10 21 2 22 6 15 6 4 16 5 5 22 16 20 22 8 22 4 18 6 10 13 6 19 22 20 9
split_gain=0.000333086 0.00143201 0.00280235 0.0341991 0.0125177 0.0027037 0.00353088 0.0023698 0.00112403 0.00332131 0.00217263 0.0227299 0.00905644 0.0185951 0.00779086 0.00659917 0.00515228 0.00430511 0.00379799 0.00467095 0.0054186 0.0046328 0.00162369 0.00137981 0.00120415 0.00229949 0.00111565 0.00185948 0.00701245 0.00143607
threshold=16.455384477450004 313.22340827140005 42.141702038450013 62.009286778800011 2.9212203061500004 198.51835910855002 1.0000000180025095e-35 16.505385645700006 43.401366108000012 16.405383309150004 292.37128869975004 22.614947116400003 22.53967987815 21.955793948900006 -0.088224999999999984 15.524963695900002 41.535369675400013 -0.0068649999999999996 8.3434888241000014 -0.031449999999999999 294.35264367105009 16.587089536200001 13.200308423050002 78.895492296100016 117.49368567500001 15.425360411050002 14.351157895250003 -0.079634999999999997 40.467253020850002 191.03141765810003
decision_type=2 2 2 2 2 2 2 2 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 5 -4 -5 26 -7 -3 10 -10 -1 12 13 14 15 22 -13 18 19 20 -16 -22 -12 -23 25 -14 27 -2 -29 -28
right_child=1 7 3 4 -6 6 -8 -9 9 -11 11 16 24 -15 17 -17 -18 -19 -20 -21 21 23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=0.00019341317804286921 1.8831735985405632e-05 0.0077721998741587641 0.00087516884593045552 0.016180263514973328 -0.096916674934340141 -0.010573374144763895 -0.00068326706729078274 -0.0016710039531972372 -0.0082718232579444325 0.0027697680179360204 -0.047851687717374344 0.10009029225824242 -0.10015328545513649 0.097368170048723446 0.093953709286278067 -0.094888014879350197 0.034054230672371136 -0.00072977707404544526 0.088229536232176248 0.078503887546081452 -0.10010576547294081 0.059264792899355059 0.082813670905607359 -0.052640224748895119 -0.10055418429706971 0.036416476875181486 0.0038219247420900591 0.0036737060644878097 -0.01231602800462659 0.00026253095188976116
leaf_weight=26.156870989121472 4.5300359456869295 0.54541998503367561 0.54801009433641112 0.012013836010737577 0.052784594582192312 0.56481094821196975 1.0002501178650218 0.51827377822981369 0.56404301069829788 0.52691900708418871 0.0013644812550530619 0.02779057809675578 0.002768081459381567 0.020020286441574164 0.0034477073216976342 0.014937969589175593 0.020553255570121109 0.51753318555706362 0.0099164690199131655 0.0076404365892344108 0.0071302735178555565 0.0035402243083808571 0.0031383359531176325 0.0015997338278146422 0.0090111835452262312 0.0022229893176017868 1.4482451526491784 0.53213219860140071 0.56601621646763078 5.2157746560805549
leaf_count=1943 233 31 193 8 92 58 12 79 99 27 320 41 36 12 4 119 7 227 15 25 54 11 10 59 12 15 55 35 61 141
internal_value=9.38055e-07 -0.000370195 -0.000630515 -0.00724814 -0.0759481 -0.000337864 -0.00425248 0.0031711 0.000207569 -0.00293889 0.000335608 0.0060348 0.000756129 0.00264167 -0.000683983 -0.0629002 0.0720152 0.00151194 0.036378 0.0143652 -0.0168124 -0.0479356 0.0432184 0.0244361 -0.0787296 -0.039326 0.000160551 -0.000876102 -0.00456785 0.00103607
internal_weight=43.4342 15.5338 14.4701 0.612809 0.0647984 13.8573 1.56506 1.06369 27.9004 1.09096 26.8095 0.652615 0.604271 0.590269 0.570249 0.0194408 0.0483438 0.550808 0.0332748 0.0233584 0.0157179 0.0122702 0.00450282 0.00513996 0.0140023 0.00499107 12.2922 5.62818 1.09815 6.66402
internal_count=4034 998 888 293 100 595 70 110 3036 126 2910 967 919 856 844 449 48 395 168 153 128 124 330 70 63 51 525 329 96 196
is_linear=0
shrinkage=0.1


Tree=410
num_leaves=31
num_cat=0
split_feature=17 23 7 16 7 16 20 22 2 6 2 2 9 9 4 20 0 0 7 23 20 10 4 9 16 18 12 8 3 0
split_gain=0.0026876 0.0013885 0.000398915 0.00723496 0.00864883 0.00250626 0.00207338 0.00184987 0.001802 0.00175584 0.00350267 0.000987152 0.000532244 0.00243627 0.000741388 0.000666434 0.000663561 0.00046994 0.000850946 0.00859054 0.00414108 0.00182648 0.00117714 0.000603525 0.000570302 0.00273874 0.00216004 0.000727983 0.00146336 0.0215677
threshold=160.21442126885003 -0.11012 22.105125139000005 22.744946812400002 21.147833206800005 20.959950986500004 47.927946529500012 -0.5775499999999999 253.13454704850002 15.885371159150003 53.810443956900009 315.94243452415003 186.68586460755003 185.44496129890004 197.64724210580002 41.605323437500005 85.732241321850012 85.791387400750025 22.938075114600004 -0.5351999999999999 40.750688432250008 62.009286778800011 168.01744813895002 190.73543849905005 22.664946999500003 13.531614672700002 63.174563425750001 8.543332867800002 92.703413254150021 91.066142252700018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -2 -8 10 -6 -10 13 14 15 -4 -14 -18 20 -20 21 -19 -23 -21 26 -26 -25 -28 29 -29
right_child=2 -3 12 -5 9 -7 8 -9 11 -11 -12 -13 16 -15 -16 -17 17 18 19 23 -22 22 -24 24 25 -27 27 28 -30 -31
leaf_value=0.020521553710025654 0.052106676831492206 -0.10010831737769782 0.00054906326969296796 -0.00022852886587058959 0.06581992190533302 0.088631924420223773 0.064590031526790062 -0.1000102146352105 0.020055206924120095 -0.10032065473350749 -0.10027225460848502 -0.10001777456281649 -0.0033580939510264815 0.0072896628630840302 0.0017432575914061667 -0.004536360144357556 0.0029529111812074947 0.0034208462736954864 0.099230220729681073 0.0033319014794064858 -0.008783810911812873 0.0018692775950385574 -0.0039145152903188969 0.040802441172747131 -0.0072494613313676959 0.002879388442260183 -0.00017047713146413731 0.038865739779230662 0.00022789307285549251 -3.7546726677300137e-05
leaf_weight=0.0012517268257780656 0.0010557306984537726 0.0040142942629079461 0.50444800420853753 0.88055683964967102 0.0021036210382590062 0.0034397011622786531 0.004354381583207001 0.0032931021248189243 0.0013938360298197949 0.017000927957404599 0.0032029036314629167 0.0013457629000424021 0.59256929102338673 0.55904560085275523 1.0310777564839841 0.52681003819574101 0.53643854433175775 1.0485194399952886 0.0087424164332635668 0.56523459137273491 0.64013081874418265 0.53069466669694509 1.044389904982381 0.013039500918238356 0.53947611716284771 0.52844105350231985 25.526453384847343 0.15676699697359975 6.5756290885506132 1.5664285812285923
leaf_count=82 13 196 20 54 4 13 25 422 5 32 83 38 185 54 745 43 22 16 3 78 62 24 38 2 19 42 1483 91 57 83
internal_value=8.22674e-07 -0.0714347 9.48803e-06 -0.00205323 -0.0452571 0.0137838 -0.00871553 -0.063082 0.0246129 -0.0846464 -0.0344297 -0.0389278 5.40363e-05 0.00143431 -0.00015293 -0.00204879 -3.67072e-05 1.3398e-05 -2.73017e-05 0.000114837 -0.0015725 0.000186979 -0.00196578 9.0409e-05 3.79197e-05 -0.00223737 0.000109726 9.40396e-05 0.00090767 0.00350166
internal_weight=43.4173 0.00526602 43.4121 0.917747 0.03719 0.0148825 0.0114428 0.00434883 0.00709398 0.0223075 0.00530652 0.0027396 42.4943 2.62138 2.06234 1.03126 39.873 39.2804 38.7439 35.4802 3.26373 2.6236 1.57508 35.4715 34.9062 1.06792 33.8383 33.8253 8.29882 1.7232
internal_count=4034 278 3756 689 635 516 503 435 68 119 87 43 3067 862 808 63 2205 2020 1998 1858 140 78 62 1855 1777 61 1716 1714 231 174
is_linear=0
shrinkage=0.1


Tree=411
num_leaves=31
num_cat=0
split_feature=17 13 8 16 10 15 23 8 5 12 12 2 19 0 2 22 13 13 21 20 18 2 0 7 9 21 4 21 3 22
split_gain=0.00245458 0.00261902 0.000354217 0.00168452 0.0122506 0.0136179 0.00463968 0.000554338 0.000565492 0.000509397 0.0018819 0.000463478 0.00046698 0.00314658 0.00230861 0.00148388 0.00104376 0.00357235 0.00152588 0.00187581 0.00135509 0.0010026 0.00225265 0.00138802 0.000897169 0.00531239 0.0330299 0.00843022 0.0215579 0.00209005
threshold=162.13109061465002 120.87576600310001 8.8430989333000021 22.634947069650003 63.353515844050008 32.167495462450006 0.093160000000000034 8.7431769115000026 21.991679690250006 69.826413229550027 82.696898122450008 62.922191810850009 14.451165964200003 87.48511602295001 219.24808729375005 -0.026144999999999998 117.60660091645001 117.62810858150002 4.797392351550001 38.121007182500009 13.24088655595 139.52793115400002 86.382848189450016 22.907491544400003 201.09804420775001 8.9626214023500008 286.86996866160007 11.065329869750002 85.788698942600021 -0.101395
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 -4 6 -6 9 -9 -2 -11 -12 16 14 15 21 24 -18 19 -19 -20 22 -14 -23 -13 29 27 28 -27 -26
right_child=2 -3 3 -5 5 -7 -8 8 -10 10 11 12 13 -15 -16 -17 17 18 20 -21 -22 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.10007870987773132 0.0030489993115419556 0.038743550914216315 -0.10039056797906497 -0.00049123973605830673 -0.0134158007063288 0.051767563535327202 -0.1002438609397818 0.0032293890306416655 0.00022659517647692398 -0.0059098369088059904 0.0020726182690330723 0.00049015525301923169 0.0066610906063282226 -0.0062073625603803395 0.0075558803706628902 0.0054505717649634272 -0.0091799002190595148 -0.00020174220950414145 -0.0013787274808096958 -0.0077450203613450069 0.003717225637108787 -0.0060245180228888561 -0.00027850382535249028 0.00024755785120258951 0.0031640112547162997 -0.10031688279840137 -0.0010890415693701324 -0.10036951034587004 0.073359239729248321 -0.00071607740757053903
leaf_weight=0.0047806061671441516 0.5242864446028993 0.0018987751682288945 0.014054437508540185 0.5211213386357656 0.015130554617400094 0.02860519794899119 0.010373366672695283 1.0653125024327885 1.5248352851475599 0.54768216405145054 1.0429854431786214 16.071633509603387 0.60938231917680274 0.58622941514477123 0.56486436437506871 0.59987254502300302 0.55366102437528653 0.85998617965680091 1.0396924006765007 0.53458543581668039 1.0475988565394798 0.53035836760591326 2.0127460332587361 1.0541104125906597 1.6167622262110732 0.018038859404242547 0.53295193639215821 0.043897613257193768 0.011836829798994586 9.8230245353680274
leaf_count=349 24 4 18 79 33 35 28 31 34 65 31 1843 76 72 72 39 17 53 42 27 17 26 9 31 291 43 99 66 8 472
internal_value=7.90836e-07 -0.0606151 1.01186e-05 -0.00242491 -0.0172081 0.0043979 -0.0487319 4.36321e-05 0.00146163 -4.7672e-05 -8.85653e-05 -7.13844e-06 -6.40549e-05 0.000749157 0.00150839 0.000797683 -0.00021473 -0.00171867 -0.000532233 -0.00309333 0.0011789 0.000134169 0.00133426 -0.00185185 1.11506e-06 -0.000651329 -0.00976991 -0.0724821 -0.0315059 -0.000167712
internal_weight=43.4123 0.00667938 43.4056 0.589285 0.0681636 0.0541091 0.0255039 42.8163 2.59015 40.2262 39.7019 39.1542 38.1112 5.95756 5.37133 4.80647 32.1537 4.03552 3.48186 1.39457 2.08729 4.2066 2.62213 1.58447 28.1181 12.0465 0.606725 0.0737733 0.0298757 11.4398
internal_count=4034 353 3681 193 114 96 61 3488 65 3423 3399 3334 3303 325 253 181 2978 156 139 80 59 142 85 57 2822 979 216 117 51 763
is_linear=0
shrinkage=0.1


Tree=412
num_leaves=31
num_cat=0
split_feature=17 5 21 21 3 7 9 20 8 9 5 14 14 2 15 15 22 23 2 19 13 20 23 7 17 4 4 20 17 12
split_gain=0.00216931 0.00251265 0.000369458 0.00165693 0.00611675 0.00143911 0.0151418 0.00377107 0.0174523 0.00461732 0.00268969 0.00249839 0.00141451 0.0253737 0.0138827 0.0125882 0.014183 0.00893142 0.011859 0.00622385 0.00542004 0.00315988 0.00258993 0.0011822 0.0019304 0.00123916 0.00108745 0.00128474 0.00164067 0.000958265
threshold=162.13109061465002 28.449653740450003 4.5452899713000017 5.0168062700000009 83.326071295150015 22.516377366000004 186.68586460755003 41.827117825850003 7.943800736700001 71.898880373250009 21.454033346250004 156.61564208075004 274.43194657740008 201.70502722175004 26.583493790300004 45.169600924000008 -0.078504999999999991 0.08766000000000003 215.46241552700005 14.451165964200003 101.26615239960002 41.289992964000007 -0.52484999999999993 22.775216856700002 184.37225457675004 157.07313959035005 377.6847677435 47.927946529500012 172.24349499320002 82.696898122450008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 6 7 -5 9 26 -8 -7 22 14 20 16 -15 -18 -19 -17 -14 -20 -2 24 -13 -25 27 -9 -29 -24
right_child=2 -3 3 5 -6 11 10 8 -10 -11 -12 23 13 15 -16 19 17 18 21 -21 -22 -23 29 25 -26 -27 -28 28 -30 -31
leaf_value=-0.10007176221706811 -0.10015445723752454 0.039933427510806897 0.00021793625879568178 0.00099972328714566044 0.01139280550695624 0.067133860495919503 -0.031551236739051851 -0.10001133686716311 -0.10029895972568688 0.095359893230643811 -0.091704062399758632 -0.0012521170214590722 -0.1000820388536303 -0.0002931171851839132 -0.089986811191996766 -0.095242425132158415 0.096168911048141931 0.096358923942087671 0.012271967799250551 0.0067849521057676034 0.091760646519235614 -0.10033674375592515 -0.0030287543332084832 -0.10020724684077492 0.0070909079708899583 -9.130602682446444e-05 -0.10001617294410983 0.090065467101848248 -0.023814340659382136 6.2558401612747608e-05
leaf_weight=0.0043865371622729956 0.002591068662375017 0.0018111313377762173 2.5143421940809989 0.53165926511787787 0.60832807319704318 0.0055538373417246536 0.011365398764610291 0.001004481597332684 0.018115263398613024 0.0082417438595712156 0.021486488359101941 0.51560620964344284 0.0018971371188888364 0.51795802159129267 0.047854146796339592 0.019573399520659507 0.026081399053870413 0.008365004357926864 0.0038025553974563309 0.0086085683054157869 0.006582504439393233 0.0072294450529781784 1.0834160067090817 0.0012363523710544602 0.60012238633991899 23.340555073442669 0.001211863879843067 0.0021645149736286839 0.0030446279117226638 13.470726008841954
leaf_count=278 39 75 48 62 61 7 7 92 35 50 50 21 92 227 43 34 91 23 24 32 7 42 93 1 87 1259 54 14 28 1058
internal_value=-1.30858e-08 -0.0591583 8.43712e-06 0.000222766 0.00239491 -4.78854e-05 -0.00489344 -0.00105886 -0.0334562 0.0438309 -0.0708937 7.06223e-05 -0.000388853 -0.00496052 -0.0690899 0.00114587 0.00440817 0.0579516 0.00656435 -0.0640768 0.04884 -0.0615223 -0.000185358 5.53935e-05 0.00323539 -9.66089e-05 -0.0133625 0.00353782 0.0235053 -0.00016756
internal_weight=43.3949 0.00619767 43.3887 28.184 3.12267 25.0614 0.598294 0.565442 0.0337825 0.0156672 0.0328519 24.4631 15.2047 0.647952 0.0563338 0.591618 0.563436 0.0454784 0.019397 0.028182 0.00847964 0.011032 14.5567 24.4575 1.11573 23.3418 0.00742549 0.00621362 0.00520914 14.5541
internal_count=4034 353 3681 1876 109 1767 392 335 273 238 57 1375 1805 615 142 473 407 180 89 66 99 66 1190 1368 108 1260 188 134 42 1151
is_linear=0
shrinkage=0.1


Tree=413
num_leaves=31
num_cat=0
split_feature=17 17 13 18 18 17 17 9 18 8 9 20 13 20 23 0 14 21 20 23 12 9 9 23 2 14 20 15 13 21
split_gain=0.00197844 0.000477739 0.00330326 0.000356413 0.0035588 0.002312 0.000999075 0.0023979 0.00458846 0.033002 0.00791485 0.00130728 0.00246384 0.00159196 0.00116574 0.00113757 0.00162691 0.000975238 0.00212258 0.0204102 0.0174511 0.00173898 0.00190564 0.00581792 0.00129711 0.031448 0.0118578 0.0245124 0.0160721 0.013824
threshold=159.58247398035004 162.13109061465002 120.87576600310001 13.455547561900003 13.531614672700002 193.50449793755004 188.10488866565001 192.57902085675002 13.327513832500001 8.1436447804000007 189.46063690070002 39.664548207900005 117.64961624655002 38.903925214650009 0.098105000000000026 85.925810307250018 170.27070910270004 13.279159471700002 40.844669808050007 0.10301500000000002 144.57070813310003 209.03603029655002 196.26893085885004 0.089850000000000027 185.72519583365002 278.23408957510009 41.571132012400007 46.683480308100009 115.68166489510001 8.119216894900001
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 11 8 9 -8 14 13 15 -3 -11 -13 -17 24 -19 20 -20 22 23 -22 -6 -26 27 28 -27 -28
right_child=1 3 -4 4 17 -7 7 -9 -10 10 -12 12 -14 -15 -16 16 -18 18 19 -21 21 -23 -24 -25 25 26 29 -29 -30 -31
leaf_value=-0.10004522888845767 -0.10007588384513187 -0.00022032727201267847 0.10002044171693031 -0.0079392386350786593 -6.8760918482335663e-07 0.0066832418382732203 -0.00017268622822953902 0.00023005588503923719 -0.0019559419001269492 0.064498038930714166 0.029089966600911468 0.00041807091872814368 -0.0079495152436634391 0.0059249952795066615 0.09149115575061427 -0.00062383887431440629 -0.0073899241635437653 -0.00042168427744710199 -0.1001591052272866 0.00072137621827636977 0.096052068831673165 0.029757893864495295 0.093585778235754424 -0.10012514615599902 -0.10199959807708686 0.0039875816411404147 -0.047883453949651669 -0.094531565526375705 0.082967023595691483 -0.0013358149821320637
leaf_weight=0.0019765804962820202 0.0025588787741445121 1.9412611500239578 0.0012175883166491985 0.58459319008098276 22.321214744704328 0.5597404363831221 0.51823522348574502 8.2355013506664232 0.51083232928363032 0.026380278554142933 0.052752255275208881 2.5571026646064325 0.55998833199785725 0.53847511415824545 0.040656571133240504 1.007325596978262 0.5490901524752444 1.0135459741042208 0.0060205350922336578 0.52187130241100022 0.0051188774637485049 0.0063365048147261396 0.04202293068115992 0.0021452623251132508 0.031399077879029735 0.047964367875936831 0.06653536868059351 0.014006719347435137 0.055672096132184379 1.553379976305898
leaf_count=262 89 226 2 60 1408 60 34 130 13 30 33 290 82 22 17 18 55 55 28 28 139 25 19 8 10 341 272 22 93 163
internal_value=-5.82561e-07 3.97665e-06 -0.0355619 7.07363e-06 -0.000224189 0.000362432 0.000148495 0.000827092 0.00510691 0.0107618 0.0580667 -0.000741759 -0.00172648 0.00111413 0.0808688 -0.000879319 -0.00301086 -4.86089e-05 0.00234446 0.00714916 0.061566 0.0790707 0.0854105 0.0381166 -0.000207258 -0.00281382 -0.00102146 0.0296331 0.0464143 -0.00324768
internal_weight=43.3749 43.3729 0.00377647 43.3692 26.2718 17.0973 16.5376 9.38436 1.14886 0.638024 0.119789 7.15324 4.67351 2.47974 0.0670368 4.11352 1.55642 25.6872 1.59706 0.583515 0.0616441 0.0556236 0.0492871 0.00726414 24.0902 1.76896 1.73756 0.117643 0.103636 1.61992
internal_count=4034 3772 91 3681 2671 1010 950 257 127 114 80 693 445 248 47 363 73 2611 302 247 219 191 166 147 2309 901 891 456 434 435
is_linear=0
shrinkage=0.1


Tree=414
num_leaves=31
num_cat=0
split_feature=21 12 23 2 20 22 5 5 22 18 20 21 20 7 9 7 22 13 20 7 7 5 17 7 21 23 23 23 12 23
split_gain=0.000366813 0.00872225 0.00124318 0.0212903 0.00742641 0.0461377 0.0295112 0.0298527 0.00688608 0.00633831 0.00175988 0.00120954 0.00400378 0.00108165 0.015613 0.00478946 0.0077347 0.00464919 0.00418031 0.00133765 0.00115323 0.00202511 0.00109389 0.0010544 0.00191828 0.0212791 0.00209324 0.00399795 0.0013023 0.000911572
threshold=4.5452899713000017 75.857705639900004 0.081765000000000018 67.858768990950011 41.385032804600009 -0.11572 22.127107789600004 22.862610686750006 -0.026144999999999998 13.552878921100001 41.965809985500009 4.837019638150001 40.80591513400001 22.516377366000004 186.68586460755003 22.105125139000005 0.11704500000000002 116.53390612245002 40.098777110850008 20.861906850000004 22.775216856700002 20.872540794500004 168.59667799010003 23.549545123900007 3.8092755532000004 0.081280000000000019 -0.26958499999999996 -0.41441 82.696898122450008 0.078310000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -5 -6 8 -8 -7 -4 23 12 -3 14 15 16 17 19 -16 22 21 -15 -13 24 25 26 27 -1 -25 -28
right_child=1 11 3 4 5 6 7 -9 -10 -11 -12 13 -14 20 18 -17 -18 -19 -20 -21 -22 -23 -24 28 -26 -27 29 -29 -30 -31
leaf_value=-0.10014986979852032 0.092034194362686575 -0.00084338236667317712 -0.022103757825573469 -2.8413067779785049e-06 0.003330169917309769 -0.099611931373490559 0.060027308040369411 -0.095604840941009475 -0.024123460683943488 -0.10043939693456844 0.0063067067073797447 -0.04711060125528773 0.0097048969805758004 -0.0012796732163951358 -0.01967143538969874 0.0014527784448809188 0.093652419145064711 -0.10029811167898398 -0.10049500986275675 -0.10004668112195328 -2.4354691593126129e-05 0.0072490760090921369 0.048968564344640503 -0.0051863474310150839 -0.0014868655656527536 0.00086624457149802399 0.066541312872230543 0.096369049870181953 0.00025709532550246254 0.097793249965869827
leaf_weight=0.0020066661705584465 0.010341649365282701 1.0220494994019116 0.016690128497427348 9.7607446138247731 0.52978241533092696 0.089753281222705539 0.03326581227747738 0.019578932852684972 0.013964068395761475 0.027100345750994848 0.54349813037545214 0.0016877911982211549 0.55536985307316999 0.52322300961178958 0.0093529351142933592 0.54200563354217302 0.0034912980383078321 0.013926894702333215 0.020263881180241583 0.0011024568971904625 24.864326279744464 0.59500600671758219 0.0039777353053538356 0.53004353929520709 0.5022722504943431 0.50291159696359955 0.032782481006657926 0.002138364310425799 2.5730129863235995 0.013048241782087189
leaf_count=55 14 20 28 702 93 148 25 64 36 67 248 118 39 45 9 74 35 83 49 120 1358 68 58 14 8 3 163 14 259 17
internal_value=1.09403e-07 0.000213727 -0.000395924 -0.0010015 -0.000709845 -0.0107644 -0.0584582 0.00236573 -0.0894485 -0.0705829 0.000955303 0.000180001 0.0028704 2.03262e-05 -0.00419244 -0.000490089 -0.0440292 -0.0672566 -0.0749711 0.000734927 0.000116929 0.00325845 0.0203461 0.000255849 0.00298662 0.00705057 0.0692841 0.00123154 -0.000672717 0.0754389
internal_weight=43.3587 28.1661 15.1926 10.4909 10.4471 0.686345 0.156562 0.0528447 0.103717 0.0437905 4.70171 28.1558 1.57742 26.5784 0.595809 0.566192 0.0241862 0.0206949 0.0296168 0.00676798 25.9826 1.11823 0.00566553 4.15822 1.05516 0.552887 0.0499758 0.00414503 3.10306 0.0458307
internal_count=4034 2090 1944 1163 1068 366 273 89 184 95 781 2076 59 2017 546 488 414 379 58 296 1471 113 176 533 260 252 249 69 273 180
is_linear=0
shrinkage=0.1


Tree=415
num_leaves=31
num_cat=0
split_feature=17 5 6 20 16 18 8 19 15 13 19 9 6 17 17 21 12 2 20 20 20 15 5 20 18 3 18 7 22 23
split_gain=0.00180112 0.00196531 0.000338787 0.00151712 0.00494214 0.0332965 0.0162836 0.00186142 0.00155322 0.00156462 0.000913247 0.0016366 0.000860371 0.0124296 0.00931687 0.00768517 0.00727261 0.00647463 0.00329806 0.00384853 0.00727657 0.00283345 0.0233078 0.0184018 0.00891745 0.00392586 0.00190496 0.0252671 0.00256801 0.00766403
threshold=162.13109061465002 28.449653740450003 16.465384711100004 41.50623664750001 22.604947139800004 13.036600629150001 8.543332867800002 14.251149826300002 44.891409666300007 117.58509325145 14.351157895250003 192.57902085675002 14.745344522600002 181.44667750215004 173.77968723070003 1.0020322129000003 77.955876436550014 41.467794892200004 32.724174661450007 33.151194885250007 34.41230404325001 34.884393272300009 19.327153142150006 38.969453495950006 14.329845562450002 86.272621406050021 13.893471991850001 24.142338514450003 -0.078649999999999984 0.11531000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 7 -6 -7 -5 9 -9 -4 -12 17 14 15 -14 -15 -2 -19 -20 -21 22 25 -24 -25 -18 28 -28 -23 -30
right_child=2 -3 3 4 5 6 -8 8 -10 -11 11 -13 13 16 -16 -17 21 18 19 20 -22 26 23 24 -26 -27 27 -29 29 -31
leaf_value=-0.10005885062096578 0.084836270498447497 0.036707531341393568 -0.00083223501249779638 0.004890960852094217 -0.0003228202302522523 -0.094177196368112046 -0.0084430078006888735 -0.0080098247794202649 0.0010747524649677806 -0.00035692952543594039 0.0047558904467589333 0.00027467372280886264 0.062113268990734244 -0.077461404758637234 0.088296858183356336 -0.08880410609013796 0.0062060498354402629 -0.10012833851854244 0.07691885419605797 -0.10019546554506259 -0.00024986082477758604 -0.00049495360517609166 -0.016614546440035526 0.091652796877455311 0.022614034616492328 -0.0053293585954971925 -0.064562993409419761 0.0015105118350531447 0.012441545622297923 0.00010199637907882724
leaf_weight=0.0035612795763605423 0.0089411197259668951 0.0014903947217685953 5.0751767448743248 0.53084377920957226 0.52188974853505943 0.063071631400397621 0.034147703361753656 0.56535097204414364 1.0078741985854369 0.50648866291157901 0.96740563397906942 5.1726712242143549 0.0067968672807826591 0.011898437922353788 0.028066181986201144 0.0067007509475160987 0.63713929295658889 0.0033075952091711205 0.0064580775422972128 0.0072875449145034512 17.419119061691291 6.7232376603526758 0.033234875662884522 0.061546585395333864 0.026880387764379066 0.54946470921640866 0.064268117375946399 0.581935708655692 0.66877536716236941 2.0347046396345831
leaf_count=278 6 75 286 148 48 71 31 48 11 10 56 148 24 9 17 25 85 104 10 52 1831 196 21 46 27 55 25 140 131 20
internal_value=-1.20618e-06 -0.0597087 5.75574e-06 -0.000389642 -0.0022994 -0.0103321 -0.0640636 -0.000394395 -0.00174347 -0.00439351 0.000160311 0.000980716 0.000203524 0.000877697 0.0554636 -0.0128081 0.000678559 -0.000238373 -0.000281998 -0.000263054 -0.000291657 0.00076025 0.00513843 0.0468233 0.0706661 0.000864504 0.000191615 -0.00506082 0.00055167 0.0031545
internal_weight=43.3297 0.00505167 43.3247 14.4449 3.22967 0.619109 0.0972193 2.61056 2.07971 1.07184 11.2153 6.14008 28.8798 11.4346 0.0415638 0.0134976 11.3931 17.4451 17.4362 17.4329 17.4264 11.3812 1.30827 0.121662 0.088427 1.1866 10.0729 0.646204 9.42672 2.70348
internal_count=4034 353 3681 857 367 150 102 217 69 58 490 204 2824 821 66 49 755 2003 1997 1893 1883 746 234 94 73 140 512 165 347 151
is_linear=0
shrinkage=0.1


Tree=416
num_leaves=31
num_cat=0
split_feature=7 16 7 5 16 16 20 9 21 16 18 18 15 13 22 12 12 20 10 6 10 2 2 0 13 15 12 17 9 5
split_gain=0.000450672 0.00599997 0.00688787 0.00230281 0.0022223 0.00221265 0.00160686 0.00151703 0.00132397 0.00115699 0.000427519 0.00247219 0.00164755 0.00124693 0.000930281 0.00750245 0.0148369 0.00550729 0.00164782 0.00719958 0.037959 0.0176728 0.0102116 0.0169028 0.0043595 0.0120521 0.00599069 0.00423547 0.002735 0.00227786
threshold=22.105125139000005 22.744946812400002 21.147833206800005 19.476154597300006 19.144955230800004 20.959950986500004 47.927946529500012 91.658347141250019 7.515317457250001 19.124955277500003 13.455547561900003 13.531614672700002 33.762789462050002 117.46680109370001 -0.095854999999999996 93.660658182900008 94.328280857900012 40.00488309970001 71.658163008950012 16.425383776450001 67.074341896550024 121.36426933400001 98.465712168700023 94.047642319350018 104.08096806215002 20.729785921300003 155.48826588285002 203.30705351230003 187.45330412110005 13.361597395450001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -8 -10 12 -12 -2 -14 15 17 -17 -13 19 20 -18 22 23 -22 25 26 28 29 -20 -28
right_child=10 -3 3 -5 -6 -7 8 -9 9 -11 11 14 13 -15 -16 16 18 -19 24 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.10000984591630391 0.0057859010907423134 -0.000653797965253387 -0.10007051583211608 -0.10027760217188204 0.063416003212128896 0.086919539726621281 0.087448392475782774 0.04256940147120019 0.057010756825136268 -0.048639476122221748 -0.0066391569419406889 -0.10050711378020266 0.0047335261342643471 8.108583519663543e-05 -0.00034521896688327722 0.10043014405800771 0.089343489721480249 0.020799809273207348 0.0725635902538556 3.3815425611237342e-05 0.10010907364770005 -0.0017649195953904286 0.077779516888965242 -0.10023023757533123 -0.00069644426176471814 -0.10012775280682129 -0.050389011919400456 -0.06033793346898203 -0.10010976677909611 0.085339635712833775
leaf_weight=0.0028410687322405481 0.55879120172983121 0.87899541179376683 0.0014923138561455654 0.015339946304822272 0.0018775369026116095 0.0029386476653598956 0.0019672689859362436 0.0010120836637188546 0.0016135693599406142 0.0028985899858753328 0.58354646110297181 0.012350311163256467 0.59906848153172987 15.010479728268228 20.859315789690005 0.015093772808086103 0.057576819431417792 0.0053697439318511888 0.0011147940386450053 2.5478802645070573 0.0074982749647460869 0.52623508758780613 0.047175230069115059 0.0096073215572687332 1.5200396704753982 0.016283242735810166 0.001385254378403645 0.0030464090999380291 0.0051775453720210862 0.011512191801221761
leaf_count=516 47 57 52 65 5 18 15 49 24 37 52 40 86 353 1563 2 52 31 34 59 4 71 28 59 72 174 194 155 95 25
internal_value=-1.10859e-06 -0.00220181 -0.0447487 -0.0838344 -0.00898281 0.0103543 -0.0114213 -0.0625594 0.0189892 -0.0108585 4.61757e-05 -0.000203131 0.000450631 0.000259639 -5.66902e-05 0.00120048 0.00144177 -0.0637472 0.00112752 0.00242758 0.0118383 0.00428135 0.0537791 -0.0124111 -0.00153836 -0.0347618 0.0131048 0.0457123 -0.0695178 0.0707617
internal_weight=43.3095 0.910976 0.031981 0.0187098 0.00336985 0.0132712 0.0103326 0.00385315 0.00647943 0.00451216 42.3985 26.2302 16.1683 15.6095 25.6467 4.78735 4.76963 0.0177201 4.75453 3.19597 0.648093 0.590516 0.0642808 0.0171056 1.55856 0.0385194 0.0222362 0.0159439 0.00629234 0.0128974
internal_count=4034 838 781 122 57 659 641 565 76 61 3196 2710 486 439 2658 1095 1024 71 1022 273 214 162 91 63 749 677 503 374 129 219
is_linear=0
shrinkage=0.1


Tree=417
num_leaves=31
num_cat=0
split_feature=6 20 15 12 9 7 16 16 6 7 17 21 13 20 21 20 20 18 9 9 22 22 6 23 21 6 15 21 19 6
split_gain=0.000404918 0.00633318 0.00788569 0.00533198 0.00548706 0.00188378 0.000438344 0.000516518 0.00194133 0.00109065 0.0183347 0.00806094 0.0161878 0.00557469 0.00236836 0.00192956 0.00410533 0.00242768 0.00111332 0.00178978 0.000772404 0.0114686 0.01057 0.00472788 0.00136663 0.0096284 0.00741485 0.00360218 0.00213255 0.00177098
threshold=16.635388683200002 38.748048509250005 42.841315546000011 79.133367176650012 228.88999534805001 19.174878202900004 22.714946882600003 22.674946976100003 16.545386580300001 22.545611589100002 188.10488866565001 5.3092490988000014 117.67112391160002 44.262924377150007 14.629285661800003 41.257403903850005 41.806790701050012 13.077716774800001 66.346857137250012 63.789425898000005 -0.16276499999999997 -0.50001499999999999 15.975373262050001 0.09117500000000002 15.285239689500001 13.78532209185 24.118672490250002 4.1284891430000012 12.651020723000002 13.315311110100001
decision_type=2 2 2 2 2 2 2 2 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 7 9 -9 10 11 -1 13 -13 18 -12 -17 -18 19 -15 21 24 23 -23 25 26 27 -11 29 -29
right_child=1 2 -4 4 -6 -7 -8 8 -10 20 15 12 -14 14 -16 16 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0036851978199899564 -0.00016714045381961945 0.036603504338678608 0.029889810881384149 0.0046690616384846423 0.049912654115745553 -0.10015597249963432 0.0027671292999361849 -0.0065018376074680549 0.00082695358732772146 0.08221178403611519 0.10001796219230569 -0.10007858402477768 0.069185534983915609 -0.08598524702735022 0.084782784475041353 0.099994637402464476 0.064458854680214353 -0.1000354106316001 -0.10004399858410105 0.080244455062588121 -4.2155316305127298e-05 -0.10015437713044617 0.087645270687158786 0.037940048001775195 0.0015051043575963795 -0.056941244085595491 -0.10005873700014943 -0.054429503057150976 -0.10007346762892058 0.08543940812941675
leaf_weight=0.53092367729328316 0.88521109331871795 0.004663994984184682 0.012551089709944563 0.0018419837271563813 0.0029935874626971773 0.024742402962802501 0.58331494797357564 0.55936848163037112 1.0214613395510239 0.01409743463216695 0.019535231465047431 0.024341916999003566 0.0098728432815704537 0.0012253488070422805 0.0023105642106012736 0.0054514788882329412 0.0014728704960305095 0.0022955298371596378 0.0018233048955096365 0.001374005804390066 39.005561771283148 0.0050450750794798216 0.02834012862012969 0.0048747023930957312 0.5055527800927706 0.026631995174852818 0.0036454874776765669 0.0014877860036024418 0.0018571556856414873 0.0023120222467696294
leaf_count=214 207 18 25 145 5 131 34 70 13 109 20 55 8 72 31 5 8 45 47 18 2439 74 37 38 10 43 28 49 32 4
internal_value=-5.88404e-07 -0.0020624 -0.0379162 -0.0627698 -0.0784395 -0.0928928 4.47711e-05 6.76348e-06 -0.0017663 7.64876e-05 0.00430582 0.00038801 -0.0423627 -0.0778025 0.00272972 0.0822218 0.0445151 -0.0357432 -0.0401379 0.00188294 1.2339e-05 0.00359169 0.0565484 -0.0322931 -5.5132e-05 -0.0158207 0.0309796 0.0551615 -0.0122493 0.0306748
internal_weight=43.2962 0.932004 0.0467931 0.034242 0.029578 0.0265844 42.3642 41.7809 1.58083 40.2 0.600627 0.571872 0.040948 0.0310751 0.00673322 0.0287551 0.00921988 0.0037684 0.00442266 0.00259935 39.5994 0.593845 0.0382599 0.00991978 0.555585 0.0500319 0.0233999 0.0197544 0.00565696 0.00379981
internal_count=4034 531 324 299 281 276 3503 3469 83 3386 523 445 231 223 168 78 58 53 137 90 2863 424 149 112 275 265 222 194 85 53
is_linear=0
shrinkage=0.1


Tree=418
num_leaves=31
num_cat=0
split_feature=21 12 21 17 14 2 15 15 22 23 2 19 13 20 20 7 6 17 20 21 7 14 9 6 21 5 22 6 16 20
split_gain=0.000381943 0.00769014 0.00112395 0.00288193 0.00105548 0.0190177 0.0120639 0.00983529 0.0129687 0.00749335 0.00992033 0.00540429 0.00473549 0.00267512 0.000974878 0.000840682 0.012463 0.0185166 0.0155422 0.00583289 0.00341356 0.00362555 0.00115907 0.0011924 0.000814521 0.00167071 0.00580264 0.000813533 0.00322513 0.00102137
threshold=4.5452899713000017 75.857705639900004 4.8542393434000006 191.86029796145002 274.43194657740008 201.70502722175004 26.583493790300004 45.169600924000008 -0.078504999999999991 0.08766000000000003 215.46241552700005 14.451165964200003 101.26615239960002 41.289992964000007 41.385032804600009 22.620600126450004 16.525386113000007 188.01568060980003 41.827117825850003 15.803805445550003 22.792619241600004 157.58516208295003 177.77223095870002 15.575363915900002 3.5208369948500002 16.351273197450002 -0.08786999999999999 16.535386346650004 22.594947163200004 39.577821550850011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 24 6 12 8 -7 -10 -11 -9 -6 -12 -8 16 17 19 -19 22 -17 -22 23 -4 -1 -26 -27 29 -29 -23
right_child=1 2 15 -5 5 7 14 11 9 10 13 -13 -14 -15 -16 20 -18 18 -20 -21 21 27 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.00028037058381138135 0.091086620470692353 0.0086504506259614169 0.013414934474943961 0.00019925442538092975 -0.10007188058264867 -0.00093563320695604307 -0.069376308064934375 -0.093414837015917199 0.095064650344156829 0.095400786808501947 0.0080343208405238078 0.0072916299106144849 0.09071255403951671 -0.10026783306867784 -0.10064305509265932 0.0076663059545615149 -0.00034070298404091583 0.10005674737078343 -0.086883326407707795 -0.011566137167697495 -0.10018019487268333 -0.0039685488179433664 -0.10055452819074129 -0.10005332711719934 0.0039638207447315549 -0.00049345585059855054 -0.011349233157715046 0.0028844938440983495 -0.007966437940919939 0.00022199615303841475
leaf_weight=9.8927778380758777 0.0093101444904374331 0.54767238938474827 0.0019055085038081057 1.532844357302215 0.0016568436199471117 0.51535830824083317 0.017960436183784623 0.016734006561385684 0.023163983783614839 0.0073236579222566425 0.0036895792368636382 0.007818400780330137 0.0060577256335818674 0.0059727652559544708 0.022420387932356789 0.59033123188635883 1.5415566784047809 0.013286800384506137 0.0066850568281249237 0.010751024367420925 0.0036142470271468543 0.59731103312638012 0.034754153236391971 0.0018019248476548455 0.52862063286710181 3.5254525904726535 0.57231719708538609 0.53442960533175099 0.56191414015047769 22.146611803215858
leaf_count=1110 14 38 172 36 95 235 26 34 91 23 25 32 7 42 17 88 239 12 52 34 6 226 30 33 64 94 49 33 35 1042
internal_value=-6.06412e-07 0.000217361 0.000187281 0.00242394 -0.000405461 -0.0044187 -0.0648456 0.000591565 0.00332909 0.0580704 0.00762097 -0.0613461 0.0497381 -0.0589125 -0.0867363 8.61329e-06 -0.00220418 -0.0437258 0.0374834 -0.0766828 0.000154484 -3.14951e-05 -0.0948846 -0.0417341 -0.000231833 -0.00132709 -0.00200963 -1.63123e-05 -0.00267698 0.000111942
internal_weight=43.2821 28.1348 28.1255 2.08052 15.1473 0.628156 0.0480954 0.580061 0.555508 0.04015 0.016986 0.0245524 0.00771457 0.00966234 0.0403808 26.045 1.61074 0.0691845 0.0199719 0.0492126 24.4342 23.8439 0.0384616 0.00370743 14.5192 4.62639 4.09777 23.8403 1.09634 22.7439
internal_count=4034 2090 2076 74 1944 627 145 482 416 181 90 66 102 67 43 2002 572 333 64 269 1430 1342 235 205 1317 207 143 1336 68 1268
is_linear=0
shrinkage=0.1


Tree=419
num_leaves=31
num_cat=0
split_feature=3 22 21 9 5 13 8 9 0 13 0 18 7 15 5 22 21 9 6 6 14 15 16 0 3 0 2 6 6 9
split_gain=0.000354155 0.00500063 0.0116346 0.00618241 0.0065608 0.00365635 0.00199158 0.00144372 0.00137522 0.000781077 0.00121277 0.000507422 0.000428472 0.000460372 0.00150771 0.00121732 0.00375277 0.0403933 0.00203073 0.0286892 0.0138516 0.00656827 0.00252162 0.00172254 0.00150735 0.00322847 0.00154785 0.00142805 0.0010631 0.00182958
threshold=93.870204082750021 -0.08786999999999999 5.1781607048500016 186.68586460755003 27.973578737350003 116.53390612245002 6.2451263653500009 72.82855515350002 85.791387400750025 116.19247193985002 76.451683855550016 12.909082926650003 22.575645983950004 37.050691080100002 21.043187000650004 -0.067109999999999989 10.558528947350002 196.14870163055002 16.475384944750001 16.285380505300001 319.46956167260004 40.309074029200012 22.634947069650003 86.329079026800017 92.598563387050021 87.638358136350021 154.31016903475003 15.710367070250003 16.425383776450001 195.70012057590003
decision_type=2 2 2 2 2 2 2 2 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 6 -5 9 7 -2 -1 10 -4 -10 -13 14 -14 24 17 -17 19 20 21 27 -22 -18 25 -15 -27 -19 29 -26
right_child=1 -3 5 4 -6 -7 -8 -9 11 -11 -12 12 13 15 -16 16 23 18 -20 -21 22 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=0.0050383132811329563 0.067431368300186673 -0.00053895321504668456 -0.10003858197154425 -0.10010254868079885 0.041332910067925374 -0.10015436544895853 0.0944148265522195 -0.10001684435402464 -0.0030257887647534678 0.086482707361541386 0.048009860052984882 0.0028331655035827019 -0.00014569625891496768 0.0090239006230255162 -0.0054032678313454142 0.074380430478528589 -0.0026748683804236986 -0.043851129312307231 -0.0023685329791758819 0.080125345384729832 0.011610143264839686 -0.09763273857128825 0.10004346658621749 0.0030429079730784378 2.2555435107533069e-05 0.0035636883448680445 -0.0039715133324712609 0.013842811458818534 0.00013485099055981118 -0.0054002605557400205
leaf_weight=0.54959821986099555 0.0010428500766798141 2.4500239944715592 0.001010785372457689 0.0066179370943331151 0.0065020599431591108 0.019840319142502949 0.0084498118521878496 0.0010170645448936977 0.54597901196797849 0.0010239212697342737 0.0012225462960770983 0.54311331425979759 23.369906263939949 0.55636034885537711 0.55847648837350305 0.082501783879706081 1.0516542154987294 0.0088529764507256914 0.53867561623337679 0.037984292233886663 0.0063611712771489692 0.022984310879110126 0.00653882425831398 1.055886249116156 1.5205579355533694 0.52681015436246503 0.56495714632001182 0.00832427415298298 8.1571347075453904 1.0530167983829413
leaf_count=36 33 338 36 49 16 123 16 244 45 7 30 232 2310 26 48 37 31 37 17 18 19 10 23 23 21 16 76 6 70 41
internal_value=-8.89418e-07 -0.001157 -0.0335629 0.0157709 -0.0300094 -0.0840333 0.0729215 -0.0152447 6.99185e-05 0.0141617 -0.0189955 2.01976e-06 4.36914e-05 4.97135e-06 -0.000268405 0.00043537 0.00231051 0.00858603 -3.39016e-05 0.013779 -0.0337152 -0.0626719 0.0564357 0.000189761 8.23359e-06 0.00282393 -0.000335555 -0.015892 -0.000424228 -0.00219627
internal_weight=43.2624 2.49675 0.0467273 0.0236297 0.01312 0.0230976 0.0105097 0.00205991 40.7657 0.00325725 0.00223333 40.2161 39.6701 39.127 23.9284 15.1986 2.81976 0.712223 0.629721 0.0910458 0.0530616 0.0401616 0.0129 2.10754 12.3788 1.64813 1.09177 0.0171773 10.7307 2.57357
internal_count=4034 892 554 358 65 196 293 277 3142 73 66 3106 3061 2829 2358 471 221 167 130 113 95 53 42 54 250 118 92 43 132 62
is_linear=0
shrinkage=0.1


Tree=420
num_leaves=31
num_cat=0
split_feature=7 16 7 0 16 16 20 22 21 16 13 5 5 21 8 15 19 21 17 0 9 21 8 8 8 23 9 6 8 4
split_gain=0.000333529 0.00525685 0.00612626 0.00241635 0.00248677 0.00180945 0.00147505 0.00114355 0.000969415 0.000776674 0.00044933 0.00155142 0.00300945 0.00111476 0.0148902 0.00119988 0.00111003 0.00225952 0.00386625 0.00197782 0.00293547 0.00108095 0.000912453 0.00260736 0.000887221 0.000772393 0.000644103 0.000531257 0.000448083 0.000401676
threshold=22.105125139000005 22.744946812400002 21.147833206800005 89.582113364650013 19.144955230800004 20.959950986500004 47.927946529500012 -0.53569499999999992 7.515317457250001 19.124955277500003 117.55283175385001 20.305669781650003 20.872540794500004 14.894616075700002 8.543332867800002 43.401366108000012 14.451165964200003 10.109275982950003 190.11254901275001 85.732241321850012 196.64273721640004 13.996357022800002 8.4434108459500017 8.3434888241000014 8.1436447804000007 0.088350000000000026 205.67007911670001 16.495385412050002 7.7439566930000003 250.05420802265002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 7 -1 -8 -10 13 -12 -13 15 22 29 17 18 -14 -18 -21 -19 23 24 28 26 -20 -23 -15 -2
right_child=10 -3 3 4 -6 -7 8 -9 9 -11 11 12 16 14 -16 -17 19 21 25 20 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.027609614157969538 0.00024090993546528689 -0.00053504512755619602 -0.1002492985970356 -0.10006567721376902 0.088549125573090207 0.085309337681516967 0.085154488626843508 -0.10000824327171438 0.051036047505724685 -0.041572438333571722 0.0058191698201019004 -0.0070068433455944606 -0.0093559120743936745 -0.027721225167179786 0.00074887756812304048 -0.0046836253186201002 -0.0012964797752368993 0.0035703010644461243 0.003904071727245446 0.0099477704154408465 0.001688052634839302 0.0016544645782644773 -0.068597551913043162 0.02634786523732079 -0.037651697622479594 -0.0024512557798726377 -0.00041697551646503679 -0.00097595655920450794 -0.083222530971711672 -0.00058013537848195982
leaf_weight=0.0010007469001607214 20.789435963987351 0.87770195842404064 0.013870282779797627 0.0012992915234342197 0.0015129953317227773 0.0025942029062662195 0.0016932821908994811 0.0023532957916571609 0.0014768245914175693 0.0023413148658164573 0.53517150599509378 0.53580862928629258 0.5873962132800713 0.0016992294864114363 0.50785795238482478 0.55609180316071061 1.0616456805061321 1.5649154999085793 0.52543906734598911 0.59557808130557566 1.5502772855476292 1.5379162407622291 0.024523231355487951 0.0046375549604817925 0.013426896208329708 1.0536921439452269 1.0043590953355304 1.5333335174836973 0.010105287656074324 8.3525184547117188
leaf_count=77 1220 57 50 68 4 18 15 488 24 37 14 14 56 126 12 88 98 27 49 35 48 21 13 12 20 32 12 23 30 1246
internal_value=-4.85998e-07 -0.00189913 -0.0444424 -0.0831123 0.00140808 0.0118519 -0.00964315 -0.0619309 0.0221772 -0.00575225 4.0129e-05 0.000555573 0.00031169 -0.000165732 -0.00457689 -8.22187e-05 0.000667704 2.424e-05 -0.00203285 0.0022339 0.00398052 0.00143118 -0.0543034 -0.0425675 -0.0552342 -0.00036784 0.00106717 0.000341216 -0.0752333 5.58611e-06
internal_weight=43.2517 0.905844 0.0281422 0.0166826 0.00281229 0.0114597 0.00886546 0.00335404 0.00551142 0.00381814 42.3458 12.0855 11.5504 30.2603 0.56225 29.698 11.0146 7.80705 3.17089 3.2075 2.14586 4.63617 0.0543922 0.029869 0.0252314 2.58349 1.5298 3.07125 0.0118045 29.142
internal_count=4034 838 781 122 72 659 641 565 76 61 3196 429 415 2767 213 2554 401 220 149 181 83 71 201 188 176 93 61 44 156 2466
is_linear=0
shrinkage=0.1


Tree=421
num_leaves=31
num_cat=0
split_feature=21 14 2 15 22 21 21 21 23 22 9 15 23 17 16 23 21 13 9 23 17 20 16 5 23 23 23 22 20 12
split_gain=0.000297467 0.000908629 0.0166701 0.0106667 0.00751513 0.00485202 0.00510624 0.00500723 0.00706171 0.00443306 0.00763405 0.00428483 0.00277888 0.00221642 0.0028996 0.00143482 0.0244699 0.010209 0.00427916 0.00318004 0.00266123 0.00109079 0.000998187 0.000964938 0.00286917 0.00084883 0.00236776 0.00103657 0.00467617 0.00111816
threshold=4.5452899713000017 274.43194657740008 201.70502722175004 26.583493790300004 -0.053159999999999992 4.1284891430000012 2.7200266080500004 2.3025239277000007 0.10828500000000003 -0.0068649999999999996 211.30488836970002 24.719476717350002 0.078410000000000021 204.42624920380004 22.654947022900004 -0.081689999999999999 2.6077339734000007 108.17011287860002 203.36975145060003 -0.41441 162.57770630285003 41.385032804600009 18.294957218400004 19.830540377400002 -0.14860999999999999 0.079605000000000023 -1.0000000180025095e-35 -0.097799999999999984 40.94178426300001 162.55248274650003
decision_type=2 2 2 2 2 2 2 2 2 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 11 5 6 7 8 12 -6 13 -3 -4 14 -11 16 17 -1 19 -19 -17 -5 -14 -21 -25 26 -22 -27 29 -29
right_child=-2 2 4 21 9 -7 -8 -9 -10 10 -12 -13 22 -15 -16 20 -18 18 -20 23 25 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=-0.10021534859950593 0.00019188739109241362 -0.070970671525964354 0.041286773325267784 -0.066111884493720088 0.083491350469548004 0.00018810719133596749 -0.098259509220246954 0.070454520363278997 0.083688401286662703 -0.10005780409791708 -0.10017322715392857 0.099466447787780743 -0.017169211785397369 0.099905441451959967 0.10002006055964999 -0.10006091188928282 -0.094343291887343195 -0.022036878522538873 -0.010606651198313 0.10010398673454302 -0.00072861163462178697 -0.10057916902822193 -0.10007164889080043 0.09761470420928052 -0.10006072457495765 0.00081002402009138169 0.0073707953731968357 -0.0008676696273719961 -0.0094313539455584076 0.0026384450653305289
leaf_weight=0.0047644484856491634 28.105145432132584 0.0020942856389770661 0.0019011071863711823 0.016867788559466135 0.016718319448713714 0.51199867714250402 0.01016281253613549 0.0054628368456848255 0.0037176846222095597 0.0015793080077017851 0.0044670901153267559 0.0049886169587125551 0.0016840818239861341 0.0053933015740454948 0.0013379989395616576 0.002664630738302586 0.023816445253689977 0.0028557562142381655 0.0072332698618993154 0.017608664231374863 1.0495181459499177 0.02015027501545319 0.010555798269706429 0.0027084758299338284 0.0010073544671556104 4.6351175049195144 0.55013008417875298 6.5476798033301264 0.61718128965021879 1.056355709310864
leaf_count=68 2090 97 47 26 52 21 65 43 7 43 37 5 74 22 3 105 51 44 6 11 39 17 68 15 111 311 165 238 97 56
internal_value=-5.98674e-07 -0.000357974 -0.00410989 -0.0633612 0.0004347 -0.00222378 -0.0391032 -0.0133247 -0.0389521 0.0495991 0.00525462 0.0490713 -0.0711945 0.0619238 -0.00829373 -0.000197991 -0.0156307 0.0361868 0.0568747 0.0770611 -0.000133955 -0.0848737 -0.0886651 0.0903322 0.0440253 -0.000115536 0.00205683 -0.000385832 -0.00106005 -0.000380599
internal_weight=43.2429 15.1377 0.61908 0.044101 0.574979 0.545483 0.0334843 0.0233215 0.0178587 0.029496 0.0127777 0.0070829 0.014141 0.00831061 0.00291731 14.5186 0.0599944 0.036178 0.0314135 0.0241803 14.4586 0.0370181 0.0122399 0.0213245 0.00371583 14.456 1.59965 12.8563 8.22122 7.60404
internal_count=4034 1944 627 145 482 325 304 239 196 157 105 102 189 68 46 1317 306 255 187 181 1011 43 142 137 126 906 204 702 391 294
is_linear=0
shrinkage=0.1


Tree=422
num_leaves=31
num_cat=0
split_feature=10 23 6 23 23 9 10 20 19 5 9 18 22 16 17 9 23 15 8 19 9 5 8 22 6 19 23 5 21 20
split_gain=0.000262873 0.00140537 0.00171089 0.00115489 0.00330773 0.00180491 0.00127961 0.00137029 0.00120687 0.00246432 0.00114501 0.000990078 0.000976767 0.0135751 0.0119484 0.00931988 0.00823525 0.00687426 0.00600482 0.0056382 0.00477241 0.00434884 0.00403626 0.00322946 0.00235938 0.00121703 0.00120734 0.00112918 0.000980783 0.00319204
threshold=62.041548276350007 0.41214500000000009 16.405383309150004 0.10301500000000002 0.09450500000000002 194.45262321395003 62.030794443850006 41.50623664750001 14.351157895250003 24.794052175750004 186.68586460755003 12.551858988050002 -0.14429 22.614947116400003 196.54125635090003 201.61239113610003 0.093905000000000016 33.005488016050009 8.3434888241000014 13.851117550450002 208.80656562110002 16.787983692950004 8.0437227585500022 -0.15447999999999998 13.245309474550002 12.451004585100002 0.087715000000000029 22.327062271350005 14.894616075700002 32.724174661450007
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 7 8 -4 -10 -5 -2 13 14 16 -16 19 20 22 21 -17 24 -18 27 26 -22 -13 -23 29 -14
right_child=11 -3 3 5 -6 -7 -8 -9 9 -11 -12 12 28 -15 15 17 18 -19 -20 -21 25 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0052052628957050817 0.069628339914463003 0.0053960471612749337 0.00010226967380831194 -0.00043257496159280036 0.0083378247074445393 0.00076261786817447192 0.0052653836360281809 -0.0015704210441579479 0.0086999216915299073 -0.00080660445532941972 -0.0053210816791420265 -0.083393869385745431 -0.051569772004519981 -0.091062796090123785 -0.096453798019547288 0.038000261607303923 -0.022775282147208902 0.059846810801495065 -0.051939392580652236 0.10010722133002772 -0.015308439706059378 -0.1001555790088865 0.078974931489938269 0.10002252903115111 0.09706012769792477 -0.1000957296246705 0.05987938223248928 0.017700531645344294 -0.0042907921062463215 -3.1121149091838792e-05
leaf_weight=0.56723834499595227 0.0020325730864695348 0.53464328678092066 2.0240373662140185 0.86933831011810969 0.60275103496044824 3.1071029624967537 0.53278275960133203 2.5680638511406952 0.57917148099113525 0.5152772228611866 1.067460726509452 0.0013233533986033996 0.012022053478680017 0.017357769007503521 0.016310608909531565 0.0048339163645039216 0.0067347535567359165 0.011041132690479571 0.015009624495178286 0.019444684265181422 0.002137095519785249 0.0042414659516020192 0.0092576265872139629 0.0012722815699817156 0.0063222880999092013 0.0081454945599759299 0.0010587168969422578 0.0010056955385713273 0.55615295815266108 29.562741558627081
leaf_count=104 18 18 237 22 60 50 22 337 56 23 28 229 92 11 225 18 38 21 25 11 35 132 31 3 6 66 26 46 124 1920
internal_value=-8.50124e-07 0.000375843 0.000159968 0.000416447 0.00126473 -0.000730896 0.00057924 0.000140187 0.00154887 0.00422416 -0.00312686 -0.00016229 -0.000166978 -0.00897092 0.00420597 -0.0371289 0.0309367 -0.000136792 -0.00651107 0.064424 -0.043949 0.0188474 0.0361256 -0.0429098 0.0651028 -0.0824739 -0.0197157 -0.0775667 -0.000130309 -5.20715e-05
internal_weight=43.2263 12.9679 12.4332 11.866 6.82208 5.0439 6.21933 5.68655 3.11849 1.09445 1.9368 30.2584 30.2564 0.125497 0.108139 0.0424682 0.0656705 0.0261576 0.031002 0.0346685 0.0151165 0.0152238 0.0159924 0.00651944 0.00870436 0.0102826 0.00238207 0.00524716 30.1309 29.5748
internal_count=4034 957 939 835 735 100 675 653 316 79 50 3077 3059 923 912 365 547 140 94 453 119 442 69 181 261 101 255 178 2136 2012
is_linear=0
shrinkage=0.1


Tree=423
num_leaves=31
num_cat=0
split_feature=6 21 21 22 22 22 18 6 17 7 6 22 23 22 22 7 0 0 3 7 9 4 0 16 21 2 5 21 20 2
split_gain=0.000312368 0.00191994 0.00176827 0.010184 0.00475982 0.00553364 0.00089858 0.00166087 0.000868399 0.00265918 0.00277755 0.00262634 0.00115508 0.000779764 0.00149355 0.000689194 0.00356516 0.026536 0.0155534 0.00526605 0.0036499 0.00217561 0.00163581 0.00128869 0.00170559 0.00116485 0.00108839 0.000867433 0.00170853 0.00152117
threshold=16.485385178400005 15.039695091900002 15.475979305150002 0.051245000000000013 -0.073609999999999995 -0.087234999999999993 13.777522434500002 16.495385412050002 188.10488866565001 23.150522195450005 16.495385412050002 -0.092479999999999993 0.10335500000000002 -0.095204999999999998 -0.095854999999999996 23.109894804950002 85.963448721100022 85.812895065800021 93.910530954700008 22.233191240750003 195.41812862360004 180.08554717660002 85.667718326750006 22.654947022900004 12.706368345750002 41.467794892200004 21.454033346250004 13.279159471700002 40.844669808050007 202.77941723725004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 15 4 5 13 8 -8 12 10 -10 -12 -2 14 -4 16 17 18 -1 22 21 -18 -20 25 -25 -17 -23 29 -29 -27
right_child=1 -3 3 -5 -6 -7 7 -9 9 -11 11 -13 -14 -15 -16 23 20 -19 19 -21 -22 26 -24 24 -26 27 -28 28 -30 -31
leaf_value=0.061577793570444822 -0.00040066494294119264 -0.0061637282475373416 0.015133132890487878 0.0012617684940763 0.0049020782087596491 0.095711302777323745 0.0012133985877871498 -0.006694128673291457 -0.0017028252874535861 -0.00027543850623140865 0.0019862673872831369 0.011584809521308975 -0.0053373711608861382 0.042670251144120541 -0.10016552760706976 0.032622546019099231 0.0065081629246830476 -0.10101912897023252 -0.026479299340375285 -0.10026098977220099 -0.0080272505658745812 -0.0044912692299658909 0.10006417051005796 0.0074158041946317359 -0.00060226801712529227 5.3562294218479908e-05 0.0010631483354892669 -7.0520335003515131e-05 0.0068818196851610754 -0.0049627295198678631
leaf_weight=0.03220621674382651 3.9489445136038253 0.55451385707282774 0.0061139154226054204 0.50479990722380608 0.0185485766039446 0.023893786168443398 0.50639475785919852 0.55863193529068411 0.53151924868615186 5.5544341947235978 0.54076335715438939 0.60285813968306468 0.53859651818183341 0.0058495026344604906 0.0013764255418209359 0.010998736368501905 0.54479319497052436 0.027494158479271391 0.0021600957778933347 0.010519538227470093 0.55827226269047958 0.5344264762537575 0.0019380629528313875 0.56293775183803407 0.50176752952393144 23.318149644597945 1.037948917689907 1.0104629571019548 0.54365563573378262 0.6206113502538767
leaf_count=34 525 54 116 25 20 18 6 82 16 79 34 64 51 17 2 2 65 16 137 37 32 174 1 60 5 1509 58 39 98 658
internal_value=-7.43199e-07 -0.000403156 0.000178876 0.00574229 0.0462887 0.0669061 -0.000153251 -0.00293429 9.95309e-05 0.000777792 0.0042701 0.00704612 -0.00099317 0.0153114 -0.00605416 7.25011e-05 -0.00143458 -0.023039 0.0227495 -0.0627983 -0.00083446 0.00106219 0.0333645 0.000228479 0.0036371 8.61805e-05 -0.000824714 7.21429e-05 0.00236152 -7.64849e-05
internal_weight=43.2156 13.3367 29.8789 0.560582 0.0557822 0.0372336 12.7821 1.06503 11.7171 7.22957 1.67514 1.14362 4.48754 0.0133398 0.00749034 29.3183 2.74976 0.0743181 0.0468239 0.0146177 2.67544 2.11717 0.00409816 26.5686 1.06471 25.5039 1.57238 25.4929 1.55412 23.9388
internal_count=4034 911 3123 198 173 153 857 88 769 193 114 98 576 135 118 2925 554 225 209 175 329 297 138 2371 65 2306 232 2304 137 2167
is_linear=0
shrinkage=0.1


Tree=424
num_leaves=31
num_cat=0
split_feature=19 22 6 15 4 23 15 6 3 8 8 20 13 10 22 16 17 17 21 23 10 15 15 2 18 18 23 15 7 0
split_gain=0.000269504 0.00145761 0.000345706 0.00584884 0.0031477 0.00243318 0.00394961 0.00147635 0.00105121 0.000787605 0.000422541 0.00135056 0.000625396 0.000853559 0.000589584 0.00186425 0.00160454 0.0282792 0.00211653 0.00230678 0.00191019 0.00722715 0.0017919 0.0013558 0.00112505 0.00106395 0.00166008 0.000775956 0.00577352 0.00376542
threshold=14.651182102100002 -0.086139999999999994 16.635388683200002 43.030193406950012 127.35214607660002 0.093580000000000024 32.167495462450006 18.080422446150003 108.25345508065001 9.5425530862500008 8.7431769115000026 39.952536079750011 117.69263157665002 61.93400995115001 -0.097799999999999984 22.614947116400003 188.41589330430003 185.45496942040003 3.3335862513000003 0.082935000000000023 73.037342029850024 28.862433654350003 27.437241680050004 41.467794892200004 12.766412759450001 13.276755824150003 0.093905000000000016 39.15620581320001 22.181995028450004 86.382848189450016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 4 -4 6 8 -8 -6 -7 12 -12 13 -1 15 16 17 20 -19 -20 21 22 -15 -16 -25 -18 -27 28 -26 -29
right_child=1 -3 3 -5 5 9 7 -9 -10 -11 11 -13 -14 14 23 -17 25 18 19 -21 -22 -23 -24 24 27 26 -28 29 -30 -31
leaf_value=-0.0040316536417955287 -0.00224976792147662 0.0051326084362760668 0.034088543671333876 -0.00024561015167426392 -0.10016890928736583 -0.087583798499830723 0.057747869364061871 -0.020018009390637873 -0.0025830602372224573 -0.040958625034925131 0.0055866989326421868 0.00015105105622079736 0.0022659451234851163 0.012102364918514276 0.035783477903012041 -0.0050121939534561143 0.004979544136162339 0.098562764121199686 0.09316803139492591 0.0084184176432913049 -0.0014386850473208648 0.070553032570134705 -0.086977125234451669 -0.10009003938736337 0.073989515114235654 0.00080967734414377811 -0.0048792918610982595 -0.00019788762873403532 -0.00061709340899617469 0.0078007804570490924
leaf_weight=0.5605342806503576 0.5174512349598217 0.55358291232087597 0.0051018125273037942 0.86889450771423071 0.0054657387114511726 0.01345091730647141 0.0048483386767941283 0.0049171020252742892 0.0013832137784337561 0.0049585816420290021 0.55647720806757961 2.5596173648616194 1.0949419941841245 0.002946106612272791 0.01040377275057025 0.53757913825302228 0.52489628934790644 0.030209496511759859 0.0063213316147819887 0.0065286886047104531 0.50534550460949401 0.014370599536903228 0.0047982645955926273 0.0011302542456189659 0.010377287414530367 5.6157450554900015 0.56449558861631111 5.204988875808481 22.751170720578678 0.66357545957271202
leaf_count=143 22 55 21 32 156 51 23 20 167 25 38 62 39 198 4 34 18 23 28 26 250 14 7 9 79 565 178 189 1428 130
internal_value=-5.5626e-07 0.00156594 -4.03748e-05 -0.00196937 -0.0392961 -0.0499858 -0.0222409 0.0185911 -0.0804605 -0.0750254 2.15835e-06 0.00112176 -8.93857e-05 -0.000159058 -9.95126e-05 0.000670466 0.00109034 0.0061814 0.0841031 0.0501094 -0.000179782 0.0285872 -0.0492854 -0.000309557 -0.000322672 0.00065716 0.000290054 -0.000318734 -0.000583079 0.000706545
internal_weight=43.2065 1.07103 42.1355 0.90902 0.0401257 0.0350239 0.0166144 0.00976544 0.00684895 0.0184095 41.2265 3.11609 38.1104 37.0154 36.4549 7.81324 7.27566 0.57052 0.0430595 0.01285 0.52746 0.022115 0.00774437 28.6416 28.6312 6.70514 6.18024 28.6301 22.7615 5.86856
internal_count=4034 77 3957 495 463 442 366 43 323 76 3462 100 3362 3323 3180 1341 1307 546 77 54 469 219 205 1839 1835 761 743 1826 1507 319
is_linear=0
shrinkage=0.1


Tree=425
num_leaves=31
num_cat=0
split_feature=12 17 0 2 8 20 18 20 9 2 6 23 17 22 18 18 19 10 3 10 5 16 9 0 4 23 20 22 20 2
split_gain=0.00029364 0.00173452 0.000445868 0.000337472 0.00031293 0.00202054 0.000559913 0.000945065 0.000355463 0.00655953 0.0138264 0.00407837 0.00147236 0.00183682 0.00138838 0.00249447 0.000877292 0.018169 0.0135117 0.0056708 0.00441442 0.00163125 0.025605 0.0164765 0.00565963 0.00613111 0.00146356 0.00228669 0.00128129 0.023698
threshold=82.696898122450008 183.19621122360005 96.959242474650011 62.922191810850009 8.7431769115000026 40.00488309970001 14.164583421250002 41.646178195200001 207.04102956050002 91.751571794600025 13.245309474550002 0.089165000000000022 196.31479727660005 0.070580000000000018 16.345897915850003 16.408483343700002 13.051052998800001 71.015621515800021 84.995603794150014 70.077349628250019 19.234448447350001 18.684956306450005 190.73543849905005 94.047642319350018 157.07313959035005 -0.54466499999999995 47.927946529500012 -0.056724999999999998 36.79544512155001 71.99970061785001
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -6 7 -7 16 10 14 -12 13 -11 -10 -16 17 18 -5 20 -20 22 -18 -24 -23 -26 27 -22 -27 -30
right_child=3 -3 -4 4 5 6 -8 -9 9 12 11 -13 -14 -15 15 -17 21 -19 19 -21 26 24 23 -25 25 28 -28 -29 29 -31
leaf_value=0.0030589665498797409 0.0018289262230968481 -0.0059397878040801004 -0.0010738267028373052 0.097807767815886043 0.0063315472872799887 0.00042485675477549925 0.0024478841074309209 -0.004792286726075996 0.099117541450797986 -0.0078377321238161657 -0.027779135061645144 -0.10026642848185355 0.00025977487878045774 0.00047379755362712481 0.10002305184737513 -0.10006197598010183 0.00088429574283761304 0.00068547840905453265 0.097491745395978074 -0.10028913124036774 -0.10019063382545429 0.052854514787991219 0.086392461921117825 -0.1002958381646189 0.084823848564167845 0.0045517462049952393 0.065043122571199694 0.064283272226437163 -0.1004732638501154 -0.00012262884846339457
leaf_weight=0.534813418864444 1.0406219295655379 0.5396846594718453 0.50996518534125812 0.033401235585057809 0.56968551626539765 1.021824393913221 0.51889520121039812 0.52591914358369596 0.0059562390054875847 0.55566030908856567 0.01308712087643471 0.019074908334005158 4.6608921150539935 0.50987553380446116 0.0013938418123871088 0.001126795989264906 0.50522727409665691 4.6262981999043742 0.0048584316350570589 0.0051794360554266996 0.0033488478995113971 0.020210619841239175 0.0053703841113019726 0.039490786938358724 0.0085018185372928157 0.57689182504864334 0.0012156871249762169 0.001130714767497488 0.023553715604068937 26.31808569701094
leaf_count=58 37 62 11 44 77 43 19 82 4 132 14 26 447 17 2 61 149 1096 17 18 219 10 18 136 32 115 11 127 31 919
internal_value=-1.15636e-07 -0.00133626 0.00104172 5.07549e-05 5.15164e-06 0.00105866 -0.000394859 -0.00134791 -6.80532e-05 -0.000791016 -0.0408251 -0.0707705 -0.000506905 -0.00386054 0.0727903 0.0105794 6.15402e-05 0.00132792 0.0618173 -0.0145902 0.0274683 -0.000153784 -0.00554462 -0.0779472 -4.37384e-05 -8.34423e-05 -0.0322664 -0.0586747 -0.000110259 -0.000212359
internal_weight=43.2012 1.58446 1.04478 41.6168 40.5762 2.63632 2.06664 1.54774 37.9398 5.76707 0.0406389 0.032162 5.72643 1.06554 0.00847688 0.00252064 32.1728 4.67543 0.0491344 0.0157331 0.0105537 27.4973 0.550088 0.0448612 26.9472 26.927 0.00569525 0.00447956 26.9185 26.3416
internal_count=4034 131 69 3903 3866 221 144 125 3645 703 107 40 596 149 67 63 2942 1532 436 392 374 1410 303 154 1107 1097 357 346 1065 950
is_linear=0
shrinkage=0.1


Tree=426
num_leaves=31
num_cat=0
split_feature=21 14 23 20 20 5 23 9 19 17 19 4 23 21 13 9 23 6 22 5 23 13 23 21 6 19 23 23 22 20
split_gain=0.000291417 0.000761742 0.0152285 0.0112403 0.00969198 0.00851959 0.00713495 0.00671916 0.00366426 0.00537959 0.00315577 0.00303865 0.00127914 0.0216115 0.00888277 0.0040859 0.00264398 0.00273696 0.00115456 0.000947868 0.00195636 0.000774792 0.0018283 0.000736608 0.00401159 0.000920996 0.000647224 0.00201761 0.0010072 0.00437551
threshold=4.5452899713000017 274.43194657740008 0.087905000000000025 41.257403903850005 40.720231579350006 22.938948824900006 0.076835000000000028 193.67618212375001 14.451165964200003 230.44158352980003 14.151141757350002 312.59262463035003 -0.081689999999999999 2.6077339734000007 108.17011287860002 203.36975145060003 -0.41441 14.865347326450001 -0.60024999999999995 19.830540377400002 -0.22900999999999999 108.49810477050001 0.087715000000000029 5.0168062700000009 16.285380505300001 13.051052998800001 0.079605000000000023 1.0000000180025095e-35 -0.097799999999999984 40.94178426300001
decision_type=2 2 2 2 2 2 2 2 2 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 5 4 8 6 -3 -8 9 -4 11 -5 13 14 -1 16 17 -16 -14 -18 -21 22 -9 24 25 -2 27 -20 -28 -30
right_child=23 2 3 10 -6 -7 7 21 -10 -11 -12 -13 18 -15 15 -17 19 -19 26 20 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.10019479688151567 0.001499215041872426 -0.10017801635940815 -0.08500839382490584 -0.10011803681628917 0.092779657256579481 -0.0013815469553411259 -0.08453939838717317 -0.047788903239224773 0.056573664866946753 0.061779829331207958 -0.099432951511224069 0.039558370301815582 -0.031739525160112719 -0.092739084330565824 0.10003952987894016 -0.010319405354576429 0.10009417192378237 -0.10012059437691848 -0.00079123833014803845 0.096786189206883727 -0.063799450636091812 0.092845623664568444 0.10007057504564383 9.6839102741542933e-06 0.0092682396676982207 -0.0023936804540518153 0.00082028229074364821 0.0067113502668732896 -0.00036830365761159696 -0.0091272749654307712
leaf_weight=0.0042259723948222519 1.5235294942577402 0.0027351484003139406 0.013543933420200327 0.0027774159435693937 0.0077991271004975707 0.51598163245370454 0.0025674918502781854 0.0013763611313493121 0.003358995641974615 0.0030609612973133684 0.030405685857559206 0.0035461144110655596 0.011561305207810402 0.021831674456108452 0.0011944902362301902 0.0072101116529665879 0.01571605644130614 0.0015958190410216844 1.0475301354999764 0.0022076725526858319 0.001155823058798691 0.02087201108906811 0.0021311866585165262 24.980659021810396 0.56445604399320348 1.0110292697190741 4.617444671298137 0.54488569022276667 7.6010242665348837 0.61658969266411734
leaf_count=68 55 69 101 28 20 73 86 61 17 14 65 24 38 51 1 6 11 43 40 12 114 68 1 1967 44 24 291 166 325 151
internal_value=-4.42308e-07 -0.000354636 -0.00381586 -0.0497692 -0.00175094 0.00161539 0.0537128 0.0693328 -0.0386804 -0.0579493 -0.0860655 -0.0217902 -0.00020893 -0.0154112 0.0352764 0.0549634 0.076486 -0.014435 -0.000150878 0.0897829 0.0416029 0.0855376 0.0420505 0.000190082 0.00164424 -5.36514e-05 -0.000125565 0.00177596 -0.000361483 -0.00102551
internal_weight=43.184 15.1043 0.610156 0.0644922 0.027763 0.545664 0.0296822 0.0269471 0.0199639 0.0166049 0.0367292 0.00632353 14.4942 0.0551376 0.0333059 0.02908 0.0218699 0.00279031 14.439 0.0190796 0.0033635 0.0243796 0.00350755 28.0797 3.09901 2.53456 14.4275 1.59242 12.8351 8.21761
internal_count=4034 1944 627 269 152 358 285 216 132 115 117 52 1317 306 255 187 181 44 1011 137 126 130 62 2090 123 79 973 206 767 476
is_linear=0
shrinkage=0.1


Tree=427
num_leaves=31
num_cat=0
split_feature=6 21 21 9 9 20 15 23 23 16 8 7 17 23 13 3 16 22 2 21 20 2 17 20 21 22 8 22 17 22
split_gain=0.000280571 0.00150884 0.00146935 0.000808492 0.00334547 0.000941144 0.0018899 0.00135979 0.00110888 0.00228102 0.00412068 0.000573776 0.00227081 0.00125235 0.014959 0.0105591 0.00111711 0.00156817 0.000802716 0.000721083 0.00143121 0.00142745 0.0328575 0.00490326 0.0118162 0.00705624 0.00715328 0.00439905 0.00321591 0.00436407
threshold=16.485385178400005 15.039695091900002 15.475979305150002 190.49354742400001 185.44496129890004 40.636252116050009 36.346245650200011 0.088655000000000025 0.10828500000000003 22.594947163200004 8.7431769115000026 23.109894804950002 190.79440939600002 0.10469000000000002 117.48293184245001 93.499196860750018 22.654947022900004 -0.079634999999999997 41.467794892200004 13.279159471700002 40.844669808050007 202.77941723725004 200.26331585350002 42.660927378600007 8.0341677368500015 -0.071864999999999998 8.3434888241000014 -0.14429 241.79519611995002 -0.097799999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 4 -2 7 -7 -5 9 -8 -11 12 13 14 -1 -16 18 -18 -13 21 -21 -20 27 24 25 28 -27 -23 29 -24
right_child=1 -3 -4 5 -6 6 8 -9 -10 10 -12 16 -14 -15 15 -17 17 -19 19 20 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00032995608489869198 -0.00053497673038516939 -0.0054791690022510404 0.0052549685607874109 0.0052736747267515347 0.0082675055579359089 -0.0070505460957969723 -0.00024707800319822307 -8.6499868955678137e-05 0.0014861294883690673 -0.011428004498172809 0.000946257336183461 0.02763564730268557 -0.0067908133076415847 -0.0022987313446529963 0.10007927901018926 0.016916229459381663 -0.00055118940646504836 0.0071378052247304605 6.1714308351223799e-05 -6.2356505449900126e-05 0.0063099072189558908 0.022351303489175023 0.039979587184475862 -0.0016762130332125928 0.082900045194678251 0.090232535929584023 -0.045558948604536832 -0.10061202853293122 0.069288097960659531 -0.10014634721948149
leaf_weight=1.0514518424495918 1.8937533125189046 0.5564970293671373 0.55760829913075838 0.54514428012043747 0.55927637063970781 0.52795904498846358 3.0290310237105587 3.5899379606212278 1.5483322725352762 0.57134939384440364 0.50872402397833127 0.010569416917863061 0.59158948016137181 1.0359799321043519 0.025063013366889098 0.039063750341512105 0.51702311384724453 0.54469259209144982 23.296458509488108 1.0104525181255124 0.541272630889304 0.0031509498338916911 0.0027569353371391095 0.52073607219674156 0.023798732769734099 0.0098006493618481572 0.0064209415452296517 0.037956630496034316 0.0017885035808262719 0.011466753102299167
leaf_count=351 463 54 198 47 40 72 30 96 24 50 35 2 118 33 16 36 19 46 1509 39 98 85 76 97 24 57 14 196 45 64
internal_value=-5.55116e-07 -0.000381983 0.00016984 -0.000159916 0.00147194 -0.000547785 -0.00132858 0.000620153 -0.000794597 -0.00165399 -0.00559962 7.30037e-05 -0.00130385 0.000204841 0.00252978 0.0494193 0.000215322 0.0033935 8.28748e-05 7.14393e-05 0.00216042 -6.41077e-05 -0.00480811 0.00134828 0.0294563 -0.0100021 0.0364826 -0.0911867 -0.0570946 -0.0729862
internal_weight=43.1691 13.33 29.8391 12.7735 2.45303 10.3205 6.1854 4.13508 5.65744 4.1091 1.08007 29.2815 2.74315 2.15156 1.11558 0.0641268 26.5383 1.06172 25.4766 25.4661 1.55173 23.9143 0.617876 0.576769 0.0560325 0.0322338 0.0162216 0.0411076 0.0160122 0.0142237
internal_count=4034 911 3123 857 503 354 211 143 139 115 85 2925 554 436 403 52 2371 65 2306 2304 137 2167 658 377 280 256 71 281 185 140
is_linear=0
shrinkage=0.1


Tree=428
num_leaves=31
num_cat=0
split_feature=19 20 4 22 22 23 23 13 22 0 21 23 20 20 22 22 18 18 20 17 4 20 8 21 16 23 18 20 23 15
split_gain=0.000414825 0.00117819 0.000313485 0.00114092 0.0182901 0.007592 0.0071378 0.00988241 0.00516028 0.00512861 0.00421786 0.00310506 0.00280152 0.00173352 0.0139556 0.0231612 0.0013575 0.00135021 0.00123082 0.00143265 0.00117037 0.00111058 0.0195142 0.00151805 0.013295 0.00672228 0.00133526 0.000905255 0.00274312 0.00180559
threshold=14.651182102100002 42.779078631750004 244.52697497700004 -0.101395 -0.11103999999999999 0.085820000000000021 0.084360000000000018 109.96062599345002 -0.58287999999999995 85.791387400750025 7.2055597121000003 -0.081689999999999999 32.724174661450007 42.899217095850013 0.066710000000000019 -0.095854999999999996 11.862896247150001 12.348791801350002 40.316494640950005 191.58460912770002 235.48598737865004 43.752965619700007 8.543332867800002 0.17201659740000003 19.254954973500002 0.10010000000000002 16.587089536200001 41.289992964000007 0.096515000000000031 28.504445985850001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 7 8 -1 11 -7 -9 -5 16 15 -15 -14 -18 -8 -20 27 23 -23 24 25 -4 -27 -19 29 -29
right_child=1 -3 21 12 5 10 18 9 -10 -11 -12 -13 13 14 -16 -17 17 20 19 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.099184169850012577 0.0051082515278617555 -0.0015254451277527388 -0.10018122266309477 -0.053462356431381079 -0.012750489166205997 0.093744177160501582 -0.0039812152617362912 0.056309131821120795 -0.082569892447403592 0.1000743420001171 0.033874146241326002 -0.094912168451199819 -0.10007497528545116 0.043672134428204529 -0.0004584759752221956 -0.10037224897927242 0.078885733340433764 -0.00040188731238568099 0.0056266239697481575 -0.00025040645775841738 0.0033520286026714093 4.3557701086130749e-05 0.093087630372924474 -0.00056739993595939496 0.074084273585888288 -0.0092164169890187383 0.097703734270568915 0.0055354637216999108 0.0076147894716562196 -0.00071651177266770594
leaf_weight=0.0019915156141940837 0.56078771090119406 0.51233490275359372 0.0096692014827518546 0.0098198531060152972 0.013226457880110565 0.032773716360679828 0.54787116667469238 0.0031786657610126659 0.0072443067495423508 0.020514320814982057 0.018358828823693329 0.0023703738714857536 0.0013525773622785611 0.016293630601794007 0.50036916238330864 0.03544782512921596 0.0021755550178167429 16.331346347370765 0.56879285349984376 1.5319403276695878 1.0538801099357886 0.52208541219715954 0.023558119738027017 16.596470144808123 0.01962340082513947 0.0022675410893953094 0.0024087584316010435 0.54333062231207607 0.58216492109721674 3.0836953589332552
leaf_count=16 65 12 193 40 18 30 129 168 296 14 37 17 45 24 48 177 15 481 85 45 50 499 6 1256 31 14 28 41 37 117
internal_value=-3.49222e-07 0.00194116 -4.98566e-05 0.000176785 0.0020986 0.0547801 0.000835319 0.0455062 -0.0433784 0.0770034 0.0722482 -0.00828782 -6.1558e-05 -3.78836e-05 -0.005571 -0.055012 0.00010356 0.000109834 0.000239969 0.00134085 0.000101898 -0.000378524 0.00406073 -0.000524176 0.0205941 -0.0525758 0.0458581 -6.48578e-05 0.00124279 0.000220038
internal_weight=43.1573 1.07312 42.0842 24.9081 2.74826 0.064359 2.6839 0.0352992 0.00923582 0.0260634 0.0511325 0.00554904 22.1599 22.1501 0.552111 0.0517415 21.5979 21.5966 2.6486 2.10073 21.5944 17.1761 0.545644 16.6304 0.0339689 0.0143455 0.0046763 20.5405 4.20919 3.62703
internal_count=4034 77 3957 1930 855 85 770 511 312 199 67 185 1075 1035 249 201 786 741 259 130 726 2027 505 1522 266 235 42 676 195 158
is_linear=0
shrinkage=0.1


Tree=429
num_leaves=31
num_cat=0
split_feature=19 14 18 21 22 20 8 23 18 16 5 16 8 21 13 6 15 15 7 16 17 20 23 23 23 17 21 23 19 21
split_gain=0.000364935 0.00176145 0.00162471 0.0126895 0.00827805 0.00673809 0.0041863 0.00202409 0.00094874 0.00277255 0.00160581 0.000949734 0.0023591 0.00133609 0.00180794 0.000946385 0.00110342 0.00411351 0.00606319 0.000882846 0.00251656 0.00166799 0.00605778 0.00105292 0.00192231 0.000853639 0.000845045 0.0140281 0.00902604 0.00701843
threshold=14.351157895250003 148.67011998770002 12.885811969150001 5.3866163921000005 -0.056724999999999998 43.426640904350009 8.6432548896500023 0.049900000000000007 13.843998451900001 22.604947139800004 20.482113285800001 22.554947256700004 8.543332867800002 4.797392351550001 117.74908919740001 16.265380038000004 40.682889193900003 37.408632939650005 23.729953793150003 22.594947163200004 162.57770630285003 41.50623664750001 0.41214500000000009 0.12746000000000005 0.11379500000000002 201.25367619745001 11.507908610950002 0.090735000000000024 13.251069136700002 14.824703203750003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -7 10 -10 -3 12 -12 14 -13 -15 17 -17 -19 20 -4 -21 -23 24 26 -11 -22 28 29 -28
right_child=1 8 19 5 -6 7 -8 -9 9 25 11 13 -14 15 -16 16 -18 18 -20 21 23 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.055309053137745937 -0.029980835716602774 0.0059767981424673393 -0.10005206849241816 -0.10053287834328294 0.08307145732161636 -0.027018860214218295 -0.10015959476654401 0.093468762345161438 -0.0073427330947613252 -0.0016738356785917308 0.0078622742055212396 -0.006661267390322953 -0.0014642442548172306 -0.0021495055358075163 0.000382393117525269 0.00027065198067688384 -0.00012915574327674518 0.013977997681733821 -0.00085150422165868088 -0.0003006713328922246 -1.207338346657394e-05 -0.01222776577364728 0.00064727193487048272 -0.0042900279919777587 0.0060181563567959073 0.0040535340223266008 0.091349964330550704 -0.00051452771081085568 -0.063306792049086194 -0.055184521394337174
leaf_weight=0.0026405660711379389 0.019036466276701414 0.56229251898184784 0.0025072342408368744 0.017709738351808113 0.013694678186886189 0.0032608165933236668 0.0050336128987282791 0.0024357475166851827 0.58211222160740561 0.50567655533086486 0.55779334029989402 0.62346826914807241 0.52787349039499532 1.0548254905361307 0.87699611734342398 3.0293426084995172 4.1126538422306567 0.61895703243095546 0.49716201696892881 5.0795028107531826 20.672300516350486 0.57322612350338142 1.0081521760730539 0.52407635023852606 0.56205500011618781 0.53615050763528416 0.033213935541924977 0.53295880613941859 0.0052427922652782391 0.0036253606599042634
leaf_count=191 39 54 190 88 79 108 15 18 124 9 79 76 22 24 58 39 127 57 3 70 1910 69 7 68 52 49 150 98 23 138
internal_value=8.39606e-08 0.000417406 -0.000202593 -0.0192368 0.0364792 -0.0701028 -0.0466652 0.0244995 0.00045849 -0.00181498 0.000754763 0.000507995 0.00332753 0.000224914 -0.00254437 0.000671089 0.00103137 0.00218271 0.00737237 -0.000173201 0.00012812 -0.00118363 -0.00401974 0.000139367 0.000245805 0.00127361 9.31089e-05 0.00387434 0.0594582 0.0769295
internal_weight=43.146 14.1043 29.0416 0.0447752 0.0213689 0.0234063 0.00767418 0.00569656 14.0853 1.62394 12.4614 11.8991 1.08567 10.8134 1.50046 9.31294 8.25812 4.14546 1.11612 28.9969 22.336 6.66088 1.58138 22.3335 21.8094 1.04183 21.2473 0.575041 0.0420821 0.0368393
internal_count=4034 760 3274 499 285 214 206 126 721 182 539 485 101 384 134 250 226 99 60 2775 2629 146 76 2439 2371 58 2319 409 311 288
is_linear=0
shrinkage=0.1


Tree=430
num_leaves=31
num_cat=0
split_feature=19 18 21 22 20 8 23 18 16 3 22 22 7 8 0 18 17 15 21 0 7 6 6 10 15 22 4 17 22 0
split_gain=0.00029602 0.00144733 0.0112554 0.00724831 0.00623285 0.00376516 0.00179921 0.000908169 0.00258214 0.00101174 0.00298076 0.000880174 0.00291836 0.0234323 0.01452 0.0232893 0.0016814 0.000920312 0.000804067 0.000777072 0.000738727 0.00190798 0.021108 0.0214362 0.0319359 0.0197049 0.0134956 0.00773838 0.00638691 0.00595551
threshold=14.351157895250003 12.885811969150001 5.3866163921000005 -0.056724999999999998 43.426640904350009 8.6432548896500023 0.049900000000000007 13.843998451900001 22.604947139800004 92.598563387050021 -0.091179999999999997 -0.063749999999999987 23.150522195450005 8.6432548896500023 86.329079026800017 13.162733570450003 195.42788627465004 36.548474543700003 12.510904521150001 85.861287312150012 23.974509389900003 14.745344522600002 16.425383776450001 66.964115113200009 29.037712645600003 -0.061874999999999999 203.92124079100003 190.25644477395002 1.0000000180025095e-35 94.203572890950014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 -6 9 -9 10 -2 16 13 14 15 -13 17 -11 19 -19 -3 -22 23 -23 27 29 -27 -25 -28 -26
right_child=7 20 4 -5 6 -7 -8 8 -10 11 -12 12 -14 -15 -16 -17 -18 18 -20 -21 21 22 -24 24 25 26 28 -29 -30 -31
leaf_value=0.051352536437278995 -0.001846258798108227 -0.00073872367107860062 -0.10048206327103873 0.08028996468809281 -0.024496176856183629 -0.10014439662152985 0.092175183805564276 -0.0071432535100826346 0.001147547379577918 0.0041857296322256833 0.0084133583344197585 0.078758885377196219 6.1541988720546962e-05 -0.00062494825081234762 0.097190446289460081 -0.035407928517300721 -0.0053774680285525994 -0.003525854575143077 0.0012138043084357968 -0.00022855465813221719 -0.00014356518397747912 0.082731400295382604 -0.00021955760880469153 0.10028835435398174 -0.10025540578450226 -0.047586061678703967 0.098833831366679517 0.030933355653084832 0.010206069098142192 -0.024880258252293175
leaf_weight=0.0025638150531310791 0.54212053318042308 12.415811006820922 0.016032125467788205 0.012799295497741059 0.0032382292978736507 0.0045552573326972379 0.002233370358496245 0.58776479757745193 1.0409438841970766 0.55500515023958907 0.59287536628835258 0.036126656032480553 2.0460899955608447 0.56765333009911956 0.040577308507636189 0.035353906284797176 0.5670350706707844 0.89572186991580327 3.054512267926043 3.5372608366064924 14.332552278122973 0.061009598870412574 2.0263784757239591 0.034141381271183491 0.027886692003449176 0.019350549235241155 0.017552128258103039 0.030423578927639028 0.015149018788179092 0.016795964751054271
leaf_count=191 17 777 88 79 108 15 18 128 58 123 44 24 43 53 13 29 63 73 58 34 1777 45 24 9 29 11 9 34 38 22
internal_value=4.17956e-07 -0.000182115 -0.0188613 0.0353006 -0.0690301 -0.0455853 0.0231262 0.000376363 -0.00184442 0.000666412 0.00351294 0.000381392 0.00194746 0.0076245 0.0494139 0.0222926 -0.000114428 0.000256641 -3.45993e-05 -0.000894802 -0.000155432 0.00028133 0.0029895 0.0322405 0.0131429 -0.0232093 0.0186073 0.0676077 0.0577764 -0.0719223
internal_weight=43.1375 29.0385 0.0414221 0.0199184 0.0215037 0.00711907 0.0054716 14.099 1.62871 12.4703 1.135 11.3353 2.7258 0.679711 0.112058 0.0714806 8.60954 8.0425 7.48749 4.43298 28.9971 16.5812 2.24869 0.222309 0.161299 0.0967344 0.0520517 0.064565 0.0327011 0.0446827
internal_count=4034 3274 499 285 214 206 126 760 186 574 61 513 162 119 66 53 351 288 165 107 2775 1998 221 197 152 109 58 43 47 51
is_linear=0
shrinkage=0.1


Tree=431
num_leaves=31
num_cat=0
split_feature=19 20 8 8 12 12 2 22 4 2 18 16 12 21 20 21 15 8 12 16 13 13 14 12 23 16 7 21 15 7
split_gain=0.000303539 0.00123729 0.000306334 0.000405958 0.000487564 0.00109499 0.000471275 0.000453732 0.0110844 0.0133409 0.00610056 0.00288792 0.00167071 0.0160426 0.0176942 0.0148969 0.00310304 0.00195472 0.00280919 0.00199357 0.00147672 0.00159207 0.000863584 0.00172061 0.00276474 0.000691772 0.00353499 0.0325121 0.0139927 0.0296342
threshold=14.651182102100002 42.779078631750004 8.8430989333000021 8.7431769115000026 69.826413229550027 82.696898122450008 74.580378076100018 -0.101395 169.62532823300003 71.340832650850004 14.164583421250002 22.614947116400003 175.05669486425003 5.7087410616000005 41.770271989050009 9.4408665581500006 29.037712645600003 8.1436447804000007 125.41921396985002 19.029955499700005 108.49810477050001 117.48293184245001 169.55500150975004 99.140885195450011 0.21629500000000004 22.624947093000003 23.051546669900002 9.4408665581500006 39.540459766400012 22.620600126450004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 8 9 10 -7 12 13 20 15 16 -15 18 -16 -20 -10 -22 23 24 -11 26 27 28 29 -9
right_child=1 -3 -4 6 5 7 -8 25 11 22 -12 -13 -14 14 17 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0029484542789342582 0.0049133403016361869 -0.0018925604766170567 -0.0023627011679491481 -0.00047431871382571338 -0.0046033553919756203 0.05130681511413613 0.0022941197694648151 0.080298615432792306 -0.001095771887126185 -0.050360189270692163 -0.10029097105175198 -0.0065259007687839396 -0.00029329312077584118 0.090597031870782815 0.091407970342916922 -0.10031929505026137 0.0083345552512708258 0.099853675091711197 0.054817663477071989 -0.10002951475482154 0.0080062748671751761 0.00018708019737593797 0.10030676511239585 0.093668330234943684 0.10007547563796684 0.00050821151806474838 -0.00030557822857873735 -0.075581602377795376 0.0045322356532355411 -0.092474749697513528
leaf_weight=0.52107023892813131 0.55953809714378511 0.51111885656462164 0.56062455685942225 1.013105353493301 0.53977897787257134 0.0043253070325574017 1.5644124065945275 0.013228635657834276 1.023330136341505 0.0026330999196344526 0.0068718982629434322 0.55459980309979062 3.564543987447641 0.0082635321875484946 0.0054319137603142664 0.011389921735698749 0.010302245078491978 0.035253477508376818 0.0016079739583130248 0.0017216118487226595 0.54217207808835588 0.5010425018750766 0.017479594363805973 0.0085705794422210602 0.0022790834773331881 9.1913936999208961 21.713715382264102 0.063799465129253941 0.52845382492935755 0.039782288176656522
leaf_count=26 65 12 170 9 65 23 53 188 345 43 27 45 714 33 28 32 10 23 46 24 124 41 4 11 1 276 1410 134 32 20
internal_value=1.55135e-06 0.00166428 -4.07832e-05 -9.40919e-06 -8.99135e-05 -0.000131151 0.00120597 -6.73769e-05 0.000707305 0.0518108 -0.0417311 0.000363117 0.00103281 0.00324114 0.0489996 -0.0102856 0.0449492 0.0893478 0.0470757 -0.0252484 0.00160324 0.00425082 0.0856392 0.0666235 0.0194368 -0.000222111 -0.000522333 -0.00781634 -0.000381001 -0.0493599
internal_weight=43.1218 1.07066 42.0512 41.4906 38.913 38.392 2.57752 37.8522 6.30182 0.0421596 0.0111972 6.25966 5.70506 2.14052 0.0739707 0.0299557 0.0185658 0.044015 0.0087615 0.00332959 2.06654 1.04321 0.0309624 0.0134828 0.00491218 31.5504 22.359 0.645264 0.581465 0.0530109
internal_count=4034 77 3957 3787 3725 3699 62 3634 1574 109 50 1465 1420 706 196 75 43 121 98 70 510 165 59 55 44 2060 1784 374 240 208
is_linear=0
shrinkage=0.1


Tree=432
num_leaves=31
num_cat=0
split_feature=20 21 17 12 20 22 23 0 18 9 16 9 20 3 20 10 22 21 15 6 5 15 7 12 18 13 6 9 22 12
split_gain=0.000270757 0.00157906 0.0146556 0.00882594 0.00967673 0.00397926 0.0024487 0.000893147 0.012561 0.0123674 0.0125923 0.0112222 0.00987903 0.00161797 0.000731371 0.00287995 0.00614751 0.00719631 0.00472232 0.00313503 0.00426882 0.00292406 0.00177385 0.00174632 0.00531073 0.000806366 0.000711406 0.000647116 0.000592225 0.000828574
threshold=38.478081868400004 0.37744949630000008 177.64087306825002 115.02544258150002 41.178189531300006 -0.074349999999999986 0.08481000000000001 93.805681087600007 13.342238590850002 197.02865361825005 20.864951208700003 204.99169312540002 36.79544512155001 84.812788641250009 38.903925214650009 61.853356207250009 0.18145000000000003 4.0199878722000006 37.408632939650005 16.705390318750002 31.312564341900003 36.207782793200003 19.078733418100004 82.696898122450008 13.303774303900001 116.53390612245002 16.605387982250004 202.86075815500001 -0.101395 93.660658182900008
decision_type=2 2 2 2 2 2 2 2 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 5 -5 -2 8 -1 10 12 -11 -10 28 -3 16 17 19 21 -16 27 22 25 24 -17 -19 -25 -21 -9 -30
right_child=1 14 3 4 -6 -7 -8 13 9 11 -12 -13 -14 -15 15 23 -18 18 -20 20 -22 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=0.00037089294727778383 0.096792820475712346 -0.0036845752175230229 -0.10056241065523118 0.0008369404646186555 0.099575307734205365 -0.10022769367473133 -0.0116183589459758 0.0036219008624896565 0.017496763022494817 0.096034978404094459 0.066378234788483856 0.0089017262734729131 -0.084933273758045699 -0.0054089962619405206 0.099630087445897159 -0.039972044018062987 0.073449737761493938 0.050289195374366602 -0.10048769794299484 -0.019246243178250414 0.079719919696832203 0.10006397750261911 -0.1000773344325918 4.8816493873543219e-05 0.069671336277409249 -0.054272614322268167 -0.0036852586458752052 -0.10005696527973916 0.00086527863267898356 -0.0035599252750513444
leaf_weight=1.9579782148168288 0.010325324584507523 0.55212679845209933 0.017554641004480231 0.0081438308517363112 0.0062688284035043998 0.0074688288308379933 0.0026101551935511233 0.5275317951427535 0.018825393696711434 0.040154281858121976 0.018852466222597286 0.02339197266019255 0.01883802035749027 0.53010461573012424 0.0037626271923797416 0.0069039271343090949 0.0053792143276325524 0.001914199101494595 0.017131930271389706 0.0014691744252495198 0.0030285268229022222 0.0019320821156725287 0.0027625479674640019 36.220578546828413 0.012266842245878706 0.00119983882092356 0.51750236806461103 0.0030441822825650888 2.0297238163496307 0.53455589015059946
leaf_count=251 74 66 16 18 31 24 25 190 31 25 12 31 20 46 6 13 10 95 29 25 15 1 58 2425 39 66 59 31 41 261
internal_value=1.49982e-06 -9.63397e-05 -0.0174482 -0.0477452 -0.00537199 -0.0475106 0.0749173 0.000643527 0.00229613 0.0336929 -0.00033969 0.0639604 -0.0337354 -0.000304637 -7.20098e-05 -1.78072e-05 -0.0263068 -0.0411118 -0.0711106 0.0250729 -0.0121235 -0.00665817 -0.0417459 1.19627e-05 0.0301857 0.0100015 -3.78268e-06 -0.0737517 0.000570528 -5.721e-05
internal_weight=43.1033 37.4034 0.0523716 0.0394361 0.0218815 0.0156127 0.0129355 5.69996 2.07804 0.120062 0.0565159 0.0635463 0.0376634 3.62192 37.351 36.7989 0.0416243 0.0362451 0.0249406 0.0113045 0.00754188 0.00780867 0.00587659 36.7573 0.0191708 0.00311404 36.7381 0.00451336 3.09181 2.56428
internal_count=4034 3126 188 89 73 42 99 908 370 119 63 56 51 538 2938 2872 336 326 249 77 71 220 219 2536 52 161 2484 56 492 302
is_linear=0
shrinkage=0.1


Tree=433
num_leaves=31
num_cat=0
split_feature=9 9 4 4 14 23 2 15 23 9 22 7 0 20 5 4 2 22 19 21 13 20 6 3 15 18 19 6 20 12
split_gain=0.000256031 0.00346692 0.00332609 0.0065399 0.00418552 0.00166913 0.00155024 0.00241096 0.00729519 0.00542834 0.00280385 0.0020035 0.00427123 0.00216643 0.0010604 0.000930446 0.0059995 0.000788652 0.000737197 0.00132864 0.00201289 0.0010284 0.000633261 0.00534565 0.0243244 0.0130515 0.0146884 0.00118608 0.000594605 0.00972972
threshold=203.06170522940002 202.37225149245003 127.35214607660002 143.78867033265001 157.58516208295003 -0.25095999999999996 60.327272492300004 20.729785921300003 0.096315000000000026 219.96883426190004 -0.59502499999999992 25.748884604400001 97.991610396700011 42.522337019050006 12.679739965100001 160.76806275915001 68.946226135900005 -0.25236500000000001 14.551174033150001 8.9626214023500008 117.69263157665002 43.047778594550003 14.695343354350003 92.058183302850011 37.606388722050006 14.522586764600002 13.451085274650001 14.905348261050003 36.620308449100001 90.84682862195001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 28 -2 -4 -5 -6 -7 8 9 11 -11 -8 -13 -14 -15 -9 -17 -10 19 22 -21 -20 -18 24 25 -24 27 -27 29 -1
right_child=2 -3 3 4 5 6 7 15 17 10 -12 12 13 14 -16 16 18 -19 21 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00013981503758814899 -0.080477046264359739 -0.0077791798084476983 0.085959051168159176 -0.1001290152324039 -0.1000617905854562 -0.10002764602042172 0.10002995020864749 0.0044522761445425106 -0.021402166809752775 0.077625177593911535 -0.10011034170045388 -0.10012189722355039 0.077656204199437417 0.042112543472616379 -0.10007309179484591 -0.10023304132204287 -0.00017147786628765057 -0.10008637342231624 0.0056861232787413524 -0.0074843715253280407 0.0011993522266367672 -0.00053266151155576663 0.091360088607448264 -0.00057189653391779833 0.0011958229810775849 0.082778111152630174 -0.042172128540296283 0.043878556687081599 -0.00010234068918588773 0.039235249136293691
leaf_weight=1.0201001909074623 0.0050891354621843679 0.58639495202420633 0.0089242448198082469 0.0041464008354513684 0.0016550633225865799 0.0015378693115096756 0.0096624742420762244 0.52269925885525204 0.0018571806484963815 0.001200280188172087 0.0034068787271603887 0.0018596344671095713 0.011930204139787293 0.0010005757026601012 0.0011024268873711662 0.0059509168349894939 8.1292860207949449 0.0040553789902801887 0.55754737191997239 0.56570520563175708 0.50543359851872083 0.50840251264162362 0.049256410900852088 2.5539779441621278 0.54694439667559891 0.016308631887568481 0.022214200813323259 0.015092033110704506 27.361393531528048 0.066870215300962488
leaf_count=53 6 56 16 10 27 23 7 34 21 10 64 4 71 57 8 7 345 38 65 149 5 6 28 126 68 21 25 19 2270 395
internal_value=1.49862e-06 -0.000168102 0.000351829 0.000381104 0.000326716 0.000356388 0.000368228 0.000379229 0.0261978 0.0461077 -0.0538058 0.0641203 0.0422881 0.0611598 -0.0324234 0.000312695 0.000152132 -0.0753711 0.000196481 -2.03839e-05 -0.00338682 0.00272009 0.000297793 0.00148852 0.00958658 0.0541985 0.0200578 0.0640819 -1.12182e-05 0.00228253
internal_weight=43.091 29.0348 14.0562 14.0512 14.0422 14.0381 14.0364 14.0349 0.036075 0.0301625 0.00460716 0.0255553 0.0158928 0.0140332 0.002103 13.9988 13.4761 0.00591256 13.4702 12.4042 1.07114 1.06595 11.3331 3.20379 0.649816 0.102871 0.0536149 0.0314007 28.4484 1.08697
internal_count=4034 2774 1260 1254 1238 1228 1201 1178 280 221 74 147 140 136 65 898 864 59 857 786 154 71 632 287 161 93 65 40 2718 448
is_linear=0
shrinkage=0.1


Tree=434
num_leaves=31
num_cat=0
split_feature=18 18 17 6 22 16 2 16 5 7 7 22 16 3 21 2 4 21 20 5 20 16 20 4 17 9 16 16 17 18
split_gain=0.00026868 0.00241624 0.00122419 0.00090139 0.00984502 0.0258128 0.0142855 0.00864193 0.00695562 0.001033 0.00192512 0.000898134 0.000828889 0.00113237 0.000642662 0.00287121 0.0258339 0.00908862 0.0115538 0.00792613 0.00469787 0.00415183 0.0018223 0.026001 0.00177038 0.00225902 0.00160923 0.00979536 0.00127373 0.00245532
threshold=13.455547561900003 13.531614672700002 193.50449793755004 16.355382140900002 -0.070909999999999987 22.614947116400003 133.20345888755003 20.784951395750003 21.089169479000002 22.775216856700002 20.873561687950005 -0.037054999999999998 22.654947022900004 93.14163192940002 13.279159471700002 185.72519583365002 278.29044475435006 5.3866163921000005 41.571132012400007 22.53967987815 34.883496062400006 17.809958352600002 40.844669808050007 267.17106116560007 209.55094140555002 213.27127849780001 22.454947490600002 15.839962959300001 209.79142458570001 14.382403557200002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 8 -1 10 -8 -6 13 14 15 -3 -17 18 19 20 -18 -22 -16 -24 -20 -26 27 -25 29 -23
right_child=1 12 -4 -5 11 -7 9 -9 -10 -11 -12 -13 -14 -15 22 16 17 -19 24 -21 21 28 23 26 25 -27 -28 -29 -30 -31
leaf_value=0.069402903105123398 -0.0066335066946331669 8.8622284636789934e-05 0.0049537325792259525 0.00035613832389968272 0.0029970278987161507 -0.10110223593501677 0.038645349676818978 0.079962154425525928 -0.1003513378912714 -0.1003364764008234 -0.10012425396437018 -0.0028878636347870919 0.0038077945944753689 -0.0045201665386628244 -0.00061078778130452477 -0.10169188771863227 -0.10018774726362278 -0.00050237032306684251 -0.10036538461893969 -0.071423679996579142 -0.072600553979705093 0.10003349479882583 -4.5911637344906582e-05 0.089860784224530088 0.028237136381373092 -0.10020018476693304 0.091862970898781648 -0.10005743321572727 0.089497914429275474 0.006534118378278192
leaf_weight=0.0040790402798548397 0.57093015488151877 21.670619837108791 0.5496521762965888 15.325760777840825 0.51418717092246879 0.034838335935660325 0.0017988270709281559 0.0235210903447296 0.0059124286749003829 0.0080982443208768018 0.0022503036847218993 0.52323870114649895 0.5434905727433933 0.57652064960565397 1.0109136478458567 0.026998962806372373 0.0025648803292511726 1.0674770076862716 0.022284213869735225 0.011564985707423148 0.0027633661503008158 0.0042470385669730612 0.51100727812574154 0.014247458249860956 0.0026995467390680252 0.0027793184928555092 0.029512977984268218 0.0033552908089062852 0.0078841323750111769 0.0082925377250830934
leaf_count=12 60 1499 60 876 12 29 36 21 70 7 17 46 76 105 55 8 51 313 102 40 131 7 43 125 21 45 15 73 28 51
internal_value=1.92283e-06 -0.000199618 0.000311352 0.000156174 -0.00258516 -0.0362741 0.0131895 0.0468652 -0.0310488 -0.0797162 -0.0384758 2.89093e-05 -5.56756e-05 -0.000139748 -3.62442e-05 -0.000170788 -0.00501884 -0.00271426 -0.0389949 -0.00265192 0.0282329 0.0424384 0.00192143 0.00650798 -0.0878442 -0.0369165 0.0775901 0.0536601 0.0580034 0.0382015
internal_weight=43.0835 26.0902 16.9933 16.4437 1.11792 0.0804983 0.0456599 0.0335126 0.00999147 0.0121474 0.00404913 1.03743 25.5192 24.9757 24.3992 22.8302 1.15956 1.13256 0.06508 0.0373169 0.025752 0.0231871 1.56904 0.558123 0.0277631 0.00547887 0.0471157 0.0176027 0.0204237 0.0125396
internal_count=4034 2848 1186 1126 250 192 163 103 82 60 53 58 2788 2712 2607 2296 797 789 476 308 268 217 311 256 168 66 213 198 86 58
is_linear=0
shrinkage=0.1


Tree=435
num_leaves=31
num_cat=0
split_feature=10 21 3 17 20 21 18 21 23 8 2 22 21 22 21 9 9 22 23 17 22 19 9 9 9 23 6 19 6 22
split_gain=0.000321284 0.00103198 0.00418686 0.00104059 0.0235651 0.0299011 0.0169525 0.00676577 0.00634345 0.00219301 0.00572064 0.00117364 0.00131775 0.00142705 0.000802181 0.00270329 0.0306096 0.0142758 0.00580434 0.00261821 0.00173744 0.00123936 0.015219 0.00898828 0.00778702 0.00122903 0.000958635 0.000873303 0.0017673 0.000873291
threshold=62.041548276350007 10.109275982950003 93.499196860750018 188.83172615260003 39.525197829750006 5.1781607048500016 13.023291802750002 3.8092755532000004 0.085235000000000019 8.2435668022500028 94.469527609150006 -0.073609999999999995 5.4349223666500004 -0.11963999999999998 8.9626214023500008 201.61239113610003 214.61382006045002 0.12351500000000003 0.088655000000000025 196.70243143610003 -0.116995 14.251149826300002 199.17419511990002 196.64273721640004 183.49441567960005 0.085035000000000013 16.435384010100005 14.451165964200003 16.445384243750002 -0.14429
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 8 -6 10 -7 12 13 -5 27 21 17 18 19 -17 -20 22 23 24 25 -16 -23 29 -29 -2
right_child=14 2 -4 11 5 9 -8 -9 -10 -11 -12 -13 -14 -15 15 16 -18 -19 20 -21 -22 26 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00018831194252268371 0.011986522579949787 0.0069494754748605407 2.7627500256882632e-05 0.00053460530697380137 0.086344697895029604 0.10005100727908345 -0.10071948406908429 0.095599972728655225 -0.065710368946392761 -0.10078449517443321 -0.091059106151299751 0.0045656547185299141 0.00069985287941657498 -0.0068604614815487011 -0.052186930295585403 -0.070780895982862205 0.0017739690899506594 0.037139311464755853 -0.053788596866085427 0.0064827922586074369 -0.099447368630519645 -0.00029300648436966586 0.075902278505815879 0.0029651036817067971 -0.091705789358402054 0.068247505106276127 -0.0036881216443295332 -0.0065772303895700159 0.00031631313256628589 0.00021635431693227386
leaf_weight=1.9219761528309383 0.063216305516301641 1.1115080648742148 4.087238566561 0.50559574477565017 0.0046517948389172004 0.0020374909217935055 0.0089096556305392482 0.017700464022823326 0.0066884464417569234 0.052418476878671072 0.0067730617536962967 0.59848330727230337 4.0610001671279861 0.53928761360451472 0.0010511094704693793 0.0077372472700288899 0.52749806719350634 0.012731077345335962 0.0099888125821685492 0.010125414298972402 0.050311845082873674 4.0394966086913087 0.027937742162038148 0.51593865192444355 0.018110571102424089 0.0043710077344671916 1.0472710690685287 0.58006520186771027 1.0363110033019891 22.186024775551527
leaf_count=196 572 39 162 21 41 2 63 38 28 35 99 96 64 73 325 20 90 9 36 26 69 68 25 18 67 67 34 89 70 1492
internal_value=1.12883e-06 0.000418239 0.00150754 -0.000314786 -0.00226454 -0.0497978 0.0199457 0.0569656 -0.00333701 -0.0930256 -0.0468638 0.000376046 -0.000115037 -0.00328215 -0.000177742 -0.00118407 -0.00746142 -0.0610582 -0.0770524 -0.0269841 -0.091884 -0.000497526 0.00393537 0.000208396 -0.0602306 0.0449006 -0.000991998 8.67508e-05 -0.00215756 0.000249797
internal_weight=43.0625 12.9243 5.19875 7.72552 2.02116 0.0991794 0.0379504 0.0290407 0.0113402 0.061229 0.00881055 5.70437 5.10588 1.04488 30.1382 6.27257 0.618392 0.0908944 0.0781633 0.0178627 0.0603007 5.65418 0.567409 0.539471 0.0235327 0.00542212 5.08677 23.8656 1.61638 22.2492
internal_count=4034 957 201 756 502 306 170 107 69 136 101 254 158 94 3077 854 250 160 151 46 105 604 502 477 459 392 102 2223 159 2064
is_linear=0
shrinkage=0.1


Tree=436
num_leaves=31
num_cat=0
split_feature=18 18 17 6 3 16 3 18 5 14 14 14 16 18 2 22 22 8 17 23 23 12 14 20 19 19 15 7 15 21
split_gain=0.000276883 0.00221964 0.000995964 0.000735767 0.00211384 0.000693534 0.000901006 0.000898525 0.000957599 0.00369532 0.00678381 0.00320426 0.000563712 0.00130567 0.000833227 0.000627546 0.00091772 0.000560614 0.00211258 0.00111684 0.00086103 0.000839015 0.00240517 0.000762434 0.00066613 0.000529735 0.00215889 0.00294332 0.000987868 0.000766318
threshold=13.455547561900003 13.531614672700002 193.50449793755004 16.375382608200002 92.324340657750014 22.654947022900004 93.14163192940002 13.552878921100001 22.327062271350005 128.57956104760004 137.67556691715004 143.06733454090002 22.574947209950004 13.192618516750001 202.97521253380003 -0.60611000000000004 -0.016679999999999997 8.543332867800002 162.57770630285003 0.084565000000000015 0.12201500000000003 82.696898122450008 156.61564208075004 40.720231579350006 14.551174033150001 14.351157895250003 40.682889193900003 23.203497038450006 41.29990759910001 4.3143180605000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 -3 9 -9 -11 -12 13 -5 25 -16 -17 18 -13 -19 23 -20 -23 -21 -25 28 27 -27 29 -14
right_child=1 5 -4 12 -6 -7 -8 8 -10 10 11 17 14 -15 15 16 -18 19 21 20 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00076485457545186187 -0.006369335482301077 0.0040584877614644977 0.0045116690825589027 9.6672371954492907e-05 -0.0068643948607597016 0.0034713287201226933 -0.0040486026177281439 -0.10061727497909484 -0.0041701900239056056 0.10017567158958128 -0.10033421138970207 -0.10004916388671069 0.00016588693765939966 0.0061640151214984139 0.00090225741860361906 -0.006298083300937226 -0.00036879022863062585 0.0053632059780962119 -0.0041517405613163234 0.0013368970422622023 0.0039828780209475133 -0.10022025906576658 -0.00010536089909227912 -0.0049861301197090943 0.00010037394477171378 0.0098015649045047112 -1.5278202077952077e-05 0.00096530964720489268 0.0012271329762819966 -0.0029926785876711673
leaf_weight=1.057434966046263 0.5712683891811875 0.52069380822629696 0.54709726170992112 1.0298179809138606 0.55314056783081067 0.54230658758206018 0.57714629244490367 0.0036525302566577924 0.57553479526118323 0.0067546716891254679 0.0031859683804239527 0.0021201939543463713 1.5151522382825517 0.54100729896742894 0.50361615396104742 0.53318734389998201 0.51141919202279851 0.53526627418761963 0.52947627346242043 1.045755897031541 0.52062830541035499 0.0023999464465295208 19.600271679075654 0.5259082074451269 0.50440544835873879 0.60039627101545523 4.4584140176061879 1.0129636679994289 2.5497509500926157 1.5579241458544855
leaf_count=95 60 58 60 480 163 76 105 1 109 3 2 172 17 36 3 36 15 38 48 54 13 4 2054 45 6 104 89 11 45 32
internal_value=-1.65214e-08 -0.000204678 0.000314329 0.000174514 -0.00185536 -6.65487e-05 -0.000143437 -5.09754e-05 -0.000140673 -4.10536e-05 -2.5271e-05 -5.43574e-05 0.000395206 0.00218632 0.000182749 -0.00199731 -0.00339522 -4.06256e-05 -0.000234227 0.00120397 0.000346613 -0.000223716 -0.000117618 -0.000565275 -0.00249596 0.000471362 0.00111904 0.00425364 -0.000228024 -0.00143538
internal_weight=43.0381 26.0668 16.9713 16.4242 1.61058 25.4955 24.9532 24.3761 23.8554 23.2798 23.2762 23.2694 14.8136 1.57083 13.2428 1.54822 1.04461 23.2662 20.1343 3.13196 2.5967 20.1321 19.6027 2.07607 1.03031 11.6946 6.07177 1.61336 5.62283 3.07308
internal_count=4034 2848 1186 1126 258 2788 2712 2607 2549 2440 2439 2436 868 516 352 54 51 2434 2278 156 118 2106 2058 105 51 298 204 115 94 49
is_linear=0
shrinkage=0.1


Tree=437
num_leaves=31
num_cat=0
split_feature=10 23 6 20 21 20 2 23 23 19 2 16 23 15 17 21 5 23 21 0 15 3 5 22 15 2 5 23 23 8
split_gain=0.000355844 0.00130728 0.000787777 0.000794613 0.0028158 0.00133702 0.00244392 0.000884314 0.001552 0.000736489 0.00133889 0.000719578 0.000652045 0.000629869 0.00124505 0.000854171 0.000602917 0.00207869 0.0362171 0.00779006 0.00831169 0.00136227 0.000713501 0.00386392 0.0438833 0.0121312 0.0164294 0.00207036 0.00470248 0.00223826
threshold=62.041548276350007 0.41214500000000009 16.405383309150004 42.824128352900011 6.7697770556500005 41.770271989050009 98.465712168700023 0.10249000000000003 0.096315000000000026 14.351157895250003 179.86602224190003 22.644947046300004 0.085235000000000019 42.246988155050012 189.19102531915004 14.894616075700002 21.955793948900006 0.082535000000000011 6.2631776902500009 86.329079026800017 33.005488016050009 93.72771580185001 20.911722254300006 -0.093879999999999991 37.870720399650004 130.44142995155002 21.043187000650004 -0.27172999999999997 -0.24947 8.0437227585500022
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 8 9 -4 12 -9 -11 15 -15 16 22 -18 19 20 21 -19 27 -24 25 26 -25 29 -29 -2
right_child=13 -3 3 4 -6 6 -8 11 -10 10 -12 -13 -14 14 -16 -17 17 18 -20 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.003431445532287471 0.042613549224204177 0.0052885425332440611 -0.00046822111671688876 -0.00063494625180618089 0.0082271688990596444 0.0017599367011585628 -0.0077738935920719414 0.00034143223835161017 0.006489290997713712 0.0027930940785771546 0.0063553154824114964 -0.0023083653615497269 -0.0022047728063309142 0.0010400328679839614 -0.005740363076408966 -0.0040219265327485878 -0.00012953106043795453 0.10004336869748615 -0.0021779454561276102 0.089772913284961689 -0.10013369531968352 -0.0029307372262861535 -1.5720231516095634e-05 0.10000536350553349 0.0017018861320176094 -0.097831425820770285 -0.10032931254558 0.078612494941606326 3.031918669330543e-05 -0.10009160694273672
leaf_weight=0.56083800994082267 0.0015121827224920939 0.53298501156678035 2.0301000780041236 1.0132986086269049 0.55485207204226217 0.51193023894992495 0.56631535316292769 3.547845986383436 0.55168038312550027 0.5205477376875931 0.55777136002143368 1.4411101815330765 0.52362379745682119 0.51128729732295031 0.57581560437930079 0.54481229724029034 2.0082021545708697 0.0048166037886403501 0.5395193584005491 0.057518383230672043 0.0048392621501989197 0.0017520213016605224 3.0486111362856163 0.008098708349278172 0.52670392414711387 0.063220575530010592 0.008277813161839731 0.0076177657246841992 22.204015993161246 0.0040232855626527453
leaf_count=104 65 18 251 106 139 12 123 34 35 26 47 40 22 33 107 229 79 5 38 39 8 81 66 50 46 37 7 46 2128 13
internal_value=1.19901e-07 0.000439304 0.000230533 0.000404301 0.0025007 8.36011e-05 -0.00324741 0.000475161 0.00154737 0.000796726 0.00239976 -0.000423988 0.000286799 -0.000188161 -0.0025514 -9.96742e-05 -2.46659e-05 0.00142189 0.00654243 0.074801 -0.000687125 0.0725775 -0.000170968 -0.00146572 -0.00875664 -0.077962 -0.00125747 4.20306e-05 5.727e-05 -0.0611073
internal_weight=43.0335 12.9129 12.3799 11.8191 1.56815 10.2509 1.07825 9.17268 4.18372 3.63204 1.60194 4.98896 1.04417 30.1206 1.0871 29.0335 28.4887 2.61665 0.608446 0.0689263 0.0114079 0.00656863 25.8721 3.65491 0.606301 0.0795971 0.0163765 22.2172 22.2116 0.00553547
internal_count=4034 957 939 835 245 590 135 455 381 346 95 74 48 3077 140 2937 2708 250 171 133 94 86 2458 206 140 94 57 2252 2174 78
is_linear=0
shrinkage=0.1


Tree=438
num_leaves=31
num_cat=0
split_feature=6 22 10 23 22 16 17 13 17 5 21 15 17 13 21 6 20 23 23 17 16 20 9 9 3 3 21 6 9 13
split_gain=0.00123188 0.00106598 0.000281929 0.00181002 0.00120028 0.0111942 0.0141679 0.00866697 0.00715491 0.00590483 0.00891405 0.00565485 0.00428959 0.00285256 0.00234706 0.00183846 0.00135509 0.00106344 0.00103505 0.00179913 0.000879325 0.00121588 0.00403738 0.00746207 0.0010505 0.000886736 0.000846256 0.000857209 0.000816767 0.00054117
threshold=6.9501623894500009 -0.167075 62.041548276350007 -0.52484999999999993 -0.14429 22.584947186600004 196.80409074510004 115.68166489510001 203.00435256470004 16.078966488550005 5.2345280387500006 33.005488016050009 204.12988953870004 109.72404167800001 0.2796341810500001 13.245309474550002 41.827117825850003 0.41214500000000009 -0.50325999999999993 162.57770630285003 22.574947209950004 40.563919884450009 197.29115675710003 187.45330412110005 93.394346993650018 93.620177476600006 8.0341677368500015 16.465384711100004 200.76482212275002 107.94965931190002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 17 -4 5 6 7 9 -8 15 13 12 -10 -11 -14 16 -5 20 -6 -20 24 25 23 -23 -2 -22 27 -24 -28 -12
right_child=2 -3 3 4 18 -7 8 -9 11 10 29 -13 14 -15 -16 -17 -18 -19 19 -21 21 22 26 -25 -26 -27 28 -29 -30 -31
leaf_value=0.014356605319781751 0.0042469035226061144 -0.10003980292331958 -0.10007358257801154 -0.06377590626830093 0.09994434952440355 -0.077405195604041771 -0.095092854971940366 0.1000836196554928 0.048414009776585776 -0.10013279003057439 0.033134557442229477 0.065126427418355032 0.033051316459155843 -0.0054929932078766194 -0.10009922901181219 0.087398585945219612 0.049189720304380645 0.0047777075673628841 -0.10004583189541505 -0.00011646784897662971 0.0030453631584173566 0.0022442615372747724 -0.00017594398702539411 -0.013875218204199909 -0.0012607293288864783 0.00011297012929677564 -0.00040754879807006189 -0.0048480568237927214 0.0028607132317920621 0.09486145374275326
leaf_weight=0.0012705267358388006 1.0463999759997458 0.0022697612935375358 0.0018131452896764646 0.0016127721496888578 0.0010337033571720102 0.020380895724201764 0.015194587273321236 0.015974873647792265 0.0036726698319853321 0.0092544214676971714 0.0021187120977413923 0.0074293623224548347 0.0015809853919002146 0.0048559883575762805 0.0081395037297049555 0.0091749580278701615 0.0031087265478871307 0.53108048695139665 0.0018017798258495024 29.994895352244718 1.5802690870914355 0.53809573739408711 1.5221750107983214 0.61587565906639696 0.51761638521900977 2.9680194071843289 1.5132429580453393 0.52923435091863513 1.5457130901621097 0.0043087724170618458
leaf_count=126 26 657 27 40 3 18 42 18 10 92 79 14 16 22 100 14 26 18 118 1635 40 50 62 81 470 93 18 74 25 20
internal_value=6.16109e-08 -0.0589856 4.91645e-06 -0.000162717 -0.000156699 -0.0107387 0.00498242 0.0392063 -0.042917 0.0109639 -0.0230991 -0.00484321 -0.0436563 -0.0675632 -0.078443 0.0613063 0.0106029 0.000395909 -0.000119022 -0.00012247 0.000207887 -0.000112687 -0.00101627 -0.00635872 0.00242413 0.00113181 0.000190113 -0.00138128 0.00124393 0.0745142
internal_weight=43.0176 0.00354029 43.0141 30.1064 30.1045 0.106807 0.0864263 0.0504092 0.0360171 0.0344344 0.0205379 0.0208225 0.0133932 0.0141104 0.00972049 0.0138965 0.0047215 12.9077 29.9977 29.9967 12.3766 10.8126 6.26434 1.15397 1.56402 4.54829 5.11037 2.05141 3.05896 0.00642748
internal_count=4034 783 3251 2294 2267 511 493 311 182 293 213 140 126 114 116 80 66 957 1756 1753 939 443 310 131 496 133 179 136 43 99
is_linear=0
shrinkage=0.1


Tree=439
num_leaves=31
num_cat=0
split_feature=19 22 22 15 16 2 23 22 20 23 23 22 22 15 15 23 5 23 22 21 22 23 2 23 23 19 23 6 16 17
split_gain=0.000277054 0.000970204 0.000248737 0.000515986 0.00603985 0.00454681 0.00148193 0.0010632 0.0038409 0.00096497 0.000753649 0.000345334 0.000515994 0.000254702 0.000235477 0.00502628 0.00198785 0.00181119 0.0011258 0.00226711 0.000717602 0.0150581 0.0079586 0.0152281 0.00652483 0.00169838 0.00126818 0.000650603 0.000563352 0.00149597
threshold=14.651182102100002 -0.086139999999999994 0.26941000000000009 19.763739472850002 14.184966829400002 137.73157856955004 0.084090000000000012 -0.041369999999999997 39.337369931850013 0.087475000000000011 0.095170000000000018 0.059320000000000012 -0.074999999999999997 12.38011581135 41.492094664050008 -0.55648999999999993 22.862610686750006 0.11082500000000002 -0.06483499999999999 11.192543930900003 0.086310000000000026 0.11379500000000002 157.39400167590003 0.091645000000000018 0.080515000000000017 14.451165964200003 -0.52484999999999993 16.435384010100005 22.674946976100003 174.76883460675
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -7 8 13 -10 -11 12 -6 -1 15 -5 -16 18 27 -20 26 22 24 -24 -22 -26 -17 -18 29 -28
right_child=1 -3 -4 14 5 6 -8 -9 9 10 -12 -13 -14 -15 16 20 17 -19 19 -21 21 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=0.097903031391155401 -0.0015110800263730521 0.0045254929411596206 -0.0021937595463279893 0.078763021985252646 0.033565908220401904 0.027785908729614409 -0.10004068271388507 0.0017835243704814128 -0.090191624674971396 0.047403875243746146 -0.065610917364115923 0.099973407728224065 0.098637246379994103 0.035593008700436433 0.0061719798074268235 -0.10007300655301324 -0.0036569819089865745 -0.0055495300780914183 0.0074849185674105319 -0.00016343818805585736 -0.017129304333185345 0.0025116512037666578 -0.081344271070448004 0.075710791809874001 -0.10024232121358179 -0.050360629266503892 0.032004063612972318 8.920036928817045e-05 -0.0023754528616292694 -5.5256277769392605e-05
leaf_weight=0.0015809784076298294 0.51791353595388046 0.5479122766757587 0.52968414674393827 0.0080665303203478755 0.0023920804004191618 0.0017624601379717655 0.0018684433076714413 0.51116729945946415 0.0053205377909096851 0.0010943964689564822 0.0012804296860089437 0.0086793951315602413 0.0024840970811510488 0.0011212917044278736 0.56276333357709418 0.0012693227399428455 0.52596947908978098 0.54349728778622353 0.61970340518991296 1.0345671202797175 0.01953555784168437 0.54052054486237466 0.011394074242207841 0.013474473721089453 0.028662583194414282 0.0089594292066976777 0.014561671540241572 3.9091992811214347 1.0679472925117739 31.961783535347468
leaf_count=109 22 55 164 43 33 68 27 290 384 49 30 16 13 98 54 31 75 34 72 25 33 17 50 11 74 12 364 113 101 1567
internal_value=-1.17818e-08 0.00159216 -4.04735e-05 -1.29308e-05 0.00306161 0.0613899 -0.037993 0.00113959 -0.0305172 -0.0665335 -0.0135301 0.08801 0.0667155 0.0720478 -5.34578e-05 -0.00016441 0.000465805 -1.83285e-05 0.000475345 0.0027017 -0.000183321 -0.00354691 -0.0434705 0.00375255 -0.0640167 -0.0883633 -0.000119954 -0.000355062 -0.000116114 -4.06568e-05
internal_weight=43.0061 1.06583 41.9403 41.4106 0.538751 0.0171865 0.0036309 0.521565 0.0103976 0.00769536 0.00237483 0.0135556 0.00487618 0.00270227 40.8719 33.6762 7.1957 6.63294 6.08944 1.65427 33.6681 0.622547 0.0820261 0.0248685 0.0571576 0.037622 33.0456 4.43517 33.0443 31.9763
internal_count=4034 77 3957 3793 1117 157 95 960 670 463 79 62 46 207 2676 2303 373 319 285 97 2260 197 180 61 119 86 2063 188 2032 1931
is_linear=0
shrinkage=0.1


Tree=440
num_leaves=31
num_cat=0
split_feature=13 17 23 6 16 9 19 8 22 10 22 23 21 20 21 9 9 23 23 20 23 19 9 9 9 23 15 19 6 6
split_gain=0.00022721 0.00219311 0.00110781 0.000940706 0.000799884 0.00118068 0.000824739 0.00211235 0.00349831 0.00114131 0.00318575 0.000827759 0.000643746 0.000595237 0.000555688 0.00219796 0.0259568 0.013375 0.00485438 0.00294236 0.00109207 0.0010391 0.0131167 0.00680764 0.00700182 0.00132695 0.000929574 0.00085271 0.00132948 0.000800136
threshold=117.55283175385001 162.13109061465002 0.41214500000000009 16.405383309150004 22.574947209950004 197.90890142995002 14.351157895250003 8.4434108459500017 0.0023400000000000005 61.987779113750001 -0.086719999999999992 0.10371000000000001 15.285239689500001 41.827117825850003 8.9626214023500008 201.61239113610003 214.61382006045002 0.11379500000000002 0.088655000000000025 41.965809985500009 -0.52484999999999993 14.251149826300002 199.17419511990002 196.64273721640004 183.49441567960005 0.085035000000000013 27.063546193350003 14.451165964200003 16.445384243750002 16.435384010100005
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -6 11 -11 12 13 -8 20 21 17 18 19 -17 -3 22 23 24 25 -16 -20 -22 -29 -23
right_child=2 14 -4 4 6 -7 9 -9 -10 10 -12 -13 -14 -15 15 16 -18 -19 26 -21 27 29 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.10003677470368343 -0.0038535252276285163 -0.082668849991367505 0.0048226810887923733 0.0062581097678522232 -0.0103937633743196 0.00045946035072915971 0.000416194210209689 0.00027156740970718225 0.0010728182262018037 0.00023023132001195927 0.0088953753453186683 -0.0039432469536917611 0.0035583637144764599 -0.0032856598181632405 -0.023254800982113411 0.0011585169460207902 0.0015482990268730595 0.030239270724971675 -0.066909643770048419 -0.075230239964317769 0.00024346664049636785 -0.00017916121614882155 0.072517537910659388 0.0026984810967313139 -0.089647584799676439 0.06595455930604191 -0.1004052026455332 -0.0059784586450535278 1.0632741634615584e-05 -0.0032804553582933371
leaf_weight=0.0021979548790288508 0.55792959447137214 0.0015948830232187508 0.53120876789034888 0.53665060265039599 0.55515756744323652 1.0157798886357339 2.4496370194401615 3.0555108414855994 0.51094375271350145 1.5208906613574984 0.58844869682292955 0.52099027860947433 0.52477075002138907 0.52798107432576191 0.0027639295748630435 0.010620556090611077 0.52614407384130946 0.014156058377871261 0.010527656805457752 0.0096004859934453179 22.224137760148619 4.0402872017426148 0.026404514314620542 0.51499451342078828 0.015913897817256384 0.0042027149231422811 0.038899298597243614 0.5782104426852176 1.0324998396669114 1.047623143734995
leaf_count=327 68 40 18 108 47 15 92 44 8 33 48 37 16 54 343 28 88 22 42 19 2065 68 25 18 62 60 47 87 70 35
internal_value=-1.57721e-07 -0.000150622 0.000351046 0.000158937 0.000348546 0.00246396 2.82875e-05 -0.00106566 -0.00489825 0.000763498 0.00264757 -0.000224267 0.000328942 -0.000240206 -0.000143328 -0.000981633 -0.00668473 -0.0583739 -0.0763846 -0.0351091 7.69058e-05 -0.000366191 0.00370519 0.000327165 -0.0530463 0.0305619 -0.0932708 8.24426e-05 -0.00213932 -0.000817731
internal_weight=42.9967 30.1008 12.8959 12.3647 11.8068 1.55243 10.2543 4.12161 1.0661 6.13272 2.10934 4.02338 3.50239 2.97762 30.0986 6.26214 0.609948 0.0838041 0.069648 0.020221 23.8364 5.65219 0.56428 0.537875 0.0228805 0.00696664 0.049427 23.8348 1.61071 5.08791
internal_count=4034 3446 588 570 502 123 379 99 55 280 81 199 162 146 3119 857 246 158 136 47 2262 611 508 483 465 403 89 2222 157 103
is_linear=0
shrinkage=0.1


Tree=441
num_leaves=31
num_cat=0
split_feature=19 22 5 21 3 18 7 7 23 23 13 21 18 3 21 8 9 17 22 15 15 22 19 16 9 8 9 19 21 7
split_gain=0.00028707 0.000916025 0.000317728 0.0126581 0.0101467 0.0103936 0.00283965 0.00205958 0.00179581 0.00106286 0.000855477 0.000750957 0.00132414 0.000459576 0.000385738 0.00174405 0.0203874 0.0154213 0.00995009 0.000534063 0.00127554 0.00255066 0.00249764 0.000764237 0.000621604 0.00083294 0.000577033 0.00123734 0.00271622 0.00122488
threshold=14.651182102100002 -0.086139999999999994 24.453399453300005 14.629285661800003 91.867302775550016 13.036600629150001 21.725272673150005 20.752538901500003 0.10184000000000003 0.078905000000000017 116.35915634395 0.83684949340000014 13.4793103924 108.33142036645002 14.894616075700002 8.543332867800002 186.68586460755003 192.41413881610001 -0.068964999999999985 41.492094664050008 42.493282152450007 -0.06828999999999999 14.551174033150001 22.674946976100003 195.70012057590003 8.7431769115000026 189.78071820640002 14.351157895250003 12.585796288950002 23.109894804950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 14 4 -4 6 7 8 9 10 -6 12 -7 -12 19 16 -16 -18 -19 23 22 24 -21 26 -22 -26 27 -1 -29 -28
right_child=1 -3 3 -5 5 11 -8 -9 -10 -11 13 -13 -14 -15 15 -17 17 18 -20 20 21 -23 -24 -25 25 -27 29 28 -30 -31
leaf_value=-2.4092395487371685e-05 -0.001392343956114003 0.0044744249029115791 0.099102877694845271 0.0006717766663291826 -0.065015113349501594 -0.10008299610318933 0.080319687122851147 -0.1000572976266218 0.099935388008900741 -0.10004152949050893 0.080607275256385891 -0.10033946971233668 0.033417834663944476 0.00062300152320849463 0.00051615121865674002 0.00095942701899661862 -0.10059227187152964 0.066280529341934361 -0.063918596625857291 0.008650474531046724 6.117734467668597e-05 0.0064515926131575299 -0.00080630595448783057 -0.0037193177070951895 -0.0055351015439122847 0.00013366515400836126 -0.0033737834688176678 0.008852779941268759 -0.0012762382368697316 -3.9711762970968386e-05
leaf_weight=2.5516923419863455 0.51823843228999067 0.54710141906630727 0.0041348016959313885 1.0140855600996537 0.0012680180586750467 0.0019372207707988301 0.0039616548924499293 0.0024217472587650946 0.0016012551466815239 0.0012841231004188103 0.0012082544748182045 0.029105883587372983 0.0012051634304395265 0.0017717911760719574 0.51956508354824826 1.0278073383472301 0.037351260759571403 0.012041346127412922 0.011451976422961252 0.56692434180149465 2.8783798083845795 0.57233371758536611 0.55044547689612955 0.56903846141896863 0.53592404869505095 0.50198964448645711 1.1465315253452697 0.55701666121603899 0.50456182016932871 28.311547703775503
leaf_count=978 22 55 10 49 160 64 18 23 13 54 43 98 11 103 162 22 36 29 17 31 42 61 9 95 72 5 135 51 7 1559
internal_value=-5.48709e-07 0.00162051 -4.17472e-05 -0.00174774 -0.0509181 -0.0644722 0.0091367 -0.0203763 0.00667476 -0.0203189 0.00377998 -0.0953254 -0.0488829 0.0330525 2.68232e-06 -0.00151525 -0.00589749 -0.060665 0.0028141 6.48834e-05 0.000968534 0.000215937 0.00399182 -8.57052e-05 -0.000695352 -0.00279339 -2.31839e-05 0.0011695 0.00403852 -0.000169476
internal_weight=42.9839 1.06534 41.9186 1.06399 0.0498999 0.0457651 0.0135168 0.00955519 0.00713344 0.00553219 0.00424806 0.0322483 0.00314238 0.00298005 40.8546 1.60822 0.58041 0.0608446 0.0234933 39.2464 5.606 4.48863 1.11737 33.6404 3.91629 1.03791 33.0714 3.61327 1.06158 29.4581
internal_count=4034 77 3957 646 597 587 414 396 373 360 306 173 75 146 3311 266 244 82 46 3045 220 180 40 2825 119 77 2730 1036 58 1694
is_linear=0
shrinkage=0.1


Tree=442
num_leaves=31
num_cat=0
split_feature=23 0 0 0 10 16 13 23 12 23 10 13 17 23 12 4 17 23 6 14 2 8 20 20 15 20 21 21 9 23
split_gain=0.000247618 0.000915876 0.00841056 0.000998199 0.001646 0.000701348 0.00083038 0.000630294 0.00216883 0.0213394 0.0110198 0.0108403 0.00495099 0.00171095 0.00599848 0.00588115 0.000743424 0.0085292 0.0199667 0.00385058 0.00462821 0.00293383 0.00222679 0.00188163 0.001436 0.000609664 0.00334405 0.0041191 0.00351615 0.0014292
threshold=0.081765000000000018 86.162394622750014 85.812895065800021 96.959242474650011 80.468240302450013 18.844955932300003 104.51649827935002 0.085820000000000021 146.83961421510003 0.084360000000000018 63.705703859100005 109.96062599345002 203.00435256470004 0.086030000000000009 81.514192512750014 142.34057910165004 205.10400128480003 0.091935000000000031 16.100376182700003 271.76753865565007 175.11059598075002 7.8438787148500007 32.724174661450007 40.040005255000004 37.408632939650005 39.685256516350002 1.0757446953500003 1.2199730554000003 194.04304600165003 0.10249000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -3 8 -2 -10 -11 12 -12 -9 15 -15 22 -18 19 -19 -21 23 24 -22 -16 29 28 -28 -27 -24
right_child=7 3 -4 4 -6 -7 -8 13 9 10 11 -13 -14 14 16 -17 17 18 -20 20 21 -23 25 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00065370907066489748 -0.00030275031170298857 0.00063368587260050058 -0.04796290008468982 -0.0060034973860063233 0.0004163269289332269 0.00082617370760198951 0.0062284573497912712 0.0056220869172162961 -0.0008456201954835387 -0.10066746502183842 -0.10034881881334885 0.10005187269881577 0.021779639359924354 0.0058942053586542639 -0.10021292351913152 -0.10036986945069758 0.00010441485449799492 -0.10022490173991459 0.068473683680691913 0.098660232016103452 0.097757035357714545 -0.095845678345905794 0.0029638878457468178 -0.056020364548265068 0.00041927332644386506 -0.10018394263823985 0.086990532156526745 -0.00016913366908408783 -0.00082432227722439443 -0.00054418438029225826
leaf_weight=1.0125860558409332 3.0488788173778274 0.50400122070476683 0.039026321410346898 0.54308815191857496 1.5092671642720201 7.1242295962001663 0.56009381399870506 0.53411034496074705 0.54086528344019535 0.034542611488120656 0.0092507564395356567 0.0063754663569852701 0.0051770381259887985 0.0093382411832888534 0.0036448312603231106 0.011776130987755096 0.54547564332656939 0.02586872818275765 0.012245826240359747 0.0022074715125626207 0.0015596393653272145 0.0072526563135397737 2.1601130500862959 0.0016244776956639839 0.0023209993960335851 0.0068570585554067476 0.0054234677431875813 22.18384666551345 0.0074109074404447028 2.5116621832660453
leaf_count=521 237 148 29 167 504 225 58 52 121 32 34 5 24 24 52 34 176 78 18 10 20 50 277 22 3 10 19 876 37 171
internal_value=-1.08872e-06 0.000400974 -0.0024094 0.00068957 -0.00128247 0.00118385 0.00357853 -0.000144413 -0.00138142 -0.00689748 -0.066039 -0.00854054 -0.0565262 1.64345e-05 -9.2445e-05 -0.0533725 -5.15034e-05 -0.00354408 -0.0427524 -0.0781185 -0.0328912 -0.0607155 2.5963e-05 0.0193026 -0.0610621 3.95234e-05 -0.00017895 -0.00014783 -0.0485757 0.00107786
internal_weight=42.9701 11.2923 1.05161 10.2407 2.05236 8.18832 1.0641 31.6778 3.64509 0.596211 0.0553459 0.0208033 0.0144278 28.0327 27.4986 0.0211144 27.4775 0.596234 0.0507588 0.038513 0.0126442 0.0104368 26.8813 0.00318412 0.00596583 26.8753 22.2035 22.1893 0.014268 4.67178
internal_count=4034 1652 550 1102 671 431 206 2382 453 216 95 63 58 1929 1877 58 1819 374 198 180 102 92 1445 42 55 1390 942 895 47 448
is_linear=0
shrinkage=0.1


Tree=443
num_leaves=31
num_cat=0
split_feature=12 9 2 10 10 6 8 20 9 21 17 22 9 6 20 7 21 6 18 5 5 6 22 18 21 8 6 8 22 7
split_gain=0.00029498 0.00140006 0.000588993 0.000258142 0.00108743 0.00128364 0.000732189 0.00317319 0.0441533 0.00252441 0.000893591 0.000698997 0.0011132 0.000547486 0.00243125 0.00317087 0.000977742 0.00105849 0.00095974 0.00696058 0.0164288 0.016888 0.00422179 0.0116255 0.00149161 0.000848508 0.000497715 0.000823358 0.00221178 0.00405769
threshold=82.696898122450008 192.57902085675002 62.922191810850009 62.009286778800011 61.998532946250002 16.445384243750002 8.4434108459500017 40.633548727200008 187.45330412110005 10.959760372700002 195.18216166535004 -0.082424999999999998 205.22231928645002 16.465384711100004 41.50623664750001 24.024273989350004 9.6671863198000008 16.545386580300001 13.303774303900001 22.387336278850004 21.454033346250004 16.375382608200002 -0.087234999999999993 13.24088655595 15.803805445550003 8.7431769115000026 16.455384477450004 8.4434108459500017 -0.096529999999999991 23.864758692950002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -9 11 -10 12 -8 18 16 -16 17 -15 19 20 21 -5 23 24 -22 26 27 -20 -29 -30
right_child=2 -3 3 13 5 -7 9 8 10 -11 -12 -13 -14 14 15 -17 -18 -19 25 -21 22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00084469087715899598 0.0023965160962879208 -0.0054162190720052133 0.00036328160802157538 -0.069766102397102389 -0.0001337274199361114 0.0068988034918457813 -0.0057072344630608868 0.0012177943349520153 -0.10067176546884321 0.0051170983039701091 -0.074767838415104509 0.00055736631247422033 -4.6850878458342547e-05 0.0037694172963292482 -0.010324908727505043 -0.0010206506003088993 -0.0014813748835035964 -1.9691758799058643e-05 -1.6873733797132171e-05 0.00058124616851784302 -0.10012594130315128 0.047669031537846046 0.10008714446928646 0.10006358126204072 0.0046426581854930099 0.0038427840503271627 0.0029141011763633372 0.0011970727558073854 0.0012443172697909728 -0.010779513266106292
leaf_weight=1.0200963979070881 1.0420227873819374 0.54959723338876632 2.5462320282436823 0.024180347217785392 0.50394033796328475 0.53519825210059935 0.53093318896109964 0.53080224535176412 0.036283508473147208 1.0732334055799126 0.021038889563353536 3.484616911470241 1.0053201756436463 1.0421156439770123 0.57232905695250469 1.017406743896881 2.5323326784236997 2.5201121022306268 18.023283497529235 1.022989676549187 0.004594445190946205 0.024810288152366411 0.025722183703010271 0.010754428788288806 0.0019296652171760798 0.54306590137735966 0.51316192593731003 1.0658560990859771 0.5272186074835179 0.60017432306949559
leaf_count=48 37 83 191 37 17 27 21 330 24 36 31 87 35 28 113 23 35 69 2286 78 64 36 19 8 4 45 5 92 19 106
internal_value=-1.878e-06 -0.00134744 4.91621e-05 -1.14729e-05 0.00042145 0.00348831 7.61166e-05 -0.0011659 -0.00778636 0.000714919 -0.0911643 -0.000226067 -0.00200309 -0.000159287 -0.000887583 -0.00437032 2.08726e-05 0.0010888 9.06908e-05 0.00295058 0.0292988 -0.0102935 0.0744062 0.0361756 -0.0691381 -5.92063e-05 -0.000161429 -0.000239496 -0.00206892 -0.00515664
internal_weight=42.9514 1.56969 41.3817 40.3396 10.2676 1.03914 9.22846 3.13436 0.588125 6.0941 0.0573224 5.02087 1.53625 30.072 7.6843 1.58974 6.09456 3.56223 22.3877 1.11498 0.0919914 0.0489906 0.0430007 0.0172785 0.00652411 21.2728 20.7297 20.2165 2.19325 1.12739
internal_count=4034 131 3903 3866 799 44 755 576 385 179 55 143 56 3067 268 136 132 97 2799 246 168 73 95 76 68 2553 2508 2503 217 125
is_linear=0
shrinkage=0.1


Tree=444
num_leaves=31
num_cat=0
split_feature=19 20 5 23 23 6 13 3 22 15 3 22 16 23 10 7 2 20 20 20 22 17 18 5 3 3 0 5 7 17
split_gain=0.000339105 0.000966789 0.000279403 0.00144693 0.00119913 0.0172976 0.00388507 0.00089076 0.000867408 0.000805243 0.00112512 0.00268005 0.000389196 0.00529521 0.00151673 0.000536614 0.0064816 0.0125103 0.00331317 0.00213793 0.00287719 0.00151184 0.00121535 0.00115238 0.000404684 0.000998002 0.000726623 0.000675309 0.000867562 0.00138203
threshold=14.651182102100002 42.779078631750004 23.730745871350006 0.11082500000000002 0.092260000000000023 16.495385412050002 117.38883580790001 93.69276584615001 -0.037054999999999998 41.492094664050008 93.921284787200008 -0.093879999999999991 22.674946976100003 -0.55648999999999993 61.998532946250002 22.545611589100002 74.580378076100018 41.827117825850003 44.262924377150007 39.525197829750006 -0.077085000000000001 162.57770630285003 13.154691941050002 21.788492303450003 93.281431752200021 93.458869988800004 86.420486603250012 21.955793948900006 23.203497038450006 192.77618096940003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 4 5 6 8 -6 -4 12 11 -11 13 -1 -14 16 -15 19 -19 20 23 -17 -20 -18 26 -26 -23 28 29 -28
right_child=1 -3 3 -5 7 -7 -8 -9 -10 10 -12 -13 14 15 -16 21 17 18 22 -21 -22 24 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.089319655811103502 0.0046482697522920256 -0.0013838966537198416 -0.019919949910319635 -0.0057167764874188291 0.0030913873618600087 -0.00042064745154001297 -0.10028338325207441 -0.00070099447035757887 0.091142484563871168 0.00022506822891230223 -0.00017558443264430637 0.0085784366492354294 -0.0057267599972357121 0.0002354587992271306 0.0018169846604407091 -0.10003768393117506 0.024416127649463111 -0.10030322401100092 0.071392051566937495 0.09959066922861716 0.090549976642202656 0.0026283921460856854 -0.043224797172517399 -0.10008417385300723 -0.0036907034615730411 -0.00022920275407218232 -0.00062999793227091778 0.0019292930112252027 -2.0231216226111319e-05 -0.0065345111576734297
leaf_weight=0.0066279633747957636 0.55503146177738816 0.50968362395397548 0.0019455540810590088 0.529356479343292 1.0455883142345377 0.52174329582963042 0.021941509724463515 1.5193070390374641 0.001101267103542857 1.0106730057987077 1.9135635037164318 0.6195048082772695 0.53870272988386492 0.52694639692154011 0.52750897215446457 0.0015143671846961073 0.0014402769124586814 0.0057775492818956664 0.0020809023385854886 0.018313972751265339 0.0039203469403077673 1.0370250302539634 0.001665657243620472 0.0015366665918760125 1.0464185783785058 4.0823568545720264 1.5312664234873126 1.5907578204907213 23.228485574272568 0.53488287159227343
leaf_count=13 65 12 54 38 31 497 92 54 15 18 24 101 53 54 32 152 21 34 64 20 24 24 121 20 23 82 72 51 2119 54
internal_value=-1.72658e-06 0.00176065 -4.654e-05 -0.000883591 -6.13599e-05 -0.00431331 -0.08559 0.000844983 0.0202233 3.31779e-05 0.00146903 0.00339954 -0.000113513 -5.3862e-05 -0.00199449 -7.14843e-05 0.00299349 0.0448336 -0.0528075 0.0817197 0.0342681 -0.000123569 0.0204353 -0.0398496 -0.000118991 -0.000935449 3.09756e-05 -6.92121e-05 -0.000194896 -0.00215855
internal_weight=42.9367 1.06472 41.872 3.64098 3.11163 0.546732 0.0249883 2.5649 0.00304682 38.231 3.54374 1.63018 34.6872 33.621 1.06621 33.6144 0.561682 0.0347354 0.00952411 0.0252113 0.00689729 33.0527 0.00374656 0.00297694 33.0512 5.12878 27.9224 26.8854 25.2946 2.06615
internal_count=4034 77 3957 781 743 658 161 85 69 3176 143 119 3033 2948 85 2935 358 304 219 85 65 2577 185 41 2425 105 2320 2296 2245 126
is_linear=0
shrinkage=0.1


Tree=445
num_leaves=31
num_cat=0
split_feature=19 20 4 23 7 16 9 15 21 19 20 18 15 18 19 12 6 23 20 13 15 3 22 20 7 22 0 17 22 20
split_gain=0.000275092 0.000785825 0.000267582 0.00174694 0.00107236 0.0167807 0.00595477 0.00135258 0.000978766 0.0106386 0.00256174 0.00205999 0.000907174 0.0151113 0.0070014 0.00892689 0.00716242 0.0008811 0.000817223 0.000745221 0.000648564 0.000583479 0.000567697 0.00899222 0.00942598 0.0137402 0.00532289 0.0266333 0.00971837 0.00976701
threshold=14.651182102100002 42.779078631750004 244.52697497700004 -0.52484999999999993 22.977992916200005 22.624947093000003 184.85936449530001 30.807603489900004 0.17201659740000003 13.751109481500002 37.311503175250003 15.534338342150003 25.621990087700002 16.869810935650005 10.550851274900003 198.57093999515004 13.65531905435 0.41214500000000009 43.752965619700007 104.19119484555002 24.719476717350002 81.589327342850012 -0.101395 38.478081868400004 24.202871501750003 -0.102645 86.692020874450009 189.95176274255002 -0.11963999999999998 41.535369675400013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 20 9 10 -6 -12 13 14 -10 -16 21 22 19 -14 -4 -17 23 24 -5 -26 27 28 29 -25
right_child=1 -3 4 17 8 -7 -8 -9 12 -11 11 -13 18 -15 15 16 -18 -19 -20 -21 -22 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-0.10005200806387844 0.0041966997852257932 -0.001244340211392568 0.010879644328994119 0.081917140416134876 -0.10013010557055886 -0.00056331918415266442 -0.10035646759785866 0.091757004790357366 0.090598976407560233 0.070398039874708676 -0.070563008570770733 0.045600283481882498 0.0034707065315188398 0.00064595703080037761 -0.10041436490492971 -0.1000598929505028 0.069749248283363638 0.0041931747181087218 0.0037425104448747686 -0.00036020752342685153 -0.084574733083558243 -0.01652725984079036 -8.4600694474645092e-05 -0.057293957535997989 -0.10014542167794747 0.098782889611075508 3.4618691442031607e-05 0.1000274596755967 -0.091920253155030773 0.085656490995904416
leaf_weight=0.0017391464111743407 0.55337097725828133 0.51013542998332184 0.0023904351483935429 0.027380077377327061 0.0059123673182088776 0.51312192858073757 0.023579402650739212 0.0016963824548028583 0.0028833521131459419 0.016525241971976357 0.002831020701705711 0.0033132410031663229 0.52569840849320826 0.51359380719736325 0.029388958316197034 0.0044107616498485491 0.0067905361486850779 0.53400537755896849 0.53593579343965103 14.902211627694095 0.0010136394277087124 0.0010318207431865289 21.540568269994498 0.0092915936923532172 0.0084268392792168356 0.0059053875411336785 2.5935443516535868 0.028890793239952473 0.01468140164627163 0.0098426290700572849
leaf_count=62 65 12 205 136 148 50 30 16 51 29 22 36 68 466 99 101 11 32 56 535 68 36 1037 73 64 2 370 19 17 118
internal_value=-1.48288e-06 0.00158678 -4.18283e-05 0.00016816 -0.000346193 -0.00472398 -0.079164 0.0188089 -0.000202881 0.0182863 -0.0531398 -0.00792294 -0.000234866 -0.0041979 -0.0600961 -0.0705355 0.0012459 0.000175196 -9.63176e-05 -0.000229671 -0.017544 -0.0842235 8.66746e-05 0.00145414 0.0475241 -0.0181799 0.000730681 0.0295199 -0.0307191 0.0162396
internal_weight=42.9301 1.06351 41.8666 24.7743 17.0923 0.541802 0.0286799 0.00510046 16.5505 0.0285819 0.0120566 0.00614426 16.5219 0.558099 0.0445054 0.0416221 0.0122331 24.7725 15.9638 15.4279 0.00340407 0.00544258 24.2385 2.69796 0.0417123 0.0143322 2.65625 0.0627064 0.0338156 0.0191342
internal_count=4034 77 3957 1930 2027 369 319 289 1658 235 206 58 1423 764 298 247 148 1868 659 603 273 137 1836 799 202 66 597 227 208 191
is_linear=0
shrinkage=0.1


Tree=446
num_leaves=31
num_cat=0
split_feature=12 9 2 20 0 6 3 18 20 5 15 18 23 12 16 16 22 7 22 20 20 2 22 16 16 3 16 3 13 13
split_gain=0.000242545 0.00114092 0.000479379 0.000355435 0.00777841 0.00844286 0.0140761 0.00308313 0.00304272 0.000325617 0.000322658 0.00572207 0.00630222 0.00422836 0.00392203 0.00427677 0.00146411 0.0014387 0.00322094 0.00233136 0.00208371 0.000547424 0.000540873 0.00478727 0.0110456 0.0062659 0.00352476 0.0121215 0.00753168 0.000745139
threshold=82.696898122450008 192.57902085675002 62.922191810850009 36.620308449100001 93.692765846100016 15.115353167800002 89.695028606150018 13.012604996900002 35.171584490050009 17.195729971700004 20.729785921300003 15.981927061500002 0.098105000000000026 87.111491403900018 12.644970430600003 9.719977270450002 -0.25236500000000001 25.748884604400001 0.059320000000000012 41.942745071500006 42.47354681640001 71.99970061785001 0.13006000000000004 22.824946625350005 22.584947186600004 93.14163192940002 20.514952027100005 87.162501047250018 109.72404167800001 104.79878638300001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 -7 8 -8 -6 11 -5 14 -12 15 -13 -14 -16 19 -19 -21 -15 -23 24 25 26 27 28 29 -24
right_child=2 -3 3 10 9 6 7 -9 -10 -11 13 12 16 21 17 -17 -18 18 -20 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00076043096806799511 0.0021641842199363148 -0.0048868641923510573 0.093937517274469792 0.00038182369489760744 0.0011522698962488124 -0.049447634893088108 0.067835004721518641 0.094940395196237662 -0.10008438862043234 -0.0019311772165280308 -0.10022606081087893 0.075662071146037277 0.016273660244799187 -0.0032220078858588908 0.09892240102318936 -0.10006928416815147 -0.082737063862542037 -0.078489487732518071 0.099323026374610046 0.099595836682396466 -0.054674498647560979 -0.0001212669046239607 0.018004238126094623 -0.00059305034128365793 0.083721936483660817 -0.060285097384837866 0.05485614453747361 -0.10015415079162922 0.10019304533237061 -0.03469122701812237
leaf_weight=1.0194693407472915 1.0403757331269066 0.55114869211311646 0.018229156955993475 1.5169462345908382 1.0209517085011866 0.019073184208536986 0.0026689388058116484 0.014384462513614693 0.0018115304019907796 0.51535445807036429 0.0042197017429391739 0.0026070190001296614 0.0022710374521963672 0.5595534821959437 0.012673967232323946 0.0029542528624980635 0.0043623390087801908 0.0023620100009509315 0.0067966710827249699 0.0025850163189033992 0.0013239427518847435 35.961306519760129 0.0041100454647126083 0.54588403429853827 0.023218668211484328 0.012549946627636643 0.017512630205601454 0.0088594111280144716 0.010412442963570356 0.0077309364060056396
leaf_count=48 37 83 28 378 254 19 76 50 44 39 45 329 19 49 21 152 41 22 16 7 58 2062 29 14 23 18 18 26 2 27
internal_value=-1.54003e-06 -0.00122127 4.47974e-05 -9.91249e-06 0.00145425 0.0380059 0.0111309 0.0723781 -5.76806e-05 0.000117926 -7.01457e-05 0.00134116 0.0397018 -0.000129206 0.0584645 -0.0176898 -0.0488392 0.074917 0.0516347 -5.13474e-05 0.0473453 -0.000117837 -7.03684e-05 0.00283371 0.0249989 0.00271107 0.01897 -0.00122939 0.038154 -0.0164005
internal_weight=42.9137 1.57062 41.3431 40.3027 1.59247 0.0561673 0.0379381 0.0188649 0.00448047 1.53631 38.7102 1.55488 0.0379363 37.1554 0.0313029 0.00556127 0.00663338 0.0257416 0.0130676 0.00627097 0.00390896 37.1511 36.5916 0.630278 0.0843941 0.0611754 0.0486255 0.0311128 0.0222534 0.011841
internal_count=4034 131 3903 3866 510 217 189 170 120 293 3356 1043 665 2313 605 481 60 124 103 87 65 2268 2219 157 143 120 102 84 58 56
is_linear=0
shrinkage=0.1


Tree=447
num_leaves=31
num_cat=0
split_feature=20 12 21 9 7 2 5 8 20 21 8 20 21 12 21 10 23 17 5 17 18 3 13 9 18 7 16 15 16 2
split_gain=0.000222077 0.00835659 0.00204203 0.0116406 0.0093034 0.00732483 0.00625122 0.00331472 0.00268459 0.00243749 0.00152805 0.00109272 0.0204649 0.00108201 0.00205794 0.00105646 0.00393701 0.0142789 0.00659417 0.0032292 0.00348669 0.00210725 0.0132086 0.0121496 0.00598195 0.00197845 0.00142423 0.00138813 0.00103729 0.000880956
threshold=40.003678352300007 77.955876436550014 1.8400491212500001 192.98754432855 24.607636026300003 135.72285180265001 22.387336278850004 7.943800736700001 41.178189531300006 1.1012217428500002 8.4434108459500017 40.241071441700008 2.0502020052500005 221.60958460755003 2.3925196316500004 69.999384342500022 0.07745500000000001 198.10578792550004 20.374719724350005 188.83172615260003 11.644643452600002 83.326071295150015 109.46594969745001 209.86393725660002 15.343833331950004 23.822419043000004 18.734956189500004 33.593648142250011 22.604947139800004 72.043920985000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 -2 3 7 6 -6 -5 -3 -8 -7 -11 13 -13 14 -4 16 17 18 -1 20 -20 -17 23 24 26 27 -23 -18 -29 -14
right_child=1 2 11 4 5 9 8 -9 -10 10 -12 12 29 -15 -16 21 25 -19 19 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.095480060364327865 -0.080197280100670898 0.050081353223658934 -3.2092108309573065e-05 0.097818213474320348 -0.10015140288344247 0.079591956915771131 0.056336256238896792 -0.096442586025895477 -0.035505533143807694 -0.090200437664771149 0.03947710133005522 -0.088988513712160378 0.0040864461067063916 -4.1375903544760363e-05 -0.0089567288751451601 0.00014359419621904026 -0.0041869302039111564 -0.06198207942936327 0.10001267807568973 0.075420480528872277 -0.10005643204863997 -0.060712706804835773 -0.00056917487788883626 0.017966389627974075 -0.0008624791025936213 0.0067299703482289327 -0.10032726509261923 0.0051448566176370003 0.0004492738510246167 2.1152525609403654e-05
leaf_weight=0.022584175749190361 0.013029872964692824 0.001837042666280265 0.50010028091491043 0.022902397064171964 0.0071839718530668497 0.0052136591403879606 0.0063649833391536959 0.009676728725025896 0.0063658463901390405 0.0018665128379780072 0.0017706959558836388 0.025810373529604358 0.54276016943382188 1.0096102250225381 0.5345513364023935 5.1197465099731323 0.55480878576698511 0.011720895650796592 0.0011087763123214245 0.0028488825571759691 0.0040630982083378342 0.013154263962817825 0.52333854557173254 0.021173895871470449 0.0096630354950093533 0.57460757323133282 0.029269087780448899 0.55920437752502072 2.9644765508655837 29.804721598737778
leaf_count=24 43 121 3 39 22 22 15 15 33 34 7 44 91 18 47 611 132 6 3 8 154 25 26 33 25 67 64 48 73 2181
internal_value=-7.94031e-07 -0.000129577 -9.74569e-05 0.0178628 0.0381251 -0.0251314 0.0665903 -0.0730644 0.0104122 0.03576 -0.0270697 -0.000132461 1.816e-05 -0.00237037 -0.00464299 0.00040112 0.00151256 0.0318734 0.0678177 -0.0100718 -0.0571645 -0.00051182 -0.00613629 -0.0459053 -0.0718701 0.00123639 -0.0880439 0.000462412 0.00119446 9.38597e-05
internal_weight=42.9055 32.4938 32.4807 0.0631818 0.0516681 0.0160348 0.0356332 0.0115138 0.0127308 0.00885087 0.00363721 32.4176 30.3733 2.04426 1.03465 10.4118 4.69542 0.0423258 0.0306049 0.00802076 0.00517187 5.71635 0.596599 0.0732603 0.0520864 4.6531 0.0424234 4.07849 3.52368 30.3475
internal_count=4034 2735 2692 308 172 85 87 136 48 63 41 2384 2316 68 50 1299 515 195 189 165 157 784 173 147 114 320 89 253 121 2272
is_linear=0
shrinkage=0.1


Tree=448
num_leaves=31
num_cat=0
split_feature=7 17 21 5 4 20 5 17 7 21 21 21 10 7 22 23 23 2 22 17 7 18 6 16 19 15 22 5 3 7
split_gain=0.000227499 0.00637745 0.0134607 0.0169122 0.00869034 0.00716043 0.00279222 0.00266672 0.000734487 0.00185202 0.000465978 0.00101982 0.000965304 0.000437034 0.0003274 0.00557641 0.00264805 0.000634006 0.000569782 0.00140529 0.000379055 0.00170969 0.00087947 0.0036801 0.000578827 0.00294881 0.000528636 0.00044099 0.000407026 0.00142421
threshold=22.721067571950005 188.19076296340003 5.4279412736500001 21.955793948900006 194.89319003730003 41.827117825850003 20.769304081650002 189.50863627480001 22.907491544400003 9.5720034845500006 5.3866163921000005 2.5447591590000003 62.036171360100006 22.589037079550003 0.26941000000000009 -0.5351999999999999 -0.27628999999999998 41.467794892200004 0.10957500000000002 200.79056394860001 23.085048345000001 13.258241318650002 16.525386113000007 22.594947163200004 14.451165964200003 38.098890576000009 -0.041369999999999997 21.500664456800006 93.090551224900011 23.445318439400001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 6 13 -6 -3 -5 9 -2 11 -1 -12 -4 15 -10 -17 -18 20 -20 21 -19 24 -24 28 26 27 -26 29 -22
right_child=8 2 4 7 5 -7 -8 -9 14 -11 12 -13 -14 -15 -16 16 17 18 19 -21 22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-6.6029393667473437e-06 -0.0068653396272998872 -0.03393982328694075 0.077434615632742745 0.088643692615435185 0.051089657769376642 -0.10015450686481774 -0.10067648508372545 0.017491335179946995 0.098140300664692037 -0.00012680730808878405 -0.004661578823557601 0.0048187499391599475 0.00055116904314021862 0.10010288608749372 -0.0024574951631491982 -0.070462577477235971 0.027569651210167741 -0.00095587183223914518 0.0057748637212225763 -0.0013976336101538358 0.0036382982693627681 0.005897043914017075 8.914291340305528e-05 -0.0091553116891758806 -0.0039364807930022993 0.0076175882419872278 0.0010317723605419687 0.00021407893369073424 -0.0008564826698768198 -8.2705757735329236e-05
leaf_weight=2.4325011407045878 0.55310731511652678 0.012424448354747208 0.015209914856541218 0.010787274126641933 0.0084937238630971024 0.004957186823308036 0.012654945021495223 0.01029395327363769 0.0057960320673434698 1.5531883950516769 0.54627378094126311 0.53417415080460751 1.015891832043772 0.019293724821181968 0.52369862443901283 0.0053258338650924433 0.0083731079940453368 1.0209738782507702 0.56326994208042325 0.53037881953486021 1.0827483896653927 0.56581027203129242 2.035567956647355 0.546164026812196 0.52374224946470371 0.60453730478201162 1.5185487562848732 0.50071714818477631 5.5506143052328474 20.573284287541856
leaf_count=334 53 24 15 14 14 50 18 26 7 55 223 188 199 29 129 22 2 27 137 66 120 55 42 59 38 103 16 2 81 1886
internal_value=-1.01802e-06 0.0006616 0.0264264 -0.0121199 0.0635307 -0.00464973 -0.0676148 0.0539 -8.10699e-05 -0.00189633 0.000126174 0.000862241 -0.00127168 0.0901102 2.46689e-05 6.11464e-05 4.51916e-05 5.57324e-05 4.92641e-05 0.00229647 -2.19254e-05 0.00148772 -9.46569e-05 -0.00186652 5.6046e-05 0.0013399 -0.000152462 -0.00190784 -9.24837e-05 0.000103335
internal_weight=42.8888 4.62296 0.0941152 0.0461606 0.0479546 0.0134509 0.0250794 0.0210812 38.2658 2.1063 4.52884 2.96668 1.56217 0.0345036 36.1596 35.6359 35.6301 35.6247 35.6164 1.09365 34.5227 1.58678 32.9359 2.58173 30.3542 3.14755 2.54301 1.02446 27.2066 21.656
internal_count=4034 1134 190 82 108 64 42 40 2900 108 944 522 422 44 2792 2663 2656 2634 2632 203 2429 82 2347 101 2246 159 56 40 2087 2006
is_linear=0
shrinkage=0.1


Tree=449
num_leaves=31
num_cat=0
split_feature=12 23 20 18 23 20 20 23 9 7 12 23 15 15 2 23 22 8 16 16 20 13 2 21 13 0 21 7 7 8
split_gain=0.00027579 0.0029058 0.00251871 0.00240345 0.00219652 0.0116761 0.00441338 0.0041536 0.00170207 0.00241945 0.00139002 0.00405344 0.000957965 0.0130098 0.0116644 0.00575963 0.00572265 0.00362655 0.00248938 0.004534 0.00145522 0.00107485 0.000871719 0.000807485 0.00211097 0.00116104 0.0122722 0.00958963 0.00741512 0.00705246
threshold=149.09269374785001 -0.41441 32.724174661450007 14.104086706500002 -0.10565499999999999 40.280372415600006 33.151194885250007 -0.11012 189.78071820640002 22.407814303000006 144.57070813310003 -0.09053499999999999 25.621990087700002 20.903251014350001 174.09315058345001 -0.43377499999999997 -0.068964999999999985 8.0437227585500022 12.644970430600003 9.719977270450002 48.778770352700008 95.986020631400024 130.44142995155002 1.9176293050000004 109.49014582065001 85.812895065800021 13.468412773100003 22.356277907050004 22.181995028450004 8.543332867800002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -7 9 -4 11 -8 13 18 -15 -14 17 20 19 21 -16 -2 -17 24 -13 26 27 28 29 -25
right_child=12 2 4 -5 6 7 10 -9 -10 -11 -12 23 15 14 16 22 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10006726681994367 -0.017848099520523387 0.0094200336798976273 -0.052130537455481296 -0.1001764435642447 0.095851071073785307 -0.10034327609465546 -0.043768363015613196 0.093814630811634797 0.089031452065797545 0.0769291562402796 0.0052360660353982747 -0.0068493528108404481 0.096557612345865684 -0.095793144891778162 -0.10002879820192759 -0.0041427449869532928 -0.10005456774834443 0.085058427325604896 0.00090720316544416714 -0.10013095715829608 0.039265094492972386 0.09905514897748903 -6.130387899581974e-05 0.078496775623341217 -7.7743303019668647e-05 0.00027536000455991732 -0.00018166598494708753 0.074193283064749413 -0.10013108655862556 -0.078484233285884372
leaf_weight=0.0028855098269059401 0.0014297124093154423 0.0034076820432032973 0.002413524716055159 0.0048472531640753047 0.0048301055430809417 0.0071511748277242049 0.021032456490558071 0.0013025163601696477 0.013918667656071193 0.0036482198775047436 0.54362636616359949 0.56549336977524989 0.0061591958555621265 0.027668665210720533 0.001813685797309895 0.53592723502572326 0.0033211137775157615 0.0080131473196161096 0.51919453462989473 0.0062782333199922213 0.0012788448322244017 0.0017481649371191565 22.207252461155726 0.0095163204161029524 2.4762414646909292 15.331642091571387 0.51886380502604368 0.041800145375646025 0.0062721976810280458 0.0040926245109176316
leaf_count=85 386 28 47 35 4 121 35 8 22 5 66 151 9 141 81 31 59 16 258 252 56 12 1054 87 104 773 20 28 18 42
internal_value=-5.4123e-07 0.00027634 0.000291143 -0.0549344 0.00031446 0.028088 0.00027401 -0.0704281 0.0697701 0.0255432 0.000250358 0.000107519 -0.000232814 -0.00427925 -0.0577825 -0.000131295 0.0151168 0.0495583 -1.88849e-05 -0.0508664 -0.042427 0.0464609 -0.00015748 0.000156207 -0.00133666 0.00044158 0.00483129 0.0470003 -0.0101729 0.0312878
internal_weight=42.8831 19.563 19.5601 0.00825494 19.5518 0.0284341 19.5234 0.00845369 0.0199804 0.00606174 19.5186 18.975 23.3201 0.570746 0.0420955 22.7493 0.0144268 0.0111057 0.528651 0.00945611 0.00309253 0.00317788 22.7432 18.9539 3.04173 15.9122 0.580545 0.0616813 0.0198811 0.0136089
internal_count=4034 1679 1594 63 1531 203 1328 129 74 52 1324 1258 2355 1261 353 1094 212 153 908 650 137 398 1085 1223 255 968 195 175 147 129
is_linear=0
shrinkage=0.1


Tree=450
num_leaves=31
num_cat=0
split_feature=5 10 10 7 22 20 18 17 18 12 16 3 20 22 20 13 5 2 5 20 8 12 20 9 5 6 2 18 21 20
split_gain=0.000306704 0.00276853 0.0043116 0.00387841 0.00287418 0.000711441 0.000205612 0.00178777 0.00177603 0.00088822 0.000650228 0.000674153 0.00324025 0.00228102 0.010837 0.0103672 0.00536205 0.00232457 0.00094044 0.00569286 0.000525262 0.000740208 0.000533881 0.00149153 0.000574688 0.000516097 0.00148184 0.0198616 0.0109576 0.00891228
threshold=13.264960807550002 81.320481529800006 79.836452641800022 28.8637720374 -0.16276499999999997 47.709122305950011 13.455547561900003 193.50449793755004 13.531614672700002 63.174563425750001 22.654947022900004 93.14163192940002 32.724174661450007 -0.23349 39.792680591700012 104.08096806215002 14.285627908 168.84984911130002 22.327062271350005 33.41579758040001 8.543332867800002 82.696898122450008 40.098777110850008 217.73656073310005 20.374719724350005 16.355382140900002 72.043920985000014 13.376114027300002 12.510904521150001 35.419594101850009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 25 -8 -10 11 12 -11 14 17 16 -16 -14 19 -15 21 -21 23 -22 -24 26 -2 28 29 -28
right_child=6 -3 -4 -5 -6 -7 8 -9 9 10 -12 -13 13 18 15 -17 -18 -19 -20 20 22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.027260678134644736 0.0018520954139696186 0.0010243668375632851 0.089093113942308566 0.1000227549154428 -0.10006198876116368 0.078604706926290263 -0.0057734328562064601 0.0058462022528420303 0.031217494952752625 -0.074124875986391489 0.0033364472788982632 -0.0035805924163958775 -0.10006676050346897 0.082887527113873177 0.087408342219622445 0.084267777188686277 -0.10010419589345632 -0.017407861503527491 -0.0041275868416339179 -0.0039404203498151612 0.0065693835871612795 -0.00013511110309597245 -0.0026301938067727171 -0.00093983912287696906 0.00120074815528742 0.00020170536720507724 0.014257011298127415 0.0014257964417095314 0.023595220919981202 -0.092057398941000096
leaf_weight=0.0010896956257582247 0.51573894623653938 0.5109493423178133 0.0091588073657451474 0.0024324986788997194 0.0040642723558189653 0.0015206014033914972 0.56116555813892688 0.55027609403151601 0.0090618277317798812 0.0059102791635322607 0.53991381767082103 0.56678212973530762 0.0058091801448848521 0.008279738460241215 0.0021025416615429995 0.025231239721961174 0.0055517886662359572 0.008211278325475746 0.57033946239445299 0.52494913573810364 0.55391352774313352 19.488534587885937 0.52610838038890539 0.506267672382819 1.531384174427785 15.256810772068055 0.0094473824501175585 0.50761964255401892 0.014230894907624858 0.04768059852456652
leaf_count=31 21 817 72 14 189 17 59 60 4 16 76 105 46 10 15 31 76 34 103 36 43 977 45 15 32 876 38 19 27 130
internal_value=-5.64145e-07 0.00239191 0.0406459 -0.00807651 -0.0474725 0.0344101 -3.04671e-05 0.000239885 -0.000210087 -8.45978e-05 -9.60036e-05 -0.000172176 -9.08789e-05 -7.24605e-05 0.0219579 0.0533426 -0.048597 -0.0516564 -0.000116044 -1.71677e-05 -4.68432e-05 -0.000234924 0.00116051 0.00298351 0.000221162 5.12161e-05 -0.00204612 -0.00551854 -0.0549179 -0.0744759
internal_weight=42.8705 0.529215 0.0182659 0.00910707 0.00667457 0.0026103 42.3413 16.9018 25.4395 24.8784 24.8693 24.3294 23.7626 23.7567 0.046906 0.0328856 0.00765433 0.0140205 23.7098 23.1394 23.1312 20.0135 3.11767 1.06018 2.05749 16.3515 1.09472 0.578979 0.0713589 0.057128
internal_count=4034 1140 323 251 237 48 2894 1171 1723 1664 1660 1584 1479 1463 202 122 91 80 1261 1158 1148 1013 135 58 77 1111 235 214 195 168
is_linear=0
shrinkage=0.1


Tree=451
num_leaves=31
num_cat=0
split_feature=5 10 10 7 22 16 18 19 23 23 21 20 4 20 20 10 20 7 9 23 17 2 22 22 23 7 23 23 20 23
split_gain=0.000250471 0.00246569 0.00380677 0.00347759 0.00261554 0.000619203 0.000228457 0.000212119 0.003219 0.00157622 0.00266467 0.000775049 0.000277671 0.00196549 0.00448199 0.000990682 0.000929675 0.000749953 0.00542704 0.00965192 0.000716273 0.000638266 0.00074258 0.00398511 0.000644614 0.00153166 0.000613707 0.000747055 0.000908619 0.000881309
threshold=13.264960807550002 81.320481529800006 79.836452641800022 28.8637720374 -0.16276499999999997 16.859960574100004 16.119790806350004 14.651182102100002 -0.55648999999999993 -0.27628999999999998 1.9425901130500003 42.779078631750004 244.52697497700004 32.724174661450007 33.151194885250007 68.34060567600001 43.752965619700007 22.977992916200005 191.72037998490001 0.088655000000000025 160.21442126885003 189.28685862455004 -0.087234999999999993 -0.033799999999999997 0.11660000000000002 26.950136669150002 0.41214500000000009 0.10791500000000002 34.883496062400006 0.10335500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -4 8 -2 10 -10 -9 13 15 -15 -11 17 -14 19 -19 -16 22 -20 -24 25 -25 27 28 -22 -30
right_child=7 -3 6 -5 -6 -7 -8 11 9 12 -12 -13 16 14 20 -17 -18 18 21 -21 26 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.090219777695817002 0.072175973616512609 0.00092258266012199886 0.062163626500749442 0.1000205894631236 -0.10005609301525778 -0.010236278726090543 0.097915400783554721 0.0039649877638183529 0.04107740521915787 -0.08398063588039667 -0.10008661860094392 -0.0014443780482102341 -0.004190144496753769 0.094917828780614083 -0.060319089357019823 -0.010873033391999375 0.0037290965971086623 0.02621464186652275 -3.4486726768428426e-05 -0.090660813668718809 0.024236493153745736 0.00043200840832669976 -0.00959836502175207 -0.0063363121699366049 0.00057948832877689185 0.00020715043673699772 0.0035168435200834017 -0.003449525632735111 1.1440106784597582e-05 0.0029133817864787788
leaf_weight=0.0010642613789966227 0.0061674607220670854 0.5106081378798869 0.0025632016427650228 0.0022010610682627885 0.0036777113426806896 0.0014490133912659076 0.0059048813447988291 0.55177855318515756 0.0020363038186154139 0.0041177801295891872 0.0038948666870024518 0.50940315541799919 0.53550498175308803 0.0049912628882137202 0.0019589336271356164 0.0033709766816585329 0.53432992546322822 0.011869299577862757 5.0505256032437984 0.017459929723059986 0.015671750167267073 6.7479360225091751 0.57094835614583406 0.55630607112442332 2.0158672060897516 1.0021164404579392 0.53012760253386559 0.58599122767816325 21.970537621167164 1.0988701184544414
leaf_count=19 61 817 44 14 189 29 28 65 42 34 75 12 136 8 117 10 177 33 105 21 29 513 63 53 14 7 32 110 1115 62
internal_value=-6.94056e-07 0.00216497 0.0397907 -0.00794098 -0.0463242 0.0323024 0.0870937 -2.7679e-05 -6.35737e-05 -7.43708e-05 -0.0516218 0.00136831 -6.69605e-05 0.000150676 0.000166522 -0.0510721 -0.000376193 -0.000509069 -0.000385658 -0.0433623 0.000146982 -0.000306601 -0.000848599 -0.00184051 -0.000601285 -0.00212865 0.000151876 7.65158e-05 0.000166021 0.000149669
internal_weight=42.8592 0.527468 0.0168601 0.00839205 0.00619099 0.00251327 0.00846808 42.3318 41.2706 41.2644 0.00593117 1.06118 41.2585 24.2156 24.2081 0.00748876 17.0429 16.5085 15.973 0.0293292 24.2032 15.9437 9.19576 4.14524 3.57429 1.55842 24.2012 23.6711 23.0851 23.0694
internal_count=4034 1140 323 251 237 48 72 2894 2817 2756 117 77 2639 1517 1473 44 1122 945 809 54 1465 755 242 137 74 60 1348 1316 1206 1177
is_linear=0
shrinkage=0.1


Tree=452
num_leaves=31
num_cat=0
split_feature=5 10 10 7 22 20 18 0 12 15 10 17 9 9 23 10 23 22 9 10 3 10 0 20 18 6 0 14 6 20
split_gain=0.000204536 0.00219302 0.00336045 0.00311521 0.00238353 0.000631314 0.000260755 0.000223774 0.000823737 0.00060771 0.00910953 0.016848 0.0155402 0.00693444 0.00498472 0.00293176 0.00113687 0.000924455 0.000617639 0.000551894 0.00449516 0.0275324 0.014406 0.0194062 0.0137149 0.00466824 0.0022661 0.00120549 0.00440473 0.000650296
threshold=13.264960807550002 81.320481529800006 79.836452641800022 28.8637720374 -0.16276499999999997 47.709122305950011 16.119790806350004 96.959242474650011 82.696898122450008 28.504445985850001 71.015621515800021 200.11066131620001 196.64273721640004 195.41812862360004 0.087555000000000022 64.730006406800015 0.079605000000000023 -0.044409999999999998 66.346857137250012 66.590419433100024 83.326071295150015 70.206395618550019 93.55565448145002 37.903039192800001 14.053554955550002 15.255356438950001 89.705782438650019 148.67011998770002 16.575387281250006 39.664548207900005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -4 9 -9 10 11 12 13 14 15 18 17 -12 -2 26 -21 22 23 -22 -23 -25 27 28 -11 -29
right_child=7 -3 6 -5 -6 -7 -8 8 -10 19 16 -13 -14 -15 -16 -17 -18 -19 -20 20 21 24 -24 25 -26 -27 -28 29 -30 -31
leaf_value=-0.028583599385647862 0.039027826023246295 0.00083085597107059733 0.058195526954452514 0.10001863084644735 -0.10005075736452942 0.074413502645678489 0.097462342354317791 -0.0043532994999295237 -0.00023401940927701484 -0.081963217015789513 0.00017260598749705385 -0.10027084214118907 0.084976143366408949 -0.10059826326131918 -0.077704738906317322 0.09515074347568532 -0.00081373287402509813 0.0061352865245208939 -0.046306724691334206 0.00023466986131012873 0.040848571355160131 0.098584138568036994 0.0022602929349284135 -0.10023321626701127 -0.10016733004080021 -0.042341971350559858 0.0061090376877781195 0.0017300149600568641 0.019996991672294993 -0.00014146295428120483
leaf_weight=0.0010421723730402741 0.00132712883061048 0.51030093937097842 0.0024692800893859612 0.0019916394376195967 0.0033278993303136328 0.0013872830000867253 0.0053665883908484702 0.52081829714461125 7.1489242409921259 0.0077997923508615888 0.50350170040750553 0.0081186794574015231 0.045885164716537474 0.0069304888020269564 0.0037506852916858744 0.0068607716192217172 2.0265301128255695 0.53769103107613603 0.0023501956764242493 4.0164628226775667 0.019888070455635787 0.0037867906030442091 0.57000194843794816 0.030831592328013357 0.04175657381261999 0.025408339046407491 0.61850964430232025 2.0112679126503989 0.009275774948491744 24.159784690538071
leaf_count=31 38 817 44 14 189 17 28 34 514 9 35 20 38 3 65 61 80 21 427 30 20 3 69 44 248 25 101 163 37 809
internal_value=-6.2081e-07 0.00195939 0.0389113 -0.00778349 -0.0450754 0.0302305 0.0850884 -2.49724e-05 -0.000513742 8.31921e-05 0.00140917 0.0357897 0.052251 -0.0185147 0.0212983 0.0565351 0.000566134 0.00325184 -0.0155099 -4.90469e-05 -0.00104759 -0.00849353 -0.0031966 -0.0440546 -0.0836418 -0.0740788 0.000126331 -1.49686e-05 -0.0265765 2.36173e-06
internal_weight=42.8533 0.525886 0.0155849 0.00774899 0.00575735 0.00242946 0.00783587 42.3275 7.66974 34.6577 3.14295 0.0752231 0.0671044 0.0212193 0.0142888 0.0105381 3.06772 1.04119 0.00367732 31.5148 4.70814 0.691673 0.64613 0.076128 0.0455434 0.0562399 26.8066 26.1881 0.0170756 26.1711
internal_count=4034 1140 323 251 237 48 72 2894 548 2346 788 652 632 594 591 526 136 56 465 1558 439 409 158 89 251 69 1119 1018 46 972
is_linear=0
shrinkage=0.1


Tree=453
num_leaves=31
num_cat=0
split_feature=4 7 16 23 4 15 16 21 4 18 12 20 12 2 15 23 3 6 16 6 15 16 15 17 23 4 23 7 3 20
split_gain=0.00020974 0.00509059 0.022585 0.00435973 0.0145523 0.00920342 0.00616343 0.00334387 0.00229984 0.00120556 0.00336319 0.00292793 0.000970611 0.00163303 0.000540547 0.00686482 0.00964533 0.0100047 0.00291707 0.00157666 0.000528748 0.00149104 0.000465256 0.000260073 0.00163968 0.000345284 0.00118691 0.00075357 0.000803623 0.000719795
threshold=301.14286992385001 23.150522195450005 22.594947163200004 0.087555000000000022 327.38578912530005 45.169600924000008 20.664951676350004 11.065329869750002 411.83243288320006 13.793345552600002 249.95920607160002 37.137227079750012 255.84286977610003 234.55164812150005 43.030193406950012 0.10932000000000001 91.496295553550013 15.710367070250003 14.074967086600003 10.715250360100002 43.890399822900008 22.644947046300004 45.169600924000008 203.00435256470004 0.091935000000000031 244.52697497700004 -0.52484999999999993 23.109894804950002 93.72771580185001 41.243661560350013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 12 4 9 6 7 -6 -8 -3 11 -11 -2 -14 15 16 17 18 -5 -20 23 -22 -23 25 -25 26 -1 28 -27 -28
right_child=1 3 -4 14 5 -7 8 -9 -10 10 -12 -13 13 -15 -16 -17 -18 -19 19 -21 21 22 -24 24 -26 27 29 -29 -30 -31
leaf_value=-0.10005313981467334 0.099120830692080664 0.097867597951096119 -0.088675445024243404 0.05806535935644596 -0.090950689223159867 -0.088191250603235585 0.0087675213183281992 0.083424583450960516 0.099840801930071554 0.099873468768514148 0.09003607229121377 -0.096291795213377177 0.10007587620446315 -0.029669185584342662 0.00046468133463984176 9.2719012150293525e-05 -0.1005266368235134 0.075602766137885552 -0.0034139677444559348 -0.10017568217469315 -0.0060814914979073686 0.0024954571733818791 -0.0017497374484324931 5.545790137504052e-05 -0.0057267990703118591 -0.0055227379798473489 2.0172662828500893e-05 -8.4148192018754678e-05 -6.4335516973612453e-06 0.0013563045384139018
leaf_weight=0.0011776975052332208 0.02058260973033689 0.016030636544756616 0.00987733468387475 0.0017782016947464072 0.0051620610048780371 0.012023939702203279 0.0043539197940845042 0.0013974160108800038 0.0076353265831130557 0.0011614660563630261 0.0082110269577242434 0.0022061226265176481 0.002290986478328704 0.0016825413035110731 2.5398177183167299 0.50827969283357177 0.016824601223561331 0.0097527692560106516 0.0021130237937825322 0.0082928727177034034 0.54636256527575611 0.51765678233732593 0.51500764190232928 3.5785427720597935 0.56829866318722455 0.55149311246379384 16.841700101662219 10.72829630596266 0.5067673762257674 5.3009490112611202
leaf_count=57 40 18 25 86 242 34 11 165 43 11 5 58 1 109 61 39 42 7 33 89 63 14 47 226 159 114 861 436 86 852
internal_value=-1.09929e-06 0.000780378 0.0390214 0.000361696 0.0274812 -0.020045 0.0241297 -0.0538022 0.0667674 0.0801085 0.055521 -0.0286353 0.0903855 0.0451369 -0.000149458 -0.0030008 -0.0435662 0.000119902 -0.0603004 -0.0805272 -6.37549e-05 -0.00185686 0.000378305 1.06037e-05 -0.000736964 0.000101969 0.000334703 -0.000335278 -0.00288115 0.000340043
internal_weight=42.8357 3.17947 0.0344335 3.14504 0.0581819 0.0305727 0.0185487 0.00655948 0.0119892 0.0276093 0.0115786 0.00336759 0.0245561 0.00397353 3.08686 0.547041 0.0387615 0.0219369 0.0121841 0.0104059 39.6563 1.57903 1.03266 38.0772 4.14684 33.9304 22.1438 11.7866 1.05826 22.1426
internal_count=4034 1119 175 944 587 495 461 407 54 92 74 69 150 110 357 296 257 215 208 122 2915 124 61 2791 385 2406 1770 636 200 1713
is_linear=0
shrinkage=0.1


Tree=454
num_leaves=31
num_cat=0
split_feature=3 20 22 23 22 23 5 9 9 9 21 3 3 3 3 3 3 15 13 0 23 20 22 23 8 9 18 17 7 9
split_gain=0.000200047 0.00461589 0.0322039 0.00811838 0.0163811 0.00408239 0.00332936 0.00256729 0.00284727 0.00155551 0.00107656 0.00420009 0.00535067 0.00709811 0.00437714 0.00595609 0.00248685 0.000730181 0.0147117 0.00516862 0.000700083 0.000469174 0.000575255 0.000491517 0.00069842 0.000528511 0.000443187 0.00238826 0.00166816 0.0133093
threshold=93.281431752200021 41.942745071500006 -0.071864999999999998 0.087555000000000022 -0.102645 -0.55648999999999993 21.723721974650005 187.94830913940004 185.44496129890004 66.346857137250012 14.70115454445 93.090551224900011 92.781378539900018 92.598563387050021 90.127870365150017 82.409307072650009 81.93344998355002 34.884393272300009 117.62810858150002 85.705356740550016 -0.27628999999999998 41.385032804600009 0.022350000000000005 0.091290000000000024 8.3434888241000014 194.45262321395003 13.276755824150003 188.01568060980003 23.109894804950002 189.78071820640002
decision_type=2 2 2 2 2 2 2 2 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 17 3 4 6 -1 -3 8 -4 -8 20 12 13 14 15 16 -12 18 19 -2 -7 22 23 24 -19 -25 27 -22 29 -28
right_child=1 2 7 -5 -6 10 9 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 21 -20 -21 26 -23 -24 25 -26 -27 28 -29 -30 -31
leaf_value=0.095377410070756438 -0.071701919526748439 0.098693980783805701 0.070682538465428255 0.00039686905643106734 -0.10026032491840869 -0.048571558128637976 0.050592699720924998 -0.10044214077973207 -0.10011042388453316 -0.068249415477536796 -0.071113856432912292 0.0018405596305550314 0.070993458665072104 -0.10034770335186 0.097717047138136809 -0.10005692790779282 0.063358761133442937 -5.6056165447382858e-05 -0.0001998738366532135 0.086235060289438961 -0.00056858654321072482 0.0015085091745512637 0.0017849705146525518 -0.0014956997790756153 -0.0052253173691256174 0.00042639562991833954 -7.8685076649700418e-05 0.0071509339867385979 4.5087328877370836e-05 -0.049086597821590167
leaf_weight=0.0044988043565429283 0.0022502044180140448 0.0061561481819314423 0.0019374102860808531 0.53832801524652574 0.021978884036915503 0.0029630167076523098 0.0020005752611496064 0.038716225820266459 0.0019671597219712567 0.0024503473550372412 0.0016498932133192099 0.50925021676812321 0.020771596289705485 0.0052996082813478998 0.0064476567955504818 0.0042909128713004572 0.0082617906300583854 0.51027874502324067 0.50599531926704344 0.026176442814175971 1.5315977002650805 1.5838783538531505 1.0698362027378605 2.4061243047181051 0.53583496583814849 3.5282869032234885 0.50930100556033053 0.54281327024364134 28.833513132912977 0.062179775535696535
leaf_count=14 247 8 107 101 76 37 43 76 5 145 120 6 8 3 16 66 5 12 84 34 55 53 36 39 45 38 167 34 2310 44
internal_value=-8.31118e-07 -0.000373419 -0.0087968 -0.002537 -0.0510053 0.000124542 0.051056 -0.092648 -0.0153646 -0.0148329 0.000111167 0.00447322 0.0331685 0.00289148 0.0293864 -0.00163414 0.0409745 0.000134813 0.00373272 0.073733 3.41339e-05 -6.47674e-05 -0.000374304 -0.000705234 -0.00270383 -0.000352924 3.87089e-05 0.00145139 -6.09503e-05 -0.00541097
internal_weight=42.825 10.7822 0.613535 0.570914 0.032586 32.0428 0.0106071 0.0426208 0.00390457 0.00445092 32.0383 0.555972 0.0467215 0.0259499 0.0206503 0.0142026 0.00991168 10.1687 0.534422 0.0284266 31.4824 9.63424 8.05036 6.98052 1.04611 5.93441 31.4794 2.07441 29.405 0.571481
internal_count=4034 1149 561 373 272 2885 196 188 112 188 2871 224 218 210 207 191 125 588 365 281 2647 223 170 134 57 77 2610 89 2521 211
is_linear=0
shrinkage=0.1


Tree=455
num_leaves=31
num_cat=0
split_feature=12 9 2 20 6 9 15 12 2 9 21 3 21 5 5 15 0 21 6 15 16 23 20 22 16 22 6 9 9 15
split_gain=0.000184771 0.000893697 0.000327044 0.000223531 0.000784674 0.0100615 0.0107334 0.00805193 0.0105438 0.00697686 0.00228394 0.00109305 0.000500623 0.000385347 0.00038682 0.000491375 0.000317811 0.00372537 0.0123834 0.00722961 0.00641671 0.00403956 0.00352047 0.0292195 0.00581003 0.0129622 0.0109892 0.002507 0.00287991 0.00124547
threshold=82.696898122450008 192.57902085675002 62.922191810850009 39.685256516350002 14.845346859150002 194.56033515110002 42.493282152450007 189.11492007315005 116.68694986600001 198.74336288960004 8.2292317348500017 83.326071295150015 1.8400491212500001 17.324237253850004 13.8160216159 35.965617804200001 86.329079026800017 1.8400491212500001 15.51536251395 28.176737565850001 17.684958644900004 0.09914000000000002 41.942745071500006 -0.071864999999999998 22.584947186600004 -0.076484999999999984 16.585387514950003 187.94830913940004 185.44496129890004 17.422050276950003
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 12 7 8 9 -7 -11 13 -6 14 -4 -16 22 18 19 20 21 -18 -5 24 -24 26 -26 28 -25 -19
right_child=2 -3 3 16 5 6 -8 -9 -10 10 -12 -13 -14 -15 15 -17 17 29 -20 -21 -22 -23 23 27 25 -27 -28 -29 -30 -31
leaf_value=0.00068550475532184497 0.0017939350597953639 -0.0043250144132557814 0.0010231782954845407 -7.7211342813429489e-05 -0.00078366591248973038 0.0068459211790356956 -0.033323840087761437 0.088034190335087859 -0.0144209537626747 0.051031684919825286 0.10012693804312425 -0.0043535408476857145 0.0027872906072414047 0.002008231884565336 -0.0038326377690597485 0.00052343955148381022 -0.077696264413342722 -0.055367681636488725 0.080224179003548612 -0.087304877913630063 0.10006115036148484 0.085936378853571624 0.00038841075936344051 0.082104619204838969 -0.092863436156177676 0.10018307887559881 0.068130428359043024 -0.10040092969994899 -0.10009991028236982 3.2594927469315839e-05
leaf_weight=1.017364152996868 1.0356191879327585 0.54757959057988603 1.0125380934183241 8.1937344904654719 1.4278070177332045 0.021617896409224957 0.024613019144453574 0.026349114705226384 0.039276558874462353 0.01730209005540928 0.020947744138538837 0.56712472867102182 0.54147856670200178 1.0243480311426081 0.53513233665463367 0.5017559826374054 0.0058872374014410367 0.0040586047168450481 0.02321917383960681 0.009971137285901932 0.0062044572557624642 0.0020284925563842648 0.53058287686290917 0.0016920234176094331 0.025684330239283071 0.0055160904303193084 0.0050780664423655244 0.034966674413286825 0.0017801371773202845 25.596391958236158
leaf_count=48 37 83 385 283 190 19 30 23 37 31 14 172 67 40 114 2 92 507 62 38 15 11 219 106 138 1 9 72 5 1184
internal_value=-1.14552e-06 -0.00106769 3.93244e-05 -5.86934e-06 0.000570725 0.00210048 0.0270568 0.0388993 0.0258409 0.0522549 0.077919 -0.000319755 0.000198211 0.000424496 -0.000367089 -0.00172471 -0.000102289 7.56221e-05 0.0281109 -0.0221158 0.0239182 -0.0357636 -0.000620871 -0.0079802 -0.00225886 -0.0409759 -0.0662876 -0.0923534 -0.0113096 2.3812e-05
internal_weight=42.8076 1.56494 41.2427 40.2071 5.76029 2.11939 0.150106 0.125493 0.0991443 0.0598677 0.0382498 3.6409 1.96929 3.07377 2.04943 1.03689 34.4468 25.6478 0.0473105 0.0240913 0.0141202 0.00791573 8.79903 0.6053 0.566861 0.0362785 0.0307624 0.0384388 0.00347216 25.6005
internal_count=4034 131 3903 3866 1124 411 154 124 101 64 45 713 257 541 501 116 2742 1909 218 156 118 103 833 550 367 148 147 183 111 1691
is_linear=0
shrinkage=0.1


Tree=456
num_leaves=31
num_cat=0
split_feature=9 9 4 2 23 23 15 23 16 23 7 4 22 15 9 12 4 22 10 23 7 0 0 7 19 9 12 20 10 7
split_gain=0.000187989 0.00240253 0.00236044 0.00488456 0.000834592 0.00141276 0.00121258 0.00669188 0.00352802 0.00413331 0.00113795 0.000713773 0.000489603 0.000483836 0.00091626 0.000484794 0.000830996 0.00040876 0.00175702 0.0238227 0.00980271 0.00328601 0.00344541 0.00115169 0.000446085 0.000533673 0.000369396 0.000898671 0.00774075 0.0101983
threshold=203.06170522940002 202.37225149245003 127.35214607660002 53.810443956900009 -1.0000000180025095e-35 0.072205000000000033 20.729785921300003 0.096315000000000026 14.184966829400002 0.089850000000000027 25.677928533150006 161.32746469610001 -0.14831999999999998 24.545953118950006 204.12988221610001 131.28785145870003 215.69522860320004 -0.083064999999999986 62.272755675600003 0.096315000000000026 25.213275923400001 97.521130223850008 93.55565448145002 24.363141638800005 13.251069136700002 206.75106037490002 82.696898122450008 36.620308449100001 70.077349628250019 22.747724408400003
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -4 -5 -6 7 8 9 -7 -10 -8 -9 14 -13 -15 -17 18 -18 20 -20 22 -22 -19 -25 -26 -1 28 29 -28
right_child=2 -3 3 4 5 6 11 12 10 -11 -12 13 -14 15 -16 16 17 23 19 -21 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0018561370887000658 -0.078733847289018888 -0.0065597476362185634 0.1001195656764278 -0.0036403924595583485 0.088447478061825499 -0.10005664049992341 0.0039944480085214278 -0.031622508322647562 0.10000318577263595 0.073092864221718346 0.045405135723029504 0.00036365942308176966 -0.1000656777015147 -0.00075410672577601605 -0.0047469028347566196 0.004599651649850745 0.00039367114515525105 -0.0043535332857410616 0.082667767211484722 -0.00097148954233908637 0.021802912043773257 0.046465330333632184 -0.10010071853666243 -0.00030117006240424558 0.00048943756152754452 0.0043643729397268632 -0.02386372509660285 -2.9170685889414485e-05 0.00049265813365247655 0.076100328163364553
leaf_weight=1.051366573959817 0.0037778686237296402 0.57259662127114808 0.0049026283086267544 0.52101050111232794 0.0018237243821211937 0.0030214703091030462 0.52637770205927736 0.001464445903831546 0.0074416021805063801 0.0025356275682213436 0.0078383649899933516 1.0028412805395408 0.0036504664496206365 2.5374364146997754 0.53957325572489967 0.54422538659549857 3.0393322379832095 0.54989277271392367 0.052519405737257219 0.51745775520294046 0.0042403665975143667 0.0068085416905887533 0.0051155078060105552 2.5192450308761636 1.0116637457176691 0.54792258078737166 0.015209478648315122 26.646237110640467 0.51401639751474804 0.031020535429050256
leaf_count=82 6 56 3 91 7 152 51 22 7 29 39 8 40 139 121 34 63 73 36 46 16 22 31 96 42 86 165 2220 210 41
internal_value=-9.96819e-07 -0.000146855 0.000300187 0.000321578 0.000286513 0.000438828 0.000426878 0.0220218 0.0471805 -0.0210509 0.0719953 0.000385069 -0.0804698 0.000237542 -0.00142414 0.000463638 0.000814832 0.000565287 0.00136043 0.00637338 0.061709 -0.00638764 -0.0448503 -5.75132e-05 0.00052166 0.0018508 -1.69092e-05 5.41659e-05 0.00401779 0.0432126
internal_weight=42.7926 28.8304 13.9621 13.9583 13.9534 13.4324 13.4306 0.025952 0.0208371 0.0055571 0.01528 13.4047 0.00511491 12.8783 1.54241 11.3359 8.79842 8.2542 3.62547 0.586142 0.0686838 0.0161644 0.00935587 4.62872 4.07883 1.55959 28.2579 27.2065 0.560246 0.04623
internal_count=4034 2774 1260 1254 1251 1160 1153 289 227 181 46 864 62 813 129 684 545 511 214 151 105 69 47 297 224 128 2718 2636 416 206
is_linear=0
shrinkage=0.1


Tree=457
num_leaves=31
num_cat=0
split_feature=19 22 23 14 7 23 9 17 9 18 10 18 10 6 19 10 6 7 16 8 8 7 22 6 8 12 0 16 15 22
split_gain=0.000192299 0.000811145 0.00023124 0.00656987 0.00635261 0.00123119 0.00177456 0.000970063 0.0188993 0.0129394 0.00998275 0.00228148 0.00884883 0.000888537 0.0135635 0.00230099 0.000780881 0.000610636 0.00143124 0.0029555 0.0251566 0.00937153 0.00397153 0.00107767 0.00198873 0.0152971 0.0107638 0.0304949 0.00528283 0.00079028
threshold=14.651182102100002 -0.086139999999999994 0.09013000000000003 157.58516208295003 22.649177329550003 0.088555000000000023 198.96357396150003 201.25367619745001 203.06170522940002 14.395252042950002 71.104340634100012 15.064837217800003 63.353515844050008 16.565387047600002 14.351157895250003 61.987779113750001 16.545386580300001 24.385896469550001 22.494947397000004 8.4434108459500017 8.0437227585500022 24.024273989350004 -0.080574999999999994 12.350288562550002 8.543332867800002 106.61257222060001 94.047642319350018 19.199955102150003 22.351147806600004 -0.10946499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 13 -7 17 9 -9 -11 12 -10 16 -15 -16 -1 18 19 20 -5 22 -22 -19 25 -25 27 -27 -28 -20
right_child=1 -3 3 7 -6 6 -8 8 11 10 -12 -13 -14 14 15 -17 -18 23 29 -21 21 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=-5.754653432712357e-05 -0.0015107075832486278 0.0040295695419159836 0.00026812057871328899 0.00074909765190031747 -0.10023792213898908 -0.0076783385859371962 -0.00054784624525761364 -0.092477354972131914 0.068965127493556419 0.080092160668016305 -0.08895937682934707 -0.00034196025534387304 -0.014921081933346346 7.8503632474597466e-05 0.035360908057083786 0.091070456697721458 -0.0039798027957856988 0.00050268163664945185 -0.0023176322498715562 0.00022221041294254035 0.059406904158467756 0.097808086405636985 0.0011271829241198427 -0.00056572517886580563 0.0012032746477862899 0.081713795318296839 -0.010357785189146821 -0.085169513516186582 -0.094943221118688303 0.00053615849715761327
leaf_weight=18.953883008937048 0.51517157501177735 0.54258872155796101 0.01236328674463294 0.50936757198540661 0.012799483080868868 0.5287503514046844 1.0267893321529298 0.03746851696632747 0.022353895881678909 0.0094318843330256641 0.005547708095533733 0.53404117856126732 0.028745126294779766 0.515475504458485 0.012481440295459834 0.018261508230352774 0.52155763099645369 2.0181194328415546 1.0444254721109114 1.028213751010888 0.023410160534695024 0.036693206584459404 0.023361512168776244 0.51506878086593111 0.51534802028800186 0.020009744599519763 0.0091807385449556023 0.024183054609238752 0.037722520793522563 13.685045638931344
leaf_count=2075 22 55 25 89 18 86 103 13 31 8 87 156 22 402 35 15 25 140 36 58 25 12 17 35 23 30 26 20 98 247
internal_value=-3.20959e-07 0.00133123 -3.40727e-05 0.000209504 -0.050856 -0.000261571 -0.0029716 0.000273344 -0.00356496 -0.0610716 0.0174837 0.00158955 0.021776 -5.10208e-05 0.00392683 0.0684527 -0.000162586 0.000398908 0.000644185 0.00346443 0.00908776 0.0599767 0.0302974 -0.000878443 -0.00336372 -0.00724648 -0.0450204 -0.0096076 -0.0783867 0.000333804
internal_weight=42.7879 1.05776 41.7301 20.1529 0.0251628 21.5772 1.55554 20.1277 0.637588 0.0524481 0.0149796 0.58514 0.051099 20.0217 0.546218 0.0307429 19.4754 19.4901 16.3505 1.62105 0.592832 0.0834649 0.0467717 3.13963 1.12151 0.606165 0.0910961 0.0441928 0.0469033 14.7295
internal_count=4034 77 3957 1216 43 2741 189 1173 317 108 95 209 53 2552 452 50 2100 856 484 201 143 54 42 372 232 209 174 50 124 283
is_linear=0
shrinkage=0.1


Tree=458
num_leaves=31
num_cat=0
split_feature=8 3 13 3 8 5 12 12 2 20 9 12 23 17 17 6 20 15 23 9 2 17 23 21 23 6 22 23 12 9
split_gain=0.000204883 0.00232662 0.00646735 0.00133838 0.000175658 0.000394325 0.00027172 0.000799636 0.000448305 0.000243801 0.000604166 0.00636005 0.00882477 0.00759345 0.0030132 0.00298982 0.00238874 0.00637538 0.00216131 0.000712575 0.000288701 0.000998099 0.00029292 0.00672737 0.0127279 0.0186876 0.00860287 0.00770056 0.00201766 0.00361828
threshold=8.8430989333000021 93.458869988800004 113.62230596715001 92.324340657750014 8.7431769115000026 21.991679690250006 69.826413229550027 82.696898122450008 62.922191810850009 36.620308449100001 202.37225149245003 90.84682862195001 0.10546000000000001 186.09458496570002 182.63036160245002 15.575363915900002 35.171584490050009 36.124429763000009 0.083365000000000022 190.73543849905005 71.99970061785001 176.08408741720004 0.09013000000000003 2.0502020052500005 0.083155000000000021 14.815346158200002 -0.10946499999999999 0.082935000000000023 199.78749241660003 198.96357396150003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 6 -6 -1 -8 -9 10 11 -10 13 14 19 -14 17 18 -15 -13 21 -11 23 24 25 27 -26 -22 -28 -30
right_child=1 -3 3 -5 5 -7 7 8 9 20 -12 12 15 16 -16 -17 -18 -19 -20 -21 22 -23 -24 -25 26 -27 28 -29 29 -31
leaf_value=0.0022538226815791793 0.030567519183849336 -0.00010834829122614433 -0.032088462761491861 -0.076814087972093548 0.0023213715715104462 -0.0002030939679180877 -0.0039041152072940657 0.0020494858386008378 0.00040246020008916094 0.0014607031835951352 -0.00028283912951793675 -0.0037774866365434564 -0.10021252194370273 0.065787213045143955 -0.10022631818903285 0.0067385039877764438 0.095403712505236049 0.10003919698438846 -0.10014621631763354 0.099718191146339411 -0.10019937482334063 -0.0046955569615498623 0.00023294844560299498 -0.00021809517983648508 0.033801906669974416 0.086180390368465615 -0.095612724964787621 0.10003821808830921 -0.10028936401711497 0.021718994641786896
leaf_weight=0.51556831472466669 0.013841051979853414 0.52613040150055035 0.013904812862165272 0.012895704278889752 1.0456692494735755 1.5155320426293455 0.53291639695279869 1.0347896387138593 0.50180518943341246 0.50600216150036093 1.0222586916541159 0.0016496386483652583 0.0050018236403115424 0.0010493887777403565 0.0036766420128799826 0.0054747937392676249 0.02335705086382589 0.006523082272906322 0.0031151852657551604 0.0011148303090067202 0.011782191772280792 0.54917971153778922 16.997250001478047 17.851998148739291 0.0076411792286323879 0.018037449966570307 0.028870916496011922 0.0022946114186197528 0.0051780572070789788 0.0045810732180484592
leaf_count=26 29 132 18 22 31 34 65 32 18 9 83 181 33 52 21 17 36 11 42 2 122 83 860 1842 26 118 40 2 13 34
internal_value=-4.21084e-07 -0.00188907 -0.0249417 -0.0536093 2.49433e-05 0.000827577 -2.69146e-05 -5.69686e-05 -3.84423e-06 -6.04174e-05 0.00115737 0.00382081 0.0374798 0.0586481 -0.0409182 -0.0443228 0.0774856 0.038327 -0.0583343 0.0379593 -0.000113722 -0.00174338 -6.44889e-05 -0.000346447 -0.0295781 0.0187909 -0.0631483 -0.0675593 -0.0823254 -0.0430169
internal_weight=42.7691 0.566772 0.0406416 0.0268005 42.2023 2.5612 39.6411 39.1255 38.5926 37.5578 1.57503 0.552768 0.0509624 0.0404858 0.00644111 0.0104766 0.0340447 0.0106877 0.00416457 0.00276447 35.9828 1.05518 34.9276 17.9304 0.0783855 0.0321143 0.0462712 0.0140768 0.03863 0.00975913
internal_count=4034 201 69 40 3833 65 3768 3742 3677 3645 496 413 395 345 204 50 141 105 94 183 3149 92 3057 2197 355 242 113 124 87 47
is_linear=0
shrinkage=0.1


Tree=459
num_leaves=31
num_cat=0
split_feature=15 21 19 15 5 22 5 6 15 15 9 5 19 9 8 20 21 12 2 19 13 21 22 20 22 22 5 17 23 8
split_gain=0.00017223 0.000842054 0.000481397 0.000238 0.00148159 0.000996317 0.00194257 0.000563209 0.00118332 0.000361936 0.000354731 0.00960826 0.0187823 0.00457724 0.00208004 0.00119319 0.000644752 0.00068193 0.000630015 0.00056721 0.00046129 0.000699936 0.00244368 0.00346411 0.00337384 0.00359949 0.00424199 0.0028299 0.00116814 0.000523404
threshold=46.435439118750004 15.285239689500001 14.651182102100002 41.492094664050008 22.862610686750006 -0.071864999999999998 23.195398057700004 16.505385645700006 43.401366108000012 40.94720173475001 188.96048214565005 21.566902724800006 14.351157895250003 185.44496129890004 5.9453602998000008 47.927946529500012 9.277127270600003 144.57070813310003 253.13454704850002 13.951125619400001 117.67650082785001 14.70115454445 -0.60024999999999995 32.724174661450007 -0.59502499999999992 -0.51146999999999998 16.078966488550005 192.94032447935004 -0.059734999999999996 8.543332867800002
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -5 7 -7 8 -6 10 11 16 13 14 15 -13 19 -18 -17 -1 21 22 27 -24 -25 26 28 -12 -26 -27
right_child=1 -3 -4 4 5 6 -8 -9 -10 -11 20 12 -14 -15 -16 18 17 -19 -20 -21 -22 -23 23 24 25 29 -28 -29 -30 -31
leaf_value=0.00018595963561518684 -0.0042291030694543612 0.00066451386078982162 0.0029770437885287956 0.0055000687945066283 0.00082463750569350305 -0.0014363907302632126 0.0068545722848697465 2.7768315559725047e-05 -0.0059433349040262521 -0.0013965111975730515 0.005428655704144786 -0.078666487022245185 0.090657071736401376 -0.095076594184752686 0.099832836943059527 0.066109069106341734 -0.0041760425326963753 0.00095975615984472478 -0.024902072505405829 0.0042141768043790512 -0.0030517222103263368 0.0035030438546103135 -0.077059620176476204 0.072822669059349018 0.10004984266349087 -0.00030546570930829639 -0.10009588331777822 -0.088852175032475042 -0.017022295398655601 0.00076431197562319784
leaf_weight=1.0173199757766869 0.53871025687326479 1.0125021281613156 0.55001194739115433 0.55509808215674539 0.50479861207350019 0.56226003472693242 0.56815409011937845 3.3844603564275531 0.52912109976421107 2.0358842002051452 0.0060868366624714509 0.0020547472675837017 0.031218642602539148 0.0082491700279661018 0.0020333786799255904 0.001500146918090195 0.52641303820682661 0.50806350712126558 0.001542891018796011 0.53254172260352572 0.52725243081618955 0.53896749109940856 0.0058498442836868439 0.0063432771689652103 0.0015057974960654974 23.079413382086333 0.0074442320982370802 0.0066748018036264511 0.0019638198440244947 5.703806904429455
leaf_count=580 129 19 67 55 10 14 59 39 61 58 18 544 24 6 11 17 72 311 44 72 42 77 16 25 1 1302 46 33 50 232
internal_value=-5.45459e-07 -0.00103496 3.83953e-05 -1.36001e-06 0.000574292 8.15206e-05 0.00273071 -0.000596256 -0.00263896 -0.000103053 -2.20682e-05 0.00109113 0.0460954 -0.0443549 0.0143189 -0.0197905 0.000279646 -0.00165369 0.0199643 0.00157008 -0.000120068 -6.74175e-05 -0.000134191 -0.00011481 -9.91809e-05 -0.000115245 -0.0575334 -0.0438837 0.0337865 -9.3474e-05
internal_weight=42.7572 1.55121 41.206 40.656 6.10389 5.54879 1.13041 4.41838 1.03392 34.5521 32.5162 2.63094 0.046599 0.0153803 0.00713116 0.00509779 2.58434 1.03448 0.00304304 1.54986 29.8853 29.3581 28.8191 28.8063 28.8005 28.7941 0.0109138 0.0127616 0.00346962 28.7832
internal_count=4034 148 3886 3819 238 183 73 110 71 3581 3523 1681 646 622 616 605 1035 383 61 652 1842 1800 1723 1672 1656 1631 97 51 51 1534
is_linear=0
shrinkage=0.1


Tree=460
num_leaves=31
num_cat=0
split_feature=9 4 4 14 9 2 23 4 4 12 12 20 2 10 7 13 5 9 5 12 12 17 21 5 20 17 20 20 20 20
split_gain=0.000193152 0.00208223 0.00450437 0.00290035 0.00175907 0.00131797 0.00109736 0.000541912 0.00465696 0.00361788 0.00513442 0.000345262 0.000529324 0.00598296 0.00880102 0.00792802 0.0011555 0.00108252 0.000968388 0.00213869 0.000422755 0.000362663 0.00193271 0.0197214 0.00693141 0.00167819 0.00105911 0.00706002 0.00102019 0.00222404
threshold=203.06170522940002 127.35214607660002 143.78867033265001 157.58516208295003 202.37225149245003 60.327272492300004 -0.25095999999999996 160.76806275915001 169.62532823300003 93.660658182900008 94.328280857900012 36.620308449100001 62.147615758400008 70.077349628250019 22.747724408400003 113.97180552410002 18.280220412300004 190.16588783940003 20.748863230450002 137.49536069020004 82.696898122450008 190.94474013770002 1.8675847688500002 18.066672237450003 37.038444968100009 196.70243143610003 40.137820134150012 39.749124837650008 37.52517992975001 38.400997490450003
decision_type=2 2 2 2 2 2 2 2 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 11 -5 -7 -8 -9 -10 -11 12 -1 14 15 18 -16 -17 -14 -20 -13 -22 23 -23 -25 -26 27 28 -24 -30
right_child=1 2 3 5 -6 6 7 8 9 10 -12 20 13 -15 16 17 -18 -19 19 -21 21 22 26 24 25 -27 -28 -29 29 -31
leaf_value=-0.00057821006122007524 -0.076237169489493786 0.083713488867054042 -0.10009219386075306 -0.10002184950311753 -0.0056441933585420004 -0.10004161866701185 0.0034948688861911621 -0.052967522345199983 0.10001704560859426 -0.10042226728100929 0.0002775226152241894 -0.0028732032733775853 -0.10036446217820223 0.00094765739311645299 0.097194875295240776 -0.012908567572277596 0.055221668998656909 0.10001992409865393 0.083586226336134523 -0.10009204382679715 0.00033518366692507459 -0.085492864467838561 -0.065412809369082114 -0.012323339545722308 0.044236672433398287 0.091151502044053381 -0.00030032206858335737 -0.00069858138672309787 0.0033652839978465876 -0.04235523190940696
leaf_weight=0.51398491442813454 0.003553172908142054 0.0064746456441743252 0.0028779505007595621 0.0013092317867621208 0.57082642435011521 0.0010894673338989183 0.51886627927939777 0.016453439084499588 0.0036350075146448493 0.0050652247882670967 13.390260216607391 0.54122384721003669 0.0063554295655645632 0.51002470316255355 0.012465076055377722 0.001072691682921346 0.013842321267730995 0.0040677090582903475 0.001038272730633949 0.0016277263286426091 12.740341072938866 0.014194219754398385 0.0098222239645017195 0.013021210295846686 0.012054805340540042 0.020747541397213354 13.258080012691069 0.50220600876697485 0.014391888128681529 0.040806547098830137
leaf_count=33 6 16 10 26 56 24 36 37 6 4 1095 50 6 208 9 88 32 8 39 25 1249 75 17 10 26 33 665 33 28 84
internal_value=-3.26561e-07 0.000305099 0.0003246 0.000285868 -0.000148251 0.000306596 0.000316022 0.000323868 0.000201224 0.000266513 0.000239445 -3.71256e-05 0.00172956 0.00388428 0.0408939 -0.022666 0.0751096 0.0764542 -0.0791445 -0.0285586 -0.00010635 -5.01074e-05 -0.000403627 0.0175026 0.0494062 0.0739104 -0.000481361 -0.00471288 -0.0357185 -0.0304345
internal_weight=42.7518 13.9496 13.946 13.9396 28.8022 13.9367 13.9354 13.9343 13.4154 13.399 13.3953 28.2314 1.06448 0.550494 0.0404692 0.0141618 0.0263074 0.0051404 0.00902143 0.002666 27.1669 26.6257 13.8853 0.0600178 0.0458236 0.0328023 13.8253 0.567227 0.0650207 0.0551984
internal_count=4034 1260 1254 1238 2774 1228 1202 1178 1142 1105 1099 2718 448 415 207 166 41 96 70 64 2270 2220 971 144 69 59 827 162 129 112
is_linear=0
shrinkage=0.1


Tree=461
num_leaves=31
num_cat=0
split_feature=15 21 9 13 14 18 9 23 9 21 6 22 8 5 10 16 22 15 5 0 22 5 9 5 2 15 15 3 2 17
split_gain=0.000203364 0.000620369 0.000721964 0.00167279 0.000541077 0.0132773 0.00935368 0.0050889 0.00550069 0.00473362 0.00392852 0.00198784 0.000877219 0.00037359 0.000275631 0.000186951 0.00122623 0.00116005 0.000575136 0.00249763 0.0030245 0.000519786 0.000617349 0.00042711 0.00912601 0.00424575 0.000906787 0.00066577 0.0031555 0.00141701
threshold=45.560261772200008 15.285239689500001 193.67618212375001 117.69263157665002 300.92746350285006 13.659439901750002 195.70012057590003 0.08481000000000001 233.77854820110002 11.192543930900003 11.685273024550002 -0.084794999999999995 8.4434108459500017 21.386268748550005 64.407391431150018 22.624947093000003 -0.098419999999999994 43.401366108000012 21.500664456800006 85.995710218650018 -0.084275000000000003 20.305669781650003 187.11236276785004 22.938948824900006 194.17955033580003 35.098844929350008 25.852338405700003 93.281431752200021 103.92649527695001 162.57770630285003
decision_type=2 2 2 2 2 2 2 2 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 15 6 9 8 10 -6 -7 12 -12 -9 -13 17 -17 23 21 -20 -21 -18 -23 27 25 26 -25 29 -29 -1
right_child=1 -3 3 -5 5 7 -8 13 -10 -11 11 14 -14 -15 -16 16 18 -19 19 20 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.10002997924181461 0.00096552992422494236 0.0010600165612478733 -0.0074918042426841899 0.00050429362391094423 0.065182878729563173 -0.10006193361253668 0.099266667459228741 -0.0025459940631194777 -0.10008539788327474 -0.093395082661030845 -0.015687306348690252 0.10006152351369071 0.060738742125004054 0.0012087846710805688 0.070990045621452696 -0.0042190076527294411 0.0012288513326808471 -0.0047396262674737162 0.00019762624659577771 -0.00010462312167823462 0.010468607176590572 0.00018850641737156408 -0.0029748436143040816 0.020822955287989095 1.4904692358427267e-05 0.086497912559104148 -0.073534005286022872 0.0011136081421590329 -0.0082781616593435182 2.4436577808116621e-05
leaf_weight=0.0014155441183153475 0.51124435214574449 1.0167775226149158 0.54011440776469022 0.50741786300272906 0.0032114277102731617 0.0014281624016683194 0.022903652621607762 0.52627071134723091 0.0023593327322863891 0.0045484845668131157 0.0029884241189527252 0.010223242372376262 0.0030191112891770899 0.53373601054359354 0.0047891022097132927 0.54826913112537923 1.521548965072723 0.5365655745029575 3.9644296443387077 0.50106003991095349 0.58806926672696114 1.5071483004849144 1.0444699164354458 0.0020293039150710559 0.50280114350033234 0.018030820837338979 0.002044721683351014 1.050293845731592 0.54254355204906612 26.719893053884523
leaf_count=133 52 20 115 21 43 370 10 332 22 45 36 38 6 60 29 59 34 26 104 4 40 25 31 293 41 23 132 62 93 1735
internal_value=-2.07093e-07 -0.000861609 -0.00211507 -0.00361855 5.50282e-05 0.00222664 0.0671185 0.000392398 0.0451635 -0.0277678 0.0604295 0.0713338 0.0227209 -0.000655383 0.0907874 -7.0038e-06 0.000374253 -0.000132573 0.000650184 0.00136287 0.00560433 -0.000234037 -0.00110637 -4.68559e-05 0.00277959 0.0656656 -0.0265341 -9.92543e-05 -0.00208537 1.91363e-05
internal_weight=42.7416 2.57555 1.55878 1.04753 40.1661 1.11548 0.0306636 1.08481 0.0248074 0.00775991 0.022448 0.0210199 0.00600754 1.06001 0.0150123 39.0506 9.675 29.3756 9.12673 5.05356 1.08913 4.07317 2.55162 28.8391 0.524906 0.0221048 0.00407403 28.3141 1.59284 26.7213
internal_count=4034 208 188 136 3826 991 98 893 501 88 479 109 42 392 67 2835 297 2538 238 148 44 90 56 2512 489 448 425 2023 155 1868
is_linear=0
shrinkage=0.1


Tree=462
num_leaves=31
num_cat=0
split_feature=6 20 18 6 3 0 22 20 13 5 19 9 7 20 20 21 21 9 18 20 12 21 21 0 14 22 16 10 20 21
split_gain=0.000171037 0.000626518 0.00814634 0.0270261 0.0192027 0.00936358 0.00913804 0.00511221 0.00188952 0.000609758 0.000559082 0.000622985 0.00262978 0.000586634 0.000376982 0.00168682 0.0123077 0.00634044 0.00467608 0.00131579 0.00147998 0.00119148 0.00229525 0.00118947 0.000997228 0.00117169 0.000841815 0.00192533 0.000829722 0.000721738
threshold=16.465384711100004 41.770271989050009 13.552878921100001 16.505385645700006 93.216908757050007 85.995710218650018 -0.082094999999999987 42.719328117250008 116.53390612245002 24.393336510100003 14.351157895250003 192.57902085675002 22.105125139000005 40.80591513400001 40.241071441700008 2.0502020052500005 1.4744127452000002 192.98754432855 15.042884401850001 40.003678352300007 221.60958460755003 3.2025200283000004 3.9632429946000003 88.872360418250011 179.86971370815004 0.070580000000000018 22.624947093000003 62.041548276350007 41.436838994450007 12.510904521150001
decision_type=2 2 2 2 2 2 2 2 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 9 3 -3 -5 6 7 -6 -9 10 13 12 -12 -2 19 16 17 -16 23 -1 -21 -17 -23 -19 25 -24 29 -28 -18 -26
right_child=1 2 -4 4 5 -7 -8 8 -10 -11 11 -13 -14 -15 15 21 28 18 -20 20 -22 22 24 -25 26 -27 27 -29 -30 -31
leaf_value=4.6607595778237084e-05 9.127929112752529e-05 -0.10015315006137518 -0.00054417578747891458 -0.10046697896024884 0.079600025334201838 0.086604186818591639 -0.093398486655664761 0.038183870460851067 -0.090958718964197202 -0.0033089564647868297 -0.00088965887627684675 0.00023035172373168792 0.0078662181937175831 -0.0023086653950566481 -0.07109028093122037 0.0050357428239823417 -0.053882751423050948 0.041902922251594005 -0.019961211856353637 -0.0073681022892063582 0.0001546524399032153 -0.0061269720727380531 0.0065206217257147217 0.1000452623283043 -0.00031307337260730479 -7.702862849385705e-05 0.005259656107089096 -1.9455638334275281e-07 -0.10051937539977758 0.0017075028187124868
leaf_weight=7.846429097775192 3.0342492602121602 0.03502609656337119 2.0406049547739915 0.01217185752466321 0.010530233572353942 0.022616667418333236 0.0076384640375023452 0.0017790881542651968 0.0031195021517476107 0.53385629219394992 0.86948307100101352 5.6098082414710007 0.56651835836237296 1.533139919545192 0.0057876389103767014 0.54647252813435443 0.0056805326734092878 0.0056362570048804636 0.0071735847532323751 0.54035888692733747 0.50678887548390383 0.53992329663072425 0.57544357708682159 0.0093649263944826089 12.191399803092725 0.50575082130367477 1.0581108050216124 2.0330468163979276 0.011615316965008837 2.0675876120054619
leaf_count=1005 44 43 67 7 21 8 150 43 73 307 26 121 32 21 66 181 23 39 39 78 16 176 112 15 846 10 32 46 41 346
internal_value=3.61354e-07 -0.000282036 -0.0018625 -0.030826 0.011145 0.0408824 -0.00394618 0.0403397 -0.0440562 -4.44614e-06 0.000147462 0.000706099 0.00256463 -0.000714312 0.000142079 0.000387487 -0.0188959 0.0221173 0.0464446 -0.000397741 -0.00372731 0.000432202 0.000299596 0.0782 0.000487854 0.00343444 0.000304234 0.00180027 -0.0852024 -2.00849e-05
internal_weight=42.7371 14.2805 2.13349 0.0928819 0.0578558 0.045684 0.0230673 0.0154288 0.00489859 12.1471 11.6132 7.04581 1.436 4.56739 28.4566 19.563 0.0452583 0.0279624 0.0221748 8.89358 1.04715 19.5177 18.9713 0.0150012 18.4313 1.08119 17.3501 3.09116 0.0172958 14.259
internal_count=4034 963 412 345 302 295 287 137 116 551 244 179 58 65 3071 1972 223 159 93 1099 94 1749 1568 54 1392 122 1270 78 64 1192
is_linear=0
shrinkage=0.1


Tree=463
num_leaves=31
num_cat=0
split_feature=15 21 19 6 23 7 4 4 17 20 21 9 15 20 5 6 12 22 21 22 5 13 21 22 6 20 4 23 23 9
split_gain=0.000205329 0.000848227 0.000375076 0.000171851 0.00308712 0.000215305 0.00250475 0.00508438 0.00112768 0.000809464 0.0168 0.0100718 0.000977744 0.000735827 0.000540101 0.00211781 0.0360763 0.000945107 0.0033473 0.00306385 0.0034051 0.0030791 0.00207593 0.00167636 0.000723884 0.00355951 0.0227842 0.0153886 0.00875464 0.00381644
threshold=46.435439118750004 15.285239689500001 14.651182102100002 16.635388683200002 -0.55648999999999993 23.445318439400001 127.35214607660002 137.02556730370003 162.57770630285003 42.824128352900011 10.109275982950003 194.56033515110002 26.243701454300005 42.198888176300009 20.872540794500004 16.375382608200002 216.55112120135001 -0.59502499999999992 2.3083050893000006 -0.51146999999999998 16.078966488550005 104.08096806215002 1.2199730554000003 -0.60611000000000004 14.745344522600002 41.674196414850009 193.19324462480003 0.099855000000000027 0.092505000000000018 213.27127849780001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 9 -7 -8 -9 13 -11 12 -12 -6 17 16 -16 18 22 20 21 -19 23 -10 -21 26 -26 28 29 -28
right_child=1 -3 -4 -5 5 6 7 8 14 10 11 -13 -14 -15 15 -17 -18 19 -20 24 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.08101480694133345 -0.0043407993803336311 0.00057513655521430494 0.0026440191669428398 -0.0013628259613476499 0.0003508961789160235 -0.10041923429427657 0.10016767341973017 -0.10002882567694067 -0.066273007289698732 -8.1418894953003997e-05 0.0061027369349856532 0.099441364388394571 -0.10004877772633783 -0.0033927255229826009 -0.077998190193018957 -0.00035377285699705039 0.0017069966331623007 -0.10001736396666938 0.064860429621962257 -8.7316658218455627e-05 -0.10008797501444422 0.092299728010793683 -0.10007771200935373 0.078443861665108985 -0.00021956008512693783 -0.00077767246207095537 0.019891271709034111 0.097029686473432936 -0.032579043827351627 0.079657844402473144
leaf_weight=0.0047074394251812582 0.5374233166683372 1.0118178773018369 0.54684741118715763 0.89500436275556339 12.414470550445742 0.0024905065074588553 0.0050533786416079298 0.0011303265551160227 0.0013490214708324908 0.52630966443001814 0.0012369735812396412 0.026156281935982406 0.0029066446111836175 0.54822527943262933 0.063322053496988384 6.0639026278706183 0.55023624690356598 0.0013117719829399688 0.0087259421597698505 17.283739225760883 0.0062707669633255136 0.002278606374602532 0.0025744190525074373 0.0019683583965645068 0.55156397973041693 1.5546573256763165 0.025103671607212164 0.042347884213086218 0.021529329824261367 0.018600747789605521
leaf_count=26 129 19 67 482 462 1 1 149 32 242 130 9 38 115 25 78 145 81 54 1469 31 4 15 16 44 70 44 21 24 11
internal_value=-1.80995e-09 -0.00113017 4.25228e-05 7.50633e-06 3.83744e-05 2.87792e-05 -0.000138422 -0.000128892 -0.000148236 0.000352912 0.00408708 0.076494 -0.0683599 0.000192569 -0.000143927 -0.00092026 -0.00651895 0.000121615 0.0255394 0.000102569 -0.0556237 0.0220352 -0.0326963 0.0195944 0.000130753 0.00183328 0.00799146 0.0500888 0.0196161 0.0453281
internal_weight=42.7233 1.54924 41.174 40.6272 39.7322 39.7275 26.2082 26.2057 26.2006 13.5193 0.55661 0.0302999 0.00414362 12.9627 26.1995 6.67746 0.613558 19.522 0.0146177 19.5074 0.00986115 0.00359038 0.0058918 0.00331738 19.4975 2.2138 0.659146 0.107582 0.0652337 0.0437044
internal_count=4034 148 3886 3819 3337 3311 2315 2314 2313 996 419 177 168 577 2164 248 170 1916 117 1799 116 85 63 48 1683 214 144 100 79 55
is_linear=0
shrinkage=0.1


Tree=464
num_leaves=31
num_cat=0
split_feature=12 9 2 15 21 9 14 18 9 23 19 15 0 23 6 6 20 6 16 7 18 12 20 18 2 2 20 22 2 23
split_gain=0.000172194 0.00123162 0.000299985 0.000165635 0.000608008 0.00121899 0.000390466 0.0102207 0.0126012 0.00443033 0.00506312 0.00478697 0.0017594 0.00116847 0.000711786 0.000330688 0.00883706 0.0118627 0.00899014 0.00418847 0.00283785 0.00395188 0.00238322 0.000944389 0.00062581 0.000306273 0.00105292 0.000935823 0.000847709 0.00153985
threshold=82.696898122450008 192.57902085675002 62.922191810850009 45.560261772200008 13.996357022800002 193.67618212375001 300.92746350285006 13.659439901750002 194.04304600165003 0.08481000000000001 14.551174033150001 35.215351613950006 101.55650587770002 -0.22900999999999999 14.980350013450002 16.505385645700006 42.779078631750004 16.325381439950004 22.544947280100004 26.0252225485 14.952049568200001 316.01707535830008 41.147265497500008 17.897406372600003 237.82463207520001 199.66651340635002 41.289992964000007 -0.10946499999999999 189.28685862455004 0.11379500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 25 8 13 10 11 12 -9 -8 -13 16 17 18 19 -11 -18 -22 24 -24 -21 28 -27 -28 -4 -30
right_child=2 -3 3 4 -6 -7 7 9 -10 15 -12 14 -14 -15 -16 -17 20 -19 -20 22 21 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=0.0010185406214332808 0.0017218682039792203 -0.0048795994981686401 -4.4362621468823045e-05 0.00090265469944652828 0.00050517947078908244 -0.0058854083473237444 0.01024173818789989 -0.1000443835758988 0.098958682677248347 -0.10009442416307579 -0.086941579203438979 0.058511444306952279 0.04880841062470162 -0.10014137556739865 0.10005869678262176 -0.00013140098126844903 -0.10040383150382351 -0.087173055171457431 0.097079578746993522 0.079724739223264646 -0.10007135251506094 0.093598657282430164 -0.10003625558462888 0.022464563025468301 -0.0001883846078961726 0.0010813308399632948 -0.00037852879694421309 -0.0064054906945789081 0.006545304343132375 -2.0913243711264245e-06
leaf_weight=1.019231754910918 1.033365050674546 0.54246281783292705 32.814024471643478 0.51018768994412089 1.5156979263218202 0.54946815786389536 0.0012579643722805392 0.0022135179146087402 0.020741713962706854 0.0040065337854952041 0.0026226580775983157 0.0071200090856819989 0.0012382538673551338 0.0040350359244077927 0.0097977812820317922 1.0085003275483981 0.010750957249099358 0.0083159780479036272 0.016342806746251881 0.0043237202222490279 0.0021149076938203901 0.0020995745118999043 0.0016487694156239741 0.001017812639695137 0.0012671511382112977 1.0219088405019503 0.50581697653314261 0.5250630222115158 0.55908970734860353 1.0047058013442438
leaf_count=48 37 83 2443 42 35 131 40 106 11 93 10 30 323 47 32 44 16 14 14 43 37 16 22 38 55 36 23 43 106 16
internal_value=4.66026e-07 -0.00103021 3.95827e-05 -3.75272e-06 -0.000779552 -0.00261719 4.94693e-05 0.00189759 0.0638141 0.000409674 0.0438376 0.0606759 -0.0466464 -0.0739071 0.0825731 -0.000531966 -0.00831736 0.0179561 0.0485171 -0.0161966 -0.0731393 -0.00358865 0.0245108 -0.0532787 0.0616127 -6.8112e-06 -0.00119337 -0.00344827 6.40411e-05 0.00233874
internal_weight=42.7104 1.56169 41.1487 40.1154 2.57535 1.05966 37.54 1.10942 0.0260347 1.08338 0.0229922 0.0203696 0.00345177 0.005293 0.0169178 1.06039 0.0518882 0.0369228 0.0286068 0.012264 0.0149654 0.00421448 0.00825745 0.00266658 0.00559087 36.4306 2.05279 1.03088 34.3778 1.5638
internal_count=4034 131 3903 3866 208 173 3658 991 98 893 501 491 429 87 62 392 348 279 265 251 69 53 158 60 98 2667 102 66 2565 122
is_linear=0
shrinkage=0.1


Tree=465
num_leaves=31
num_cat=0
split_feature=9 9 4 2 23 21 16 12 18 23 23 4 22 2 3 12 18 7 7 10 0 9 6 21 18 10 19 18 23 17
split_gain=0.00021592 0.001639 0.00154912 0.00405155 0.00149981 0.000738745 0.00937151 0.00620822 0.00154093 0.00241748 0.000495831 0.000429978 0.000438558 0.000338586 0.00513273 0.0125192 0.010997 0.00707896 0.00601781 0.00331989 0.00444863 0.00251471 0.00214674 0.00144602 0.00125227 0.00137412 0.00076157 0.000661498 0.00161944 0.000442758
threshold=203.06170522940002 202.37225149245003 127.35214607660002 53.810443956900009 -0.25095999999999996 0.17201659740000003 19.124955277500003 93.660658182900008 16.536105810250003 0.09914000000000002 0.076835000000000028 163.63411595980003 0.096390000000000017 183.39255704500002 92.058183302850011 217.64277969395002 13.820816557100002 24.940142267700004 25.520256579150004 65.536543845950021 96.851704149400021 213.27127849780001 13.65531905435 8.6236808214000025 17.399600107550004 78.962703749400006 14.551174033150001 13.975517741000003 0.087905000000000025 193.58923865885004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 6 7 -6 -9 -10 -7 -12 13 23 15 27 -17 -18 21 -20 -21 -19 24 -13 -22 -26 29 -15 -29 -16
right_child=2 -3 3 4 5 10 -8 8 9 -11 11 12 -14 14 26 16 17 18 19 20 22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-4.8878074229641736e-05 -0.070187456447375604 -0.0054831217435639436 0.1001000570259265 -0.10004408878311224 0.052641236002788208 -0.0026777222057052952 0.039174012784270879 -0.094947020625085199 -0.10003247475512832 0.058112419691267583 0.0032912175153516042 0.00030354419393633178 0.0031674005970694671 0.10009735760638916 0.00087390353746665352 -0.096569470544614108 0.094330357634257123 -0.008817207017923585 0.10003360475354105 -0.10005369565655094 -0.10001361014671457 -0.09628287950257608 0.079857052278140953 -0.0050589792558883885 0.094513452482005267 -0.046653839691637229 0.0034576345051390597 0.098898431768141712 0.030974238962870909 -0.0032752818975848733
leaf_weight=28.199929654729207 0.0031150903232636242 0.5661536539199109 0.0040698288939865481 0.0014890740362457624 0.0043106181095468035 0.51691469156968572 0.018985207496371004 0.014961282309741364 0.0020151471059772766 0.0018577010901275059 0.52233347991943979 10.158047018504682 0.53492550137861705 0.012059837521519401 0.50417683059004026 0.0099291669030208141 0.0099083249369869009 0.0063505558114229643 0.0054508212924702084 0.0029831717259298793 0.0012319694571942819 0.0068141690571792424 0.0055806298332754523 0.52903621688637592 0.0013281445053507923 0.0014340673664721137 0.51834655873170721 0.0077753575216661375 0.0063986676186686964 0.52497185111519684
leaf_count=2718 6 56 3 29 7 66 36 55 30 16 69 379 69 5 10 7 26 28 16 47 27 12 10 94 26 48 14 19 36 70
internal_value=6.8495e-07 -0.000155831 0.00032374 0.000339504 0.000310357 0.000321086 -0.0129008 -0.0556168 -0.0803941 -0.0241746 0.000361201 0.0004787 0.000364347 0.000242559 0.00158753 0.0267447 -0.00212564 0.0207007 -0.00270205 0.0348635 0.00657624 -0.0540902 0.0397984 3.80864e-05 -0.0161713 0.0212231 0.000331777 0.0828823 0.068235 -0.00124261
internal_weight=42.7029 28.7661 13.9368 13.9337 13.9296 13.9281 0.04213 0.0231447 0.0188341 0.00387285 13.886 13.3691 12.8467 12.3118 1.62474 0.0772449 0.051011 0.0410819 0.0311735 0.0180088 0.012558 0.0131647 0.00957481 10.6871 0.00399418 0.00276221 1.5475 0.0262339 0.014174 1.02915
internal_count=4034 2774 1260 1254 1251 1222 144 108 101 46 1078 1012 943 874 401 307 247 240 214 174 158 40 111 473 101 74 94 60 55 80
is_linear=0
shrinkage=0.1


Tree=466
num_leaves=31
num_cat=0
split_feature=9 17 6 13 19 19 13 16 22 7 12 15 5 5 16 0 15 9 17 18 0 20 19 21 17 13 3 20 22 18
split_gain=0.000178591 0.000872124 0.00401873 0.0241903 0.00450821 0.00883779 0.00185886 0.000836108 0.00151482 0.0187173 0.0127226 0.00606555 0.00474012 0.00290082 0.0020661 0.00166055 0.000956471 0.0149061 0.0161975 0.0115751 0.0121206 0.00076881 0.000626611 0.000838518 0.000513083 0.00127621 0.000356061 0.00161474 0.0195957 0.00372745
threshold=204.68881850780005 197.78839148195001 15.945372561050002 117.69263157665002 14.451165964200003 14.551174033150001 117.49368567500001 18.294957218400004 -0.046635000000000003 24.054467534550003 209.59843599465003 19.215947067900004 18.280220412300004 15.120347274900002 9.719977270450002 102.21786657775002 31.385732506450001 217.73656073310005 201.96256717700001 14.613481077900001 94.203572890950014 30.317390213800007 14.551174033150001 5.2345280387500006 202.58869561095003 112.36141910395001 93.281431752200021 41.942745071500006 -0.071864999999999998 13.258241318650002
decision_type=2 2 2 2 2 2 2 2 2 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 24 4 -4 6 -6 8 9 -2 11 13 15 14 -11 -12 17 18 19 20 -9 -1 -18 -24 25 -3 -23 -28 29 -29
right_child=7 2 3 -5 5 -7 -8 16 -10 10 12 -13 -14 -15 -16 -17 22 -19 -20 -21 -22 26 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.070908361628814268 0.00048463631698683369 -0.0056602413090188174 -0.071032625002030586 0.00018499503626970143 0.040590933924061226 -0.074666826544496315 -0.014052249307127122 0.066992187322334654 1.4839167003830466e-05 0.039044560507968631 0.078231904935004981 -0.096690836817884998 -0.10003283123349174 0.084887372645440606 -0.10005319666262505 -0.02916438142357829 0.00019487184348206747 -0.0016333459323897186 -0.03656238265820163 0.097368219101200068 -0.10016216906441287 0.00036769326504740486 -6.3573749711232178e-05 0.0056035829070251418 0.00062229991774073105 0.00038149455040087013 -6.1887205512409593e-05 -0.033264134664677168 -0.089221997273360887 0.00064940804389632936
leaf_weight=0.0015332763481933345 0.50252547670606729 0.53119900892953476 0.058267010742620751 0.50382197071303381 0.011668792882119305 0.022772325048322273 0.013345674248682826 0.011266149696182448 2.0372054016449397 0.0017411980856119049 0.0085499086108029587 0.040836528576676301 0.0022521267799220377 0.0026965368173819115 0.0027613544769948817 0.0017312182297288823 7.6269039846324755 0.51225980058939058 0.018848410718419473 0.043560370715113095 0.0070542233806918367 16.923504032477105 0.51552867431962546 0.52898492703478439 2.5449700834439732 1.0228086551651356 8.6173834561266762 0.034573598218176183 0.026679325381962826 0.51765169942576961
leaf_count=100 11 171 40 16 11 35 31 27 199 35 37 136 37 7 45 100 299 28 30 20 29 1221 49 19 356 16 448 281 152 48
internal_value=7.3849e-07 -0.000126138 -0.00137882 -0.00895245 -0.052361 -0.0295945 0.0114378 0.000330425 -0.0012541 -0.00584498 -0.0583603 -0.0817709 0.0313645 0.00286201 -0.0462622 0.0601477 0.000775164 0.00466068 0.0445989 0.06932 0.00262973 9.96809e-05 0.000509456 0.00280651 -0.000251961 -0.00168372 9.55244e-05 -0.000405336 -0.00551779 -0.00147384
internal_weight=42.6949 30.8302 4.70885 0.609876 0.106054 0.0477868 0.0250145 11.8647 2.6003 0.563094 0.0605689 0.0480356 0.0125333 0.00719909 0.00450255 0.0102811 9.26441 0.592989 0.0807292 0.0618807 0.0183204 26.1213 8.67142 1.04451 4.09898 1.55401 26.1198 9.19629 0.578905 0.552225
internal_count=4034 2926 676 133 117 77 42 1108 607 408 397 223 174 87 80 137 501 134 106 76 56 2250 367 68 543 187 2150 929 481 329
is_linear=0
shrinkage=0.1


Tree=467
num_leaves=31
num_cat=0
split_feature=15 21 19 12 9 2 8 20 7 21 6 9 14 16 16 22 21 17 5 9 20 12 23 7 15 2 6 7 2 2
split_gain=0.000189811 0.000710282 0.000279353 0.000184556 0.00110401 0.000265395 0.000260084 0.00140485 0.000374027 0.000271941 0.00132127 0.000244097 0.0136548 0.000552363 0.00164977 0.000817233 0.000474391 0.0126119 0.003822 0.00429915 0.000428394 0.00456095 0.00785351 0.00466391 0.00719552 0.00434235 0.00201262 0.000482772 0.00193116 0.000426611
threshold=46.435439118750004 15.285239689500001 14.651182102100002 82.696898122450008 192.57902085675002 62.922191810850009 8.7431769115000026 40.00488309970001 23.314707969200004 14.894616075700002 16.485385178400005 200.84017322135003 170.49106629835003 22.594947163200004 22.634947069650003 -0.053159999999999992 7.2055597121000003 196.31479727660005 18.280220412300004 206.22988073345002 36.620308449100001 90.84682862195001 0.10546000000000001 23.514778597300005 37.606388722050006 76.243484112200022 15.575363915900002 24.112074426950006 76.243484112200022 282.50503784000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -8 -9 11 -11 20 -13 16 -15 -16 -14 18 19 -18 21 -7 23 24 25 -23 -24 -25 -29 -19
right_child=1 -3 -4 5 -6 6 7 8 -10 10 -12 12 13 14 15 -17 17 29 -20 -21 -22 22 26 27 -26 -27 -28 28 -30 -31
leaf_value=0.00088309914818073725 -0.0040251930869595089 0.0004744272453928416 0.002292802244591888 0.0016356001269005353 -0.004708092484559178 0.00032002264719017124 0.0054764773697569711 -0.002543002174309627 0.00056224896947443237 0.0018570935900055784 -0.0051714516489076399 -0.089352855897664105 0.00013366541879364377 -0.0065191026846862761 -0.0024694551214365676 0.0031450292975628569 0.034596359196326198 -0.0070975719772060327 -0.10019893622113248 -0.069904986000416655 0.00013752369328436781 0.10001448984286257 -0.10017925035123337 0.10000273038009677 0.082728154701473586 -0.095823550791522494 -0.0037975363427372073 0.10015057837273862 -0.024757019568394968 0.0016483723803643381
leaf_weight=1.0182599954928182 0.53721177842289236 1.0110841044246397 0.54367305431121238 1.0322733117709564 0.54067270249635146 0.50124178282924026 0.54747991173667232 0.51992755102503485 1.5274144714755093 0.53904620906146294 0.53086460972226135 0.017207517872518063 12.195840269013509 0.53164335758992898 0.51954584642226098 0.5174764862313167 0.0062702582696098066 0.062654851873926276 0.015178435492998688 0.010578342423720244 19.396422306738749 0.0014078050990065233 0.0041922517444294982 0.012829832580582234 0.0074526823591440916 0.0057838346081529185 0.004483841697947355 0.0045397672802209845 0.0017017554960964965 0.50771597905367116
leaf_count=48 129 19 67 35 77 17 61 58 56 230 41 61 690 41 19 38 18 145 26 33 1722 5 29 25 11 158 12 1 136 26
internal_value=1.43066e-07 -0.0010868 4.10663e-05 1.08986e-05 -0.00105605 5.35242e-05 1.05344e-05 0.000976896 -0.000226337 -6.03118e-05 -0.00163031 -1.13739e-05 -0.000325355 -0.000218725 -0.00198981 0.000332185 -1.6443e-06 -0.00274106 -0.0638028 -0.0310145 0.000215122 0.00298376 0.0344799 0.0563141 0.0138702 -0.0574871 -0.0503688 0.0889055 0.0660944 0.000687636
internal_weight=42.6721 1.5483 41.1238 40.5801 1.55893 39.0212 37.9889 2.59482 2.04734 35.3941 1.06991 34.3242 14.3841 14.3669 1.56867 1.03702 12.7982 0.602398 0.032027 0.0168486 19.9401 0.543634 0.0423918 0.0337157 0.0146443 0.00719164 0.00867609 0.0190714 0.00624152 0.570371
internal_count=4034 148 3886 3819 125 3694 3659 175 114 3484 271 3213 1097 1036 98 57 938 248 77 51 2116 394 377 336 174 163 41 162 137 171
is_linear=0
shrinkage=0.1


Tree=468
num_leaves=31
num_cat=0
split_feature=15 21 8 4 14 18 9 23 6 13 17 23 7 6 8 9 23 18 23 3 9 9 21 4 20 23 3 4 22 0
split_gain=0.000188034 0.000545805 0.000655319 0.000424849 0.00034158 0.00936769 0.0109646 0.00359377 0.00746179 0.00510224 0.00419019 0.00194528 0.00129747 0.0010136 0.000336683 0.000197388 0.0029955 0.00193703 0.013158 0.00447447 0.00136036 0.000904785 0.000525957 0.00202192 0.0019976 0.00303893 0.000331404 0.00225287 0.00267804 0.000400633
threshold=45.560261772200008 15.531785880150002 8.543332867800002 313.22340827140005 300.92746350285006 13.659439901750002 194.04304600165003 0.087555000000000022 16.355382140900002 115.12515406205002 211.67127343905003 0.082935000000000023 19.078733418100004 15.710367070250003 8.543332867800002 186.68586460755003 -0.5351999999999999 12.867440043550003 0.10249000000000003 94.972471916200007 205.67007911670001 185.44496129890004 15.039695091900002 127.35214607660002 32.724174661450007 -0.27628999999999998 93.870204082750021 142.34057910165004 -0.62218499999999988 85.791387400750025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 15 6 12 8 9 10 11 -7 -6 -11 -9 21 -17 18 19 -18 -21 -1 23 -19 -25 -26 27 -27 -29 -30
right_child=1 -3 -4 -5 5 7 -8 14 -10 13 -12 -13 -14 -15 -16 16 17 22 -20 20 -22 -23 -24 24 25 26 -28 28 29 -31
leaf_value=3.2633231120546859e-05 -0.002854309327188775 0.0020867581720459025 -0.0046238798560083337 0.00066376953075093293 0.020756716284526515 -0.04163434511007106 0.098654515717003718 -0.0023318644961463769 -0.10018837319963432 0.051921665564070865 -0.10004897300942513 0.084036917557414714 -0.10012413116789587 0.10007806938903262 0.0012620907083220913 0.087851300295345325 0.07315940757665787 -0.10033753086826212 -0.093084968135613622 -0.1000411007237974 0.0049557849782588485 0.0045081096255949011 -0.003125136280684249 -0.059968954836188998 -0.10006765623636969 0.047391213045840153 -0.0023968911254497365 -0.060647796189041016 0.0028179179433463035 1.4566038984060946e-05
leaf_weight=2.9129946449569668 0.51705326475082092 0.51385016107150239 0.52041727505110902 1.0212380544428183 0.0011750812267928836 0.0018429502268211273 0.018771658451441908 0.53276430319581913 0.0036576738244613596 0.0070643165236106134 0.0032893661708673916 0.0037137717447666141 0.0036337056868713802 0.011463283110060729 0.5103595555560787 0.0038750278821869646 0.011044116414288818 0.0020084376446892751 0.014814971293077406 0.0021830875455748347 0.0028382349012829877 0.53462088545865061 0.548902608965533 0.0055536926328006988 0.0030339641061222214 0.010052460653269146 0.55894903012942521 0.0072688532256738317 0.51758412682101251 33.856887866155589
leaf_count=1067 60 12 75 61 41 326 11 284 18 32 132 48 46 22 31 4 13 1 28 22 31 55 63 16 13 9 64 23 9 1417
internal_value=4.52434e-09 -0.000828758 -0.00155647 -0.000518734 5.31854e-05 0.00179286 0.0641412 0.000424157 0.03396 0.0518849 -0.0105961 0.0423566 -0.0705855 0.0817167 -0.000573483 4.20936e-06 -6.58618e-05 -7.54473e-05 -0.0251099 0.0375743 -0.040693 0.000726644 -5.36769e-05 -5.45413e-06 3.10015e-07 9.83834e-06 1.85258e-05 5.77821e-05 4.39428e-05 5.67767e-05
internal_weight=42.6629 2.57256 2.05871 1.53829 40.0903 1.09774 0.0235804 1.07416 0.0310314 0.0273737 0.00884609 0.00555672 0.00480879 0.0185276 1.04312 38.9926 35.545 35.5411 0.0308804 0.0160654 0.00502132 3.44762 35.5102 34.9613 34.9593 34.9538 34.9507 34.3918 34.3817 34.3745
internal_count=4034 208 196 121 3826 991 98 893 578 560 506 374 87 54 315 2835 1713 1709 94 66 53 1122 1615 1552 1551 1535 1522 1458 1449 1426
is_linear=0
shrinkage=0.1


Tree=469
num_leaves=31
num_cat=0
split_feature=15 4 3 19 8 8 5 17 3 22 12 21 22 10 5 23 23 17 19 22 13 16 22 17 23 22 21 7 22 22
split_gain=0.000188783 0.000617371 0.000382072 0.000183896 0.000185727 0.000234095 0.000372989 0.000269045 0.00354548 0.0303088 0.0132088 0.0101952 0.00724628 0.00410033 0.00335462 0.00206978 0.00124382 0.000970704 0.000378597 0.00140191 0.00479843 0.00734309 0.00531174 0.00289296 0.0026625 0.00223128 0.00255125 0.0014268 0.000759108 0.00154468
threshold=46.435439118750004 346.42057500560003 92.913112988300014 14.651182102100002 8.8430989333000021 8.7431769115000026 21.991679690250006 201.53484968420003 83.326071295150015 -0.10051499999999999 255.84286977610003 2.3083050893000006 -0.026144999999999998 62.391047833300007 21.386268748550005 -0.55648999999999993 -0.27628999999999998 196.31479727660005 14.351157895250003 -0.14429 117.50981642375002 20.784951395750003 -0.59168499999999991 180.84080166530003 -0.059734999999999996 -0.60611000000000004 2.3083050893000006 22.977992916200005 -0.084275000000000003 -0.075639999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 7 -7 15 -9 -10 11 12 -11 -12 -15 -1 17 -17 19 20 21 22 25 -24 -25 26 -18 -26 -20 -30
right_child=1 2 -4 -5 -6 6 -8 8 9 10 13 -13 -14 14 -16 16 18 -19 28 -21 -22 -23 23 24 27 -27 -28 -29 29 -31
leaf_value=0.067091438454353489 -0.0038804063242120789 0.0022752535125833404 -0.0015857941951114203 0.0018715215832389286 -0.0018083087383141223 0.0024224390634875084 -3.5992114556720267e-05 0.00018047229885064873 0.0016487160656541656 -0.082637242839211159 -0.053322502537119044 -0.10069270652773521 0.02498353468214724 -0.017568052212334932 0.092131118302558948 -0.10006083849648782 -0.063295179328698534 0.013729647043572706 -0.00039042157823540916 -0.00019518141909398816 -0.076221110467513259 0.10006658318626048 0.040757605164218697 0.060890211498670646 0.012810750375016361 0.093220747118141725 0.062024425241237593 -0.095280632356530628 0.0063473173437754177 0.00080594622380031518
leaf_weight=0.0046109629607461447 0.5228307548954011 0.51191219861811965 0.51325702030867149 0.54155177039343882 0.55017676426803674 1.0430344520182182 1.5113714374410845 5.5573988378420172 0.53067802824985688 0.01144600519182859 0.0053023388391011386 0.054457968870188722 0.013798770883738265 0.004382299377880372 0.0076607661878256295 0.0021866589290838725 0.0027803527424126173 0.0011407880052256569 4.6223573885115457 20.506057223882895 0.0048338588314322797 0.010673367116396548 0.0036321000627104775 0.0015435808345334321 0.0014206240341632101 0.0061949232950269089 0.0039075781994828418 0.0086987559704816975 0.55324642205505359 5.5432819030121419
leaf_count=64 80 16 52 67 154 31 27 607 64 37 14 75 10 22 32 120 37 4 138 1399 34 21 374 31 44 26 22 213 102 117
internal_value=1.29282e-07 -0.00108397 0.000342197 4.09533e-05 1.65156e-05 4.16049e-05 0.000967853 -2.15534e-05 -0.000624188 -0.00774802 -0.0591312 -0.0763417 -0.0238118 0.0199518 0.0522132 9.76211e-05 8.7743e-05 -0.0610487 9.42489e-05 -0.000157059 0.0177379 0.0294283 0.00267155 -0.0371753 -0.0614454 0.0499794 0.0099257 -0.0801061 0.000576044 0.00130881
internal_weight=42.6558 1.548 1.02517 41.1078 40.5663 40.0161 2.55441 37.4617 6.18513 0.627726 0.0970481 0.0797027 0.0252448 0.0173454 0.0120431 31.2766 31.272 0.00332745 31.2686 20.5497 0.0436851 0.0388513 0.0281779 0.0152951 0.011663 0.0128829 0.00668793 0.0101194 10.7189 6.09653
internal_count=4034 148 68 3886 3819 3665 58 3607 861 254 190 122 47 68 54 2746 2682 124 2558 2201 802 768 747 662 288 85 59 257 357 219
is_linear=0
shrinkage=0.1


Tree=470
num_leaves=31
num_cat=0
split_feature=6 14 23 20 22 9 9 9 9 9 9 2 6 3 5 20 20 4 14 22 16 20 21 22 10 21 7 9 21 6
split_gain=0.000160825 0.00183325 0.00261263 0.000679443 0.00214049 0.0172703 0.00605614 0.00760708 0.00160944 0.00515617 0.00299845 0.000841047 0.00177957 0.000572376 0.000489778 0.000395554 0.00107557 0.00179213 0.000949715 0.00134054 0.000594818 0.00200766 0.000453963 0.000719689 0.000662822 0.00071068 0.0137534 0.010138 0.000690461 0.000992278
threshold=16.465384711100004 128.57956104760004 -0.55648999999999993 41.50623664750001 -0.080574999999999994 205.67007911670001 194.82237869650001 194.56033515110002 191.72037998490001 191.29995577870002 182.80199813410005 216.11743889730002 16.525386113000007 93.14163192940002 24.393336510100003 40.316494640950005 40.003678352300007 281.32428032805007 179.86971370815004 0.070580000000000018 22.644947046300004 42.456897412850005 13.279159471700002 -0.117885 62.00390986255001 3.2025200283000004 24.638209564850005 192.98754432855 3.9632429946000003 16.445384243750002
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 11 6 7 8 9 10 -6 12 -5 -14 -2 16 -4 -18 19 -17 22 -22 24 -24 -20 26 27 -26 -27 -30
right_child=3 2 15 4 5 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 18 17 -19 20 -21 21 -23 23 -25 25 28 -28 -29 29 -31
leaf_value=-0.088159876192173178 0.00024145529032992374 0.084471388748086462 -1.41454492037139e-05 -0.0062317397769785822 0.053413536689047504 -0.0013498338793373247 -0.08906615513163188 0.10013886623191853 -0.10014855953800417 0.10008131278843202 -0.079627020173751062 0.0032321974417488576 -0.0022721183378698723 0.0018315800106328654 -0.0028700535047019591 0.0065330544510238788 -0.0073579257919603423 0.0008675829220011525 -0.0036481052475529139 -0.00049644808404557814 0.0070310432519059638 -5.1662543331544653e-05 5.3066780554293519e-05 0.0045645274821465879 -0.053668097122774233 -0.0037348181158204253 -0.00048972211766632791 0.091541341817491906 -0.00020474450704251288 0.0042476066881717471
leaf_weight=0.002351215527602756 10.582992716633211 0.0036735912888933289 7.817426443112157 0.53497229650615574 0.0020168257634439754 0.50149439764672366 0.031440513753480559 0.004187611397355794 0.0045902082394455581 0.0024547886569052943 0.010585493941611901 0.52018253973483597 0.50907489311794041 1.02267070662036 0.53128826834076726 0.58150490723653436 0.55145775367167049 0.5096947627362971 0.52444202176352028 0.50853533964956554 0.54362511636281796 1.5170794188358625 1.0037471427773099 0.54591201934966571 0.0058361226404727287 0.52266561834510561 0.52104754939123099 0.027291902601518814 12.67699130208562 0.52113574579357269
leaf_count=6 225 22 1000 48 107 35 27 1 11 1 26 82 10 98 292 127 81 38 78 15 60 31 167 117 37 156 196 74 858 8
internal_value=-4.06491e-07 0.000137233 0.000144548 -0.000274417 -0.0015724 -0.00719699 -0.0602462 -0.0222299 -0.0483114 -0.0325087 -0.0583357 -0.000361843 -0.00126644 0.000467718 9.2718e-05 0.000133632 -0.000419658 -0.00340703 0.000385554 0.00325359 0.000215738 0.00181679 1.39339e-05 0.00164236 -0.00015658 -2.83062e-05 0.00348257 0.06596 -0.000170109 -2.89408e-05
internal_weight=42.6424 28.3844 28.3821 14.258 3.14367 0.55677 0.0552754 0.0238349 0.0196473 0.0150571 0.0126023 2.5869 2.06672 1.53175 11.1143 28.3784 8.87858 1.06115 19.4998 1.09004 18.4098 2.0607 16.3491 1.54966 14.7994 14.275 0.554176 0.033128 13.7208 13.1981
internal_count=4034 3071 3065 963 446 208 173 146 145 134 133 238 156 108 517 3043 1119 119 1924 142 1782 91 1691 284 1407 1329 307 111 1022 866
is_linear=0
shrinkage=0.1


Tree=471
num_leaves=31
num_cat=0
split_feature=12 9 14 23 15 20 15 12 14 21 13 17 23 0 20 0 18 18 7 5 14 21 9 17 0 20 21 2 7 7
split_gain=0.000155064 0.000940252 0.000190415 0.00192151 0.00173914 0.000819392 0.0170138 0.00951667 0.0171528 0.0050867 0.00434248 0.000376818 0.000261496 0.000258012 0.000231371 0.000346511 0.000215205 0.00140165 0.00117774 0.014749 0.00304636 0.00213429 0.000428961 0.0006146 0.000265489 0.00238513 0.000829684 0.000851431 0.000474385 0.00117456
threshold=82.696898122450008 192.57902085675002 179.86971370815004 -0.50325999999999993 36.346245650200011 41.360869295700006 36.207782793200003 103.54784004735002 165.09063850220002 6.6209860876500004 117.60660091645001 197.71582798205003 0.093160000000000034 86.20003303655001 38.400997490450003 97.096353839300008 13.043896815850003 12.909082926650003 22.792619241600004 21.850554661550003 223.94567884220001 5.3092490988000014 190.49354742400001 187.51563899930002 86.329079026800017 41.685324604100011 14.70115454445 78.595990734650016 23.445318439400001 23.296055099200004
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 7 8 9 -7 12 13 -11 -2 15 -15 17 -5 19 20 22 -22 23 -18 25 -20 27 -26 29 -29
right_child=2 -3 3 16 -6 6 -8 -9 -10 10 -12 -13 -14 14 -16 -17 18 -19 24 -21 21 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.00081350896714932331 0.0025178872883816258 -0.0043425986450205175 -0.03268079702042874 -0.00044833598509143855 0.10008144631646772 0.084974694183265462 -0.0021592632540896506 0.095550632590044093 -0.083158535612065002 -0.051193945831238333 0.068918698108520304 -0.0023328965818488405 -0.1001887387312656 0.0033002565944026431 -0.0002410928211292976 0.00014160069794469997 -0.10035228705506304 0.005240481029575513 1.0457578021976451e-05 -0.0010416690666053391 0.08660521313203394 -0.078239836927043088 -0.10059024137347966 -0.046778476696032488 0.091495510635131644 -0.0068116610089439776 0.0039509177848770392 0.00031483027060414992 -0.00020015069536031757 0.0052989514305719259
leaf_weight=1.0172940201197338 0.53333951670973778 0.54215831747072218 0.0013733896883384436 1.9299964263641016 0.0035044097458012402 0.022017965993704869 0.51817371521394762 0.027986479486685312 0.011602320237148245 0.0021775300423838573 0.0039657163142692298 0.5431718095665018 0.0021798530302703512 0.52953382471605426 3.5251915974122312 1.0092322991757781 0.0041096066165827311 0.55842160147020781 5.0854609056423241 0.52200926304190265 0.0017846491266012973 0.0014027803627921775 0.014656527560873656 0.0044710051656160488 0.0010169449612565931 0.56990741456788629 0.5419877787624533 3.5818761297587569 20.978886446917102 0.54472648762222764
leaf_count=48 97 83 112 350 2 37 48 34 24 34 4 68 6 32 55 24 34 82 94 177 38 84 9 15 11 143 180 95 1929 85
internal_value=-2.98166e-07 -0.00097906 3.68623e-05 -5.84376e-05 0.062701 0.000523315 0.00408913 0.0503891 0.0202553 0.0598004 -0.00679567 0.000181799 -0.0757044 0.00042583 0.000205493 0.00122859 -6.73521e-05 0.000828282 -0.000137322 -0.00473131 -0.0776191 0.0140573 -0.0901944 -0.0724372 -5.68369e-05 -0.000677027 7.99118e-05 -3.65366e-06 -7.36e-06 0.000972752
internal_weight=42.6336 1.55945 41.0742 34.3456 0.0048778 6.72857 0.588104 0.0699299 0.0419434 0.0303411 0.0083231 6.14047 0.00435738 5.5973 5.06396 1.53877 34.3407 2.48842 31.8523 0.548434 0.0264246 0.00318743 0.0232371 0.00858061 31.3039 5.65537 25.6485 25.1065 25.1055 4.1266
internal_count=4034 131 3903 3440 114 463 187 139 105 81 44 276 40 208 111 56 3326 432 2894 357 180 122 58 49 2537 237 2300 2120 2109 180
is_linear=0
shrinkage=0.1


Tree=472
num_leaves=31
num_cat=0
split_feature=8 15 15 15 15 15 8 5 7 18 21 4 9 3 23 23 23 16 7 17 8 18 2 18 18 7 23 0 20 3
split_gain=0.000164752 0.00168106 0.00372514 0.00366957 0.00228706 0.000451525 0.000259335 0.000556195 0.000219296 0.00183154 0.0170971 0.0078824 0.00398052 0.00824722 0.00366224 0.00181704 0.00101309 0.000508479 0.000276976 0.00102125 0.000914531 0.000284635 0.0043797 0.0006304 0.000747912 0.000732542 0.000775594 0.0155975 0.0010995 0.000586132
threshold=8.8430989333000021 36.124429763000009 30.108785229950005 33.005488016050009 31.504255087500002 29.037712645600003 8.7431769115000026 21.991679690250006 22.721067571950005 12.971888692100002 5.7587983756000005 244.52697497700004 185.44496129890004 93.72771580185001 -0.26753499999999997 -0.5351999999999999 -0.27628999999999998 22.664946999500003 22.938075114600004 162.57770630285003 8.2435668022500028 13.4793103924 41.467794892200004 13.531614672700002 13.552878921100001 23.549545123900007 -0.09053499999999999 96.959242474650011 32.724174661450007 93.216908757050007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 4 -4 -2 8 -8 9 -1 -11 12 13 -12 -13 -10 -17 18 20 -20 -18 29 -23 -24 -25 -26 27 -27 -28 -21
right_child=1 -3 3 -5 -6 -7 7 -9 15 10 11 14 -14 -15 -16 16 17 -19 19 21 -22 22 23 24 25 26 28 -29 -30 -31
leaf_value=-0.00016130339975198196 -0.054241286846239224 -0.00024967209608458331 -0.013616869483960965 -0.054418150878820383 0.056614405852790775 -0.1001509138879523 0.0027730081853973502 -0.00022641327815494338 0.079079348925828366 0.00061587091937831222 -0.079203527670494989 0.099896509259127644 0.095843439368790473 0.082889450872506834 -0.10011062113108851 -0.059606601065201471 0.00043254366559144819 -0.0031147179153555317 -0.1000259131615928 0.0015880935452777713 -0.0045792246905981375 0.10014426368773377 -0.0036454180363103741 0.0036191067747274779 -0.0037672425307038026 0.041947530341649573 -0.10006364608345673 -0.093892020720570013 -9.8627188765991e-05 -0.00013213817708720705
leaf_weight=3.9563872128438815 0.0038685700113177957 0.52500622963658294 0.0093088115980037855 0.0097472943139109702 0.0092385467205033933 0.0048007493560362491 1.0448639298820119 1.5141146232192992 0.0028961739951743884 0.53839245067864283 0.0045622254431676732 0.0011844403587957233 0.030310901288657988 0.010061319700021443 0.0040318718811299392 0.0028638370466883547 1.0114607428404401 0.56054764078726194 0.0010210200414836326 3.0732152396449148 0.56887471084247199 0.0043498482555176512 0.5217783351947699 0.52001288295196246 0.56654429770069015 0.020140325056601349 0.0011003262113992154 0.014566274510072974 22.519316141821548 5.5717603783503904
leaf_count=557 39 86 22 26 19 9 31 34 9 229 50 14 31 20 111 24 31 82 149 59 56 1 12 59 121 30 64 142 1833 84
internal_value=-2.68125e-08 -0.00170092 -0.0223133 -0.00474124 0.0213657 -0.0796643 2.26967e-05 0.000998289 -4.04977e-05 0.000612952 0.00581776 0.0616625 0.0751703 0.03232 -0.0546961 -0.000125447 -0.000132009 -0.000127137 -7.84458e-05 -1.61692e-05 -0.00137155 -1.30572e-05 -0.000189209 -0.00020727 -0.000131389 -0.000215739 -0.000126532 -0.015064 -0.000103511 0.00047939
internal_weight=42.6263 0.56197 0.036964 0.0282947 0.0185474 0.00866932 42.0644 2.55898 39.5054 4.54493 0.588543 0.0501508 0.0449344 0.0146235 0.00521631 34.9604 34.9576 34.9547 34.3941 32.8138 1.58034 32.8128 24.1678 24.1635 23.6417 23.1217 22.5551 0.0347066 22.5204 8.64498
internal_count=4034 201 115 67 41 48 3833 65 3768 1012 455 226 101 70 125 2756 2747 2723 2641 2554 87 2405 2262 2261 2249 2190 2069 172 1897 143
is_linear=0
shrinkage=0.1


Tree=473
num_leaves=31
num_cat=0
split_feature=12 9 12 12 20 7 2 15 15 2 22 8 22 23 14 6 5 20 3 15 20 21 9 3 0 7 10 15 22 22
split_gain=0.000137685 0.000774612 0.000190434 0.000828567 0.00104553 0.00164963 0.000755922 0.000564256 0.0107321 0.00872601 0.00424907 0.00261682 0.002582 0.00238803 0.00157284 0.00138846 0.00144142 0.00105421 0.000497305 0.00215042 0.000916669 0.000864938 0.000605306 0.000598809 0.000491902 0.000432378 0.000463005 0.000459708 0.000416921 0.00084156
threshold=82.696898122450008 192.57902085675002 149.09269374785001 144.57070813310003 32.724174661450007 22.545611589100002 130.44142995155002 25.621990087700002 21.092276343250003 174.09315058345001 -0.068964999999999985 8.0437227585500022 -0.102645 -0.43377499999999997 240.28931515145004 13.865323961050001 13.361597395450001 48.778770352700008 93.281431752200021 41.29990759910001 43.752965619700007 14.70115454445 189.78071820640002 93.499196860750018 85.925810307250018 23.127267687200003 61.923256118600001 44.891409666300007 -0.101395 -0.12546499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -4 8 12 -10 11 17 14 -9 -8 16 -16 -11 20 -20 21 22 -15 -21 -25 -24 -27 -28 29 -6
right_child=2 -3 6 -5 28 -7 7 13 9 10 -12 -13 -14 18 15 -17 -18 -19 19 23 -22 -23 25 24 -26 26 27 -29 -30 -31
leaf_value=0.00070469116240492687 0.035756521308886589 -0.0039784032544964033 -0.0038785421944377459 0.0041489473715093988 0.00039529122261443191 -0.10009457038942803 0.099383928944030198 0.099778782578868325 -0.098365151225471625 -0.10002003437451837 -0.1000428815167228 0.083348382858106626 -0.00079949511985795093 0.0033454254026147102 -0.042872148364905847 -0.067725314907509868 0.078989229452750803 0.032309045198882183 -0.0067264521555132437 0.0029775469590154948 0.0044019203162278461 0.0041077729511797773 -0.002917002074381005 -0.00018031413829129714 -0.0034192406096636725 0.0029347827489877732 5.6867140041743326e-06 -0.0029936565659945294 -3.4091223969329054e-05 0.0047612465997936403
leaf_weight=1.0164336941314278 0.0013893946456783315 0.54128998922624294 0.53239307562642935 0.53701124095817476 2.0459733552165553 0.0025060745694300834 0.0039545499992759275 0.0023989834866736661 0.020527054114207688 0.0013285888782840205 0.0025645398259159799 0.0058702917885966599 0.51361355015745913 0.52631291284823056 0.0013530199669769399 0.0014305691688516475 0.0034345755956183832 0.0011008703010408349 0.55026959630144112 0.54381839227244189 0.52607858518646011 0.53487002965766883 0.5276399875547203 4.5498604394211206 0.52277093547946929 0.51735507410194159 12.757065923128149 0.53233447839875303 14.733240754777997 0.56298003804034102
leaf_count=48 54 83 41 91 445 27 19 6 130 72 59 15 409 23 349 52 93 56 112 36 58 36 21 194 27 21 482 44 763 168
internal_value=1.84722e-07 -0.000922627 3.51929e-05 0.000280367 0.000160601 -0.0516406 -0.00015397 -6.64072e-05 -0.00321511 -0.0600085 0.0124627 0.0472257 0.000188606 1.2725e-05 0.0500772 0.0187196 0.04455 -0.0400572 1.88955e-06 -0.000760534 0.000297189 0.000156927 1.47273e-05 -0.000176026 -0.000514109 -0.000107565 -1.99618e-07 -0.000114458 0.000172237 0.00133741
internal_weight=42.6192 1.55772 41.0614 17.8831 17.3461 0.00389547 23.1783 22.646 0.555178 0.0313913 0.0108643 0.00829975 0.523786 22.0908 0.0101727 0.00621816 0.0047876 0.00242946 22.0884 6.16672 15.9217 15.3956 14.8607 5.61645 5.07263 14.3344 13.8068 13.2894 17.3422 2.60895
internal_count=4034 131 3903 1548 1457 81 2355 2314 1254 332 202 143 922 1060 513 494 442 128 1054 369 685 627 591 257 221 568 547 526 1376 613
is_linear=0
shrinkage=0.1


Tree=474
num_leaves=31
num_cat=0
split_feature=9 17 6 13 19 19 13 17 17 22 15 9 22 22 20 17 10 0 17 6 8 22 20 23 23 10 20 20 18 13
split_gain=0.000148774 0.000793413 0.00305237 0.0179817 0.00394435 0.00772588 0.00143396 0.000496284 0.000921628 0.00210318 0.000900905 0.00961888 0.00253783 0.00244984 0.00102653 0.000745594 0.000500481 0.000833621 0.00105862 0.000471651 0.000865158 0.000341675 0.000304581 0.000254175 0.000632804 0.000405319 0.00185023 0.0312858 0.000716666 0.000484207
threshold=204.68881850780005 197.78839148195001 15.945372561050002 117.69263157665002 14.451165964200003 14.551174033150001 117.49368567500001 196.31479727660005 200.79056394860001 -0.11103999999999999 30.108785229950005 219.21617201485003 -0.14259499999999997 -0.026144999999999998 42.141702038450013 193.96328872865004 67.074341896550024 86.756543869550015 200.93854407600003 15.255356438950001 8.1436447804000007 -0.095854999999999996 40.098777110850008 0.12084500000000002 0.11334500000000002 61.987779113750001 40.633548727200008 41.360869295700006 13.131682570750003 117.58509325145
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 19 4 -4 6 -6 15 9 -9 11 12 14 -14 -10 21 17 -12 -19 20 -3 -2 -23 24 25 26 -1 28 -28 -27
right_child=7 2 3 -5 5 -7 -8 8 10 -11 16 -13 13 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 29 27 -29 -30 -31
leaf_value=0.00017181567757347361 0.0023613605707894481 -0.0001016903339884108 -0.066163624774724747 -0.00038263907734038631 0.040551199508049245 -0.069884136885981482 -0.0090200033344245926 0.00022591547194260729 0.069652038178291686 0.0078148028363396287 -0.0012118128336084963 -0.00027681509612112785 -0.092863761282318824 -0.034731912975754418 -0.039641258896574737 -0.0040091652768204991 -7.797078375065212e-05 0.00037671174162954516 0.0066999319159667522 0.002476490624267527 -0.0044996166217033387 -0.0025897665193354187 -9.5515415376256899e-06 -0.00068546291312378369 0.0036543002125601779 0.00017456297309580463 -0.067799753461607909 0.00017959338831117336 -0.1006604600948829 0.0020196790264789509
leaf_weight=2.9652627215721616 0.52771927902383975 3.04725645076743 0.052141591665113007 0.50190031658712542 0.010781385804875754 0.020867217812764238 0.012720650175367609 1.0067480576715437 0.0020509153988985665 0.573066218612439 0.50739151155740803 0.51450847012173639 0.01564081390809946 0.013512595010297335 0.0014791978462653788 0.52543485944475765 3.0243619980119831 0.50146526371827327 0.56092646642719046 0.51990105590084557 0.52425477498036333 0.52550017132696236 3.5355411809965318 3.5620145838703463 0.52512315475129767 16.904019539909061 0.0085409522550036199 0.54063017708194128 0.029770269521577575 1.5529379072070231
leaf_count=215 123 480 40 16 11 35 31 37 34 143 20 149 65 32 17 57 82 3 100 18 45 83 163 91 26 1501 25 293 63 36
internal_value=8.16559e-08 -0.000115785 -0.00131328 -0.00798406 -0.0475149 -0.0255995 0.0137204 0.000301397 0.000866257 0.00297873 0.000217143 -0.00361846 -0.0562231 -0.0659197 0.0238557 -0.000440952 0.000673989 0.00212272 0.00371527 -0.000337608 -0.000747253 -3.23741e-05 -0.000343432 9.94848e-05 0.000223606 0.000141723 -0.00083776 -0.00600867 -0.0933346 0.000329808
internal_weight=42.6135 30.7781 4.68982 0.598411 0.0965108 0.0443693 0.023502 11.8353 6.72115 1.57981 5.14134 0.547192 0.0326835 0.0291534 0.00353011 5.1142 4.59415 1.56978 1.06239 4.09141 3.57151 4.58876 4.06104 26.0883 22.5263 22.0012 3.5442 0.578941 0.0383112 18.457
internal_count=4034 2926 676 133 117 77 42 1108 682 180 502 297 148 97 51 426 205 123 103 543 525 369 246 2250 2159 2133 596 381 88 1537
is_linear=0
shrinkage=0.1


Tree=475
num_leaves=31
num_cat=0
split_feature=23 15 8 15 15 15 15 15 8 5 20 21 21 9 6 15 13 8 20 15 6 9 17 16 21 14 16 2 22 16
split_gain=0.00089111 0.00139751 0.00017505 0.00140346 0.0032556 0.00303755 0.00193641 0.000502565 0.000352731 0.000481962 0.00022868 0.00219991 0.0123805 0.00804178 0.00768499 0.00289383 0.00220568 0.00187856 0.0010207 0.00204487 0.000454517 0.000762904 0.00143649 0.000699095 0.000678861 0.000668039 0.00104998 0.000596015 0.000803988 0.00200741
threshold=-0.55648999999999993 39.883592142850006 8.8430989333000021 36.124429763000009 30.108785229950005 33.005488016050009 31.504255087500002 29.037712645600003 8.7431769115000026 21.991679690250006 40.316494640950005 2.0502020052500005 1.8400491212500001 192.98754432855 14.815346158200002 22.662932349550001 117.41840884735002 7.943800736700001 40.040005255000004 41.195083317300011 16.465384711100004 189.78071820640002 186.26099832155003 22.654947022900004 3.2025200283000004 179.86971370815004 17.974957966700003 217.08409765600001 -0.090495000000000006 22.574947209950004
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 6 -6 -4 10 -10 18 12 13 17 15 -15 -16 -12 -2 -20 23 22 -22 24 -13 26 -26 28 -23 -30
right_child=2 -3 3 -5 5 -7 -8 -9 9 -11 11 20 -14 14 16 -17 -18 -19 19 -21 21 27 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.029490990196332712 -0.00012714654565937895 0.10007178681502289 -0.050109009125150684 -0.00045403130477882092 -0.012722226643200222 -0.050579016174401338 0.052522861879252238 -0.10013536767491399 0.0028084382561401966 1.7251135772373136e-05 0.025970625065702226 0.0038174948845966397 -0.08872863843861338 0.041120111608311 0.092174375140566242 -0.0976254112644242 0.023330711614940228 -0.096793821677180869 -0.0076744411660019819 0.001128401273905321 -0.00064783443585380836 -0.00063221099817990139 0.0056888085248983991 0.0039691631684893895 -0.00069781227818855142 5.1887175897299066e-05 0.0055755106793071328 0.0006676331483313555 -0.00058475630326126655 -0.0080315360176651512
leaf_weight=0.0013515509860287924 9.7320588560765255 0.002167863305658102 0.0037607438158041573 0.52427062035656569 0.0092800553728693558 0.0094668123720111907 0.0089224041509012864 0.0043090841500088573 1.0448496792741928 1.5165645285611615 0.0015349060148598381 0.53627597959198325 0.017654670303556941 0.0022234086486356821 0.013965027545054909 0.0046412272160978318 0.0069799778442529705 0.006632811164308805 0.54343471861600423 0.51299339746037731 1.0096155325667635 4.5388186546835811 0.55409296226928484 0.53795110293844928 0.50328435730959487 16.773034432629071 0.56780403176378513 2.0367625074172686 1.0094716199928351 0.56437619579143916
leaf_count=65 1214 1 38 86 22 26 19 9 31 34 120 167 41 16 28 49 35 15 74 18 196 37 58 46 19 1342 101 59 14 54
internal_value=-5.93551e-07 0.0503162 -4.75097e-06 -0.00176109 -0.0209349 -0.00463528 0.0192593 -0.0768218 1.86478e-05 0.00115583 -5.51431e-05 9.24659e-05 -0.0201416 0.0135151 0.0391372 -0.0526867 0.069232 -0.0737235 -0.000447615 -0.00339985 0.000130368 -0.000425683 0.00159753 0.000415858 0.000311861 0.000206505 0.00262779 -0.000813895 -0.00130755 -0.00325514
internal_weight=42.5985 0.00351941 42.595 0.56001 0.0357391 0.0276693 0.0182025 0.00806983 42.035 2.56141 39.4736 28.6851 0.053632 0.0359774 0.0278096 0.00686464 0.020945 0.00816772 10.7885 1.05643 28.6315 9.71314 1.56371 18.9183 18.3804 17.8441 1.07109 8.14943 6.11267 1.57385
internal_count=4034 66 3968 200 114 67 41 47 3768 65 3703 2397 304 263 128 65 63 135 1306 92 2093 418 254 1675 1629 1462 120 164 105 68
is_linear=0
shrinkage=0.1


Tree=476
num_leaves=31
num_cat=0
split_feature=22 15 15 14 21 2 6 6 23 5 17 17 18 22 17 22 3 20 9 8 6 7 15 18 19 23 17 7 12 6
split_gain=0.000147508 0.000997767 0.00261534 0.000952913 0.000949171 0.00586523 0.00908223 0.00513342 0.00473895 0.00326674 0.00191486 0.00148035 0.0040241 0.00198709 0.00179919 0.00136446 0.000686115 0.0165123 0.0136322 0.0123622 0.00405749 0.00764792 0.00102704 0.000403859 0.000388473 0.0036051 0.0182323 0.0102669 0.00223651 0.000645512
threshold=-0.067109999999999989 41.800301886400014 46.683480308100009 128.57956104760004 1.0000000180025095e-35 71.340832650850004 15.255356438950001 14.785345457250001 0.093735000000000027 23.626838821450004 182.20563699335005 179.11813834395002 13.565177112500001 -0.23783499999999999 171.59570528810005 -0.58287999999999995 93.394346993650018 39.577821550850011 186.68586460755003 8.1436447804000007 16.525386113000007 22.649177329550003 37.870720399650004 11.862896247150001 13.051052998800001 0.088145000000000015 189.95176274255002 26.157592435900003 217.19140783420002 16.265380038000004
decision_type=2 2 2 2 2 2 2 2 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 16 -3 -1 7 6 -6 10 9 -9 -5 12 13 -7 23 -12 22 -18 19 -19 -20 -22 -2 -15 25 26 -13 -28 -29 -26
right_child=1 2 -4 4 5 11 -8 8 -10 -11 15 24 -14 14 -16 -17 17 18 20 -21 21 -23 -24 -25 29 -27 27 28 -30 -31
leaf_value=0.057658145481102957 -1.1812845879064408e-06 0.0076177596560244726 -0.0020844828158415223 0.050507610722193563 -0.10021568687471978 -0.086262945599451427 0.0013438595827414844 0.09088036833596054 -0.018632956942236888 -0.053941942148030768 0.026515700948752788 -0.10022083705326204 -0.10010920850537844 0.0084693553081211844 0.082787999586545979 -0.10005486604924314 0.0020295008204121458 -0.090308046968200328 -0.10041486208657267 0.10009433220608242 0.057620176596987809 -0.10026038918002896 0.0042563113118451682 -0.077075881194560644 -0.0014555893521508096 0.00059724592160232022 0.089042488849970097 -0.10008499648827125 0.06621215023483977 4.8439389349001338e-06
leaf_weight=0.0028493411709814556 16.786558625596747 0.59746599907548048 0.5193314999006482 0.0014054588069227205 0.014928192265084017 0.0015806805790483658 0.021468973378205192 0.013311048747752352 0.0087351743695762707 0.001763962759327776 0.0010224374555503069 0.0084406542111272742 0.0053709191328498163 0.0011910785174094052 0.0036874846868570899 0.0051008234333131397 0.56327767474436941 0.0053987662940602208 0.031656195325922454 0.0092566095991060138 0.0053313787713236138 0.0072278518130701741 0.58639810525346447 0.0010283403298814164 3.6530856572937109 2.0574704121318468 0.027270245905148927 0.004009443684737767 0.0010130656081657197 17.645047672757066
leaf_count=20 942 106 41 46 70 148 39 29 29 175 29 120 189 34 34 109 45 143 23 6 39 9 81 27 394 244 111 78 146 528
internal_value=-5.99079e-07 0.000205673 0.00310604 -0.000168499 -0.000175517 -0.000198764 -0.0403105 0.0172161 0.0399745 0.0739344 -0.054759 -0.000136398 -0.0340573 0.0133224 0.0399714 -0.0789206 2.56733e-05 -0.00323728 -0.05363 0.0299537 -0.0813342 -0.0332403 0.000142524 -0.031167 -0.000117755 0.00118048 0.03064 0.0648443 -0.066542 -0.000245652
internal_weight=42.5917 19.1119 1.1168 23.4798 23.4769 23.4456 0.0363972 0.0313389 0.0238102 0.015075 0.00752872 23.4092 0.0128585 0.00748758 0.0059069 0.00612326 17.9951 0.622148 0.0588708 0.0146554 0.0442154 0.0125592 17.373 0.00221942 23.3963 2.0982 0.0407334 0.0322928 0.00502251 21.2981
internal_count=4034 1435 147 2599 2579 2162 109 417 233 204 184 2053 432 243 95 138 1288 265 220 149 71 48 1023 61 1621 699 455 335 224 922
is_linear=0
shrinkage=0.1


Tree=477
num_leaves=31
num_cat=0
split_feature=5 23 23 23 16 9 17 22 20 3 2 19 15 22 15 10 16 6 13 23 0 22 4 21 0 23 4 21 10 6
split_gain=0.00017287 0.0010923 0.000786858 0.000462489 0.00528446 0.0122989 0.00422715 0.00156605 0.00141725 0.000761531 0.000412476 0.000318356 0.000201925 0.00117367 0.000489972 0.000261311 0.000857458 0.00125968 0.000677396 0.000469904 0.000641357 0.000359978 0.00177455 0.00095541 0.0113132 0.00512734 0.00383709 0.00229908 0.00165596 0.000878208
threshold=23.730745871350006 -0.55648999999999993 0.11082500000000002 0.092260000000000023 22.634947069650003 191.98656730705002 193.58923865885004 -0.092710000000000001 44.952171034750002 93.620177476600006 253.13454704850002 14.551174033150001 41.492094664050008 -0.06828999999999999 42.493282152450007 61.987779113750001 22.654947022900004 16.575387281250006 117.58509325145 -0.27628999999999998 93.133566555000002 -0.095854999999999996 127.35214607660002 8.5501791199000028 86.83719761350001 0.087555000000000022 195.50296729855003 12.510904521150001 70.206395618550019 16.495385412050002
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -7 -2 -5 -10 -6 15 14 -14 16 -3 -18 19 20 -17 23 -23 -21 -25 26 -26 -27 -29 -24
right_child=2 12 -4 9 11 7 -8 -9 10 -11 -12 -13 13 -15 -16 18 17 -19 -20 21 -22 22 29 24 25 27 -28 28 -30 -31
leaf_value=0.068556483236573193 -0.10002514050191345 2.834438386344852e-05 -0.0042386237751001676 0.0039976956658763808 -0.002379575401014663 -0.032401296425616483 0.099914685577784601 -0.10027597747194113 0.048137924684185207 -0.00025042276950763137 -0.027149032897057303 0.0011573273342560303 0.0017025085151495254 0.0047932105021727608 -0.0010107527270095927 0.0098791938796068263 -0.0066043051600973863 0.00033409999050371255 0.0021268770045480617 0.00098430738135452372 -0.100042310539027 -0.10024628872124899 -5.6107454239816317e-05 0.00035759899258006148 0.099296007536579883 -0.09110408674828506 -0.060735341273113232 0.044016771754872036 -0.063582893274786209 -0.0029870690221138964
leaf_weight=0.0023283184772314716 0.0016842164427672834 3.5413558600336499 0.52351589371389184 0.53329727310338571 0.50695687499205966 0.0042647090147056579 0.0060859729470197355 0.01675177373744674 0.0016500937056385112 2.0216761136738768 0.0013018362110145398 0.51101088370683101 1.0307236848893815 0.60443006764853535 1.8786393047621457 0.0010252929247377965 0.5378208837501004 0.50959132565029108 1.5560252282521094 6.1706944678592626 0.0011005931668092717 0.0017730072613443273 20.991358004837501 0.51271634197769389 0.0032304495370141231 0.022531563589325287 0.0027942391134029299 0.0023502153724157529 0.0036541554460427506 1.0746330443864156
leaf_count=13 376 60 39 26 71 30 10 63 56 69 48 25 23 74 57 19 30 41 32 874 26 3 1459 29 9 62 266 11 33 100
internal_value=-9.49233e-07 6.50762e-05 -0.00061589 -8.97524e-05 -0.00185691 -0.0420397 0.0451126 -0.0865027 -0.0268273 0.000636283 0.0149355 -0.000604081 6.09284e-05 0.000783523 -4.95036e-05 -1.17557e-05 -0.000715072 -0.0032286 9.46037e-05 -1.52436e-05 -0.0470283 -1.17716e-05 -0.000206886 0.000629157 -0.00337526 -0.0587532 0.0250738 -0.0764513 -0.0214665 -0.000198848
internal_weight=42.577 38.4488 4.1282 3.60468 1.04971 0.0317386 0.0107221 0.0210165 0.00463615 2.55497 0.00295193 1.01797 38.4464 3.51379 2.90936 34.9327 4.58877 1.04741 30.3439 28.7879 0.00212589 28.7857 22.0678 6.71797 0.547277 0.0345606 0.00602469 0.0285359 0.00600437 22.066
internal_count=4034 3221 813 774 679 583 490 93 480 95 104 96 3208 154 80 3054 131 71 2923 2891 45 2846 1562 1284 410 381 275 106 44 1559
is_linear=0
shrinkage=0.1


Tree=478
num_leaves=31
num_cat=0
split_feature=22 20 18 18 21 10 0 0 5 9 22 4 22 6 10 10 22 23 22 9 3 20 16 19 23 8 23 0 20 2
split_gain=0.000147685 0.00246404 0.00259703 0.00188532 0.00144999 0.00655577 0.00435603 0.0044133 0.00261081 0.001171 0.000851516 0.000824898 0.000754066 0.00259018 0.00242741 0.0035763 0.00241219 0.00111497 0.000826499 0.00202217 0.00291521 0.00100111 0.000711862 0.000685061 0.0013448 0.00181622 0.0010782 0.00117147 0.00120028 0.0017951
threshold=-0.079634999999999997 34.654301448200009 14.493864790000002 12.252111811850002 1.0000000180025095e-35 70.206395618550019 90.533827542850005 89.953120586650016 22.246947245750004 190.73543849905005 -0.231905 271.38025028115004 -0.085584999999999994 16.415383542800004 61.622148808000013 58.167480110400007 -0.13734499999999997 -0.144095 -0.08786999999999999 177.77223095870002 93.819123378250012 47.709122305950011 22.644947046300004 14.351157895250003 0.087795000000000026 8.7431769115000026 0.095750000000000016 86.329079026800017 42.536568606950006 137.02423825130003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 5 6 7 8 -3 -1 -10 -4 14 -14 15 16 17 -6 19 20 21 -16 -21 -5 25 -25 -26 -28 29 -29
right_child=3 4 11 23 12 -7 -8 -9 10 -11 -12 -13 13 -15 18 -17 -18 -19 -20 22 -22 -23 -24 24 26 -27 27 28 -30 -31
leaf_value=0.004909331039183229 -0.080487828327989536 0.099992464161596295 0.02148776945869306 -0.00014056443078109575 0.013624107622440734 -0.092658640219543148 0.098839124561579894 -0.10024419510200143 0.025665049167206178 0.10002977992751166 -0.10007706322913663 -0.10008509976842705 -0.0078490906754329001 -0.00018878587550023645 -0.1000260332735446 -0.096358492602504162 0.09928392767134768 -0.10003770527822878 0.0038404125729868035 -1.0378656140518262e-05 0.098601427290611332 0.015340667841539569 -0.0036921806191511104 0.0081361285242707148 -0.0038019627728613295 -6.3213797359869571e-05 -0.00058418261577858268 0.00072629233727334198 0.00016465995820840639 0.0089042209151169779
leaf_weight=0.0016686768647390243 0.0028981645051641127 0.0037911406014937699 0.0010358509368249003 17.914979516877924 0.0019322204779079755 0.0038709814739286133 0.0092221640017271511 0.0029107751324772835 0.0010659367835614822 0.0057673709816299379 0.0010885260723441101 0.0012101515000437907 0.56354175167408493 2.0366766045579201 0.0010975405852247933 0.006356644605017614 0.0020608621492747004 0.0015597088234304834 0.54730734779546608 14.762019984855574 0.0049099692216824087 0.0023903968725224323 0.54451020402547179 0.5742550679861782 0.5453058313325555 0.51014841427604551 2.4334049327447644 0.5172112647269389 1.0060154971433801 0.55798462717211805
leaf_count=105 131 12 34 1193 62 93 11 2 10 12 110 46 147 71 186 48 13 60 59 874 65 250 69 150 60 20 74 21 10 36
internal_value=-1.12584e-06 -0.000213517 0.0502209 0.000162222 -0.000239917 0.025447 0.0507358 0.000645637 0.050038 0.0786844 -0.0378652 -0.044016 -0.000270436 -0.00184899 -1.1865e-05 -0.0451416 0.0134897 -0.0371442 2.20186e-05 -0.000114439 0.0489429 -0.0209615 -0.000141354 0.000171937 0.0010831 0.00427882 0.000398214 0.000905539 0.00264736 0.00497032
internal_weight=42.5682 18.506 0.00968205 24.0622 18.4963 0.0219495 0.0180785 0.00885638 0.0059456 0.00743605 0.00215446 0.002246 18.4744 2.60022 15.8741 0.0119094 0.00555279 0.00349193 15.8622 15.3149 0.00839791 0.00348794 15.3065 24.0593 6.14433 1.0844 5.05992 4.51462 2.08121 1.0752
internal_count=4034 2339 197 1695 2142 238 145 134 132 117 120 80 1904 218 1686 183 135 122 1503 1444 501 436 943 1564 371 170 201 141 67 57
is_linear=0
shrinkage=0.1


Tree=479
num_leaves=31
num_cat=0
split_feature=6 20 16 19 2 15 9 18 2 18 20 15 13 18 6 16 8 16 10 21 20 2 6 3 17 23 22 23 12 19
split_gain=0.000149014 0.00071587 0.00139926 0.000579231 0.000516913 0.00099943 0.000489069 0.00135355 0.000461883 0.0120377 0.000631199 0.013862 0.0090924 0.00322938 0.00106578 0.00139982 0.00209759 0.00274148 0.000885419 0.000515627 0.0003942 0.000733615 0.000681777 0.00380025 0.000893939 0.0161183 0.00644918 0.00265373 0.00060062 0.000387833
threshold=16.465384711100004 41.50623664750001 22.604947139800004 14.251149826300002 146.27443143485002 45.169600924000008 191.03141765810003 12.920478434700001 188.47750099235003 13.342238590850002 41.872294782850005 38.62622401090001 103.54865335235002 17.788349580800006 14.935348962050002 15.969962655300002 7.943800736700001 19.254954973500002 81.188747081400024 5.1781607048500016 41.898943182100005 173.34516805710004 16.235379337050002 93.216908757050007 191.46721301340003 0.081155000000000019 -0.14831999999999998 0.085035000000000013 123.47238069670001 14.451165964200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 6 3 -3 -5 -6 7 -2 20 19 11 12 13 -11 15 -14 -17 -18 -15 -10 21 29 24 -24 25 -22 27 -27 -25 -1
right_child=1 2 -4 4 5 -7 -8 -9 9 10 -12 -13 14 18 -16 16 17 -19 -20 -21 22 -23 23 28 -26 26 -28 -29 -30 -31
leaf_value=-8.738092055891258e-05 9.7874030114807097e-05 0.0023891774870517489 -0.0060868683271699288 0.00024231131436173482 -0.0059759878108446582 0.00025862595867082898 -0.00023862667352224118 0.0057718454912132301 0.10012068847511135 -0.1000349783837447 -7.6460301976017091e-05 0.0006338954072729494 0.099972205953375498 0.0926535104259541 0.10006181944681432 0.093509440410809441 -0.10003507413355293 0.08090374607588037 -0.013323230573290918 0.066486472202395702 0.00018881335481869707 -0.0038885764771255174 0.0090407839103231503 0.001220578323865684 0.00044182463703279669 -0.10009161165745704 -0.10042299847516911 0.074590509389015888 -0.0036004841755947568 -0.0027714454215034727
leaf_weight=15.369208928841756 1.8759467773809402 0.5161747645110174 0.56890058888412465 1.0140855069394095 0.52781700412526766 0.50133788289681647 8.6809159087377434 0.54188336656105907 0.0084512592755742189 0.0039459366400083342 2.5723091173261285 1.0333448028059136 0.0051820990737496686 0.0014609524005209096 0.019354381758932782 0.0028216873578514878 0.0019651713148505223 0.0014591240978916176 0.0017124396803361586 0.0098941920171391473 0.51132712563188443 0.55231392159127857 0.55920265686290793 0.51624167117188313 6.0634068194567554 0.0011692659002182628 0.022748150499771302 0.0033943111709433538 0.51741067310388189 0.55788360246515445
leaf_count=938 178 227 150 18 43 8 227 112 6 113 571 107 6 16 23 13 42 6 167 34 178 115 90 30 192 56 210 31 63 64
internal_value=-8.29278e-07 -0.000264894 -0.001601 -0.000603892 -0.00136002 -0.00293889 0.000111704 0.00136952 0.000131752 0.00117976 0.000772922 0.00281249 0.062209 -0.0396364 0.0857637 0.0615486 0.0296698 -0.0229354 0.0354659 0.0819809 -2.37818e-05 -0.000305644 0.000543025 0.00239998 9.50039e-05 -0.00380912 -0.0786581 0.029834 -0.00119268 -0.000181397
internal_weight=42.5633 14.2271 3.12832 2.55942 2.04324 1.02915 11.0987 2.41783 28.3362 3.6619 3.64356 1.07125 0.0379018 0.00711933 0.0307825 0.0114281 0.00624598 0.0034243 0.00317339 0.0183455 24.6743 16.4794 8.1949 1.59286 6.60205 0.538639 0.0273117 0.00456358 1.03365 15.9271
internal_count=4034 963 446 296 69 51 517 290 3071 1104 1064 493 386 296 90 67 61 48 183 40 1967 1117 850 183 667 475 297 87 93 1002
is_linear=0
shrinkage=0.1


Tree=480
num_leaves=31
num_cat=0
split_feature=23 15 6 20 22 20 13 13 13 2 6 9 17 8 6 3 6 2 22 22 17 17 4 5 12 7 22 23 7 6
split_gain=0.000662792 0.00128847 0.000136631 0.000585207 0.00175101 0.0192155 0.00741689 0.00347626 0.00644659 0.00104689 0.00194204 0.000426556 0.00120778 0.000424897 0.000406866 0.000428579 0.00150115 0.0023261 0.0200073 0.0133513 0.0024944 0.00103437 0.00105186 0.000683208 0.00929539 0.0158837 0.00925683 0.00101206 0.00470312 0.000581359
threshold=-0.55648999999999993 39.883592142850006 16.455384477450004 41.50623664750001 -0.080019999999999994 43.218894539100006 117.48293184245001 117.59047016770002 117.60660091645001 216.11743889730002 16.515385879350003 191.03141765810003 184.67080164680002 8.4434108459500017 16.445384243750002 93.090551224900011 16.235379337050002 199.66651340635002 -0.122095 -0.053159999999999992 201.53484968420003 162.57770630285003 142.34057910165004 20.769304081650002 216.55112120135001 23.899651152000004 -0.095204999999999998 -0.24947 24.002506000500002 16.395383075500003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 14 11 9 6 -6 -8 -9 10 -5 12 -4 -12 15 16 21 18 -18 20 -20 -2 -23 27 25 26 -25 28 -24 -17
right_child=2 -3 3 4 5 -7 7 8 -10 -11 13 -13 -14 -15 -16 29 17 -19 19 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.02986665093131341 -0.10002193481468254 0.1000606640668929 9.8629947802577559e-05 -0.0066647633502446048 0.032716111461012921 -0.00041371971739442024 -0.098782858397361784 0.032161034850605577 -0.093377754603968896 0.0036850403876287417 0.00064720905325434553 -0.00019229575840349058 0.0054355606007129229 -0.0025741453132082466 0.0017129795242850337 -0.0039925642852391098 0.00015858081819252661 0.00063303607600861825 0.10009842784367742 0.010681489448853132 0.051031542552766332 0.034797480231731272 0.082627279845876131 -0.067878966422825857 0.00033583806326261274 -0.10070792051490936 0.059707242132834661 9.7218809530599486e-06 -0.10002749326571103 -0.00044065826900645049
leaf_weight=0.001308214665697415 0.0010352827375602605 0.0018322765827178955 1.8689826896643027 0.52939307970696425 0.0069555849689341134 0.50058522486231283 0.029435023515958392 0.0069347460808160113 0.0099731993882521408 0.52294192597955902 2.0210297240838959 8.6899755282688584 0.54847792541340812 0.51348706118724852 1.5325442786976982 0.54289314945135858 0.51546966816749784 1.5270360033464383 0.035292397893499694 0.045191123848780212 0.014666197675978765 0.008651486994490365 0.005613801347735369 0.0090198611334801893 0.54930636212514494 0.025125380158897315 0.01538824719710763 19.427970782368444 0.0018823784837375124 3.047764650923547
leaf_count=65 181 1 239 43 60 55 31 8 46 92 68 230 34 44 51 213 31 49 65 20 10 9 44 33 160 13 25 1964 75 75
internal_value=-5.18013e-07 0.0459377 -3.90833e-06 -0.000243693 -0.00125834 -0.00649137 -0.0635733 -0.0780253 -0.0418884 -0.00045025 -0.00115605 0.000134556 0.00130948 -5.42967e-06 0.000129997 3.58655e-05 0.000199935 0.00271899 0.00793556 0.050067 0.085694 -6.87177e-05 -6.35548e-05 -7.8609e-05 -0.00340544 -0.0448948 0.0125586 2.38965e-05 0.0367605 -0.000977692
internal_weight=42.5562 0.00314049 42.553 15.2482 4.14074 0.553884 0.0532986 0.046343 0.0169079 3.58685 3.06391 11.1074 2.41746 2.53452 27.3049 25.7723 22.1816 2.13766 0.610619 0.0951497 0.0499586 20.044 20.043 20.0343 0.59884 0.0495335 0.0244081 19.4355 0.00749618 3.59066
internal_count=4034 66 3968 950 447 200 145 85 54 247 155 503 273 112 3018 2967 2679 175 126 95 75 2504 2323 2314 231 71 58 2083 119 288
is_linear=0
shrinkage=0.1


Tree=481
num_leaves=31
num_cat=0
split_feature=9 0 9 0 9 23 20 12 9 23 21 17 23 16 4 22 21 9 17 14 6 9 20 9 6 10 19 22 6 13
split_gain=0.000153492 0.000613741 0.000565759 0.000245032 0.000258335 0.00166758 0.00106063 0.000931451 0.000923853 0.00171373 0.000756204 0.00718964 0.00378363 0.00477617 0.000493067 0.000452034 0.000365098 0.00132631 0.000750115 0.000290914 0.000554552 0.000922459 0.00202883 0.000884549 0.000400093 0.000725036 0.000272265 0.000298033 0.00122161 0.00119882
threshold=186.68586460755003 85.732241321850012 185.44496129890004 85.791387400750025 203.06170522940002 -0.5351999999999999 33.96174662340001 75.857705639900004 202.37225149245003 -0.27628999999999998 0.17201659740000003 196.54125635090003 0.09180000000000002 19.254954973500002 160.76806275915001 0.096390000000000017 2.0523604381000005 194.04304600165003 178.10958437055004 258.81059110610005 16.455384477450004 197.90890142995002 40.241071441700008 193.67618212375001 16.515385879350003 61.93938686740001 14.451165964200003 -0.048954999999999992 14.275333540900002 117.62810858150002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 5 -5 -7 -6 9 -8 11 -9 13 -13 -12 -16 17 18 -11 24 21 -21 -23 -22 25 -18 27 -27 -29 -30
right_child=1 3 -4 4 7 6 8 10 -10 16 14 12 -14 -15 15 -17 19 -19 -20 20 23 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=9.1492887864836811e-05 -0.0032888151149482962 0.0021389480667993736 0.0036372913436927543 0.10005488641432725 0.042845515926847572 -0.033082227162985624 -0.10005313606100544 -0.08060789641891955 -0.004256833946110262 0.0019173913966315137 0.0033573115995964849 -0.10013480192923879 0.051798429627106825 0.039951495706299342 9.1351079783685179e-05 0.0030674725886890349 -0.0044168830469444404 0.0051133190764657858 -0.0034465173452368717 0.00018701209701613774 0.00044763294754478352 -0.00097041841766855081 0.0077496941664772492 -0.0031258343834633614 0.00053041225328245324 1.4567904519564886e-05 -0.0021259730838972695 -7.1913786759598809e-05 -0.0073205772900868564 -0.00051614901291443041
leaf_weight=2.9130736695968928 0.57892582263016734 0.52413429120633637 0.53220090070354764 0.001658003311606814 0.0051476709777497067 0.0098274648593691394 0.0017162687363548859 0.011120790516355394 0.55517209170710202 0.51055808040086847 0.51966630839251671 0.0048725652503449624 0.013364593970983663 0.0048627213109284639 12.270251986037584 0.53250001798873903 0.51679919322487222 0.58916298674217404 0.53277338473654368 3.5341588519786624 2.0380676014617625 0.51581828184612255 0.55269346284700305 1.0493443137092979 3.0538956043601493 6.0880720461016837 1.040653480333275 3.0060497332521274 0.53901134454372346 0.49827684462070465
leaf_count=1605 262 23 62 1 4 30 9 41 46 25 57 43 38 19 875 56 9 171 54 74 33 27 46 32 42 229 35 42 42 2
internal_value=-6.50887e-07 -5.7035e-05 0.000639222 -8.46339e-06 -3.80862e-05 -0.000230127 -0.000236877 0.000315958 -0.000223767 -0.000130734 0.000299567 -0.0145467 0.0172566 -0.0301625 0.000337702 0.000215136 -0.000123607 0.00132025 -0.000821669 -0.000228681 0.000269933 0.000965434 0.00354011 -0.000766911 -0.000488766 -0.000755043 -0.000585652 -0.000427438 -0.00109297 -0.00405197
internal_weight=42.5438 39.0986 3.44527 38.5196 37.9955 24.6337 24.6321 13.3618 24.6222 24.0671 13.3566 0.0342207 0.0230999 0.00973529 13.3224 12.8028 24.0653 1.63249 1.04333 22.4328 7.69008 4.60267 1.06851 3.08741 14.7428 11.6889 11.1721 10.1314 4.04334 1.03729
internal_count=4034 2367 1667 2105 2082 949 948 1133 918 872 1129 141 100 62 988 931 863 250 79 613 212 147 73 65 401 359 350 315 86 44
is_linear=0
shrinkage=0.1


Tree=482
num_leaves=31
num_cat=0
split_feature=21 21 22 20 7 2 8 10 5 6 19 4 14 2 15 5 16 22 15 17 15 23 21 23 20 15 16 20 23 23
split_gain=0.000176161 0.000587977 0.00133152 0.000543815 0.0144567 0.0064335 0.00320724 0.00898526 0.0105575 0.00787661 0.00768266 0.0013966 0.000471668 0.0109351 0.00604307 0.00225782 0.00629855 0.00429219 0.0037591 0.00238827 0.00186381 0.00159274 0.0141846 0.00692783 0.00336648 0.00392695 0.00104607 0.000829506 0.000657485 0.000560369
threshold=4.5452899713000017 4.837019638150001 -0.013805 39.664548207900005 22.996658327800002 120.31044416595002 8.543332867800002 62.020040611300011 18.160071980500003 14.845346859150002 10.550851274900003 264.72530087330006 274.43194657740008 201.70502722175004 26.583493790300004 22.862610686750006 22.644947046300004 -0.039434999999999998 37.274314847650004 200.37850214585004 24.719476717350002 -0.081689999999999999 2.6077339734000007 -0.092630000000000004 36.491284729650012 33.235275174000002 22.574947209950004 41.385032804600009 -0.22900999999999999 -0.11789499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 -2 4 5 -3 7 -6 9 10 -9 -10 21 14 20 16 17 19 -19 -15 -14 22 23 24 25 28 -20 -16 -1 -26
right_child=1 3 -4 -5 6 -7 -8 8 11 -11 -12 -13 13 15 27 -17 -18 18 26 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.0091997197861022877 0.006050316196085509 0.094198164486048216 -9.7375555932033042e-05 -3.3860712448630654e-05 0.10009984260987281 0.0044873755020217931 0.0014583276187092572 0.09388775751203815 -0.095999378644967645 0.088809652820293808 -0.09568039913202947 -0.047457180634736008 -0.045226864458244725 0.057375373494710315 -0.062760105757494786 -0.0013726496806662544 0.10004524740802401 0.089872258488571943 -0.10011004808331603 -0.088442412920132746 0.099529437843255478 -0.00011252085144052575 -0.09304319330529548 -0.1002713751598233 0.044235802469925999 0.098640857501164025 0.020420168717414793 -0.10035892391840823 -0.10014269060060557 0.099849138393330303
leaf_weight=0.0011986569733046775 0.53983602623521609 0.02407633150589128 1.0141987084374056 25.54018068156627 0.0051649786764755836 0.011967302062221741 0.51365454214101192 0.0030118380359007713 0.017676619486792333 0.0085833011835347861 0.0073674344418082072 0.0089167753822039231 0.0013513894737232626 0.0013733308156531196 0.010642306106092292 0.51749377319800383 0.008374841621844098 0.0055885046178169445 0.0017166318289127958 0.0061672271511007404 0.0026021324983105387 14.239789192971065 0.015623169935217618 0.0032803690954786848 0.0022438344927024909 0.0022774740264139837 0.0012403324726619758 0.013078952570367619 0.0023604314168270699 0.0094104757102968506
leaf_count=77 43 29 17 1731 2 30 25 33 39 11 105 25 97 63 26 114 28 67 35 166 5 1011 51 14 87 8 9 17 46 23
internal_value=-5.72444e-07 0.000148418 0.00203819 3.60725e-05 0.00301084 0.0644122 -0.000910535 -0.0249002 -0.0390722 0.0179372 -0.0406719 -0.0797232 -0.000278511 -0.00310031 -0.0644136 3.06365e-05 0.0297185 -0.00689554 0.0416276 -0.0618852 0.050049 -0.00016592 -0.0210589 0.0330844 0.0580949 -0.00389875 -0.0495523 -0.0834906 -0.0695142 0.0891418
internal_weight=42.5404 27.6946 1.55403 26.1406 0.600419 0.0360436 0.564375 0.0507209 0.045556 0.0189626 0.0103793 0.0265934 14.8458 0.569629 0.0276748 0.541955 0.0244609 0.016086 0.00854547 0.00754056 0.00395352 14.2762 0.0363944 0.0207712 0.0174909 0.00583656 0.00295696 0.0237213 0.00355909 0.0116543
internal_count=4034 2090 60 2030 299 59 240 215 213 149 138 64 1944 627 145 482 368 340 111 229 102 1317 306 255 241 131 44 43 123 110
is_linear=0
shrinkage=0.1


Tree=483
num_leaves=31
num_cat=0
split_feature=21 21 22 20 7 2 8 10 0 10 4 21 20 14 2 5 5 16 22 15 22 23 13 21 20 23 21 13 16 15
split_gain=0.000143199 0.000477089 0.00108484 0.000448002 0.0125454 0.00661182 0.0028225 0.00803099 0.00568326 0.00582407 0.00524287 0.0064136 0.000738991 0.000386192 0.00962194 0.00546911 0.00199458 0.00573621 0.00375995 0.00332738 0.00215695 0.00141593 0.0128837 0.0055747 0.00379981 0.00541072 0.00119055 0.00112848 0.000967206 0.000510454
threshold=4.5452899713000017 4.837019638150001 -0.013805 39.664548207900005 22.996658327800002 121.84632764400003 8.543332867800002 62.020040611300011 93.399723909900004 69.999384342500022 202.99973138610002 8.8898213993500015 38.903925214650009 274.43194657740008 201.70502722175004 14.121416629950001 22.862610686750006 22.644947046300004 -0.039434999999999998 37.274314847650004 -0.14138499999999998 -0.081689999999999999 108.17011287860002 2.6077339734000007 36.491284729650012 -0.10747999999999999 2.3925196316500004 101.93826693220002 22.574947209950004 41.800301886400014
decision_type=2 2 2 2 2 2 2 2 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 -3 7 -6 -9 -10 -11 12 -12 21 15 27 17 18 20 -20 -16 22 -1 24 25 -24 -17 -15 -21 -23
right_child=1 3 -4 -5 6 -7 -8 8 9 10 11 -13 -14 14 16 26 -18 -19 19 28 -22 29 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10129685781672802 0.0054688078443521672 0.093163470377309793 -8.7627028924186728e-05 -3.0473753608549548e-05 0.10009032990313688 -9.3425673932071438e-05 0.0013138436691069212 -0.085493566196278598 0.10004548036874845 -0.085184398288022059 0.01911226581345769 -0.091255686147062282 0.081458986942922917 -0.026155486823387111 0.055864040033949819 -0.053991539680832479 -0.0012342492218455651 0.10004093800361663 0.087992166141732553 -0.10009957103239789 -0.08639468142533123 -0.00025622181571799776 0.093430925547088026 -0.069757571608920807 0.090108542432990518 -0.10018215731666598 -0.10030790767355086 0.10003642151933317 0.018455607807893192 0.0022118736573704576
leaf_weight=0.01245311094368684 0.53763507130843557 0.022543809434921958 1.0142633830960217 25.540746743885805 0.0046738875098526469 0.011470939842316064 0.51315636232175166 0.015808179829036817 0.0040875576087273649 0.0096852590082647794 0.002820932229207429 0.0040571552356757365 0.0058305543437580098 0.0010488685458652771 0.0013093498412149462 0.0098956723931138413 0.51794270906593254 0.007578179867778089 0.0051594028459728287 0.0015534270123680471 0.0057302610489747266 13.346705402913541 0.0026871451654102412 0.0046363493442003181 0.010582223153235759 0.0031184923836082854 0.012637249145655005 0.0021846939343959093 0.0012354042992228642 0.89411555090015404
leaf_count=82 43 30 17 1731 2 29 25 19 4 37 36 90 27 88 91 37 114 28 67 35 138 954 80 37 93 14 18 2 9 57
internal_value=-5.178e-07 0.000133828 0.00183733 3.26736e-05 0.00274726 0.061714 -0.00083365 -0.0242987 -0.0380462 -0.00972244 -0.0297584 0.0124818 0.06113 -0.000251155 -0.00281233 -0.0625147 3.37259e-05 0.0291367 -0.00671402 0.0404228 -0.0599349 -0.000149551 -0.0206912 0.0270533 0.0544424 -0.0105681 -0.0799674 0.0591036 -0.0475817 -0.000101261
internal_weight=42.5274 27.6868 1.5519 26.1349 0.594135 0.0340147 0.56012 0.0469635 0.0422896 0.0264815 0.0223939 0.0127086 0.00865149 14.8406 0.566275 0.0257665 0.540509 0.022566 0.0149878 0.00794823 0.00703961 14.2743 0.0334773 0.0210242 0.0163879 0.00580564 0.0225329 0.00323356 0.00278883 14.2408
internal_count=4034 2090 60 2030 299 59 240 215 213 194 190 153 63 1944 627 145 482 368 340 111 229 1317 306 224 187 94 55 90 44 1011
is_linear=0
shrinkage=0.1


Tree=484
num_leaves=31
num_cat=0
split_feature=19 22 22 17 22 6 10 5 10 16 3 12 12 18 2 23 23 12 6 21 23 21 9 21 17 20 12 23 12 17
split_gain=0.000136233 0.00069837 0.000139439 0.0005312 0.000278572 0.00518338 0.00383041 0.00485261 0.00245409 0.000707167 0.00127499 0.00014383 0.000263618 0.000540807 0.000171946 0.000193401 0.000736016 0.00206842 0.00124575 0.000697106 0.0113762 0.00722698 0.00476381 0.00756593 0.00296173 0.000952022 0.00687149 0.010836 0.00188705 0.000456412
threshold=14.651182102100002 -0.086139999999999994 0.22598000000000004 164.98791775435004 0.10957500000000002 16.485385178400005 76.599549052750021 21.386268748550005 66.45599652655001 15.089964713100001 81.430708313150021 69.826413229550027 82.696898122450008 13.552878921100001 62.922191810850009 0.09013000000000003 0.088555000000000023 87.111491403900018 14.335334942800001 2.0502020052500005 0.083155000000000021 2.3925196316500004 197.63955579655001 0.49227235280000009 195.16372169425003 36.491284729650012 160.22158639585004 -0.092630000000000004 229.70680419315002 204.49254535040004
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 6 7 8 -6 10 -8 -1 13 -13 -14 16 17 -16 -18 20 25 24 -22 -24 -21 -19 27 -27 -28 -17
right_child=1 -3 3 -5 5 -7 9 -9 -10 -11 -12 12 14 -15 15 29 18 19 -20 21 22 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=0.0016361540311018111 -0.0015175996574486013 0.0036484121515983725 0.00039703014019502815 -0.0034963303918976239 -0.035936069078743874 -0.00056427512503216099 -0.029102273364185107 0.077687063788484764 0.025439614272415308 0.099258551701391931 0.096551911378689834 0.00069892816659643069 0.0012727302610236518 -0.0038843060985716341 -0.1001886723227732 0.00030374952430817941 -0.00025260647951004029 -0.00095155195813091437 -0.0061881480572984595 -0.013954121003052506 -0.094812069137465871 -1.0971713595983567e-05 -0.080530493257989735 0.054587662788744197 0.093939894621691583 0.084307533295945522 0.087893026867372118 -0.08234419893617298 -0.0090013970129340943 -0.002645307016908694
leaf_weight=0.51401256062207679 0.51138460553727327 0.53592014289696865 1.004009720667365 0.53833518968832139 0.01287843007767403 0.55783884692426966 0.0013741202101452141 0.0097898759889820663 0.013184201703441922 0.008317079770170821 0.0019583875712889665 0.50751249845953228 1.0252233689006818 0.52251893206135946 0.0020634831969797976 16.318174256598031 1.003352585165884 0.50576502579321658 0.54602764411329463 0.0032687646062318229 0.017932874252268638 17.753856269044491 0.0093588355594143025 0.007437521167778626 0.011477784434873683 0.0059631272022002682 0.011119669982783797 0.011286310754698603 0.0024534312428398661 0.54223466015828492
leaf_count=33 22 55 46 195 12 40 47 20 40 43 13 18 28 47 45 784 89 160 91 18 77 1538 22 29 78 74 48 40 77 205
internal_value=-4.7103e-07 0.00112592 -2.89183e-05 -0.000961896 7.12233e-06 0.002136 0.0338466 0.0176598 -0.00488819 0.0836628 0.0447399 -2.56514e-05 -4.76626e-05 -0.00162608 -4.62548e-06 -4.02585e-05 -0.000251457 -7.46635e-05 -0.00234439 -6.33994e-05 -0.00350166 4.71516e-05 -0.0589684 -0.0206994 0.0700238 8.82797e-05 0.0171508 -0.0247327 0.0703787 0.000208907
internal_weight=42.516 1.0473 41.4687 1.54234 39.9264 0.605341 0.0475021 0.0358525 0.0260626 0.0116496 0.00333251 39.321 38.807 1.03003 37.777 36.7518 19.8914 18.342 1.54938 18.3399 0.571317 17.7686 0.0347292 0.0167964 0.0147465 0.536588 0.0308225 0.0172494 0.0135731 16.8604
internal_count=4034 77 3957 241 3716 215 175 72 52 103 60 3501 3468 65 3403 3375 2386 2206 180 2161 527 1634 128 51 96 399 239 114 125 989
is_linear=0
shrinkage=0.1


Tree=485
num_leaves=31
num_cat=0
split_feature=8 8 5 13 23 16 14 0 18 20 0 3 23 18 3 4 15 21 22 22 22 22 9 17 5 23 9 17 9 7
split_gain=0.000144571 0.000241097 0.000325441 0.000160446 0.000857833 0.00101525 0.000928789 0.0006394 0.0138529 0.00945215 0.000672038 0.00113364 0.000624766 0.00042495 0.000991231 0.0013256 0.000902319 0.000561014 0.0006007 0.00180806 0.000440513 0.000640887 0.00202454 0.000579886 0.0137375 0.00922273 0.00710393 0.000523248 0.000491739 0.00040875
threshold=8.8430989333000021 8.7431769115000026 21.991679690250006 117.60660091645001 -0.27628999999999998 19.314954833200002 137.67556691715004 85.812895065800021 12.993189857450002 42.719328117250008 85.683849075550015 93.921284787200008 0.090390000000000012 13.4793103924 92.598563387050021 280.10798094650005 42.246988155050012 8.6236808214000025 -0.08854999999999999 -0.080019999999999994 -0.096529999999999991 -0.081354999999999997 200.95377551580003 191.86029796145002 17.324237253850004 0.083495000000000028 207.04102956050002 196.80409074510004 204.54860637155002 23.397000037200005
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -6 8 -8 10 11 -10 -5 14 15 -9 20 18 -16 -20 23 22 -22 24 -15 26 -26 -25 -29 -23
right_child=-2 2 -4 12 6 -7 7 13 9 -11 -12 -13 -14 16 17 -17 -18 -19 19 -21 21 29 -24 27 25 -27 -28 28 -30 -31
leaf_value=0.0067030318526180455 -0.001602570109035052 0.0023247684263989696 2.7712400196989481e-05 -0.0037352863216440742 0.037246322380742401 -0.10005139975266251 -0.00039313971106667085 0.0067652130433408231 0.10003076640622284 -0.084567531710098953 0.097769358397063272 -0.0028400565862409612 -0.00019349966401197539 -0.00040161622963946064 0.00030680984312259811 -0.00032031315699157091 -0.0042607061650756497 -0.00077423337391169212 -0.001316647830928056 0.0069747212091896245 -0.00034892080242334908 -0.0028876148954780439 -0.0071493514699660756 -0.0026156740534098162 -0.1001419204599877 0.089570605218125876 0.10008870151705335 0.00356370611163949 0.0002335127126831255 -2.6357599381349636e-05
leaf_weight=0.0017081770899157736 0.55576712018450436 1.0397051584614012 1.5162638058384486 0.54748619085302053 0.0067120810090263152 0.0018617906171130016 0.51240689739250167 0.5608294014261499 0.002431120607070624 0.003492159065979549 0.021777163242632014 0.0019151508733845635 5.5156491778374459 0.51432754359230948 4.0221571976226178 0.49894102099720072 0.54654829328933274 3.5570657765679243 0.50644664723091504 0.54713871629246591 2.0262076719704627 0.51612295253185436 0.5584315966400849 0.51942004257532381 0.0052382172670228933 0.028565251484713006 0.0026776378508657217 0.53741216034481087 2.5346620814914909 15.299555736814563
leaf_count=129 201 31 34 161 8 9 318 99 3 73 10 109 129 338 42 11 91 66 12 43 99 108 191 102 105 28 1 304 196 983
internal_value=-2.9873e-07 2.09271e-05 0.000962098 -4.01332e-05 4.59337e-05 -0.048971 5.11839e-05 4.3692e-05 0.00345026 0.0699484 0.090604 0.0547015 -0.000513314 -1.26331e-05 0.000543063 0.00342934 -0.000245908 0.000188741 0.000863591 0.00298915 -0.000148569 -0.000358311 -0.00181821 0.000783116 0.00380437 0.0631023 -0.0324114 0.000319761 0.000816079 -0.000119731
internal_weight=42.5089 41.9532 2.55597 39.3972 33.3341 0.00356997 33.3305 33.3238 0.542022 0.0296156 0.0261234 0.00434627 6.06314 32.7817 9.69258 1.05977 23.0892 8.63281 5.07574 1.05359 22.5426 18.4003 2.58464 4.1423 0.550809 0.0364811 0.00791586 3.59149 3.07207 15.8157
internal_count=4034 3833 65 3768 3478 138 3340 3332 513 195 122 112 290 2819 273 110 2546 163 97 55 2455 1381 290 1074 472 134 106 602 500 1091
is_linear=0
shrinkage=0.1


Tree=486
num_leaves=31
num_cat=0
split_feature=12 9 8 20 18 20 20 2 5 20 0 22 2 9 20 19 23 13 22 21 10 23 21 22 13 3 4 22 22 6
split_gain=0.000159681 0.000549961 0.000145062 0.000863958 0.00023894 0.000487771 0.000254593 0.000169965 0.000201039 0.000483067 0.00138619 0.000445835 0.000625482 0.0138544 0.00599333 0.00109573 0.00150407 0.00105671 0.000772376 0.000574047 0.0142356 0.0201586 0.00282386 0.00070423 0.00042926 0.00167196 0.00152168 0.000488665 0.000467651 0.000675477
threshold=82.696898122450008 192.57902085675002 8.7431769115000026 40.00488309970001 14.164583421250002 41.646178195200001 41.147265497500008 62.922191810850009 21.850554661550003 42.753078181500008 86.420486603250012 -0.101395 121.36426933400001 201.32298960505003 41.898943182100005 14.251149826300002 0.098075000000000023 105.33378955095002 -0.12546499999999997 4.0199878722000006 66.45599652655001 0.079805000000000029 2.3925196316500004 -0.041369999999999997 117.60660091645001 93.794927255050013 234.39952089600004 0.0041150000000000015 -0.058374999999999996 16.435384010100005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -2 11 24 -11 12 18 14 15 16 -14 -16 -9 20 21 -13 -23 -22 26 -26 -10 28 -28 -30
right_child=2 -3 3 4 -6 -7 -8 8 9 10 -12 19 13 -15 17 -17 -18 -19 -20 -21 23 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.00037622886604495595 0.0012582954405670613 -0.0035807443583704304 0.0042847889311628156 -0.0011214371118956918 0.0016875765292955966 -0.0033041082156468125 0.0020400288077669264 0.00075461890584993215 0.0055944884454122825 -0.00022606071325993859 0.0060359940536144135 0.087465446573937733 -0.078129583387070045 0.00063173740095734366 -0.011624209647926591 -0.100375109183439 0.05404992624723496 0.10001005344662615 0.0049620044237397437 -0.00016313325350511516 -0.0039849479287949203 -0.05090553109719749 -0.098720666863101422 -1.0900541503054142e-05 -0.0057570701813778611 0.00019867373497524279 0.0001937347291360169 0.0029713418344729514 0.00046300169981135702 -0.0046641014659829852
leaf_weight=1.0129485019829889 1.026675374795089 0.53768431795222671 0.54883050674703726 0.50782784886587273 0.51237246613163723 0.51813547888396261 0.51107714170939289 2.0315831060716159 0.53538837692447394 1.025703626541955 0.53939578272823308 0.0089620658218571014 0.0036138263824417862 1.0285798412176346 0.0015010286086398752 0.018974736332893372 0.0011300768247917148 0.0019488116252546206 0.55565625676164421 18.763715728623897 0.53943260172237506 0.023976669955573016 0.025473827075984445 2.5720224230260103 0.58469024739861231 2.4318811430836575 5.0798143950818178 0.52789519276889851 0.50518665900377768 0.52296259147670554
leaf_count=48 32 83 77 31 19 86 13 220 234 342 55 65 173 182 307 12 34 6 160 811 186 33 23 361 59 111 163 44 35 29
internal_value=2.41007e-07 -0.000995858 3.79557e-05 0.000761064 -0.000182585 -0.000806004 0.000464337 -1.10276e-05 -4.59379e-05 0.000296406 0.00193209 -0.000203251 0.000821202 -0.00123004 -0.0717156 -0.0896281 -0.0466422 0.0514379 0.00165823 -0.000373405 -0.00161808 -0.050528 -0.0755369 -0.000699881 4.51242e-05 -0.000955705 0.000466121 5.23587e-05 -0.000199921 -0.00214487
internal_weight=42.505 1.55063 40.9544 2.59824 2.04941 1.53704 1.0189 38.3562 37.3295 11.7529 1.5651 25.5766 3.64299 1.05575 0.0271685 0.0237186 0.0047439 0.00344984 2.58724 21.9336 3.16987 0.0584126 0.0494505 3.11146 10.1878 3.01657 7.17125 6.63586 6.10796 1.02815
internal_count=4034 131 3903 226 149 130 44 3677 3645 1072 397 2573 1094 714 532 219 207 313 380 1479 668 121 56 547 675 170 505 271 227 64
is_linear=0
shrinkage=0.1


Tree=487
num_leaves=31
num_cat=0
split_feature=8 8 23 8 23 16 2 3 13 21 13 8 0 18 20 4 0 3 14 10 21 12 19 15 18 16 5 21 18 22
split_gain=0.000190904 0.000231801 0.000503131 0.0011009 0.00107361 0.000461156 0.000295101 0.00116229 0.000162089 0.000589292 0.00246418 0.000739193 0.00051116 0.0123598 0.00838964 0.000839497 0.000689884 0.00107698 0.00042007 0.000362609 0.000385535 0.00133962 0.0109062 0.0116641 0.011273 0.00790464 0.00138512 0.00057599 0.000665481 0.000618168
threshold=8.8430989333000021 8.7431769115000026 -0.55648999999999993 8.4434108459500017 -0.27628999999999998 19.419954587700005 74.580378076100018 93.765354215650021 117.60660091645001 10.003699902950002 117.69263157665002 8.4434108459500017 85.812895065800021 12.993189857450002 42.719328117250008 137.02556730370003 85.683849075550015 93.921284787200008 143.06733454090002 62.009286778800011 8.9626214023500008 173.20477533325001 14.451165964200003 30.243446395250004 14.199468390000002 18.684956306450005 21.089169479000002 12.706368345750002 13.679220276500002 -0.02903
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -3 -8 12 10 -10 -11 13 -6 16 -14 17 -15 -17 -20 -21 22 23 24 -22 -26 -25 29 -29 -23
right_child=-2 6 4 -5 8 -7 7 -9 9 11 -12 -13 15 14 -16 18 -18 -19 19 20 21 27 -24 26 25 -27 -28 28 -30 -31
leaf_value=-0.026144407862036742 -0.0018429632088045331 -0.00038557234716741514 -0.01262786792585778 0.10005014130094854 -0.00037514365107151065 -0.10004961248478 0.005572804271338304 -0.00018278224823729629 -0.0073965946581166482 -0.00063902034909202148 -0.00011274504103893345 0.0026537159484990146 0.03585194134243299 0.10002783462786186 -0.081915600023808335 -0.039202865787621582 0.097230206320972026 -0.0024444060563839176 0.0011429626870280705 8.2254764602299703e-05 0.066281196815491134 -0.0047388958502496649 -0.00056975219611161748 -0.10022129481238458 -0.096829150654862015 0.061488658797346087 -0.05663641681223746 -0.00020216455639214317 0.0035923872943070703 -0.00052539452498431946
leaf_weight=0.0012716841159051686 0.55480702338489507 1.006880944802105 0.0010012887791636107 0.0015147065278142691 0.51246189608464832 0.0015184918669319813 0.53718865308201191 1.0115457558164846 0.57417484868315627 2.0283735670064691 2.4307646029070042 1.0269631045164116 0.0065305618954870628 0.0021995198912918559 0.0032454530769270287 0.0027338098152530623 0.0197272517714282 0.0019217495514253224 2.5503937211906296 24.046603959593636 0.013941125625309359 0.53062432389270764 0.5149022532714298 0.022021883142315346 0.012207235901687374 0.0042522873295638411 0.010900676483288407 3.5194017513383105 0.53205549620835446 1.0127642744742678
leaf_count=64 201 9 103 1 319 26 32 24 81 40 92 21 7 3 73 3 10 109 44 1995 33 170 18 51 110 9 13 45 267 61
internal_value=-1.42513e-07 2.42354e-05 -3.5651e-05 0.0424561 -3.86574e-05 -0.0653107 0.000947141 0.00181358 -3.44808e-05 -0.000510191 -0.00150452 0.000467738 5.20447e-05 0.00310496 0.0689285 1.79295e-06 0.0894563 0.052245 -5.35083e-06 -2.08081e-06 -9.87169e-05 -0.000803675 -0.00538599 -0.0445485 0.000114657 -0.055928 -0.0857903 -0.000330094 0.000296153 -0.00197402
internal_weight=42.4949 41.9401 39.3845 0.00278639 39.3817 0.00251978 2.55562 1.54873 39.3792 6.06028 3.00494 3.05534 33.3189 0.539556 0.027094 32.7793 0.0238485 0.00412127 32.7728 32.7701 30.2197 6.17307 0.578225 0.0633232 0.0304006 0.0164595 0.0329226 5.59485 4.05146 1.54339
internal_count=4034 3833 3768 65 3703 129 65 56 3574 234 173 61 3340 514 195 2826 122 112 2819 2816 2772 777 234 216 152 119 64 543 312 231
is_linear=0
shrinkage=0.1


Tree=488
num_leaves=31
num_cat=0
split_feature=2 9 8 8 5 2 23 8 23 8 5 12 23 22 22 4 5 21 20 22 16 16 16 21 21 23 23 5 8 17
split_gain=0.000167814 0.00052149 0.000161358 0.00027602 0.000485469 0.000262078 0.000437038 0.00100658 0.000813669 0.000421761 0.000146737 0.00306056 0.000704306 0.00349814 0.000484056 0.000485029 0.00105394 0.000537835 0.00046186 0.00187458 0.0252273 0.0106347 0.0107273 0.0051374 0.000450907 0.00133871 0.0224755 0.0074575 0.0085495 0.000461591
threshold=60.327272492300004 192.57902085675002 8.8430989333000021 8.7431769115000026 21.991679690250006 62.922191810850009 -0.55648999999999993 8.4434108459500017 -0.27628999999999998 8.1436447804000007 21.723721974650005 87.111491403900018 -0.24947 -0.061874999999999999 -0.101395 190.48163336430002 17.505247228350004 3.2025200283000004 42.779078631750004 -0.02903 22.674946976100003 18.404956961200003 18.344957101500004 11.798219863050003 2.7200266080500004 0.096995000000000012 0.083365000000000022 17.438757606550002 7.943800736700001 200.37850214585004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 9 -8 11 -10 13 -13 15 16 -14 -17 24 20 21 22 23 -20 25 26 -16 28 -28 -29
right_child=2 -3 -4 4 -6 6 8 -9 10 -11 -12 12 14 -15 18 17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.00031541665362270143 0.0022160350895356934 -0.0035346581912178753 -0.0016651971655790177 0.0027402850269335117 -7.0789606775197391e-05 -0.023692280990157494 -0.012802903586240555 0.10004536427779626 -0.10014655789542824 -0.10004976039848112 0.00025543718189923571 -0.10003077816999036 -0.00059992157391031923 0.080545018068700666 0.00020901212393158522 0.003000010880009884 0.0057336295216126459 -0.00057222036650639134 -0.10017511504823207 -0.00031565522325538925 0.00038893679655856676 -0.10039159997660869 0.084573804965053623 0.090044171034729559 -8.9945312406537543e-06 0.00038931433401935182 -0.098098658661232019 -0.10039924602728029 0.082872528945880611 -0.072959800153204288
leaf_weight=1.0137643162853311 0.52335814194349595 0.53878681073408063 0.54846048355654531 1.0333105285708364 1.5152226136943339 0.0012634348981696011 0.0010160494275969203 0.001370625221170485 0.0030617071616089167 0.0012185998184577329 11.77300946277658 0.0014344351743122985 0.50267317744846252 0.0042552751713039729 0.53014286643061959 0.5307817021650475 0.55044370721088853 2.0465956539308521 0.0092372966216388575 2.51364628762291 0.50336147945563425 0.037970047409672247 0.0074725038866745299 0.0016776927389057237 17.209059712744679 1.0376714452166602 0.0047494068635792752 0.027802481034925108 0.0057965126761452268 0.0078649345941812498
leaf_count=48 23 80 172 28 34 64 116 1 45 5 952 59 49 38 155 248 56 630 108 169 10 62 4 18 552 87 91 64 41 25
internal_value=-2.0136e-07 -0.00102069 3.85039e-05 6.16412e-05 0.00106897 -6.20808e-06 -3.73771e-05 0.0406942 -4.02527e-05 -0.0603804 -3.66385e-05 -0.000171297 -0.000159309 0.03502 -0.00016715 0.00090228 0.0027105 0.00016344 -0.000344465 -0.00148106 -0.0067148 -0.0701623 -0.0077391 -0.0709374 -0.000158885 -0.00175705 -0.00562136 -0.0725053 0.00137126 -0.0943486
internal_weight=42.4865 1.55255 40.9339 40.3855 2.54853 37.8369 37.3136 0.00263406 37.3109 0.00223465 37.3087 25.5357 25.5326 0.00568971 25.5269 3.63049 1.05312 2.57738 21.8965 3.07337 0.559719 0.0563575 0.0183875 0.010915 18.8231 1.61403 0.576356 0.0462133 0.0105459 0.0356674
internal_count=4034 128 3906 3734 62 3672 3649 65 3584 121 3463 2511 2466 97 2369 983 105 878 1386 371 202 192 130 126 1015 463 376 221 132 89
is_linear=0
shrinkage=0.1


Tree=489
num_leaves=31
num_cat=0
split_feature=12 9 22 18 6 12 2 21 22 23 16 17 12 22 6 22 2 17 16 9 9 16 21 2 23 6 20 18 5 21
split_gain=0.000159346 0.000479953 0.000150608 0.00474566 0.00497765 0.00374265 0.00395402 0.00139753 0.00508929 0.00268219 0.00234742 0.00247723 0.00172593 0.00120133 0.00263816 0.00137825 0.00187965 0.00102851 0.0013554 0.000356215 0.00160921 0.000407523 0.0013182 0.00201001 0.000355054 0.000534364 0.000377959 0.000340039 0.000300829 0.00028651
threshold=82.696898122450008 192.57902085675002 -0.067109999999999989 12.844794714750002 16.995397094750004 90.84682862195001 62.147615758400008 0.17201659740000003 -0.096529999999999991 0.080135000000000026 19.124955277500003 193.31651039250002 94.328280857900012 -0.053159999999999992 14.865347326450001 -0.041369999999999997 76.243484112200022 199.72613295375004 20.574951886800005 204.68881850780005 210.14471305145003 22.634947069650003 11.798219863050003 102.94361713510001 -0.067029999999999992 16.485385178400005 40.377444152000002 13.581061237400002 30.728615921450004 13.279159471700002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 -2 8 10 -10 11 -7 -9 14 -5 16 -15 18 -12 21 -21 24 23 -23 26 29 -17 -11 -6 -26
right_child=2 -3 3 13 28 7 -8 12 9 27 17 -13 -14 15 -16 19 -18 -19 -20 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00028647818233311627 0.028810290780920112 -0.0034098893125703925 0.094943839211705572 -0.0018261793992722113 -0.10003763311213865 0.057009535004842848 -0.095452526111232894 0.035539867392055551 0.064699004876268965 -0.042755265090917038 0.094527229795331333 -0.10003947754094973 -0.00014556860057628841 0.00089239353669160783 0.0080289455846317224 0.0033074366215774449 -0.0075872835550742151 0.099881376735429905 -0.02092136016942471 0.0061058825979919129 0.00021774546138665608 -0.00065621451344275241 -0.00084628331472353128 0.0078652490019327833 -0.00065694343966416673 -0.003666995278040373 -0.00053771777312300751 -0.10010066100772137 -0.027375860245150097 0.00087851419394048547
leaf_weight=1.012312869972489 0.0037393835409422769 0.53794456457350737 0.009626323824465266 0.50946838975236264 0.0013056377720297449 0.0023756075297038442 0.0081236792738571539 0.013561070467388414 0.0015966217856307951 0.001442923968872023 0.0020661946252644725 0.0017400468746505138 23.351455541365635 0.50368139962666336 0.58184780853963503 0.51940811833172562 0.54345771064377857 0.0076874465121363755 0.0020025215144414688 0.54702198430863491 3.0637277335679798 0.54214321076869898 1.5118166368192758 0.5655608899708966 6.0806930025623389 0.51886155084819119 0.50337514511353931 0.0036488995472627739 0.0010109672745759468 1.5187772025611668
leaf_count=48 8 83 29 38 107 188 79 16 12 10 37 59 2046 3 70 85 43 7 21 143 192 3 17 55 382 40 60 55 45 53
internal_value=-1.00982e-06 -0.000996174 3.66909e-05 0.00025839 0.0632735 -0.00012932 -0.0562834 -0.000100837 0.0247762 -0.0483894 0.0556085 -0.00938881 -0.000124857 0.000215409 0.00342819 1.85995e-06 -0.0035085 0.0783631 0.0377063 0.000240995 0.00110979 -2.57419e-05 0.00107389 0.00369459 -0.000340859 -0.00056207 0.001415 -0.0838501 -0.068328 -0.000350078
internal_weight=42.4715 1.55026 40.9212 17.5218 0.0119429 23.3994 0.0118631 23.3876 0.0225603 0.00668845 0.0158718 0.00411565 23.365 17.5098 1.09132 16.4185 1.04714 0.0117562 0.00406872 15.3714 3.61075 11.7606 2.61952 1.1077 9.14112 8.11833 1.02278 0.00509182 0.00231661 7.59947
internal_count=4034 131 3903 1365 181 2538 87 2451 389 77 312 247 2062 1184 108 1076 46 65 58 1030 335 695 75 58 620 475 145 65 152 435
is_linear=0
shrinkage=0.1


Tree=490
num_leaves=31
num_cat=0
split_feature=9 18 9 5 5 13 4 2 16 17 18 23 2 21 21 20 8 17 22 15 22 17 22 2 17 16 5 13 9 13
split_gain=0.000161764 0.00179853 0.00789989 0.0042675 0.00156286 0.0030265 0.00153625 0.00354337 0.000872026 0.00135463 0.00057534 0.000408205 0.0019682 0.000382208 0.00037617 0.00151223 0.000372288 0.000747075 0.00056759 0.000373074 0.00101918 0.00317138 0.000661317 0.0154163 0.00587894 0.00339443 0.00224205 0.00272124 0.00155268 0.00103574
threshold=199.68228938305 13.043896815850003 200.17144541975003 30.284449345300001 13.154029769200003 98.255079293500017 127.35214607660002 49.864842700850012 14.844965286000003 241.79519611995002 18.563642556900003 0.13041500000000003 59.023942917950002 1.4144203964000002 14.70115454445 34.19870408380001 8.543332867800002 191.08747234645003 -0.69416999999999995 36.742238227650013 -0.06483499999999999 187.51563899930002 -0.101395 101.23478163165002 187.61467154115005 18.554956610400005 20.374719724350005 107.54907905045002 195.10791980860003 99.604685275000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 -2 13 5 10 -6 -8 -7 -10 -3 12 -9 -4 15 -14 18 -18 -1 22 -21 -22 23 24 25 -20 27 28 29 -25
right_child=1 4 3 -5 6 8 7 11 9 -11 -12 -13 14 -15 -16 -17 17 -19 19 20 21 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.068298828220940216 0.10015507888603432 -0.10002936424082005 -0.041312609401548184 0.052169478037329686 -0.10025565865256594 0.10002805925619446 0.10008292185604546 -0.082025236708553051 -0.025444812404193162 0.096457761945720311 -0.0012858112622407484 0.0028659565634379805 0.04763365768313587 -0.10008881372879748 0.0027093355148649048 -5.1664243097200104e-06 -0.00046742690420742801 -0.0046982493843008505 -0.1001277879493907 -8.1402196120711513e-05 -0.00069853347325567747 0.0084692763930155606 -0.00064306582426852416 -0.044261124125123424 0.086797615593947275 0.04259311554220499 -0.00053634476128577673 -0.095216794567237764 -0.1000373361876039 0.073219517424991803
leaf_weight=0.0012153048362567578 0.0087495285552020574 0.0014075593301109421 0.0014874088617489178 0.003719274936884176 0.0015237528132300273 0.0042330288997618482 0.0035480467486220793 0.002919987970932846 0.0018906501276205745 0.0017603266733203782 0.0010160014929172512 0.53547526773172549 0.0066656479502914525 0.0043186571887758873 0.53030977592376771 19.913490636671995 2.0866985790325425 0.52171234407643385 0.0028338754176883132 6.9940620850922244 1.0164961161404447 0.60007759024235863 9.677499347062442 0.0010580464222660901 0.028501096300075801 0.0040452310341834163 0.50217328938828443 0.0055460122657677857 0.001029418391595982 0.0025812990862163487
leaf_count=12 2 105 9 14 1 9 3 30 31 14 131 52 16 60 49 1024 80 31 109 208 19 107 925 402 50 30 399 29 14 69
internal_value=-7.35881e-07 0.000196386 0.031554 -0.0314598 0.000169104 0.0390983 0.00014999 0.000157278 0.0691415 0.0333308 -0.0586342 0.000140386 6.90302e-05 -0.0850314 8.07519e-05 1.07744e-05 -0.00019397 -0.00131364 -3.89271e-05 -4.33363e-05 0.000441644 0.00270459 -0.000451735 0.00292853 0.0667711 -0.0162013 -0.00147978 -0.0478603 0.00839427 0.039065
internal_weight=42.468 21.0225 0.0182749 0.00952534 21.0042 0.0103076 20.9939 20.9924 0.00788401 0.00365098 0.00242356 20.9889 20.4534 0.00580607 20.4505 19.9202 21.4455 2.60841 18.8371 18.8359 8.61064 1.61657 10.2253 0.547768 0.0353802 0.00687911 0.512388 0.0102148 0.00466876 0.00363935
internal_count=4034 1550 85 83 1465 290 1175 1174 54 45 236 1171 1119 69 1089 1040 2484 111 2373 2361 334 126 2027 1102 189 139 913 514 485 471
is_linear=0
shrinkage=0.1


Tree=491
num_leaves=31
num_cat=0
split_feature=2 9 12 22 15 21 23 15 19 21 5 5 22 12 21 9 15 22 10 23 13 5 16 2 22 2 2 23 6 22
split_gain=0.00013795 0.000446486 0.000158803 0.000351502 0.000139201 0.000762741 0.000376555 0.000922092 0.00017383 0.000138419 0.000710737 0.000179959 0.00106955 0.00180057 0.0244586 0.00683566 0.00846774 0.00376159 0.000583085 0.000588003 0.00167264 0.000475225 0.000333333 0.00201065 0.000955344 0.000269468 0.0183753 0.0021505 0.00898073 0.00884151
threshold=60.327272492300004 192.57902085675002 86.968866757150025 -0.046635000000000003 46.435439118750004 15.285239689500001 -0.55648999999999993 39.883592142850006 14.651182102100002 15.039695091900002 21.991679690250006 22.649179082500002 -0.071864999999999998 135.71835115270002 7.5757413081500014 188.96048214565005 42.713473568600008 -0.012794999999999999 61.987779113750001 0.11148000000000002 117.70876232545002 23.042623356550003 22.654947022900004 63.19085977000001 -0.079634999999999997 185.72519583365002 189.28685862455004 0.094725000000000018 16.435384010100005 -0.0068649999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 -6 7 -4 9 11 -11 18 21 -14 15 16 -15 -17 19 20 -8 -13 23 -20 -24 -25 -27 28 29 -28
right_child=2 -3 4 -5 5 -7 8 -9 -10 10 -12 12 13 14 -16 17 -18 -19 22 -21 -22 -23 24 25 -26 26 27 -29 -30 -31
leaf_value=0.00031065591752439567 -0.00060336873222077529 -0.0032520524675035013 -0.021465933793852358 0.0031004730814703932 -0.0039867742336964843 0.00068585693325657932 -0.0071732069741144563 0.10004105030972998 0.0018254625199691822 0.0014416677537038196 -0.003726539125027583 0.0014324380426984102 -0.00082230592964138791 -0.091285476160953671 -0.00010439240142852592 0.0965963213214273 0.10004512908106339 0.042230829733740406 -0.10014898907636233 -0.00023335267282913153 0.00080460805844127879 -0.00064926481754228927 -0.0012534078391464665 9.5103504354844293e-05 0.0048170451432266144 -0.089002532128193784 0.059857081968119043 -0.00059056798627762095 -0.10028069126684108 -0.051373848356179468
leaf_weight=1.0136869576714236 0.50827177707081961 0.53869407956594262 0.0012579182624169452 0.51670016891204895 0.53354842695108473 1.0118816102469734 0.54354068081712303 0.0012404306326061487 0.53653696138205376 0.53865781423111536 0.5258573244400524 1.526349230318693 0.5447340195140209 0.0056897119667529417 0.5205397871499029 0.036892569866267877 0.0038977226358838379 0.019429721224014429 0.0020042288833853608 1.5021064290449428 0.50882780985557474 3.8952526575142801 0.50965265931154136 25.000748223505152 0.52765654868744494 0.023508299730028548 0.033678712226168764 1.5187427962333908 0.005429275062283522 0.0090709393197085236
leaf_count=48 27 80 65 24 129 19 50 1 57 201 52 30 79 65 49 30 4 30 20 14 11 421 16 1651 34 41 479 115 27 165
internal_value=-3.61939e-07 -0.000925645 3.47476e-05 0.00126378 3.16507e-06 -0.000927335 4.06709e-05 0.0388623 3.81411e-05 1.27732e-05 -0.00111136 4.53462e-05 0.000520367 0.00331732 0.00716249 0.0645547 -0.013501 0.0778416 -5.77749e-05 -0.00150326 -0.00331588 -6.32008e-05 7.58622e-05 7.26378e-06 0.0018345 1.48128e-05 -0.00124732 6.92619e-05 0.0208691 0.0362553
internal_weight=42.4641 1.55238 40.9117 1.02497 39.8867 1.54543 38.3413 0.00249835 38.3388 37.8023 1.06452 36.7378 6.55279 1.13118 0.58645 0.0659097 0.00958743 0.0563223 30.185 2.55447 1.05237 5.4216 27.6305 26.5932 1.03731 26.5912 1.59043 1.56692 0.0481789 0.0427497
internal_count=4034 128 3906 51 3855 148 3707 66 3641 3584 253 3331 708 257 178 129 69 60 2623 75 61 451 2548 2498 50 2478 827 786 671 644
is_linear=0
shrinkage=0.1


Tree=492
num_leaves=31
num_cat=0
split_feature=8 12 9 8 3 23 8 23 0 2 5 12 4 22 22 22 21 21 20 0 3 6 6 6 6 22 17 5 10 22
split_gain=0.000155132 0.000161939 0.000483131 0.000210302 0.000395036 0.000326394 0.000843697 0.000736819 0.000358946 0.000209695 0.000143448 0.00250608 0.00298777 0.000727207 0.00196619 0.00154383 0.00237587 0.00261774 0.000491902 0.00129919 0.000712083 0.00402671 0.00173954 0.00406479 0.00956511 0.00093851 0.00369304 0.000438494 0.000425065 0.000309405
threshold=8.8430989333000021 82.696898122450008 192.57902085675002 8.7431769115000026 93.765354215650021 -0.55648999999999993 8.4434108459500017 -0.27628999999999998 92.805574663100018 62.922191810850009 21.723721974650005 87.111491403900018 157.07313959035005 -0.69416999999999995 -0.63113999999999992 -0.59502499999999992 2.3083050893000006 1.2199730554000003 42.753078181500008 86.420486603250012 92.781378539900018 16.565387047600002 16.345381907250005 16.100376182700003 15.635365317800002 -0.067109999999999989 188.19076296340003 24.279163357700003 61.998532946250002 -0.101395
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -3 8 -7 -9 11 -11 -13 -14 -15 16 17 -16 20 -20 21 22 23 24 -12 27 28 -22 -27 -17
right_child=-2 3 -4 4 -6 7 -8 9 -10 10 18 12 13 14 15 29 -18 -19 19 -21 25 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00029886902464980477 -0.0016624426190773368 -0.019365166558313343 -0.0034257692052544401 0.0024227998434777544 -0.00035759184188656837 -0.10003552371558189 0.10003715152159343 0.001418049523481563 -0.016895516585441875 -0.10012079633955154 -0.086060141091133371 0.053175713102108536 0.073048732696316884 -0.069645992173347424 0.066680273759402039 0.00067440087249164937 0.080941995766998259 -0.10005883517403087 -0.00018095773731055287 0.0058853932581099085 -0.00011062747408738953 0.00013110450708591102 0.00047229560777571779 -0.055037335178343617 0.031850842813026414 -0.0027055294528526238 0.0087390718642212963 -0.003120646696497165 0.00072529715475693813 -0.00032493545716144883
leaf_weight=1.0113747542842748 0.55403656479072694 0.0012517375718336101 0.53114927052186534 1.0338952710226288 1.0103934489330582 0.0010659303247963206 0.0011224296176806092 1.0271996801207297 0.0010125934773501377 0.0025079725764695074 0.01006101427634476 0.010501121287236681 0.0013562011115791908 0.0040738581881666338 0.0017841053407100516 3.6092558602645637 0.005700291280746228 0.0019938009536417667 1.0238639388944382 0.53882377645288015 6.9241109799571285 0.50043903291225433 0.023536578388302587 0.034348450826655608 0.021759187555289827 0.56126523840135911 0.59697715186237577 0.52034826290581282 1.0127233251333505 21.878882822198136
leaf_count=44 201 64 52 35 25 94 1 32 26 43 63 9 10 35 32 900 35 15 283 54 87 2 13 29 26 61 83 216 34 1430
internal_value=-6.77245e-08 2.19121e-05 -0.000983665 6.03441e-05 0.00104859 7.61803e-06 0.0370844 5.3205e-06 -0.0595322 8.55061e-06 -3.02817e-05 -0.000163491 -0.000153665 -0.000175624 -0.000179518 -0.000168419 0.0401828 -0.0213168 0.000258543 0.00191076 5.55451e-06 -0.00336617 -0.0228764 -0.0311817 -0.00543063 0.000212493 0.00204196 -0.00032102 -0.000498094 -0.000183424
internal_weight=42.4568 41.9028 1.54252 40.3603 2.04429 38.316 0.00237417 38.3136 0.00207852 38.3115 37.2843 25.5161 25.5135 25.503 25.5017 25.4976 0.0094782 0.00377791 11.7683 1.56269 10.2056 0.590144 0.0897052 0.0661687 0.0318202 9.61542 2.17097 7.44446 1.57399 25.4881
internal_count=4034 3833 96 3737 60 3677 65 3612 120 3492 3460 2509 2466 2457 2447 2412 82 47 951 337 614 133 131 118 89 481 178 303 95 2330
is_linear=0
shrinkage=0.1


Tree=493
num_leaves=31
num_cat=0
split_feature=15 21 15 22 22 21 16 15 2 6 13 21 5 5 10 9 23 12 5 9 3 10 7 4 20 7 7 20 20 3
split_gain=0.000141904 0.000820722 0.000145675 0.000800715 0.00300071 0.0146407 0.0226539 0.0120055 0.000846783 0.000357595 0.000770545 0.000351016 0.0003935 0.000318098 0.000263423 0.000672115 0.000236071 0.00105089 0.000219911 0.00773175 0.00536811 0.00108922 0.00106977 0.000482769 0.00128848 0.00399558 0.00665464 0.00340248 0.000790104 0.000364576
threshold=46.435439118750004 15.285239689500001 37.870720399650004 -0.067109999999999989 1.0000000180025095e-35 5.5151941623000011 22.594947163200004 41.29990759910001 210.62522394830003 16.425383776450001 117.49368567500001 7.7834773016000005 23.195398057700004 22.783584484750005 62.00390986255001 186.68586460755003 -0.41441 152.73554204000004 21.500664456800006 205.67007911670001 93.72771580185001 60.613977009100005 19.250086031950001 127.35214607660002 32.724174661450007 22.061824394000002 22.181995028450004 30.317390213800007 44.756878345700009 108.40938565220002
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 5 7 -7 -5 -6 10 13 14 -13 -4 15 -11 17 -1 23 20 -20 22 29 -18 27 28 -27 -25 -26 -22
right_child=1 -3 3 4 8 6 -8 -9 -10 11 -12 12 -14 -15 -16 -17 18 -19 19 -21 21 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.10002879297778498 -0.0041170939017077428 0.00073147464580570413 0.0018361566481662165 0.0073162929461822795 0.0041072768456141169 0.04875364712307699 -0.067906177148509314 0.090059860617380777 -0.00066634935243355901 0.0002136846043463623 -0.0044963594829647334 0.0016848340464075608 -0.00034701088878172338 -0.0016357437785138611 0.00012984533327019805 -0.0043437927322323199 -0.042725615563838609 0.025982342696670008 -0.10082075622365293 0.0002204682322703846 0.054293926372209693 0.063995333892374592 -0.10002823316198005 0.095531838949270725 -0.10009770149430999 0.08954781981135182 -4.3664992140906202e-05 -0.10008211173135012 -0.0050135010141817964 -0.024838169208897139
leaf_weight=0.0011866461498807592 0.53292767478028125 1.0121910151671611 0.55104390359576771 0.035246253180956866 0.58848252460022354 0.029652803140379547 0.037947476977890915 0.034896585319074802 1.0082868125742264 0.85990529612172195 0.53065540851588355 2.5542808070822502 1.5205742089850671 0.50640775609235789 3.511702148263538 0.5188298835751084 0.0026502287219390954 0.0014963989100822139 0.013008652364400186 0.51343195903144334 0.0012288530061468341 0.0024944216678203235 0.0011796554091478839 0.0011797645091995842 0.0047761496282278928 0.0082931475439228519 28.062367491946816 0.0036102698328928789 0.0010696246777103513 0.001106421896627463
leaf_count=89 129 19 84 39 57 28 28 39 41 5 47 28 30 19 41 57 11 75 50 61 31 213 90 76 40 20 2340 43 77 127
internal_value=-1.18053e-07 -0.000940848 3.54147e-05 0.000323408 0.00231457 0.0164761 -0.0167334 0.0484818 0.00109295 -3.85158e-06 -0.00138691 0.000241143 0.00092663 0.000173483 -0.000330024 -0.00150133 -8.82383e-05 -0.0297493 -8.54573e-05 -0.00209874 -0.0647109 0.0134574 -0.0224076 -4.7287e-05 -4.32591e-05 -3.44115e-05 -1.71962e-05 -0.0519033 -0.0826998 0.0168022
internal_weight=42.4521 1.54512 40.907 12.2879 1.73451 0.137743 0.0676003 0.0701428 1.59677 10.5534 1.58811 8.96529 4.07486 1.05745 4.89044 1.37874 28.6191 0.00268305 28.6164 0.53245 0.019018 0.00600935 0.00351493 28.0839 28.0813 28.0765 28.0707 0.00479003 0.00584577 0.00233527
internal_count=4034 148 3886 543 232 134 56 78 98 311 150 161 58 103 103 62 3343 164 3179 572 511 461 248 2607 2596 2477 2360 119 117 158
is_linear=0
shrinkage=0.1


Tree=494
num_leaves=31
num_cat=0
split_feature=8 2 9 8 5 12 17 7 19 20 23 22 20 2 23 8 6 3 12 12 4 19 4 22 4 21 16 22 20 23
split_gain=0.000125182 0.000130319 0.000391886 0.000176792 0.0004299 0.000238145 0.000133396 0.000446912 0.000189948 0.000145569 0.0114614 0.00777001 0.0044637 0.00215883 0.000896212 0.000830938 0.00164267 0.00109358 0.00019321 0.000921025 0.00061666 0.000552005 0.000468898 0.00043906 0.000354105 0.000721384 0.00687299 0.00100992 0.000286577 0.000973878
threshold=8.8430989333000021 60.327272492300004 192.57902085675002 8.7431769115000026 21.991679690250006 86.968866757150025 205.83789591070004 25.818239331450005 13.451085274650001 43.752965619700007 0.085820000000000021 -0.082334999999999992 48.86568841230001 63.19085977000001 -0.55648999999999993 8.543332867800002 16.415383542800004 82.796445043450021 149.09269374785001 144.57070813310003 222.75625367455004 14.551174033150001 227.97173202615002 -0.13734499999999997 232.62504358260003 0.17201659740000003 19.764953780900004 -0.092990000000000003 41.360869295700006 0.092075000000000032
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 9 -8 -9 13 -11 15 -13 -7 -15 16 17 -12 19 23 21 -20 -22 -16 -24 26 27 -26 -25 -30
right_child=-2 3 -4 4 -6 6 7 8 -10 10 11 12 -14 14 18 -17 -18 -19 20 -21 22 -23 24 28 25 -27 -28 -29 29 -31
leaf_value=0.00027428719732332447 -0.0014933862473934286 0.0021208266528708205 -0.0030757797170998095 0.0024360615575167075 -0.00021171387926784748 -0.10012145638613415 -0.0032752985874717876 -0.0014997011001170234 0.00085982863080584211 -0.001854398909761549 0.073900366641388923 -0.10022556853292636 0.10004560271081431 0.091762842965817215 0.0029470685003624921 0.09983783226248133 0.098417895581110165 -0.044846684838348111 -0.0048312606111420141 0.0043640931329844796 0.0028740033604087315 -0.00020053903681949609 -0.0027374880669293351 -0.00025403884276171138 0.013738234730780972 -0.00010167215601631866 0.080674344395481087 -0.10011098565040127 2.3630376048157016e-05 0.0046633887534932757
leaf_weight=1.0120444381169935 0.55401776144373727 0.52209720177810837 0.53312467493626048 1.0308821028474988 1.5134697931460719 0.0021538577857133081 0.54257518609314237 0.51428142570685742 1.0136384801193401 0.5109110639246438 0.0013347862169439386 0.0039976320507977827 0.0015422543286668922 0.0010642270416160162 0.52768584584544953 0.01619063812904642 0.0045777041382280004 0.0018510483674938349 0.53101582436451511 0.53083360975845373 0.5241678047784174 0.49962862921165652 0.5176527252566484 10.054987928451689 0.0010040291518546582 18.360573487858709 0.0078254784566524904 0.003478956210364037 2.5554092332650611 0.54970686462638685
leaf_count=44 201 35 55 28 34 4 186 357 90 690 17 91 5 37 261 8 4 42 51 58 26 4 31 379 87 873 25 90 179 42
internal_value=-5.55738e-08 1.96947e-05 -0.000881575 5.42127e-05 0.000861072 -9.74261e-08 -2.9802e-05 -0.000809859 6.56363e-05 1.60718e-05 0.00164468 0.0622574 -0.0444719 -9.31554e-06 -3.09523e-06 0.0869407 0.0600442 0.0049054 -5.91256e-06 0.00027719 -0.000202795 -0.00258641 -7.62587e-05 0.000118693 -0.000158122 -8.54483e-05 0.0241157 -0.0746128 5.28298e-06 0.000845019
internal_weight=42.4437 41.8897 1.54517 40.3445 2.54435 37.8002 37.2781 2.0705 1.52792 35.2076 0.540405 0.0294941 0.00553989 34.6672 34.665 0.0239542 0.00776354 0.00318583 34.664 14.2186 20.4453 1.03064 19.4147 13.6878 18.8905 18.3729 0.0123085 0.00448299 13.1601 3.10512
internal_count=4034 3833 99 3734 62 3672 3637 633 447 3004 857 167 96 2147 2143 71 63 59 2106 919 1187 55 1132 861 1106 1075 202 177 600 221
is_linear=0
shrinkage=0.1


Tree=495
num_leaves=31
num_cat=0
split_feature=12 9 2 5 13 10 7 22 0 6 10 22 5 10 10 12 23 20 15 4 15 20 18 20 20 7 3 18 15 9
split_gain=0.000141519 0.000409346 0.000159406 0.000115946 0.00232559 0.00255993 0.00241858 0.0011902 0.000144666 0.000813206 0.0126139 0.00429219 0.00154893 0.001159 0.000702859 0.00225574 0.000254645 0.00045325 0.00017878 0.00210867 0.000996844 0.00142576 0.00784567 0.00555301 0.0101502 0.00470668 0.00825097 0.00137076 0.000290034 0.0036872
threshold=82.696898122450008 192.57902085675002 62.922191810850009 13.264960807550002 98.255079293500017 79.836452641800022 28.8637720374 -0.15665499999999999 97.878695155250014 11.630271739450002 78.10777406390001 -0.14259499999999997 16.632399885950004 75.634392583900009 75.408562100950022 87.111491403900018 -0.55648999999999993 44.421469061800003 28.176737565850001 157.07313959035005 28.626568391100005 36.728658719300007 14.493864790000002 37.038444968100009 37.52517992975001 23.514778597300005 89.695028606150018 13.091807150500001 32.393814985100008 177.77223095870002
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -6 14 -10 11 13 -13 -11 15 -5 17 -17 -18 -20 -21 22 25 -23 -25 26 -22 -28 -26 -30
right_child=2 -3 3 8 5 -7 -8 -9 9 10 -12 12 -14 -15 -16 16 18 -19 19 20 21 23 -24 24 28 -27 27 -29 29 -31
leaf_value=0.00024651706680977519 0.0012658759550090233 -0.0031695576693228896 0.00050435122508463495 -0.10011057007014437 0.018381744905109222 0.091224596533378347 0.10001596747535624 -0.10004439819500355 -5.1814549511797768e-05 0.059001107726285029 -0.00049683165370648173 -0.10016241823953032 -0.04392672701552202 -0.032970061585987552 0.0036697196753799652 0.082754833125996241 -0.00066984417519158764 -0.0095920745251881663 0.045015715050938515 0.0043568480415165116 -0.06914739693711959 -0.04917558595725674 -0.076477925449807888 0.093788246423890123 -0.0016323250539355485 0.10004716899730255 0.025406137318040596 0.10002692527047743 0.076916622660342715 1.1341348934382314e-05
leaf_weight=1.0114768024677747 1.0269571435933489 0.53701947194727484 0.50797519012620784 0.0022507037025211165 0.0014425214827724631 0.0059740254775988433 0.0015125061145226937 0.0020613416349573033 4.0152579283043544 0.0027407915183569878 0.51772303544256193 0.017938570236765095 0.0067374304338914106 0.0027399818786761898 0.52941650102807258 0.0010188179932261168 3.5458912835832157 0.0011111314094449654 0.010439481440697729 0.5317547019149832 0.0071625693744853383 0.022977202274662711 0.0066967625801908062 0.011535690439361868 1.091885782786483 0.0097403650725027546 0.0040657573719045104 0.00623984788035159 0.0062355968209172321 28.994746899188101
leaf_count=48 37 83 931 47 30 22 14 127 119 21 159 71 33 25 46 38 670 19 12 32 10 26 32 23 243 15 32 17 7 1045
internal_value=2.04447e-07 -0.00093818 3.57389e-05 4.04975e-06 0.001489 0.0469995 -0.00566841 -0.051289 -1.55363e-05 -0.000544937 -0.00415889 -0.0670281 -0.0848081 0.0130223 5.39147e-05 -1.97016e-06 4.60809e-06 0.0345802 2.45785e-06 8.01008e-05 6.48171e-05 -1.0853e-05 0.020484 -3.39179e-05 3.58952e-06 0.044349 0.0132913 0.0705876 -3.23616e-05 2.7877e-05
internal_weight=42.4407 1.5485 40.8922 39.8653 0.518966 0.0109904 0.00501637 0.00350386 39.3463 4.56314 0.54788 0.0301568 0.024676 0.00548077 34.7832 34.2538 34.2515 0.00212995 34.2494 30.7035 30.693 30.1613 0.0339053 30.1274 30.1044 0.0272085 0.0174682 0.0103056 30.0929 29.001
internal_count=4034 131 3903 3866 1124 193 171 157 2742 428 309 150 104 46 2314 2268 2221 57 2164 1494 1482 1450 106 1344 1318 74 59 49 1295 1052
is_linear=0
shrinkage=0.1


Tree=496
num_leaves=31
num_cat=0
split_feature=22 23 2 15 2 20 22 23 13 22 20 8 18 15 20 7 5 9 6 16 21 18 15 10 9 0 15 23 23 23
split_gain=0.000132112 0.000313774 0.00401348 0.000832927 0.00275081 0.0331491 0.00804729 0.00545067 0.00239705 0.000917002 0.000532547 0.000919813 0.00037304 0.000679452 0.000331655 0.00039742 0.000495929 0.000307596 0.000869395 0.00087818 0.000522681 0.0150263 0.00259618 0.00333474 0.000390026 0.00106654 0.000353771 0.00029177 0.000531161 0.000412685
threshold=-0.037054999999999998 0.094725000000000018 41.467794892200004 41.29990759910001 108.24034454255001 39.749124837650008 -0.14910499999999999 0.12201500000000003 108.32604345015001 -0.59681499999999998 40.280372415600006 8.4434108459500017 14.466921572300002 25.787235651800003 41.147265497500008 23.150522195450005 24.218679034200004 190.49354742400001 16.535386346650004 22.644947046300004 11.702496363450001 14.053554955550002 35.517387705950007 68.20618276945001 205.67007911670001 96.741477366050006 31.385732506450001 0.09013000000000003 0.089415000000000022 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 2 -1 4 10 -6 7 8 9 -7 -3 -12 -8 -14 -5 16 -16 20 19 24 21 22 23 26 -19 -26 -2 28 -4 -29
right_child=17 3 27 14 5 6 12 -9 -10 -11 11 -13 13 -15 15 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.086795072101253479 -0.023402980508193373 -0.0030947935896553655 -7.7134746760660751e-05 -0.00066205554358774691 -2.1830161707230522e-05 0.042855518526306584 -0.10059392004103646 -0.08485040757703094 0.099818660899712197 -0.066100500805180568 0.0039303709933225716 -0.0012120490472627224 -0.052991788560396991 -0.10012345434716377 0.0045989762712838143 -0.00032291240555730574 0.00021257473062930287 -0.0002691537719601868 -0.0036801371171437136 0.0042134278200669116 -0.00038115366874317516 0.00033519363505561705 0.096690927203123 0.084762653905943244 0.005004378255454852 0.00024363505016548951 -0.10011809762012257 0.0032977235501362046 -0.0033578127455877143 0.00037756272919533943
leaf_weight=0.0053346397690060545 0.0010396617004064792 0.53664819954565457 14.817859446234062 2.3888167860864087 0.52878122624933022 0.0014253793997340836 0.036777715897635233 0.0050693867597146891 0.0041654314209154109 0.001686276963049238 0.5312969306951344 1.007253085685903 0.0052089058387387865 0.0074095968561778136 0.52763384992431406 1.0267163108865132 0.50392130318527961 8.1181064429826524 0.57526828612259961 0.54713899106900576 0.51036102225290936 0.50678963561531298 0.019522701479857574 0.0034262288097579585 0.55707762803366767 3.0304750733992405 0.0014250813869693957 0.5298599911607268 0.51051607519358455 5.5860478028145151
leaf_count=14 148 88 1891 38 158 7 26 18 18 41 34 44 22 25 16 29 25 243 77 55 99 272 28 11 97 179 6 48 58 219
internal_value=2.69763e-07 -0.000122692 6.81712e-05 -0.000698265 -0.00209596 -0.00811786 -0.0774545 -0.0052428 0.0502137 -0.0161902 -0.000382355 0.000563748 -0.0955036 -0.0806675 0.000139558 0.00106991 0.00245619 0.000253473 0.000119223 0.000297603 0.00190532 0.00409796 0.0791337 0.0209488 0.000114572 0.000982886 -0.0677586 4.65964e-05 -0.000186399 0.000630555
internal_weight=42.4331 28.5624 21.4496 7.11281 2.66572 0.590524 0.0617427 0.0123465 0.00727709 0.00311166 2.0752 1.53855 0.0493962 0.0126185 4.44709 2.05827 1.03156 13.8706 12.8281 12.2528 1.04256 0.532203 0.0254137 0.00589097 11.7057 3.58755 0.00246474 21.4443 15.3284 6.11591
internal_count=4034 2819 2230 589 481 315 157 84 66 48 166 78 73 47 108 70 41 1215 651 574 564 465 193 165 519 276 154 2216 1949 267
is_linear=0
shrinkage=0.1


Tree=497
num_leaves=31
num_cat=0
split_feature=15 21 12 17 22 15 21 22 4 16 13 17 0 0 8 5 21 0 5 15 22 6 2 4 18 16 15 15 18 18
split_gain=0.000147134 0.000770559 0.000137045 0.000425225 0.000149481 0.00147033 0.00138317 0.00369609 0.00267337 0.00205411 0.00197409 0.00165867 0.00135839 0.000384557 0.00683997 0.0100904 0.00861154 0.00729075 0.00740708 0.000552396 0.000353557 0.000249594 0.00609129 0.00524704 0.00349547 0.0166487 0.00755451 0.0122318 0.00292098 0.00230247
threshold=46.435439118750004 15.285239689500001 82.696898122450008 183.19621122360005 -0.06483499999999999 41.800301886400014 0.17201659740000003 -0.096529999999999991 273.21071223870007 20.894951138500005 108.32604345015001 194.19264200700002 88.606203063300015 86.20003303655001 8.6432548896500023 20.603398083600002 2.3223121640500004 85.812895065800021 22.387336278850004 37.870720399650004 -0.075639999999999999 16.265380038000004 71.340832650850004 169.62532823300003 13.679220276500002 22.624947093000003 42.246988155050012 38.992510055900006 13.204532713600001 13.919698996450002
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 7 8 10 20 11 -4 -12 14 15 -6 -17 18 -18 -15 -9 22 29 -24 25 26 27 28 -25 -8
right_child=1 -3 4 -5 5 -7 21 9 -10 -11 12 -13 -14 19 -16 16 17 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0002973279507418416 -0.004035240012102299 0.00066307851894522327 0.059871563527433308 -0.0032059060199284071 0.10008407151968379 0.0052706069949895384 -0.0043348188487231714 -0.10009189520823208 -0.09602975962337186 0.046281210893655174 -0.0055709782245119133 -0.10003378149251492 0.099093784830977374 0.00010250765860048514 0.00074309759701507612 0.074069419216928153 -0.1002378582464349 -0.092891407774553514 0.093803360538375832 0.0032727066908549564 -0.034580293021789929 7.5345543621399026e-05 0.075459067521314149 0.065426338221759972 -0.00043563539053962334 -0.10051105948227977 -0.10021549471674936 0.092362755245092854 -0.090941795489108079 -0.1001575043883825
leaf_weight=1.0253499789312588 0.53296834844822072 1.0117190598576256 0.0014454158452146268 0.52331927406302714 0.0047058246564056763 0.57413347541495241 0.0035628753248734277 0.0028478609703090907 0.0011057314215335923 0.0018488597415853292 0.0014332094082725186 0.0011768398741338615 0.0091982853537047049 15.220810274617797 0.55796272091886934 0.0046591909779749576 0.003342132100328854 0.029793061395139375 0.0047820742504587344 0.57023092659238805 0.0011590962093150836 16.612086354393384 0.0090698737301381227 0.0014791896054257006 5.6594807341938926 0.018868043902330101 0.0043585776584222904 0.016160076775122434 0.0062098296094093008 0.0084661889681854063
leaf_count=69 129 19 50 62 2 102 5 48 76 8 165 27 12 878 49 27 4 26 141 79 22 615 9 85 1179 10 4 15 58 59
internal_value=4.07586e-08 -0.000957997 3.62419e-05 -0.000886469 7.25745e-05 0.000296353 -9.72653e-05 0.0260485 0.0533544 -0.0409101 0.0658172 -0.0118922 0.0849841 0.000122174 -0.00235153 -0.0388702 -0.0542283 -0.0699933 0.0139788 0.000216987 -0.0811413 -0.000120925 -0.000690173 -0.000540566 -0.000661359 -0.027798 0.0208396 0.0429632 -0.0608602 -0.0717759
internal_weight=42.4237 1.54469 40.879 1.54867 39.3304 16.9704 22.36 0.0202153 0.0143595 0.00585582 0.0132538 0.00262226 0.0106315 16.3963 0.605245 0.0472823 0.0425765 0.0379173 0.00812421 15.791 0.00400696 22.3397 5.72766 5.71563 5.70656 0.0470757 0.0282077 0.0238491 0.00768902 0.0120291
internal_count=4034 148 3886 131 3755 1308 2447 408 330 78 254 77 177 1206 249 200 198 171 145 957 70 2039 1424 1360 1351 172 162 158 143 64
is_linear=0
shrinkage=0.1


Tree=498
num_leaves=31
num_cat=0
split_feature=5 23 23 16 9 17 22 20 3 2 17 2 19 15 22 15 16 10 18 19 13 0 23 23 3 17 18 7 12 22
split_gain=0.000149531 0.00050575 0.000344439 0.00487222 0.00895254 0.00349907 0.00199399 0.00127309 0.000775018 0.000322989 0.00026389 0.000272056 0.000221572 0.000199693 0.000714428 0.000353554 0.000243014 0.00056326 0.000258716 0.000630399 0.00174091 0.000454333 0.000689166 0.00102185 0.000453167 0.000373397 0.000384817 0.000311925 0.00227537 0.00102529
threshold=23.730745871350006 0.11082500000000002 0.092260000000000023 22.634947069650003 191.98656730705002 193.58923865885004 -0.117885 44.952171034750002 93.620177476600006 253.13454704850002 162.57770630285003 41.467794892200004 14.551174033150001 41.492094664050008 -0.06828999999999999 42.493282152450007 22.674946976100003 61.982402197500001 13.455547561900003 14.351157895250003 117.58509325145 86.420486603250012 -0.26753499999999997 -0.24947 93.281431752200021 191.58460912770002 13.077716774800001 23.974509389900003 81.514192512750014 -0.59502499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 5 7 -6 -2 -4 -9 -1 -12 -5 16 15 -15 18 -18 19 -13 24 -20 -23 -24 -21 26 -26 -25 -29 -30
right_child=1 -3 8 12 6 -7 -8 9 -10 -11 11 13 -14 14 -16 -17 17 -19 21 20 -22 22 23 27 25 -27 -28 28 29 -31
leaf_value=-0.045780141811172369 -0.10002204481770016 -0.0034755960555407951 0.0038780508271818331 -0.0020445774230115998 -0.018044924152207695 0.099850589307499751 -0.10022955784177019 0.04463288288524056 -0.00041721567349842697 -0.024358689139186596 0.017194950862547725 -0.00015560214355197057 0.00090863742726853306 0.001621589659715237 0.0039308211396271572 -0.00068516875566581648 -0.0038206720439768506 0.00082668563189222406 -0.0030697517650530694 0.0017916455605066384 0.0066395677666975187 -0.059623890447990505 0.057011785661959996 -0.00066163147300333136 0.00021111931493199049 0.0015648845983001688 -0.0036599499269916896 -0.10015551677249829 0.032281032245666093 0.00014177041677495026
leaf_weight=0.0012557187970462227 0.0015062899378874839 0.52389849237899699 0.53049796363578972 0.50697302257193377 0.003704070876210607 0.0045725134852800942 0.014543320474988519 0.0015442399511407245 2.0182511028331351 0.0012104809546696904 0.0092667700610026271 6.0684011849914814 0.50924292171015395 1.0284292158357864 0.59645496208849991 1.8772902754983531 0.5261212893938978 0.51712989553652733 0.51906695977117934 1.5366994927280764 0.5596732542344397 0.0019435468107776846 0.0031352619369212622 6.6465237018107066 0.51048547227037466 0.51416117344706425 0.5167469710286241 0.0022613556124423386 0.0099318672373404082 16.850162950783105
leaf_count=245 376 39 26 71 21 10 72 56 69 48 20 165 25 23 74 57 49 35 29 37 39 101 30 439 24 37 21 33 97 1666
internal_value=-2.93423e-07 -0.00057304 -0.000149704 -0.00168025 -0.0435423 0.0390947 -0.0835468 -0.0261027 0.000476803 0.0143166 6.12652e-05 6.27684e-05 -0.000564672 5.86215e-05 0.00077837 0.000131269 -1.38485e-05 -0.00151702 3.26312e-05 0.000468368 0.00150926 -0.000143349 -7.87492e-05 -7.38271e-05 0.000576438 -0.000635069 -0.00173621 -8.14403e-05 0.00014725 0.000160703
internal_weight=42.4111 4.11594 3.59205 1.0433 0.0270809 0.00883352 0.0182474 0.00426101 2.54875 0.00275472 38.2951 38.2939 1.01622 38.2846 3.50217 2.90572 34.7824 1.04325 33.7392 9.70617 3.63777 24.033 23.514 23.512 3.07809 1.54139 1.02723 23.5089 16.8624 16.8601
internal_count=4034 813 774 679 583 490 93 480 95 104 3221 2976 96 2956 154 80 2802 84 2718 323 158 2395 2366 2265 119 82 45 2235 1796 1763
is_linear=0
shrinkage=0.1


Tree=499
num_leaves=31
num_cat=0
split_feature=23 6 3 20 15 6 20 20 9 13 7 21 22 15 22 15 4 22 20 22 9 4 6 23 5 5 21 20 20 7
split_gain=0.000193653 0.000561856 0.000187011 0.000696331 0.0203242 0.00126388 0.00828928 0.00428195 0.00420381 0.00128625 0.00119554 0.000463143 0.0076485 0.0108675 0.0129282 0.000327265 0.00127079 0.00180201 0.00740429 0.00749763 0.00481929 0.00555927 0.00173716 0.00226291 0.00166843 0.00162164 0.00097957 0.000934676 0.00175783 0.000636298
threshold=0.41214500000000009 15.155354102400002 93.499196860750018 41.674196414850009 40.94720173475001 16.525386113000007 42.456897412850005 43.487767439550005 194.56033515110002 116.60649449195002 22.575645983950004 14.70115454445 -0.092710000000000001 36.548474543700003 -0.091639999999999985 45.169600924000008 127.35214607660002 -0.16276499999999997 39.110279783550006 -0.50001499999999999 211.98908248575003 216.65973282030004 15.945372561050002 0.08729000000000002 15.120347274900002 14.943099738200003 2.7968392888000007 30.317390213800007 32.724174661450007 23.576742473100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 11 -4 5 6 -5 -8 9 -9 -6 15 -13 14 -14 16 -1 18 24 20 21 -20 23 -21 -18 26 -23 -19 -29 -26
right_child=1 -3 3 4 10 -7 7 8 -10 -11 -12 12 13 -15 -16 -17 17 27 19 22 -22 25 -24 -25 29 -27 -28 28 -30 -31
leaf_value=-0.086903767266321694 -0.00038629607918912195 0.0026394446828977309 -0.00022817584095716364 0.055830093717110646 -0.04538181100257805 0.0013961115561106478 -0.10029752729488138 0.018432305590881944 0.094646544492890755 -0.10005011490075251 -0.10034824493007724 -0.00086493924948443431 0.10016162971675896 0.06894307337430175 -0.096828208275017924 -0.0024599619021584002 0.031122280762383325 0.096393650447299001 0.041344896807746716 -0.1000676032398829 0.091370598261361596 0.062600189853033714 0.10009426494861029 0.087569523778191868 -0.040076723939550689 -0.096296980526620682 -0.069200661283686363 -0.07405540465909663 1.7936740796097288e-05 -0.10008603950950551
leaf_weight=0.0016810864654165361 1.5070724437399285 1.0353003532463843 6.5132434077993286 0.0092951599302252275 0.0048640504788153285 0.51235310209577634 0.010777992177860796 0.0013352540357409728 0.0028152088925708085 0.0029199297641753219 0.021219791729276238 0.50053404227270792 0.0049688422259350782 0.036633187006373191 0.010110936832314898 0.53310690365924429 0.0016559829922991052 0.0010061720156134815 0.0072207073865087059 0.0010697901266261958 0.0044653235221403511 0.0011904290789330751 0.01495528690975334 0.0016100501690594626 0.0026982567313593719 0.0075925969836423413 0.0010714174128041432 0.003204040528269724 31.645910651376031 0.0051193240361477876
leaf_count=5 51 36 467 18 34 239 29 98 5 24 123 136 2 27 72 61 110 49 32 86 28 23 26 10 20 30 54 36 2064 39
internal_value=-3.49625e-07 0.00084584 -5.43155e-05 -0.00052044 -0.00388617 0.000282056 -0.0207465 -0.0606264 -0.000152425 -0.062871 -0.0900982 4.6326e-05 0.00291778 0.0395311 -0.0319193 -2.86967e-06 3.84513e-05 4.30621e-05 0.0192743 0.0384589 -0.00112473 -0.0253132 0.0868085 0.0126649 -0.0600589 -0.074156 0.00016725 1.35019e-05 1.04378e-05 -0.0793737
internal_weight=42.407 2.54237 39.8646 7.07882 0.56558 0.539497 0.0271435 0.0178484 0.00707039 0.00425518 0.0260838 32.7858 0.552247 0.051713 0.0150798 32.2336 31.7005 31.6988 0.0486492 0.0391756 0.0215405 0.0170752 0.0176351 0.00267984 0.00947356 0.00985444 0.00226185 31.6501 31.6491 0.00781758
internal_count=4034 87 3947 1037 570 413 174 156 127 122 157 2910 237 101 74 2673 2612 2607 458 289 167 139 122 96 169 107 77 2149 2100 59
is_linear=0
shrinkage=0.1


Tree=500
num_leaves=31
num_cat=0
split_feature=23 6 7 14 18 17 20 12 18 14 20 20 17 20 22 21 21 18 21 18 22 5 5 7 14 6 9 9 9 9
split_gain=0.000157066 0.000456123 0.000168609 0.00545226 0.0010718 0.00176555 0.0237904 0.00275839 0.004315 0.00169052 0.00158355 0.00346048 0.00238812 0.00110659 0.000952816 0.0019808 0.0018491 0.000924703 0.000850801 0.0170841 0.00167393 0.00259947 0.00061457 0.000602625 0.000592215 0.00134186 0.000591782 0.00768702 0.00471814 0.00274829
threshold=0.41214500000000009 15.155354102400002 23.974509389900003 157.58516208295003 13.946975448150001 183.19621122360005 36.620308449100001 101.85466269095001 14.320472989450002 206.53923184105003 34.883496062400006 33.708131650200009 188.41589330430003 38.064633603500006 -0.59502499999999992 2.3083050893000006 1.2199730554000003 14.224291663350002 10.628103601550002 14.104086706500002 -0.51146999999999998 16.078966488550005 15.904541771600002 25.350214218950004 143.06733454090002 17.180401417350001 214.88418602500002 204.12988221610001 197.02865361825005 211.04147598835002
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -6 -7 -8 17 -10 11 12 -1 -11 15 16 -5 -9 20 -20 21 22 -16 -17 25 -12 27 28 -21 -29
right_child=1 -3 3 14 5 6 7 8 9 13 24 -13 -14 -15 18 23 -18 -19 19 26 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.072884614096096034 -0.00034757257745377434 0.0023799309694463094 -0.1002579141631836 0.04688069298103547 -0.00024466660383307956 -0.00021134907537197607 -0.10087627713593039 -0.055768051976810541 0.074525711116463597 0.046777053507747149 -0.05500457437183507 0.09460686253284678 0.10000929209204548 -0.072456329217227597 -0.014264230498044829 0.098006314802682987 -0.10005013288538772 -0.090167180239214842 0.080517169808861505 -0.083105823273393553 8.9595385093616431e-05 -0.10004989055153835 0.094212118246163906 0.033055956859032141 -4.630800174733183e-05 0.014618727087547493 0.00084701789972303982 -0.10011043294194549 0.061575799798433542 -0.0037856720785230825
leaf_weight=0.0030488634186801589 1.5074578204799274 1.0334717480027391 0.0054026554985843181 0.001685874638725493 1.0139240416073805 0.50651841296368194 0.017266371521071022 0.023752281695873623 0.0031320861555528259 0.0012434915638266375 0.0060405500335097839 0.0052801226107783705 0.0010825794649544918 0.002081001682870065 0.0010903610527951404 0.0031194832362815283 0.0017410786781510978 0.01164629133827888 0.027757091447712101 0.0027584335230287369 16.817826989236032 0.0039669581941552678 0.0010024435723607894 0.0026353015082767328 20.852750327580257 0.0051099242259624589 0.50738667924859904 0.0091046306018398582 0.012324247422210277 0.004390307395992111
leaf_count=86 51 36 12 45 92 26 15 42 14 7 14 35 5 100 76 10 15 17 13 216 1503 41 2 38 1335 38 49 41 38 22
internal_value=-5.1292e-07 0.000761784 -4.91126e-05 0.00018452 -0.00023019 -0.00274178 -0.00721792 -0.0672461 -0.0533728 0.0218082 -4.01287e-05 0.0409697 -0.0275805 -0.0278583 0.000215713 0.032421 -0.0277682 -0.0670855 0.000198706 0.00402013 7.06611e-05 -0.0524781 0.0376954 0.0682635 -5.86279e-05 -0.0230983 5.84187e-05 -0.0139429 0.0351153 -0.0687731
internal_weight=42.396 2.54093 39.8551 17.4022 22.4529 1.57956 0.56564 0.0591215 0.0418552 0.00645658 20.8733 0.00941157 0.00413144 0.00332449 17.3968 0.00918174 0.00342695 0.0353986 17.3876 0.563721 16.8239 0.00605976 0.0020928 0.00575478 20.8639 0.0111505 0.535964 0.0285776 0.0150827 0.0134949
internal_count=4034 87 3947 2121 1826 313 221 195 180 121 1513 126 91 107 2109 108 60 59 2001 379 1622 119 78 48 1387 52 366 317 254 63
is_linear=0
shrinkage=0.1


Tree=501
num_leaves=31
num_cat=0
split_feature=17 6 6 20 22 9 2 6 17 15 21 15 17 3 0 3 6 20 22 12 20 2 18 19 2 20 4 21 0 5
split_gain=0.000134947 0.000367174 0.000150027 0.000462407 0.000632844 0.00112732 0.000360423 0.000342763 0.00600739 0.00496371 0.00350339 0.00151077 0.0114354 0.00659991 0.0172181 0.0102101 0.000668982 0.0054611 0.0152121 0.00594172 0.00645457 0.00193901 0.000495504 0.000494418 0.000304494 0.000282211 0.000811996 0.000278838 0.000354884 0.00037028
threshold=210.83037188440002 13.835323260100003 16.465384711100004 40.633548727200008 -0.059424999999999999 192.57902085675002 216.11743889730002 14.845346859150002 181.44667750215004 26.912781836550003 1.8675847688500002 34.694997775350011 192.41413881610001 88.151853639250007 93.399723909900004 89.256809930900019 14.545339849550002 36.010074051050005 -0.122165 124.10890780100002 40.750688432250008 122.61368745920002 13.112573650350003 13.051052998800001 93.57193670880001 41.770271989050009 228.57615118090004 15.285239689500001 86.565663342300013 21.876867948900003
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 6 -6 25 16 9 10 -9 12 -10 14 -14 -15 -1 -18 23 -20 21 -21 -13 -19 -4 -5 -27 28 -24 -30
right_child=1 -3 3 4 5 -7 -8 8 11 -11 -12 22 13 15 -16 -17 17 18 19 20 -22 -23 27 -25 -26 26 -28 -29 29 -31
leaf_value=1.9412694118891746e-06 0.00075920856956507819 -0.0030018170077620583 0.0027520864934470319 -0.00022236678369817471 0.00034332458272476595 -0.0061424770068652674 0.0021592175675663513 0.089241132744441606 -0.00069178132837872063 0.087784700835979182 -0.085371995023794833 -0.0027101963803267959 -0.080192197210732202 0.094308541203095217 0.049319052163276186 0.0049697527444291607 -0.0003862265238545139 0.097941901430821376 -0.10024786050989032 0.05172502296315129 -0.10020485192190612 -0.022413359835996356 -0.00052350563396630237 0.04931527695341148 0.00023772401810316269 -9.904506805058246e-05 -0.0049115846453792814 0.0026370162540976746 -7.4012818321279305e-05 0.0016191059177962101
leaf_weight=16.193282178874593 0.51764717980316166 0.52065229818612124 0.53341353796762447 5.5320209772000339 0.52543944640055851 0.54695703401314333 0.52462265986509926 0.001725673751648559 0.52257840292983537 0.013904857964405437 0.0034386843824405489 0.54914884431676014 0.014926401690900093 0.033206490339580341 0.032872747386818446 0.020808476442020662 0.503779770814892 0.0060454107794232215 0.019843532250920504 0.0071709734256728552 0.0073703060500593933 0.006943579594150151 3.5403445092810237 0.0031965801522346737 4.9622173719584062 1.0243003587017652 0.53304319705378578 0.51748014340682935 2.5722429824545543 2.5945826210599989
leaf_count=1646 347 82 107 106 160 85 102 25 47 19 32 86 36 30 39 36 18 57 97 9 59 37 112 7 243 94 63 16 135 102
internal_value=-7.55556e-07 -0.00112675 2.75202e-05 -0.000236112 -0.000690296 -0.00296464 -0.000369964 0.000165155 0.000615549 0.0566918 -0.0270249 0.000512711 0.00528166 0.0359414 0.00887614 0.0598921 -0.000114997 -0.0035309 -0.034858 -0.0607941 -0.0243544 0.015253 0.00020805 0.0811231 0.000481772 -0.000557127 -0.00174627 0.000381775 0.000247742 0.000776207
internal_weight=42.3852 1.0383 41.3469 14.182 8.68638 1.0724 7.61399 27.1649 10.4173 0.0190692 0.00516436 10.3982 0.624393 0.101814 0.0477991 0.054015 16.7476 0.55435 0.0505704 0.0413284 0.0214849 0.0141146 9.7738 0.00924199 5.49563 7.08936 1.55734 9.22465 8.70717 5.16683
internal_count=4034 429 3605 960 610 245 365 2645 715 76 57 639 188 141 75 66 1930 284 266 202 105 46 451 64 350 263 157 365 349 237
is_linear=0
shrinkage=0.1


Tree=502
num_leaves=31
num_cat=0
split_feature=5 23 12 17 18 18 8 15 22 15 16 20 23 20 21 21 22 23 23 17 22 21 21 9 20 22 6 19 20 16
split_gain=0.000164389 0.00050149 0.000349867 0.000334347 0.000536931 0.000298716 0.000225224 0.00015891 0.000608365 0.000330917 0.000210239 0.000589383 0.0027583 0.00228837 0.000518586 0.000193744 0.00360329 0.00579868 0.00428417 0.00232543 0.00218818 0.0010754 0.00227505 0.00084645 0.000765971 0.00870736 0.0069607 0.00616558 0.000503373 0.000540519
threshold=23.730745871350006 0.11082500000000002 63.174563425750001 199.03437346465003 13.3584252364 13.276755824150003 8.4434108459500017 41.492094664050008 -0.06828999999999999 42.493282152450007 22.674946976100003 32.724174661450007 0.088555000000000023 33.151194885250007 13.279159471700002 2.0976681454000006 -0.22403500000000001 0.093905000000000016 0.10828500000000003 203.92158861145001 -0.51146999999999998 2.2961539179000003 2.3223121640500004 209.03603029655002 38.400997490450003 -0.074999999999999997 14.815346158200002 13.851117550450002 37.038444968100009 19.644954061550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 6 -2 10 9 -9 11 12 -4 -13 -12 24 17 19 23 -17 -21 -18 -23 -19 28 -26 -27 -28 29 -15
right_child=1 -3 7 -5 -6 -7 -8 8 -10 -11 14 13 -14 15 -16 16 21 18 -20 20 -22 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.020338904644277102 -3.3285642499086859e-07 -0.0034964000714158522 0.070063441030550941 0.0021424284009262371 -0.0035149488393305447 0.0013471720468878322 -0.0025702276940481605 0.0015482818788320964 0.0036185102900754547 -0.00068424095183964879 -0.0035616525749951177 0.083784283170447268 -0.10006807254544875 -0.0034653411845592002 0.00089993379791816752 0.089179430155950548 0.033640774590895157 -0.087273676222865179 0.055648168178384264 -0.10005246970055454 0.094383929595208471 -0.10012068013526945 7.4947415631305576e-05 -0.017343887522880252 -0.00083832058692938751 -0.099850404055732644 0.050880035395288063 -0.062090215218247459 0.0027564899062207495 0.0002629745850630996
leaf_weight=0.008509242274150064 1.0111180247567646 0.52235327038800239 0.0015025529508524696 0.52855582653107669 0.51818615597955942 1.0143024524326021 0.51457480372863518 1.0274684197902395 0.59380323750383368 1.8765212020380202 0.53852534847249589 0.0032628909552901977 0.0026052910410001295 0.52236735241063348 0.50465762898966204 0.014279412158510918 0.0095436976365651516 0.0049907484168798533 0.0050549588036403748 0.0013675503175463177 0.001003530288357978 0.0022663458855757259 30.516225177086383 0.0026500100346318334 0.53959554443491153 0.016350127588730778 0.0087613725027040346 0.010769469361548545 0.53464893380374157 1.5213721862398868
leaf_count=21 488 39 87 61 105 23 97 23 74 57 79 11 48 166 5 188 12 36 31 62 6 24 1753 28 227 106 19 23 93 42
internal_value=-4.95641e-07 -0.000601552 6.40436e-05 -0.000179962 -0.000581348 1.71374e-05 -0.000867089 5.95343e-05 0.000702014 0.000105654 -5.11314e-06 3.81433e-05 -0.037838 4.27582e-05 -0.00140328 3.46529e-05 0.000111671 0.0351356 -0.0157709 0.073951 -0.0177597 7.80024e-05 6.75067e-05 -0.0630202 -0.00071156 -0.00401028 -0.0517117 -0.0114127 2.46881e-05 -0.00068996
internal_weight=42.3772 4.10909 38.2681 3.58674 3.05818 2.54 1.52569 38.2596 3.49779 2.90399 34.7618 33.7186 0.00410784 33.7145 1.04318 33.7112 30.5574 0.0293462 0.0126957 0.0166505 0.00237108 30.528 30.5185 0.00764076 3.15386 0.575477 0.035881 0.0195308 2.57839 2.04374
internal_count=4034 813 3221 774 713 608 585 3200 154 80 3046 2962 135 2827 84 2816 2140 351 95 256 68 1789 1777 64 676 375 148 42 301 208
is_linear=0
shrinkage=0.1


Tree=503
num_leaves=31
num_cat=0
split_feature=15 21 23 6 20 23 4 20 10 18 21 20 23 23 9 6 14 22 0 15 22 21 6 0 2 14 22 22 17 22
split_gain=0.00016392 0.000556176 0.000137786 0.000421831 0.000115238 0.00980405 0.0092867 0.00522484 0.00157848 0.000706951 0.00281219 0.00275262 0.000393905 0.000302383 0.00345642 0.00248645 0.000185849 0.00057548 0.00405051 0.0026156 0.00319031 0.00218518 0.00253407 0.00147661 0.000445521 0.000512053 0.00332 0.00126999 0.000202627 0.00267224
threshold=46.435439118750004 15.285239689500001 0.41214500000000009 15.155354102400002 43.631818398850008 0.083495000000000028 217.14278782465001 44.169240047700008 64.665483411650015 13.743122984900001 4.797392351550001 48.86568841230001 0.092835000000000015 -0.50325999999999993 179.18874144770004 17.180401417350001 128.57956104760004 -0.50001499999999999 87.009258933850006 33.005488016050009 -0.58559499999999998 3.9632429946000003 13.835323260100003 98.142164052000012 41.467794892200004 143.06733454090002 -0.45120499999999997 -0.43644499999999997 210.83037188440002 -0.22403500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 -6 7 12 -9 -8 -11 -12 -7 -1 15 -15 -16 18 -18 20 21 22 23 -20 -19 -26 -27 -28 29 -29
right_child=1 -3 3 -5 5 6 9 8 -10 10 11 -13 -14 14 16 -17 17 24 19 -21 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=0.040838269248918257 -0.0036287849997737789 0.00036644391642879525 -0.00031545474543392873 0.0023083273680032752 -0.00079051532235527083 -0.10010458101435636 0.097123070163181058 0.10005125022944619 -0.044839217056340828 0.098685932053048792 -0.10005091704507407 0.092423052750118806 -0.036754375879451205 -0.1001400342263522 -0.022806452429489924 0.057764059021963722 -0.100223213687053 0.02827913104500266 0.10001865666213516 0.096267917711578083 -0.10003669349108227 0.067501225672572843 -0.077489155950478658 -0.024060336109167274 -0.032936082309427211 0.080179681751851917 -0.07068496182439428 0.047328206671886752 -0.0019606193057280195 -9.5536617028068208e-06
leaf_weight=0.0018095747321983371 0.53215952023451407 1.0092943833985542 1.5076525134666021 1.0323055337794356 1.0142988507002813 0.0048578608567196035 0.015962759230333745 0.002827190219250042 0.0010243200909618722 0.0068152746921050777 0.0017241889591768089 0.0013057054964714376 0.0012300364412567433 0.0055246623921231244 0.0035814726179513858 0.0012168730480888179 0.0045568364716900281 0.0055639467318603355 0.0019023832282982767 0.0026890512992849827 0.0031689639151437641 0.0045459969642109854 0.0038341997102406822 0.001934317669048724 0.0047254939909099338 0.0051615013735489814 0.0025435991628900414 0.01192893130781314 0.53158876340984917 36.643433838019241
leaf_count=89 129 19 51 35 670 89 21 4 71 11 55 26 8 572 18 146 32 5 4 6 60 39 18 52 15 9 8 41 235 1496
internal_value=-5.50162e-07 -0.00101284 3.7667e-05 0.000750919 -9.64674e-06 0.00102349 0.0524941 -0.0296365 0.0615172 0.0841251 0.0630504 -0.017106 -0.0873049 -3.87779e-05 -4.07643e-05 -0.0716377 -2.78001e-05 -2.56087e-05 -0.0159669 0.00527481 -0.0106284 0.0125633 -0.0199944 0.0374628 -1.59116e-05 -2.01437e-05 -1.59618e-05 -2.70921e-05 -2.22591e-05 5.85169e-06
internal_weight=42.3712 1.54145 40.8297 2.53996 38.2898 1.05005 0.0357473 0.00993941 0.00385151 0.0258079 0.00984517 0.00302989 0.0060879 37.2397 37.2379 0.00674154 37.2312 37.2276 0.0226317 0.0180749 0.0153859 0.0122169 0.0076709 0.0038367 37.2049 37.1994 37.1947 37.1895 37.187 36.6554
internal_count=4034 148 3886 86 3800 955 285 172 75 113 92 81 97 2845 2756 718 2038 2020 211 179 173 113 74 56 1809 1804 1789 1780 1772 1537
is_linear=0
shrinkage=0.1


Tree=504
num_leaves=31
num_cat=0
split_feature=15 21 22 14 21 14 4 15 5 19 15 12 9 8 18 15 15 18 14 23 20 20 19 7 3 23 19 0 22 19
split_gain=0.000132706 0.000449267 0.000136475 0.00405612 0.0114493 0.00428478 0.00253974 0.000581994 0.000380987 0.000830976 0.000381022 0.000288736 0.0118945 0.00296368 0.000648295 0.000552852 0.000322864 0.00150023 0.000450818 0.000366155 0.000334422 0.000964451 0.000284816 0.000371621 0.000248058 0.000246852 0.000234447 0.000407151 0.000235038 0.000514928
threshold=46.435439118750004 15.285239689500001 -0.037054999999999998 159.83069436635003 3.9632429946000003 162.62753922915002 137.02556730370003 41.800301886400014 22.327062271350005 14.551174033150001 38.483556206400003 241.11057232950003 198.74336288960004 8.1436447804000007 11.928667296000002 25.393716165150003 43.890399822900008 12.551858988050002 143.06733454090002 -0.50325999999999993 33.151194885250007 33.41579758040001 14.351157895250003 23.514778597300005 79.47351079420001 0.10157500000000001 14.551174033150001 86.83719761350001 -0.053159999999999992 12.651020723000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -1 8 9 10 22 14 13 15 -8 -13 17 25 -19 -20 -21 -22 23 -7 -23 -16 28 -28 -26 -30
right_child=1 -3 3 5 -6 7 11 -9 -10 -11 -12 12 -14 -15 16 -17 -18 18 19 20 21 24 -24 -25 26 -27 27 -29 29 -31
leaf_value=0.055811369515108379 -0.0032585112725548172 0.00032988347356276745 -0.038949613504534283 -0.063183787517205867 0.09196302912578054 -0.0026198853955307915 0.057827059635536582 0.0034669722532266012 -0.0024184584864068602 0.0041354707858055539 -0.0025860755336240392 0.029474529195322504 -0.00045628849705042134 0.10014332393306564 -0.1000684168177598 -0.071776383262275464 -0.0015713609609442165 -0.036904418497346173 0.046808493737484552 -0.04990488400999285 0.086871272147419909 -0.0022262874935042283 0.0014588753437745029 0.00014142163139719318 0.0001911631862451848 -0.037620927548016131 -0.0034432067820357975 -3.153248026950532e-05 0.00036096603658826096 -0.0020690590131893414
leaf_weight=0.008123881788022369 0.53330517761484131 1.0090481507774312 0.011284751533721216 0.010651025661558289 0.01637428783608641 0.51495968188251851 0.0019281107349574658 0.54532733882223361 0.56040106235005893 0.52618325202729543 0.51513202484261533 0.0010033178774970777 0.53998625536942324 0.014925059637448612 0.0015994856895201739 0.0011659848824091545 1.5301205348835072 0.0033218787939465191 0.0016665547602546784 0.0013462814380912338 0.0012760641604420133 0.52145771172743494 1.538719771095203 9.1015173506814708 19.760098872214112 0.0010475977989017338 0.53585728324160342 1.0074489311373325 2.0114682938247017 1.5393690151989856
leaf_count=34 129 19 33 19 23 111 69 76 204 26 37 294 256 7 75 63 49 7 46 71 10 447 27 625 1133 12 69 17 11 35
internal_value=-3.45557e-07 -0.000910889 3.40555e-05 0.000296488 0.0385513 0.000217009 -9.33311e-05 0.000267774 0.000131016 0.000248158 7.28896e-05 -0.000109861 0.00214356 0.0842691 -0.000156497 -0.0249471 -0.00016065 -7.56207e-05 -6.77703e-05 -6.29489e-05 -6.60269e-05 -6.33829e-05 0.000195677 -6.4456e-06 -6.77546e-05 -0.0753545 -2.24672e-05 -0.00121611 5.65584e-05 -0.000692505
internal_weight=42.3661 1.54235 40.8238 13.3406 0.027659 13.3129 27.4832 13.3022 12.7569 12.1965 11.6703 27.4751 0.557081 0.0170944 26.918 0.0021693 26.9161 25.386 25.3833 25.38 25.3783 25.377 11.1552 9.61648 25.3757 0.00264708 24.8542 1.54331 23.3109 3.55084
internal_count=4034 148 3886 1181 56 1125 2705 1106 1030 826 800 2671 620 364 2051 357 1982 1933 1846 1839 1793 1722 763 736 1712 87 1265 86 1179 46
is_linear=0
shrinkage=0.1


Tree=505
num_leaves=31
num_cat=0
split_feature=3 20 22 13 22 22 9 13 21 0 9 2 15 5 22 5 17 6 12 15 23 17 6 20 18 6 16 3 3 22
split_gain=0.000118171 0.00171992 0.0178837 0.0038081 0.00782229 0.00527846 0.00265506 0.00263212 0.00145572 0.00116651 0.000467583 0.000387347 0.00038413 0.00026207 0.000329781 0.000257611 0.000283297 0.000710227 0.000357793 0.000252301 0.00122313 0.00228777 0.000563796 0.000646296 0.000754742 0.00061342 0.00516544 0.0110688 0.00895041 0.0156897
threshold=93.281431752200021 41.942745071500006 -0.071864999999999998 117.56896250265002 -0.076484999999999984 -0.11572 187.11236276785004 117.45067034490002 20.770927814650005 81.446839061900008 66.346857137250012 89.452622090600016 34.884393272300009 24.458659404000002 -0.08786999999999999 20.971847224900007 192.20712075930001 16.515385879350003 149.58082149560002 37.050691080100002 0.097450000000000023 188.95754880325003 16.455384477450004 40.636252116050009 13.077716774800001 14.845346859150002 20.704951582800003 88.931506497100017 86.272621406050021 -0.079634999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 12 3 4 5 7 8 9 -4 10 -3 -7 -2 15 -15 -14 18 -18 -17 22 -21 -22 25 -24 -25 -1 27 28 29 -27
right_child=1 2 6 -5 -6 11 -8 -9 -10 -11 -12 -13 13 14 -16 16 17 -19 -20 20 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-8.0428537695104475e-05 0.0026498837895474053 0.048574346523215212 -0.059455337931132925 -3.3463475439114383e-05 0.10011514259508383 -0.062548859977655247 -0.10025643631276385 -0.10016651061682878 0.096336015725216634 0.097147750909613875 -0.043422820061162916 -0.10021847390755075 -0.0014431371763949051 0.00018225125825984862 -0.003401876399036385 0.00096191741514128871 0.0043846435366142814 -0.00084150456596831136 -0.00057014741305809371 0.00012089265030576259 -0.0012213578541498758 0.0079283477010273756 -0.00018281454700277573 -0.00064400633213230801 -0.0060778502843354069 -0.039965979795875406 0.00033362460326032128 0.076901206445888839 -0.026126317776999017 0.074725934286838505
leaf_weight=17.743461273213327 0.52427669245106301 0.0010176384462283741 0.0013467233784064661 0.52157745654123389 0.0034737775567919007 0.0034983903733518664 0.022015245266135963 0.0014905993376714832 0.0010813907582480908 0.0026119246259206363 0.0012086335654084568 0.012423562093488272 1.016285493678877 0.5051381389157541 0.52201589093885903 2.4467950173002464 0.52278301040496422 0.51738902504348516 4.0431724497611867 8.6299361322925829 0.51178611861541756 0.58637604284490408 1.519521991915098 0.49785123020410516 0.52534305756034883 0.018466334121398975 1.552435449580116 0.027939005092889602 0.046795825786830392 0.033684444155368531
leaf_count=2134 365 29 103 124 1 24 78 5 7 66 71 53 13 24 40 43 18 31 54 255 13 77 44 2 51 43 128 24 75 39
internal_value=1.352e-08 -0.00028784 -0.00562356 -0.00188595 -0.039446 -0.0612342 -0.0893111 0.0160194 0.00992827 0.0518151 -0.00137052 -0.0919417 1.42707e-05 -0.000130063 -0.00163926 5.13201e-05 0.000253016 0.00178512 7.45927e-06 9.69191e-05 0.000520884 0.00366423 -9.0847e-05 -0.00149107 -0.00343393 9.24619e-05 0.0019192 0.0213185 0.00562398 0.0341141
internal_weight=42.3632 10.6696 0.571745 0.547302 0.0257245 0.0222507 0.0244434 0.0063288 0.00242811 0.0048382 0.00222627 0.015922 10.0979 9.57358 1.02715 8.54642 7.53014 1.04017 6.48997 31.6936 9.7281 1.09816 21.9655 2.54272 1.02319 19.4228 1.67932 0.126886 0.0989466 0.0521508
internal_count=4034 1149 561 373 249 248 188 171 110 166 100 77 588 223 64 159 146 49 97 2885 345 90 2540 97 53 2443 309 181 157 82
is_linear=0
shrinkage=0.1


Tree=506
num_leaves=31
num_cat=0
split_feature=19 22 5 20 23 23 23 6 8 6 15 17 19 15 23 20 16 15 14 7 20 18 7 20 17 4 4 23 6 22
split_gain=0.000113585 0.000458853 0.000169197 0.000542122 0.00241647 0.000530221 0.000610134 0.00971328 0.0030772 0.000306288 0.000176448 0.000540401 0.000273041 0.000175624 0.00128354 0.000538571 0.00057329 0.000518969 0.00082989 0.00328151 0.00250031 0.00339399 0.0020479 0.000988105 0.000651222 0.00055933 0.0005592 0.000822943 0.00202735 0.00081045
threshold=14.651182102100002 -0.086139999999999994 23.730745871350006 32.724174661450007 0.088555000000000023 0.11082500000000002 0.092260000000000023 16.495385412050002 8.1436447804000007 16.485385178400005 41.492094664050008 192.77618096940003 14.351157895250003 39.883592142850006 -0.41441 41.178189531300006 22.604947139800004 38.884669609800007 121.25703220415001 22.061824394000002 33.151194885250007 12.844794714750002 21.147833206800005 33.96174662340001 179.56144807225004 127.35214607660002 137.02556730370003 -0.24947 14.865347326450001 -0.30094499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 8 -4 -8 13 12 -12 14 -5 -15 -17 18 -16 22 -21 -22 24 -23 -20 -25 -27 28 -28 -29
right_child=1 -3 5 10 -6 -7 9 -9 -10 -11 11 -13 -14 15 17 16 -18 -19 19 20 21 23 -24 25 -26 26 27 29 -30 -31
leaf_value=0.06624121680670482 -0.0011075844780035593 0.0030886262485108379 0.037371870655488422 -0.10002483302551562 -0.10006321274715091 -0.0036304074421264544 0.0017998134506588531 -0.00096664107429577728 -0.10014089682222863 -0.00043773389345848834 0.0014967725411404041 0.0035963928442045521 -0.00052624800134268724 -0.0026182476825830359 0.08750591408696734 -0.0017376563510490062 0.0013192670912146954 0.0022290836341878439 -0.041215135707259466 0.093693931794028601 0.086584743559259464 -0.050990121439122141 -0.097155206931161656 -0.066520038502834472 0.063128428263942563 0.033627267491654476 -0.064094390224393546 -0.01927288850358928 0.10002187806650825 -2.0815642207841319e-05
leaf_weight=0.0013932172962514621 0.5113715259586229 0.53137597999120945 0.0018599059439287089 0.0012815999921603751 0.0023432037054734248 0.52130503633424741 1.022041900637306 0.51377461864322838 0.013012285090761466 1.5239747578871208 1.024587332998635 0.54945237451784112 1.9124290554445904 1.0324371630247235 0.0010831340624005694 1.026815672566386 1.524056629515975 1.0579802149568411 0.0011451369609961626 0.0028472652609917706 0.004524411753663026 0.0038048679872159088 0.0056033659236161548 0.0012650026619692714 0.0012521739980530522 0.004937412362781112 0.0010971849081390364 0.021882298995509752 0.0023974204086698592 29.53106246092624
leaf_count=87 22 55 73 37 48 38 34 497 88 51 21 87 35 41 8 44 34 62 125 7 14 32 85 2 18 4 82 260 5 2038
internal_value=1.20337e-08 0.00103077 -2.60054e-05 3.64842e-05 -0.0380525 -0.000681416 -0.000181418 -0.00327286 -0.0829436 0.00046048 4.02579e-05 0.000717978 0.000179489 -2.87798e-05 4.86841e-05 -0.000691202 8.87481e-05 5.28699e-05 -2.49586e-05 -2.81635e-05 -1.08401e-05 -1.98625e-05 -0.0640628 -3.31152e-05 0.0132861 -2.65568e-05 -2.37114e-05 -2.93328e-05 0.0484951 -3.50707e-05
internal_weight=42.3544 1.04275 41.3116 37.7157 0.00373642 3.59597 3.07466 0.528647 0.0148722 2.54602 37.7119 3.48647 2.93702 34.2255 30.6422 3.58331 2.55087 30.6409 29.5829 29.5818 29.5738 29.571 0.00800068 29.5664 0.00239731 29.5626 29.5614 29.5564 0.00349461 29.5529
internal_count=4034 77 3957 3176 135 781 743 658 161 85 3041 143 56 2898 2779 119 78 2742 2680 2672 2444 2437 228 2423 143 2391 2389 2385 87 2298
is_linear=0
shrinkage=0.1


Tree=507
num_leaves=31
num_cat=0
split_feature=23 6 3 20 15 7 6 20 20 9 13 21 22 22 22 13 15 4 4 22 20 22 0 13 5 17 6 5 23 22
split_gain=0.000135754 0.000399995 0.000156459 0.000544416 0.0175067 0.00118506 0.000936022 0.00701024 0.00352916 0.00350792 0.00106338 0.000325209 0.00632934 0.0101962 0.00529841 0.000263401 0.00023018 0.000859408 0.00041139 0.0014043 0.00592696 0.00625708 0.00376157 0.00295624 0.00194009 0.00180893 0.00137161 0.000808518 0.000435756 0.000795424
threshold=0.41214500000000009 15.155354102400002 93.499196860750018 41.674196414850009 40.94720173475001 22.575645983950004 16.525386113000007 42.456897412850005 43.487767439550005 194.56033515110002 116.60649449195002 14.70115454445 -0.092710000000000001 -0.053159999999999992 -0.018034999999999999 117.51519334005 45.169600924000008 127.35214607660002 142.34057910165004 -0.22094499999999997 39.110279783550006 -0.50001499999999999 87.009258933850006 104.08096806215002 14.285627908 186.38090997870003 13.435313913950003 13.629286330650002 -0.50325999999999993 -0.15076499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 11 15 6 -6 7 -5 -9 10 -10 16 -13 -14 -15 -4 17 -1 -19 20 25 22 -22 24 27 -20 -27 -24 -21 -30
right_child=1 -3 3 4 5 -7 -8 8 9 -11 -12 12 13 14 -16 -17 -18 18 19 28 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.08090662772571057 -0.00032948037883463949 0.0022260589827076977 0.0019634473179190011 0.053389648494213154 -0.043387449133388045 -0.10031585564667073 0.0010988555756081299 -0.10024083680022702 0.014111532497113298 0.093449821394725519 -0.10004368040069725 -0.00083805370049694979 0.07283373443870457 -0.10012400995371554 0.016423373856082106 -0.00040093737183307738 -0.0020570972036840812 0.024445349979024714 0.050158219602824738 0.054183856615110694 -0.1002574574301246 0.09302604503330153 -0.027994854425890583 0.05556888737140369 -0.10004046661998403 0.015433282614729316 -0.099588312850432792 0.085868516775824119 -0.048382368985668028 1.7859706432544931e-05
leaf_weight=0.0013115364017676203 1.5074550458251601 1.0316234784586411 0.51133391800509098 0.0084773685263993537 0.0045644205679167263 0.018385782727929012 0.51087381495088446 0.0089550113554430766 0.0012174242630469409 0.0023718783995718695 0.0024748278351580666 0.5003632758526475 0.029890002378627045 0.0059444262141496998 0.011345515836832187 5.9991291738876811 0.53202062901550462 0.0069074808998291761 0.0013204676860709974 0.0014850016762605325 0.0030443457653746 0.012685237868796079 0.00138405007239606 0.0093196329248712573 0.0025820733536159324 0.0012788351672550768 0.0054765381512424938 0.0011350511954333342 0.0033958640107901719 31.611836832551443
leaf_count=5 51 36 236 18 34 123 239 29 98 5 24 136 41 12 48 231 61 11 60 16 2 94 93 35 27 69 35 10 232 1923
internal_value=-1.1324e-07 0.000708831 -4.53291e-05 -0.000472023 -0.00347172 -0.0889937 0.000201289 -0.0193141 -0.0603508 -0.00144449 -0.062404 4.67764e-05 0.00246341 0.0374768 -0.0236466 -0.000215238 5.67677e-06 4.03365e-05 4.36896e-05 3.83649e-05 0.0191936 0.0395725 0.000748366 0.0220715 -0.0391269 -0.0568895 -0.077814 0.0233095 1.52053e-05 1.26609e-05
internal_weight=42.3496 2.53908 39.8105 7.06778 0.557321 0.0229502 0.53437 0.0234965 0.0150191 0.00606413 0.00369225 32.7427 0.547543 0.0471799 0.0172899 6.51046 32.1952 31.6632 31.6619 31.6549 0.0382262 0.0301504 0.0174652 0.0144208 0.00510117 0.00807584 0.00675537 0.0025191 31.6167 31.6152
internal_count=4034 87 3947 1037 570 157 413 174 156 127 122 2910 237 101 60 467 2673 2612 2607 2596 425 261 167 165 130 164 104 103 2171 2155
is_linear=0
shrinkage=0.1


Tree=508
num_leaves=31
num_cat=0
split_feature=19 22 23 4 9 5 21 5 21 8 23 8 22 21 20 20 20 6 14 9 15 20 22 15 16 21 21 22 23 10
split_gain=0.000112125 0.000412748 0.000165661 0.000197173 0.00209296 0.000147119 0.000492275 0.0123067 0.00168431 0.000121146 0.000618788 0.000162588 0.000239394 0.000206967 0.000876915 0.00152049 0.00129882 0.00066339 0.000628573 0.00236693 0.00264029 0.000965852 0.000168801 0.00138369 0.000462636 0.000277015 0.000185214 0.000997706 0.00124738 0.000390178
threshold=14.651182102100002 -0.086139999999999994 -0.55648999999999993 137.02556730370003 195.41812862360004 24.453399453300005 15.531785880150002 25.568932055400001 2.9212203061500004 8.8430989333000021 -0.27628999999999998 8.7431769115000026 -0.074349999999999986 14.894616075700002 32.724174661450007 33.151194885250007 30.898337621250004 16.485385178400005 143.06733454090002 177.77223095870002 32.393814985100008 47.709122305950011 -0.117885 16.701947052500003 12.504970757900002 5.3866163921000005 10.109275982950003 -0.075639999999999999 0.085235000000000019 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=2 -2 -1 4 -4 9 7 8 -7 10 -5 13 -13 14 16 -16 -12 -15 -17 20 21 -20 25 24 -24 -21 29 28 -28 -25
right_child=1 -3 3 5 -6 6 -8 -9 -10 -11 11 12 -14 17 15 18 -18 -19 19 22 -22 -23 23 26 -26 -27 27 -29 -30 -31
leaf_value=0.029706578774373528 -0.0010029623917743285 0.0029774930899376601 0.056078679525288513 -0.060187828750613494 -0.03319659364520882 -0.01522027227438495 0.0010263534055307024 -0.00055414458091208169 -0.10023277375799294 -0.0014982374663263152 0.036339741396852969 -5.8621757254799055e-06 0.0019711125913444614 0.0010872665831884142 0.072221512998662543 -0.046354488186926987 -0.1000579604435389 -0.003935815333259921 -0.10000648640037108 0.00028058829953049889 0.09983952926842847 0.024682320233734414 -0.10002027826556228 -0.0013866784258236408 -0.015538894160006499 0.0026917124682828823 -0.00038204267110048234 -0.00013606741930011402 0.006487809588087686 -6.4789292650647279e-05
leaf_weight=0.0018738305874411712 0.51158039102674024 0.53080282099594345 0.0055260803909494838 0.0017069656493892129 0.0050039005222970445 0.0027793087609073721 0.50752457519476946 0.51726007670688912 0.014433328336162177 0.53300518484733217 0.0010633661278645476 1.5101031621716177 1.0304700103242783 0.5280717701185782 0.0029159781695956557 0.0029240466028700443 0.0020325717569567719 0.52363929619059491 0.0010354540069962273 3.5377635365580717 0.0048589687376079382 0.0015529437158772197 0.0018242361741006565 2.4738617740051998 0.0010055012535303831 0.55067161481250249 0.5051070049513553 5.55045408718735 0.55440119716115532 22.926013670793139
leaf_count=66 22 55 26 50 15 38 24 449 72 98 84 30 25 223 12 5 41 24 488 331 4 204 165 89 8 165 24 113 73 1011
internal_value=-3.26666e-07 0.00102397 -2.61798e-05 -2.75289e-05 0.0136546 -3.10185e-05 -0.00120416 -0.00332221 -0.0865059 -6.43903e-07 1.94567e-05 2.20448e-05 0.000796009 -3.08569e-05 9.41002e-06 1.39722e-05 -0.0532093 -0.00141369 8.14152e-06 1.18959e-05 0.0563817 -0.0251978 2.67298e-07 -7.70087e-05 -0.0700012 0.000605343 -7.08273e-05 0.000400704 0.0032127 -0.000193537
internal_weight=42.3413 1.04238 41.2989 41.297 0.01053 41.2865 1.042 0.534473 0.0172126 40.2445 39.7115 39.7098 2.54057 37.1692 36.1175 36.1144 0.00309594 1.05171 36.1115 36.1085 0.00744737 0.0025884 36.1011 32.0127 0.00282974 4.08844 32.0098 6.60996 1.05951 25.3999
internal_count=4034 77 3957 3891 41 3850 583 559 110 3267 3169 3119 55 3064 2817 2692 125 247 2680 2675 696 692 1979 1483 173 496 1310 210 97 1100
is_linear=0
shrinkage=0.1


Tree=509
num_leaves=31
num_cat=0
split_feature=15 4 19 3 16 16 18 3 18 6 22 7 18 4 23 9 22 23 0 20 21 4 23 10 14 22 23 17 14 9
split_gain=0.000109871 0.00040909 0.000259656 0.000191904 0.000118554 0.000479684 0.000885452 0.00145192 0.000447714 0.00994556 0.00860599 0.00563533 0.00189077 0.00122263 0.00098859 0.000350231 0.000336414 0.000311532 0.00061373 0.000305117 0.000468982 0.00076368 0.000263642 0.00023115 0.000219573 0.000175478 0.000171028 0.000781301 0.0132973 0.00425226
threshold=46.435439118750004 346.42057500560003 14.651182102100002 92.913112988300014 22.624947093000003 22.604947139800004 13.531614672700002 93.794927255050013 13.303774303900001 16.425383776450001 0.15607500000000005 22.381996090050006 12.551858988050002 137.02556730370003 0.049900000000000007 195.41812862360004 -0.093879999999999991 0.093325000000000033 86.256490657300006 40.206947806850003 12.706368345750002 158.55438663830003 -0.27628999999999998 64.307918480350011 143.06733454090002 -0.074349999999999986 0.094725000000000018 199.59317753375004 271.76753865565007 207.46043187945003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 5 8 7 -7 9 15 11 12 14 -10 -11 -1 -6 19 25 -18 21 -21 -15 -14 -24 -19 -26 -28 29 -29
right_child=1 3 -4 -5 16 6 -8 -9 13 10 -12 -13 23 22 -16 -17 17 18 -20 20 -22 -23 24 -25 26 -27 27 28 -30 -31
leaf_value=0.0018318246949662572 -0.0031190705523814104 0.0017058385992383001 0.0022151397740915635 -0.0010361592028159581 -0.002162214368167349 -0.0072714284698086528 0.00013469756607997519 0.00019592316537761587 0.055549232690543897 -0.02337049762389613 -0.10020738974205071 0.077501293697312248 -0.041897634671170025 -0.04491950958530963 0.083006653436290781 -0.0018438901912241684 0.0020808209417592389 0.00069276664106662951 0.0022811696111847642 0.00047210330286390727 0.00012510676532832179 -0.0049325930523533056 -0.030531434248619361 -0.10013495375616371 5.6122516120332212e-05 -0.00066718538744256158 -0.00013906561415133524 -0.085581163858102258 0.00037181346439362569 -0.022575146374296116
leaf_weight=0.52781080328496377 0.51791489441225635 0.50920017344651547 0.53707485161977686 0.51176982588058451 0.53694494551495964 0.53766276578244221 1.5085557126751039 0.50489409621695813 0.0039526425243810994 0.0018573908116999984 0.0035891270405201672 0.034392695519585459 0.0010205500521713873 0.0013107193485443194 0.0016494018207673378 0.50940230808919296 0.51250477066787237 2.373779849876883 2.0503639781236416 0.50398584621689202 3.0125789737066953 0.54323731539113851 0.0023660327423929975 0.0020516822982017402 20.83189592228215 1.5805459214680011 4.1206986644368566 0.023896633627949027 0.5108792180766748 0.01941384533454027
leaf_count=194 80 16 67 52 86 30 37 18 5 246 16 36 134 54 50 13 15 16 32 26 27 99 3 23 2070 51 309 66 106 57
internal_value=-4.0468e-07 -0.00082987 3.08822e-05 0.000331389 1.74475e-06 -0.000104217 -0.00141407 -0.00365511 2.14248e-05 0.002014 0.0482738 0.0612808 -0.0235142 -6.30576e-05 0.0266634 2.65856e-05 0.000279638 0.0004036 0.000877179 -0.000218338 -0.000508582 -0.00233153 -7.16743e-05 -0.0807894 -6.93699e-05 0.000149193 -6.65442e-05 -0.000613163 -0.00413833 -0.0573388
internal_weight=42.3372 1.53888 40.7983 1.02097 40.2612 29.1473 2.55111 1.04256 26.5962 1.08177 0.0445608 0.0409717 0.00657902 25.5144 0.00350679 1.03721 11.1139 10.577 6.00469 4.57231 4.0598 1.04722 25.5105 0.00307223 25.5092 3.95433 25.5068 4.67489 0.55419 0.0433105
internal_count=4034 148 3886 68 3819 3467 85 48 3382 712 505 489 453 2670 296 207 352 266 99 167 152 125 2665 157 2611 67 2608 538 229 123
is_linear=0
shrinkage=0.1


Tree=510
num_leaves=31
num_cat=0
split_feature=4 21 19 14 17 23 20 10 0 7 15 18 12 5 23 8 10 15 17 0 23 22 0 7 22 22 20 6 5 12
split_gain=0.000113774 0.000835542 0.00689794 0.00166216 0.000647403 0.000442305 0.000294981 0.00445498 0.00961088 0.00152926 0.000265653 0.00890774 0.00430905 0.00286456 0.00255573 0.001108 0.000363452 0.000291678 0.000362638 0.000594061 0.000231731 0.000185806 0.000680681 0.000342541 0.000343387 0.000185493 0.000465681 0.000354675 0.00129298 0.0142332
threshold=244.52697497700004 1.0000000180025095e-35 13.451085274650001 274.43194657740008 192.61429575720004 0.41214500000000009 43.752965619700007 70.389210771400016 86.89903215050002 19.078733418100004 25.621990087700002 16.869810935650005 220.32442807690003 13.264960807550002 0.084090000000000012 8.4434108459500017 75.408562100950022 33.423812040500003 201.71342726775001 86.756543869550015 0.093735000000000027 0.0041150000000000015 86.479632682150012 22.977992916200005 -0.023719999999999998 -0.101395 42.899217095850013 16.455384477450004 17.505247228350004 139.45036571045003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 25 10 8 9 -8 11 12 13 14 -3 -14 17 -12 21 -20 -15 23 -23 -19 -25 27 -27 28 -1 -30
right_child=1 6 3 -5 -6 -7 7 -9 -10 -11 16 -13 15 20 -16 -17 -18 18 19 -21 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.0003050577746740587 -0.018262643444079279 0.091894875057800585 0.099132838292153552 0.022748144614380947 -0.10010342235467246 0.0030076692662953388 0.01980972940951841 0.00029070527320023174 0.090875093437544491 -0.10014071184031491 -0.0026298399401542766 0.00042585216604262247 -0.018426365221632202 -0.10019658854307496 -0.10005161743857643 0.084876542381155745 0.0023901165167098852 -0.0029813637317742184 -0.0009249994701828019 0.0038090535062559787 -0.077033963024191479 0.0035851873012298836 -0.00084740075167252056 -0.00021449318607191421 -0.0021306957227179898 4.3720222838236011e-05 -0.0029656394989280577 -0.00029009851921069687 0.054052539295352253 0.00051543840614152558
leaf_weight=1.0144447581844118 0.001332817865896104 0.001732667699046119 0.0062981118658171908 0.0052015963929177289 0.0035175228551491827 0.5252474432463704 0.0014738409114225517 0.50186990186117708 0.014465508718146225 0.0038116180477765216 0.52142366213247449 0.50840760798453999 0.002063932830028258 0.012060275980861679 0.0011567988873792956 0.0020893566324957646 0.5171090420165293 0.52628227975536468 0.50556968635209532 0.5572324771350452 0.0067292399724152565 0.52892868284739236 1.0041343825385523 11.130824739466799 1.0209732787820254 20.771641739323922 0.5272626539248958 1.5340481344618675 0.054906387997629147 0.51956336339760156
leaf_count=278 113 33 12 35 109 36 52 348 57 45 88 337 55 56 45 5 68 74 16 138 28 43 28 245 37 831 253 288 221 60
internal_value=-3.51204e-07 -0.000196739 0.0223987 0.0645822 -0.0776145 0.000136504 -0.00021801 0.00212405 0.0487091 -0.0666927 -0.000290527 -0.0024848 -0.0597697 -0.0776464 0.015049 0.0335413 -0.000218663 -0.000304069 -0.000224672 0.00155709 -0.0919012 -0.000357924 0.000681906 -0.000483662 -0.000375489 7.47532e-05 -3.07776e-05 0.000794484 0.00184161 0.00563238
internal_weight=42.3318 17.3847 0.01635 0.0114997 0.00485034 24.9471 17.3683 0.521621 0.019751 0.00528546 16.8467 0.53424 0.0258323 0.021679 0.00288947 0.00415329 16.3125 15.7954 15.2739 1.0628 0.0187895 14.2111 1.53306 12.6781 12.1518 24.4219 21.2989 3.12296 1.58891 0.57447
internal_count=4034 2067 269 47 222 1967 1798 502 154 97 1296 559 222 162 78 60 737 669 581 154 84 427 71 356 282 1931 1084 847 559 281
is_linear=0
shrinkage=0.1


Tree=511
num_leaves=31
num_cat=0
split_feature=15 7 19 23 22 17 22 4 4 20 23 20 12 20 12 22 16 6 18 22 6 21 6 5 21 9 22 9 2 9
split_gain=0.00010851 0.00039879 0.000207811 0.000164892 0.000108006 0.00039109 0.000286641 0.00108072 0.000126913 0.00217615 0.00110606 0.000638377 0.000368833 0.000363373 0.000283698 0.000456899 0.000431751 0.000254681 0.000435988 0.00146862 0.000381841 0.000252394 0.00102489 0.000208906 0.000231197 0.000539315 0.000467267 0.000280391 0.000404318 0.000337903
threshold=46.435439118750004 23.514778597300005 14.651182102100002 0.092260000000000023 0.22598000000000004 164.98791775435004 0.12427500000000002 137.02556730370003 244.52697497700004 33.41579758040001 -0.27453499999999997 32.724174661450007 174.18091207835002 43.752965619700007 182.87454670205003 0.070580000000000018 22.674946976100003 14.135330269750002 13.777522434500002 -0.083954999999999988 13.200308423050002 2.0008954101500005 14.745344522600002 22.649179082500002 6.7825386038500008 188.96048214565005 -0.08854999999999999 203.06170522940002 84.740378741850009 195.30595290385003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 6 -6 7 -1 9 11 -11 -9 21 14 15 -10 17 20 -19 -20 -16 22 -12 24 25 -23 -26 29 -29 -27
right_child=1 3 -4 -5 5 -7 -8 8 13 10 12 -13 -14 -15 16 -17 -18 18 19 -21 -22 23 -24 -25 26 27 -28 28 -30 -31
leaf_value=0.037539276272992306 -0.0030847587282300261 -0.00095738415040814246 0.0019865392320127821 0.0015846102732423571 0.0003429233685168915 -0.0030138300973888781 0.0022260106994506732 0.01641643916936672 -0.0039930013277919745 -0.10001862959860636 -0.0047669166641435999 0.091363323258628767 0.0027313464395377217 0.0023783120108057288 -0.00073748804615312072 0.00023097394084078068 0.0026360591244740128 -0.00020567148157910203 0.00025640335427608031 -0.006104525049756615 0.0030937830791742237 0.003456465727931578 0.00019592578939531182 0.0021523615293677495 -0.0032042445827921342 0.00078262986241784565 -0.00010815753294510304 0.0033831579242677942 0.00047740778585363982 -0.00060850424557956423
leaf_weight=0.0076689499795666851 0.51790197431441409 0.50697128777742928 0.53620195524197711 0.51380407323085819 1.0034946913398712 0.53061488301215742 0.58931558962382169 0.0017261411306915822 0.52261050974326362 0.0011027105868589562 0.53215415529498367 0.003327056621913016 0.53461639660900218 0.51728279061789528 0.51641884480464451 0.50212353540652543 0.51715677043830588 10.601066980934153 1.0321632731101171 0.55983910877034926 0.52417525627458161 0.53238943745192457 1.9083505067503397 0.52880901907083 0.55373675499106667 2.5478604694017104 4.0726987438024018 0.52416842350013482 5.5395500419124915 5.5481881280729795
leaf_count=36 84 43 67 21 46 193 136 79 151 70 122 13 35 451 484 7 67 215 98 150 86 163 227 153 203 149 169 104 131 81
internal_value=-2.30971e-07 -0.000824598 3.08666e-05 0.000322121 4.81527e-06 -0.000818104 3.74211e-05 3.59477e-06 -3.95633e-06 0.000145382 0.000130854 0.0657619 0.000135693 -0.000226884 -0.00031809 -0.00192324 -0.000198472 -0.000309242 -0.000437399 -0.00198046 0.00119243 7.34317e-05 -0.000886226 0.000191435 0.000137758 0.000331884 -0.000478727 0.000214404 0.000728591 -0.000170709
internal_weight=42.3275 1.53868 40.7888 1.02078 40.2526 1.53411 38.7185 38.1292 38.1215 22.8287 22.8236 0.0050532 22.8225 15.2928 14.7756 1.02473 13.7508 13.2337 12.1931 1.592 1.04059 22.2879 2.4405 19.8474 19.3186 14.6922 4.62644 14.1598 6.06372 8.09605
internal_count=4034 148 3886 64 3819 239 3580 3444 3408 1699 1607 92 1537 1709 1258 158 1100 1033 463 248 570 1502 349 1153 1000 628 372 465 235 230
is_linear=0
shrinkage=0.1


Tree=512
num_leaves=31
num_cat=0
split_feature=23 20 23 7 21 15 21 9 23 17 15 17 4 12 20 7 18 20 14 22 8 23 2 19 20 15 15 5 23 17
split_gain=0.000156381 0.000288448 0.000155459 0.00124723 0.000404731 0.00060553 0.000527983 0.000276893 0.00020684 0.00147663 0.00500933 0.00134222 0.00102847 0.00270232 0.00135558 0.00182974 0.00103634 0.000989136 0.000696416 0.015726 0.00571767 0.0041121 0.0016887 0.0102578 0.00545132 0.00545885 0.00348564 0.00511343 0.000476756 0.00127702
threshold=0.41214500000000009 40.523311941050004 0.10507500000000002 22.977992916200005 4.9769392210500003 35.517387705950007 7.0441631297000011 205.22231928645002 0.096315000000000026 168.59667799010003 26.912781836550003 168.97717400795003 127.35214607660002 63.174563425750001 34.19870408380001 24.268610899850003 12.500912874450002 41.32819714970001 192.04981134545002 -0.032369999999999996 8.2435668022500028 0.098105000000000026 112.79372507800001 14.451165964200003 39.861052345600008 41.195083317300011 39.15620581320001 18.811785479000005 0.094725000000000018 176.08408741720004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -6 -8 9 10 -1 -11 -13 -14 15 -15 17 -16 -10 22 21 -21 -20 24 26 -26 27 -24 29 -18
right_child=1 -3 3 4 6 -7 7 -9 18 11 -12 12 13 14 16 -17 28 -19 19 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.094435045124908912 -0.00055247831694624542 0.0016257573809912538 -0.0050546744199874731 -0.00073535735370510184 -0.0034781284977294757 0.0040878657478625345 -0.00056580198559292672 0.0013389265571476794 0.00016954766229945034 0.088788633381495952 0.064761637731498956 -0.068151158746934559 0.10006712611911467 0.093832158490745735 -0.10005735182099107 -0.057523091340836191 0.054176589695637704 0.0042568003440854587 0.0012217196099379079 0.064388364737830536 0.08275963807323504 -0.048742890139419306 0.052063199671476192 0.05460398321651902 -0.091353190773401455 -0.011745432350452653 0.097691077947597016 -0.10017091741763147 -0.0030619328484420266 -1.426678300383272e-05
leaf_weight=0.0058768001146479731 1.0083802797951755 1.5308774111385899 0.55006471385273048 0.51254861768949644 0.51754740278303923 0.52887513757559645 3.0313911299495198 1.0200238510815323 3.9329897644974476 0.0017005778957920317 0.002978253783286533 0.0022177547125562516 0.0026957610389172207 0.0032149741389578537 0.002022661421181903 0.0010627431397665366 0.0043492231252341132 0.0016509877305814769 0.51556926690545868 0.0060290207289093178 0.03253003882377925 0.0068785389903196492 0.0048840065554958123 0.015561467711819432 0.021061689308062626 0.01457421314273688 0.0037990113596606543 0.0040245878976747917 0.51982005327805936 28.52093333161643
leaf_count=532 46 41 100 61 34 28 76 39 82 35 51 12 3 79 26 94 158 54 20 10 27 34 38 27 75 19 12 19 63 2139
internal_value=-1.14023e-07 0.000760745 -4.86732e-05 -0.000510492 -6.49621e-05 0.00171406 -0.000470463 -8.62489e-05 3.59333e-05 -6.2275e-05 -0.0408918 -4.98334e-05 -5.50325e-05 -4.98349e-05 -5.91245e-05 0.0562299 -6.74137e-05 -0.0531772 0.000662267 0.00376328 0.0604146 0.00409984 -0.000678846 -0.0160121 -0.038743 -0.0587956 0.0174903 -0.0167108 -6.06963e-05 -6.00435e-06
internal_weight=42.3261 2.53926 39.7869 6.16045 5.61039 1.04142 4.56896 4.05141 33.6264 29.0685 0.00885505 29.0597 29.058 29.0557 29.0531 0.00427772 29.0488 0.00367365 4.5579 0.624912 0.0454376 0.0129076 0.579474 0.063905 0.0483435 0.0356359 0.0127076 0.00890859 29.0451 28.5253
internal_count=4034 87 3947 338 238 89 149 115 3609 3246 583 2663 2628 2616 2613 173 2440 80 363 281 71 44 210 190 163 94 69 57 2360 2297
is_linear=0
shrinkage=0.1


Tree=513
num_leaves=31
num_cat=0
split_feature=23 6 23 7 19 23 10 17 3 10 23 15 9 23 0 4 23 19 22 22 5 22 4 17 17 20 17 18 22 14
split_gain=0.000126715 0.000292713 0.000144212 0.000706307 0.000491845 0.000339153 0.00101722 0.00316396 0.00142163 0.00247892 0.0010709 0.000890654 0.000576557 0.00100002 0.000419405 0.000366014 0.000176974 8.9135e-05 0.0003126 0.000122377 0.000494771 0.000155301 0.00295782 0.00256363 0.00818766 0.00281527 0.00109356 0.000772546 0.000701897 0.00107088
threshold=0.41214500000000009 15.155354102400002 0.12084500000000002 23.514778597300005 14.151141757350002 0.11334500000000002 61.622148808000013 189.50863627480001 95.346167596350014 58.167480110400007 0.10184000000000003 38.098890576000009 224.10491522260003 -0.11012 76.451683855550016 127.35214607660002 0.11082500000000002 14.651182102100002 -0.086139999999999994 0.15844000000000005 13.716117217950002 0.010890000000000002 142.34057910165004 179.11813834395002 174.98430420910003 40.750688432250008 171.92791459955001 15.148411436800002 -0.023719999999999998 143.06733454090002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 6 7 8 -1 10 12 -11 13 14 -10 -8 17 19 -19 21 -21 22 -17 24 25 -24 -27 -23 29 -25
right_child=1 -3 3 -5 -6 -7 15 -9 9 11 -12 -13 -14 -15 -16 16 -18 18 -20 20 -22 27 23 28 -26 26 -28 -29 -30 -31
leaf_value=0.075071340200933992 -0.00020210386493127897 0.0019850804863469555 -0.00060341213493003156 0.00037989199616095872 -0.0049930966269461224 0.0025054558188161141 -0.048103714181480128 -0.088884814881386276 -0.0033490225433363305 -0.008405487336034783 0.099991126863069504 -0.10007305177774856 0.073040822604885453 -0.065075557125974168 0.080781101841559483 0.094237682387743896 -0.001837216026679451 -0.0008449213442928631 0.0026364680772431766 0.00047247807645186402 -0.0031936461849069358 0.0040770922701163538 0.079823982898817425 -0.1001480292474853 -0.097217452761770795 -0.10003598813020853 0.032212089616560809 0.00013863140224052968 -0.0025957872117275379 4.3962956343847819e-05
leaf_weight=0.0022368800912185858 1.508492307014911 1.0294685364815448 0.49916991399368027 2.0149578621996103 0.52234643188432983 0.53710428113967523 0.0015825988994028197 0.0052868210477949864 0.001425332126781198 0.001624372727090595 0.0015277780092901594 0.0030503101255590082 0.0010122393014171394 0.0019040572323305582 0.0010141878439071661 0.0033246058551509297 0.5233731985595601 0.50564663463231341 0.52644968874665099 1.0050755182339668 0.58087147629566738 0.54295708013949706 0.005346028654730578 0.0010668230970790607 0.010153185621608829 0.0015588676152746006 0.001044029015638881 6.0214494333744248 1.052345621855667 25.406869419990592
leaf_count=6 51 36 7 43 35 79 8 40 188 62 5 15 7 125 8 9 48 13 32 113 150 129 151 2 116 257 24 222 159 1894
internal_value=-4.35955e-10 0.00068508 -4.37066e-05 -0.000706038 -0.00284805 1.10256e-05 -2.59762e-05 -0.0231084 0.00209953 -0.0120228 0.0261412 -0.0682201 0.00507503 -0.0107639 0.0316266 -1.38051e-05 -1.1702e-05 1.50875e-05 0.000930859 -1.22041e-05 -0.000870282 2.89767e-05 -7.89556e-05 -9.07979e-05 -0.0377104 0.0382981 -0.0469909 0.000464391 -6.50615e-05 3.97561e-05
internal_weight=42.3197 2.53796 39.7818 3.03647 1.02152 36.7453 36.2082 0.019082 0.0137952 0.0115583 0.00688359 0.00467468 0.00535582 0.00434358 0.00243952 36.1891 36.1875 35.6642 1.0321 34.6321 1.58595 33.0461 26.4817 26.4784 0.0181021 0.00794893 0.0026029 6.56441 26.4603 25.4079
internal_count=4034 87 3947 85 42 3862 3783 456 416 410 333 77 328 321 196 3327 3319 3271 45 3226 263 2963 2612 2603 548 432 281 351 2055 1896
is_linear=0
shrinkage=0.1


Tree=514
num_leaves=31
num_cat=0
split_feature=15 21 19 0 6 10 17 22 5 23 12 22 0 15 21 22 20 23 21 3 0 18 23 22 9 20 23 19 21 9
split_gain=0.000157883 0.000402213 0.000184884 0.000132752 0.000603366 0.000512833 0.000754325 0.000515299 0.000236621 0.000224502 0.000478516 0.000373777 0.000391624 0.00142272 0.00238769 0.000307362 0.000482066 0.000346203 0.00315877 0.0258726 0.00440569 0.0118135 0.000808636 0.000444398 0.000630736 0.000402412 0.00046247 0.000320822 0.000534475 0.00024052
threshold=46.435439118750004 15.285239689500001 14.651182102100002 97.878695155250014 11.865277230300002 75.499969677400017 164.98791775435004 -0.13734499999999997 16.424511567200003 0.093325000000000033 101.85466269095001 -0.093879999999999991 85.995710218650018 37.870720399650004 14.412800938450001 -0.095854999999999996 42.753078181500008 0.084360000000000018 4.797392351550001 82.885164161750012 88.872360418250011 14.254777969200001 0.087795000000000026 -0.081354999999999997 214.88418602500002 42.622319549950006 0.09091500000000001 14.351157895250003 13.386374432050003 199.89081775665002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 7 -1 -8 15 -11 -12 -13 29 -15 16 -10 23 19 -19 22 -22 -21 24 -17 -20 -27 -25 -29 -14
right_child=1 -3 -4 4 -6 -7 8 -9 9 10 11 12 13 14 -16 17 -18 18 25 20 21 -23 -24 27 -26 26 -28 28 -30 -31
leaf_value=-0.0036386258409161635 -0.0032260772200722663 0.00017813888690412555 0.0018834624403567192 -8.8147252952937522e-05 -0.0036191330167585824 0.0031822850544795684 0.0021486793768581485 0.082667354985143646 0.00012507882156918666 -0.0026131156311321969 -0.0020383389447932681 -0.00012724517146243405 0.00011765376550095881 0.0086833239267261695 -0.00061159989876294514 -0.0044492290332002358 0.0032774989693928509 -0.00037978120282878327 0.00010212777326103129 -0.067517838651427034 0.025523777706764107 -0.10024827081291812 -0.10048979526237774 -0.00010465689727852765 0.00051692283809836659 -0.0041735131060784414 6.4768722176850114e-05 0.0040984343696944597 0.00016062560135788435 0.001793134355354938
leaf_weight=0.0011024784555208333 0.52960713075531529 1.0070079449517093 0.53539412027886513 4.5275822482167154 0.54185354128021934 0.52550989012214344 0.51946299657873751 0.0018571269300053641 6.0691996155361645 0.52470951937573218 0.56382129605724074 4.4438649101254111 4.5362801529090575 0.59314909205522759 0.51747452474228339 0.5211139710181445 0.52722473737495956 0.49901028414024118 4.5744032865119442 0.010539253824731531 0.014605281409785675 0.015282349808266815 0.02527862213567289 6.5669539829775605 0.50221542280633003 0.52263009022844886 0.50742142133094603 0.52256823097150107 1.0125536467276104 1.0562937021391006
leaf_count=146 129 19 67 1205 256 136 85 114 366 68 134 81 60 61 14 61 265 3 132 36 24 80 61 173 3 63 10 94 20 68
internal_value=-8.21303e-08 -0.000995152 3.74133e-05 1.2854e-05 -0.000465561 8.18044e-05 3.47804e-05 0.0505176 3.0468e-05 -1.77468e-06 0.000341296 0.000473669 0.000600727 0.00108333 0.00435253 -0.000193528 0.000377039 -0.000439609 -0.00101825 -0.00814674 -0.0671341 -0.0387869 -0.0907879 -4.84222e-05 -0.00201201 -0.000299969 -0.00208566 0.000199588 0.00150109 0.000434109
internal_weight=42.316 1.53662 40.7794 40.244 5.06944 35.1745 34.649 0.00295961 34.6461 34.1266 12.2356 11.7109 11.1471 6.7032 1.11062 21.891 6.59642 15.2946 6.16917 0.564716 0.0657055 0.0298876 0.0358179 9.12541 1.02333 5.60445 1.03005 8.10208 1.53512 5.59257
internal_count=4034 148 3886 3819 1461 2358 2222 260 1962 1877 486 418 284 203 75 1391 631 760 409 204 201 104 97 351 64 205 73 287 114 128
is_linear=0
shrinkage=0.1


Tree=515
num_leaves=31
num_cat=0
split_feature=22 23 4 5 9 7 0 0 7 17 6 22 4 12 13 6 19 7 16 17 0 8 21 21 2 6 13 4 9 20
split_gain=0.00017665 0.00030986 0.00189165 0.00119745 0.0121338 0.00705422 0.00178522 0.00169129 0.000950601 0.00132061 0.000297051 0.000277237 0.00249513 0.0112209 0.000729655 0.000445288 0.000942527 0.000280556 0.000260535 0.000201804 0.00465835 0.00775023 0.0123736 0.00347236 0.000595058 0.000232652 0.00750128 0.00352161 0.00182416 0.00192317
threshold=-0.037054999999999998 0.10469000000000002 142.34057910165004 22.580289596950006 212.71218656455002 22.775216856700002 88.872360418250011 92.501778894350011 24.673428656250003 191.46721301340003 16.505385645700006 -0.033799999999999997 159.10550013555002 85.453317281250008 111.38282034450002 16.525386113000007 14.451165964200003 23.109894804950002 22.644947046300004 204.12988953870004 96.163458868000006 8.543332867800002 7.6683431583000008 1.1798413345000001 315.94243452415003 13.715320456250003 98.55080968785002 285.22127102665007 179.18874144770004 47.927946529500012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -7 -8 -9 -10 -5 -2 13 14 -13 16 17 -14 -19 25 21 23 -23 -21 -25 26 -4 -28 29 -27
right_child=11 3 19 10 -6 6 7 8 9 -11 -12 12 15 -15 -16 -17 -18 18 -20 20 -22 22 -24 24 -26 28 27 -29 -30 -31
leaf_value=0.060192300175871329 0.0025602580228016058 0.0083015223448750439 0.00032351199873833776 -0.0013273521510644053 -0.00056067995406835353 -0.10045339981919117 -0.010307392991101946 -0.10012906842169732 0.0032644936567170278 -0.079396520264045783 0.00052268626098867638 -0.028066090539474411 -0.0021794635009131525 0.087764442792047564 -0.086894014868346858 -0.0025554339967754011 0.0042909234653743791 8.7372977633679119e-05 0.0023907518530552358 0.010621979124143338 -0.00013446896752915635 0.065407063772009527 -0.074353703417777459 -0.10025596656481604 -0.057399533192769817 -0.10013917003138542 -0.07943278098381952 0.046131592881061084 0.00011825252156543847 0.021542751588534501
leaf_weight=0.0052186203397351907 0.51890487880435898 0.014200760189171713 0.50502228534972404 1.5178725540472444 0.50611797405019843 0.015515504774157307 0.0058938404108630485 0.0071210291493599689 0.0029648584568362502 0.00555201194083077 2.0267886418107111 0.0041556760177517971 0.52256546399903392 0.014168501218339458 0.0042797019166016526 0.58265581098671404 0.55785579041455768 11.12286012018388 0.5137422829193391 0.0040705431101731851 1.5109291029264822 0.014952250598184946 0.01099127865745686 0.0150870383577697 0.0041258766685956507 0.0036363038694763308 0.016935453739220174 0.002572967109072565 22.269191159010411 0.0020206343283746264
leaf_count=33 15 28 499 35 36 11 13 28 35 47 41 15 128 15 25 214 73 704 26 16 356 35 16 68 38 358 128 66 880 52
internal_value=-4.7613e-07 -0.000142959 -7.58622e-06 -0.000947031 -0.00525574 -0.0516235 -0.0745936 -0.0559594 -0.0731654 -0.0506209 -0.000269526 0.000292565 0.000204238 0.0334003 -0.0579125 0.000147818 0.000271673 8.7272e-05 0.000189064 -2.0483e-05 -0.00112078 -0.0313936 0.00619579 -0.0732774 -0.0910528 5.48097e-05 -0.00202687 -0.0628721 0.000103829 -0.0566749
internal_weight=42.308 28.4668 24.3648 4.10203 0.557366 0.051248 0.0370472 0.0215317 0.0156379 0.00851687 3.54466 13.8412 13.3223 0.0226039 0.00843538 13.2997 12.717 12.1592 11.6366 24.3595 1.56016 0.049227 0.0259435 0.0232835 0.0192129 22.7994 0.524531 0.0195084 22.2748 0.00565694
internal_count=4034 2819 2545 274 198 162 134 123 110 82 76 1215 1200 55 40 1145 931 858 730 2512 529 173 51 122 106 1983 693 194 1290 410
is_linear=0
shrinkage=0.1


Tree=516
num_leaves=31
num_cat=0
split_feature=22 16 23 4 5 7 7 7 7 20 7 7 21 6 22 23 23 21 10 17 18 5 21 19 17 20 7 18 10 7
split_gain=0.00014398 0.000287277 0.000252545 0.00159302 0.000984611 0.00952257 0.00670742 0.0011317 0.000365945 0.00026155 0.000388064 0.000243356 0.000233071 0.00155072 0.0110928 0.00801077 0.0101399 0.00675619 0.00413362 0.0006622 0.000648417 0.000216693 0.000469442 0.000314581 0.000165204 0.000366333 0.00735897 0.00573735 0.00588633 0.000483238
threshold=-0.037054999999999998 22.654947022900004 0.10469000000000002 142.34057910165004 22.580289596950006 25.350214218950004 22.775216856700002 22.938075114600004 24.081116689550004 41.035283712600005 23.150522195450005 24.525599138800004 4.837019638150001 13.715320456250003 0.070580000000000018 0.078310000000000018 -0.059734999999999996 3.9632429946000003 66.351146659450009 204.42624920380004 14.382403557200002 22.327062271350005 15.974186315300003 14.551174033150001 204.12988953870004 40.890797847750008 26.064266158200002 14.329845562450002 67.074341896550024 25.271514403800001
decision_type=2 2 2 2 2 2 2 2 2 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 -1 5 6 -4 -8 -9 -6 -11 -10 13 -2 15 16 19 18 -17 20 -15 23 -23 -14 -5 -26 27 -27 -29 -30
right_child=1 -3 4 24 9 -7 7 8 11 10 -12 -13 21 14 -16 17 -18 -19 -20 -21 -22 22 -24 -25 25 26 -28 28 29 -31
leaf_value=0.056212612203067197 -7.4366769132234097e-05 0.002405607304096391 0.0067430821175512787 4.9085250739905322e-05 -0.0012367804280757268 -0.00070719775084236854 -0.10034577207589652 -0.071542982125234286 -0.023977799931577767 0.0018716799281721073 -0.00089349607425335967 -0.056930907167888657 -7.9928773664187237e-05 0.078974500078958038 0.00095485651061168588 -0.043095217282743861 -0.10029384262275856 0.10016193064980626 0.053826756438038484 0.10008529662823858 -0.0083672124637710673 -0.0035499274746445238 0.00071589535840210425 0.0024602766729484994 9.3642613612934439e-05 -0.10033874905392109 -0.00025425841262080188 0.037780083023600058 -0.10007151209866105 -0.046928111786229486
leaf_weight=0.0050390543667820911 3.0228147165764105 0.59905153912581077 0.015739169379115903 22.796146239717679 1.5150587318823912 0.50629747328447205 0.010164304937461566 0.012711633880826412 0.0033419661418747637 1.0227408046705195 1.0074752769687618 0.0068028426115853691 8.060814130649856 0.001796383478617436 0.54335516308424303 0.0064369301784141788 0.0074270462209823362 0.02590332913371185 0.013907907570683165 0.0033847762097138911 0.0016133779471942944 0.52651204177694733 0.50580062743253862 0.51890640399869958 1.0227105787312629 0.013248404602485719 0.50438835066176502 0.0098449217966845026 0.0046416833742859978 0.0027100429490616307
leaf_count=33 316 111 31 1983 34 72 9 24 20 31 11 42 370 37 97 32 6 12 36 3 6 153 20 16 210 42 184 36 26 31
internal_value=-9.28816e-07 0.000263662 -0.000129582 -7.3619e-06 -0.000855649 -0.00477198 -0.0469785 -0.0725846 -0.0602392 -0.000242499 0.000499488 -0.0460753 0.000166739 0.000849828 0.00547645 0.0461056 -0.0195303 0.066289 0.0231615 0.0687516 0.0376475 -9.09919e-05 -0.00145981 7.37043e-05 -1.89945e-05 -0.00101541 -0.00313613 -0.0508806 -0.0127778 -0.0804814
internal_weight=42.2968 13.8377 28.4591 24.3587 4.10033 0.555057 0.0487599 0.0330207 0.0228564 3.54527 2.03022 0.0101448 13.2387 3.62664 0.603825 0.0604698 0.0142216 0.0462482 0.0203448 0.00679454 0.00340976 9.61203 1.03231 8.57972 24.3537 1.55754 0.534833 0.0304451 0.0171966 0.00735173
internal_count=4034 1215 2819 2545 274 198 126 95 86 76 42 62 1104 545 229 132 52 80 68 46 43 559 173 386 2512 529 319 135 93 57
is_linear=0
shrinkage=0.1


Tree=517
num_leaves=31
num_cat=0
split_feature=12 9 23 23 15 7 3 22 2 0 12 15 21 2 22 23 16 6 22 0 15 15 6 8 12 7 3 5 15 23
split_gain=0.000148639 0.000413152 0.000153863 0.000576358 0.000143857 0.000429514 0.000178477 0.000156302 0.00217414 0.00658151 0.00577059 0.0013646 0.000672803 0.0040924 0.00315758 0.00206575 0.00201548 0.00111539 0.000500633 0.000358491 0.000848482 0.000704004 0.000262903 0.000381454 0.000221223 0.00614064 0.000891909 0.00482308 0.00427449 0.000825015
threshold=82.696898122450008 192.57902085675002 -0.55648999999999993 -0.27628999999999998 46.435439118750004 23.514778597300005 92.913112988300014 -0.06483499999999999 71.340832650850004 93.399723909900004 94.328280857900012 41.800301886400014 0.17201659740000003 72.043920985000014 -0.096529999999999991 0.086555000000000021 20.894951138500005 14.825346391850003 -0.5775499999999999 86.329079026800017 37.870720399650004 35.517387705950007 16.495385412050002 8.543332867800002 237.95588294345001 23.851446749400001 92.216802332500023 21.336111252450003 30.046989284200006 0.11531000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 7 -6 -7 8 9 -5 -10 19 14 -14 15 -12 -16 18 -17 21 22 -9 23 -21 -15 29 27 28 -27 -26
right_child=2 -3 3 4 5 6 -8 11 10 -11 12 -13 13 24 16 17 -18 -19 -20 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00022232603372383006 0.029678707370041912 -0.0032256852629487889 -0.059049828952037975 0.019976110468022487 -0.0032604157105590526 0.0016026861420658123 -0.0010430920574658188 0.0011187688873703764 0.099438321330991397 -0.10011978902282469 -0.058907171725094853 0.0051247014581416598 0.087473512567773165 -0.00018292117796061096 -0.10007196753754265 0.059332275819923043 0.036512930747305647 0.089406716766591399 -0.033165439099369441 9.3317757168702819e-05 0.0040635458446436684 -0.0039596080374848242 -0.0021070621707274676 0.0028263933987272426 0.045274069291960241 0.034781711154560677 -0.00068334579659704237 0.05912609280632182 -0.097925237389959091 0.095605363652157591
leaf_weight=1.0085977149313468 0.0017509201815418809 0.53019373843122242 0.0016509496602513654 0.010069660828558535 0.51700396491944012 0.50917304787117224 0.51067589403592528 0.50812003610798473 0.0058260348268736042 0.0083447020789151338 0.0014724033686544383 0.56727382398724913 0.0053334450931278301 21.702385948554674 0.0028509696031209378 0.0010858030437139732 0.0017395837348885834 0.006756935553198673 0.0012689969073882978 13.646030596693556 0.56516603358426287 0.58987361970789465 0.51380524197520649 0.53052207068412904 0.0067229482185330314 0.0046935477404417281 0.50524256345829599 0.013100894942454033 0.0050264530959900355 0.0063167405751300976
leaf_count=48 66 83 121 21 84 18 46 137 17 73 179 102 24 1319 67 15 8 27 39 790 77 69 26 39 104 284 64 27 58 2
internal_value=-9.15936e-07 -0.000965693 3.55164e-05 3.42426e-05 3.66366e-05 -0.000912439 0.000277848 7.3837e-05 -0.000100128 -0.0344469 -7.17274e-05 0.000302985 -9.77671e-05 -0.000112124 0.0209514 0.050993 -0.0483133 0.0687522 0.00948545 0.000135729 0.000261337 -0.00160948 0.000115059 0.000195596 -0.000133125 0.0018641 0.000190095 0.0195276 -0.0338443 0.0696558
internal_weight=42.2881 1.53879 40.7493 40.7475 40.7459 1.53685 1.01985 39.209 22.2882 0.0184144 22.2698 16.9208 22.264 22.2488 0.0151747 0.0105841 0.00459055 0.00911174 0.0023548 16.3535 15.2555 1.09799 14.6904 14.1766 22.2435 0.541103 0.528063 0.0228209 0.00972 0.0130397
internal_count=4034 131 3903 3837 3716 148 64 3568 2328 94 2234 1240 2217 1882 335 260 75 81 54 1138 932 206 855 829 1858 539 433 369 342 106
is_linear=0
shrinkage=0.1


Tree=518
num_leaves=31
num_cat=0
split_feature=23 6 23 7 19 23 13 18 20 15 23 23 20 20 20 23 20 17 15 15 14 20 4 2 9 18 14 13 0 15
split_gain=0.000131531 0.000274739 0.000197528 0.000564519 0.000590565 0.000295816 0.00133694 0.000753052 0.000298368 0.00278313 0.00125807 0.000117219 0.000482633 0.000865093 0.000368228 0.000292128 0.00161307 0.00140622 0.00386887 0.00332409 0.00205835 0.00311122 0.000802603 0.00198259 0.000933289 0.000710074 0.000588109 0.0087762 0.020348 0.000493282
threshold=0.41214500000000009 15.155354102400002 0.12084500000000002 23.514778597300005 14.151141757350002 0.11334500000000002 95.862351557400004 18.777855805300003 33.708131650200009 36.124429763000009 0.079355000000000023 0.10507500000000002 40.984321400500008 37.828051409500013 41.481306584950012 0.096315000000000026 34.19870408380001 168.59667799010003 26.912781836550003 19.763739472850002 240.28931515145004 39.337369931850013 127.35214607660002 41.467794892200004 54.542104986550008 17.399600107550004 192.04981134545002 117.41840884735002 85.995710218650018 27.437241680050004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 9 10 -8 15 13 -13 -14 16 -10 18 -18 20 -19 -22 -21 -24 -25 -23 -17 -28 -29 -20
right_child=1 -3 3 -5 -6 -7 8 -9 11 -11 -12 12 14 -15 -16 26 17 19 29 22 21 25 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.10002489488319488 -0.00016234331272943378 0.0019569776099272484 -0.00028113378910119973 0.00015138524000497339 -0.0050912596944660791 0.0023507011285564729 0.024195191798822398 0.0054885149492613083 0.09670598713053391 0.063778112390067906 -0.10014665705671973 0.00067669380050401336 0.00264844936876656 -0.0050661172912398597 -0.00063122500979154693 0.00033942877718848595 -0.093366084025000295 0.092828013726213118 0.099353773021763236 -0.062636899583481204 0.090333765767949215 -0.10004770895016711 0.1000491827169263 0.066493998743923352 -9.6386112937837246e-05 -0.0036204333043735244 -0.00025458743206754854 -0.039889801918015971 0.082686714161488928 0.010774416165681963
leaf_weight=0.0020864651860310187 1.5078526024376011 1.029193699585903 0.50024348417355102 2.011186909295358 0.52115901815330901 0.53606348477471399 0.0010842501607201118 0.0010008861661107565 0.0017221234104515251 0.0024722752423258498 0.003261122004561301 0.50509203119065593 0.51725770309258212 0.54571554901849595 1.0123311403362292 3.9358102305195066 0.0050798360608926832 0.006175219590513481 0.0013486530087334359 0.0020513821691591208 0.0025941769830257755 0.0017523410369664205 0.0019771522202088878 0.0021048676283851311 29.01125129315988 0.001353534924419364 0.55494644301651863 0.020755873767356547 0.038969373780673777 0.0011776467029633864
leaf_count=625 51 36 7 43 35 79 72 325 10 10 38 30 12 59 44 72 363 57 7 13 25 55 3 137 1556 11 148 34 36 41
internal_value=-7.01697e-07 0.000697393 -4.52599e-05 -0.000820925 -0.00273545 1.88078e-05 -1.57435e-05 -0.0658186 -1.01277e-05 -0.020928 -0.0691211 -6.18487e-06 -0.000655692 -0.00230572 0.000477855 4.37119e-05 -7.30306e-05 -7.87704e-05 -0.0430708 -6.75058e-05 0.0528289 0.0094953 -8.91535e-05 -8.47313e-05 -9.15551e-05 -0.0580249 0.000788696 0.0036654 0.0400886 0.0580621
internal_weight=42.2851 2.53705 39.748 3.03259 1.0214 36.7154 36.1794 0.00308735 36.1763 0.00681765 0.00434537 36.1695 2.5804 1.05081 1.52959 33.5891 29.0386 29.0369 0.00760614 29.0293 0.0118753 0.00570005 29.0174 29.0153 29.0134 0.00310588 4.55048 0.614672 0.0597252 0.0025263
internal_count=4034 87 3947 85 42 3862 3783 950 2833 120 110 2713 145 89 56 2568 2278 2268 411 1857 148 91 1709 1696 1693 66 290 218 70 48
is_linear=0
shrinkage=0.1


Tree=519
num_leaves=31
num_cat=0
split_feature=5 23 17 18 14 12 3 5 20 18 7 23 20 16 0 9 22 22 20 22 23 13 16 8 18 5 2 9 15 23
split_gain=0.000125759 0.000469133 0.000235729 0.00031384 0.000213607 0.00526783 0.00632538 0.0036369 0.00355478 0.00316012 0.00220206 0.00194637 0.00215594 0.00191766 0.000965508 0.000584767 0.000560867 0.00049511 0.00474561 0.00356273 0.00337797 0.00536466 0.00300335 0.00288819 0.00253575 0.00221644 0.0019456 0.00207907 0.00146879 0.000904559
threshold=23.730745871350006 0.11082500000000002 199.03437346465003 13.3584252364 300.92746350285006 246.36519872610003 93.499196860750018 21.197160116700001 41.571132012400007 14.005298574600001 26.0252225485 0.085495000000000029 43.077238082650005 17.874958200600002 102.64264296240002 200.95377551580003 -0.039434999999999998 -0.16276499999999997 39.792680591700012 -0.14654999999999999 0.093905000000000016 117.38883580790001 18.704956259700005 8.0437227585500022 13.276755824150003 16.424511567200003 168.84984911130002 206.57490536735003 22.516911658450002 0.096010000000000026
decision_type=2 2 2 2 2 2 2 2 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 17 6 9 8 13 -6 15 12 -10 -7 -12 -11 -15 18 24 29 22 23 25 28 -1 -20 -26 -28 -22 -19
right_child=1 -3 -4 -5 5 7 -8 -9 11 10 14 -13 -14 16 -16 -17 -18 19 20 -21 21 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.064672985445822131 2.9231033133111636e-06 -0.0033332524668713208 0.0018379751394507625 -0.0026979233613261527 0.10010269921408388 -0.080335640192032584 -0.1002837227846364 0.0015343228147635867 -0.078745919149897328 -0.0020181729517306543 0.09347481349554547 -0.10019449809501556 0.089875241090073416 0.022325327530492663 -0.011491099677357222 -0.10004333700051636 0.10001818633687261 -0.011928893335639084 0.057492021538349564 2.7878975305899078e-05 0.033685878253221377 -0.10021893090666821 0.099484631134829249 0.079212849918408906 -0.10006697630619039 -0.088300851040043232 -0.076693995923996242 0.072276945841806287 -0.1000340099527864 -0.10013353336903102
leaf_weight=0.0018369134910304419 2.5344212400278781 0.52004552895094125 0.52522826498210351 0.51820744047949396 0.012351247762408687 0.0012879032265054871 0.0024549781716132193 0.52471850240280715 0.0018071425884653722 0.0010388976154924448 0.0027408229299830111 0.0086528591105308195 0.0013063902514543202 0.0018541432672805058 0.0012881779993973302 0.0014691873110450615 0.0018625742341100704 0.0015762645026090585 0.0026145569134481414 37.575581554227483 0.0015590881045142169 0.0039283303431147951 0.0096195301266561728 0.0061631640085124673 0.00578067866783704 0.0017345448029674193 0.0020231912555099818 0.0017447461199431302 0.0017361090584699923 0.0044310059192866902
leaf_count=21 608 39 61 105 14 158 3 120 64 43 10 77 208 31 101 54 9 94 48 1777 25 7 16 37 109 116 27 16 18 18
internal_value=-3.5328e-07 -0.000526797 -0.000118875 -0.000455567 5.61458e-05 0.00198987 0.0507192 6.91553e-05 -0.0457719 0.0703455 0.0141219 -0.0757974 -0.00799509 0.0248213 0.0599144 -0.0594394 0.0612599 2.72157e-05 0.0113263 1.55681e-05 0.0339059 -0.00199018 0.0683066 0.038807 -0.0429245 -0.000654301 -0.0636235 -0.00771289 -0.0367658 -0.0769893
internal_weight=42.2811 4.0979 3.57786 3.05263 38.1832 0.562833 0.0213433 0.54149 0.016771 0.0188883 0.00653709 0.0117664 0.00311353 0.00500462 0.004029 0.00250808 0.00371672 37.6203 0.0387409 37.5816 0.0273553 0.0133867 0.0139686 0.00945836 0.0113855 0.0043491 0.00954862 0.00376794 0.0032952 0.00600727
internal_count=4034 813 774 713 3221 892 225 667 547 222 208 349 272 198 111 97 40 2329 440 1889 267 87 180 80 173 164 152 43 43 112
is_linear=0
shrinkage=0.1


Tree=520
num_leaves=31
num_cat=0
split_feature=23 6 23 7 19 23 23 23 23 20 4 16 17 20 23 4 20 23 17 15 12 14 15 0 18 5 23 20 23 17
split_gain=0.000133041 0.000259615 0.000158233 0.000449577 0.000466051 0.000214544 0.000145015 0.000378506 0.000123113 0.000462699 0.00102624 0.000360005 0.000267259 0.000545622 0.000725603 0.000291399 0.000928997 0.000230485 0.00132243 0.00351371 0.00176918 0.000485368 0.00817982 0.0059723 0.00103361 0.0116577 0.000375064 0.00125744 0.000249547 0.000852814
threshold=0.41214500000000009 15.155354102400002 0.12084500000000002 23.514778597300005 14.151141757350002 0.11334500000000002 -0.55648999999999993 -0.27628999999999998 0.10507500000000002 40.984321400500008 299.71779688575003 22.634947069650003 160.21442126885003 32.724174661450007 0.092075000000000032 127.35214607660002 33.41579758040001 0.096315000000000026 168.81379805985003 26.912781836550003 63.174563425750001 192.04981134545002 41.800301886400014 86.103248543850015 14.656441317600001 21.043187000650004 0.094725000000000018 34.19870408380001 0.09450500000000002 174.98430420910003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -8 12 10 -10 -11 -9 14 -14 -15 -17 18 19 -18 -20 -19 24 -24 25 -23 27 -22 29 -29
right_child=1 -3 3 -5 -6 -7 7 8 9 11 -12 -13 13 15 -16 16 17 21 20 -21 26 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.028948703019250257 -0.00013383040243588741 0.0019266034348367448 -0.00026466953691393327 0.00012903286193696558 -0.0045348361832397086 0.0020009220584501037 -0.044503710993512392 -0.046211941223772923 -0.0052863031162082878 -0.00066630972089690827 0.00096155859361195532 0.002578128131658516 0.013563495840625684 -0.032996377371753108 -0.10004192011145614 0.077384400402881012 -0.097529687387998207 0.0002937965162449483 0.10004498115567283 0.084368923961277112 0.08753160591294154 0.073537580264479832 7.8455711054833781e-05 0.071857565970670112 -0.0013653616852085555 -0.026871031527911673 -0.0027235632519110268 0.038132243777394673 0.0021711145735844729 -6.5927519998083757e-05
leaf_weight=0.001728301202631565 1.5077603417278944 1.0287758342678897 0.50031995672907104 2.0106869106165388 0.52252236534359398 0.53457753016768705 0.0019125797857019169 0.0012495425495576687 0.54894872117049798 1.0125668650289088 0.50451437511833097 0.51643102119720641 0.0010214252545164273 0.0026697415541992999 0.0012505320434820222 0.0015529806340656141 0.0040062971306465958 3.9342206004100442 0.001765530934792702 0.0014449796083724209 0.0016406003405177163 0.019497514968335738 0.019438813713122727 0.028714592049254861 0.51540765591912496 0.028414128537306738 0.5197648039384849 0.0058460175019260366 0.51141080187507171 27.98473168482402
leaf_count=66 51 36 7 43 35 79 132 249 96 48 17 13 103 20 19 24 240 66 3 32 19 38 28 34 122 34 65 138 12 2165
internal_value=-3.13664e-07 0.000701846 -4.51333e-05 -0.000739247 -0.0024461 1.2233e-05 -1.71589e-05 -1.8543e-05 -1.61905e-05 -0.000681539 -0.00229414 0.000429525 3.49718e-05 3.66925e-05 -0.0489673 4.0008e-05 4.26346e-05 3.90574e-05 -6.46183e-05 -0.0493135 -5.53687e-05 0.000701172 0.00332223 0.0428814 -5.93531e-05 0.01399 -6.1458e-05 -1.29144e-05 -1.79535e-05 -5.79496e-05
internal_weight=42.2748 2.53654 39.7383 3.03353 1.02284 36.7047 36.1702 36.1684 36.1665 2.58246 1.05346 1.529 33.584 33.5828 0.00227196 33.5805 33.5779 33.5763 29.0306 0.00545128 29.0252 4.54569 0.611473 0.0481534 0.563319 0.0479116 29.0234 28.5036 28.502 27.9906
internal_count=4034 87 3947 85 42 3862 3783 3717 3585 174 113 61 3411 3162 122 3040 3020 2996 2674 272 2402 322 256 62 194 72 2399 2334 2315 2303
is_linear=0
shrinkage=0.1


Tree=521
num_leaves=31
num_cat=0
split_feature=15 21 19 22 9 23 6 19 2 2 9 21 22 20 22 22 21 20 22 17 22 15 21 10 21 20 6 3 18 10
split_gain=0.000136043 0.000420372 0.000135089 0.000622897 0.000879927 0.000866112 0.000561375 0.000840688 0.000441117 0.000412574 0.000582494 0.000456075 0.000410681 0.00190864 0.000357846 0.0003289 0.000305274 0.000515547 0.00251847 0.00387515 0.00175953 0.00269753 0.000268074 0.00028236 0.000351014 0.000433345 0.00023061 0.000756573 0.0106994 0.00969396
threshold=46.435439118750004 15.285239689500001 14.351157895250003 -0.063749999999999987 193.67618212375001 0.13041500000000003 16.425383776450001 14.451165964200003 93.57193670880001 184.38272419390003 196.26893085885004 14.629285661800003 -0.63113999999999992 41.035283712600005 -0.095854999999999996 -0.091639999999999985 14.169342482300001 34.654301448200009 0.24901000000000004 199.84861692095004 0.10957500000000002 36.346245650200011 10.109275982950003 61.993156030000002 0.59096247755000009 43.218894539100006 16.435384010100005 82.885164161750012 13.314799198000001 67.074341896550024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 12 6 -5 9 7 15 -8 10 -6 -11 13 -1 26 -4 17 18 19 20 21 -16 23 24 -10 -26 27 -14 -29 -30
right_child=1 -3 3 4 5 -7 8 -9 22 11 -12 -13 14 -15 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.065842441547960845 -0.0032067274910383952 0.00027475806734208254 -0.0019978766085656918 0.0050904334514910513 0.00034676960631311384 0.004467673737308062 0.0029818462366155117 -0.0050556318385213145 0.00022099282398934679 0.0036043601391167733 -0.0037332954247740525 -0.00058009712468339329 6.347470977436955e-05 -0.075373423596047845 -0.10015888111135288 0.001576029442334033 -0.0026288198056335275 -0.00020085782827228987 -0.086686407182856307 -0.10003344051841481 0.098670921239731785 0.080386780504029781 0.0014937760337471158 0.00021756081597193954 -0.0045465250321519842 -0.00041851449489404446 -2.9751610323713098e-05 0.00090744183735437425 0.096394974395846572 0.013433633518870251
leaf_weight=0.0014018394311164908 0.52890751458251273 1.0074068383332244 0.50770315815498179 0.5496792593587253 1.0534947469568585 0.52334779139232512 0.53643446397654759 0.54027302598765903 0.85922263711472613 0.53197397598039209 0.52393055131758348 0.51035610248800367 2.02862055478619 0.003016822804984276 0.001549857969193047 0.52251196362703722 0.53622317004359388 21.330323906188333 0.0039568159883756069 0.0024057258658755076 0.0033834481323906651 0.0017756518936948851 1.0304977644573226 4.0315776343852576 0.51901942077051877 0.49860356686804153 3.0135895396849772 1.0109047455302693 0.022414322983682594 0.037901236410711331
leaf_count=47 129 19 23 65 13 15 94 82 7 60 58 11 709 14 43 21 139 1351 57 30 10 4 24 131 39 3 340 132 57 307
internal_value=-5.3109e-08 -0.000923814 3.47855e-05 0.000304757 0.0013992 0.000753666 -0.000142029 -0.00186073 0.000219051 1.17195e-05 -0.00100839 0.00155552 -8.80494e-05 -0.0305721 -8.32376e-05 -0.000185237 -0.00027223 -0.000213024 -0.0200666 0.00885404 0.0478994 -0.00375675 5.46491e-06 -0.000254114 -0.0012673 -0.00252393 0.000593157 0.00119873 0.00334863 0.0442635
internal_weight=42.2724 1.53631 40.7361 12.7386 3.69278 3.1431 9.04584 1.57049 7.47536 2.61976 1.57743 1.04233 27.9975 0.00441866 27.993 1.03022 21.8796 21.3434 0.0130715 0.00911468 0.00670896 0.00332551 6.93892 5.90842 1.87685 1.01762 6.11343 3.09984 1.07122 0.0603156
internal_count=4034 148 3886 646 222 157 424 126 298 142 71 71 3240 61 3179 44 1634 1495 144 87 57 47 204 180 49 42 1545 1205 496 364
is_linear=0
shrinkage=0.1


Tree=522
num_leaves=31
num_cat=0
split_feature=5 23 20 23 17 18 18 10 23 7 3 15 23 22 22 5 12 2 15 8 21 10 9 8 7 6 23 15 15 17
split_gain=0.000124524 0.000462329 0.000244423 0.00167327 0.000240732 0.000238669 0.000222589 0.000131509 0.00219518 0.00206355 0.00136293 0.0164396 0.00738727 0.00581196 0.013379 0.00734473 0.00608381 0.00295305 0.00570239 0.00202711 0.00227839 0.0013412 0.0176414 0.00989658 0.00112961 0.000868953 0.000759736 0.000712819 0.000222878 0.000202542
threshold=23.730745871350006 0.11082500000000002 32.724174661450007 0.088555000000000023 199.03437346465003 13.3584252364 13.276755824150003 66.964115113200009 -0.11303999999999999 23.626037400350004 83.538459487450012 31.233764884050004 0.11660000000000002 -0.079634999999999997 -0.101395 18.492557862250003 105.35624869990001 181.73369492375005 35.83914456115 8.3434888241000014 0.66785492670000013 62.837331883000012 204.99169312540002 8.9430209551500024 24.573979631000004 15.255356438950001 0.09117500000000002 29.712811603950005 28.176737565850001 195.92600399440002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 6 -2 21 9 -9 -10 13 17 14 15 16 28 25 -19 20 -18 29 -23 24 -24 -13 -22 -17 -12 -4
right_child=1 -3 7 -5 -6 -7 -8 8 10 -11 11 12 -14 -15 -16 27 19 18 -20 -21 26 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.061099058955149124 -0.00082290901089013225 -0.003310328507034352 0.00025343520015467109 -0.10003906655223044 0.0018588988408141478 -0.002412252728977778 0.00109111026830257 0.024057463581814681 5.2838350835356295e-05 -0.10017663180661088 -0.047553680813409528 -0.098137678492080105 0.068607206460830711 0.0024356021280445301 -0.10013003523161212 -0.04087671542684463 0.090402203201945364 0.09004121912744234 -0.10003049855227385 0.08769976695582006 -0.10004957500235959 -0.00029786173672876644 0.10005520424902002 -0.0098386389338480425 0.06231091774348179 -0.056762189357976826 0.008725094770552411 -0.10020014367511587 -0.10012437913862758 -0.0004670031451530021
leaf_weight=0.0011342783807418702 1.5217389235122927 0.51983317624850034 16.6578024294225 0.0014921665437661602 0.52515222476238088 0.51917679220615065 1.011423781797461 0.0019745445677776799 15.150789812359314 0.0041408650366422384 0.001303062192278103 0.026017786309239455 0.0037840946170035741 0.55753835818920627 0.018587333228424541 0.0039541360325547337 0.0019832972081985636 0.0028374699156117336 0.0035572025764736281 0.012139893842686433 0.0014498409790149047 0.56098226047537991 0.025453798927628668 0.014231885067317762 0.011516744109030697 0.0063061407709028563 0.0011525466798048001 0.004152621841058135 0.002116086465321132 5.0961319642692606
leaf_count=87 585 39 431 48 61 105 23 94 1385 137 30 139 9 118 48 35 6 14 87 9 54 181 29 37 37 9 14 5 23 155
internal_value=2.08637e-07 -0.000523678 5.6441e-05 -0.0304486 -0.000118759 -0.000459013 -5.86926e-05 5.854e-05 -0.000162276 -0.0600639 -0.000139088 -0.00463426 -0.0647488 -0.000406718 -0.0342398 0.00911095 0.0414562 -0.0777821 -0.0156911 0.0663033 0.00965931 0.000214568 0.00483071 0.0610202 0.0882974 -0.0900657 -0.0518754 -0.0712647 -0.0800893 8.46635e-05
internal_weight=42.2699 4.09732 38.1725 0.00262644 3.57749 3.05234 2.53316 38.1699 15.8038 0.00611541 15.7977 0.64688 0.0425027 0.604377 0.0468388 0.0282515 0.0201447 0.0387186 0.00639467 0.0167256 0.00458568 22.3661 0.612185 0.0512024 0.0369705 0.0323239 0.00260239 0.00810676 0.00341915 21.7539
internal_count=4034 813 3221 135 774 713 608 3086 2216 231 1985 600 258 342 224 176 136 249 101 83 74 870 284 103 66 148 68 40 53 586
is_linear=0
shrinkage=0.1


Tree=523
num_leaves=31
num_cat=0
split_feature=15 21 19 12 9 4 9 23 16 12 9 22 7 12 23 20 15 2 17 23 0 20 20 12 6 14 17 2 21 17
split_gain=0.000129043 0.00037566 0.000211865 0.000115186 0.00034968 0.000114818 0.000860622 0.00696348 0.00588214 0.00342777 0.00222518 0.0025702 0.00113575 0.000607695 0.000363994 0.000543497 0.00393304 0.00292701 0.00117329 0.000371486 0.000240799 0.000208032 0.000236572 0.00079182 0.00167864 0.0198693 0.000880065 0.000871018 0.000354446 0.000248317
threshold=46.435439118750004 15.285239689500001 14.651182102100002 82.696898122450008 191.72037998490001 244.52697497700004 192.31210988165003 0.093580000000000024 22.584947186600004 209.59843599465003 188.96048214565005 -0.0068649999999999996 19.078733418100004 202.12526968910001 -0.27453499999999997 35.419594101850009 33.423812040500003 76.243484112200022 187.77231677760003 0.13041500000000003 93.399723909900004 43.752965619700007 41.243661560350013 208.68539434980002 16.485385178400005 297.17785921625006 197.20536406400001 196.01988179970002 4.1284891430000012 197.71582798205003
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 7 8 9 13 11 -9 -11 -7 -5 16 17 -16 -19 -17 -20 22 23 26 25 27 -8 -25 -24 -30
right_child=1 -3 -4 5 -6 6 21 10 -10 12 -12 -13 -14 -15 15 19 -18 18 20 -21 -22 -23 28 24 -26 -27 -28 -29 29 -31
leaf_value=0.00025617693232956137 -0.0030566362336266538 0.00023389371328998233 0.0020120437471904604 -0.052832145106252983 -0.0029138069057600569 0.0078615619032945307 -0.0043944071122793884 -0.10004408138154093 0.063584847677389519 0.011936260014990039 -0.10041026790037516 0.099157587471614239 -0.10019399341853744 0.096234690596792585 0.048422917458681138 0.00011296530072181281 0.089285103094609575 0.035543433597161438 -0.055059427899401797 0.0027933600581006293 -0.10008538849921506 0.0018461104896980466 -0.0029789673084520498 0.064327846791641663 0.00013089551437498544 0.0014551473448515132 0.00017408435702948868 0.095399658563886214 -0.00011429662357460346 -0.0014883410898662366
leaf_weight=1.0051744537885117 0.52928131908934162 1.0071192482311344 0.53433496064466979 0.0012949172632045194 0.53223719409717762 0.001891700576227312 0.53281421302886389 0.0012370480177167362 0.012209040080335853 0.0010807749069295797 0.0093274611281231046 0.0013595739338233825 0.0055011684640092068 0.0013218283016364907 0.0040048986790707231 22.307045116320555 0.0052347780592754143 0.0010213730911265984 0.0019733221852220595 0.5293344981600957 0.0029836223870525203 0.51446752433136644 0.52998160595988864 0.022481322590465536 1.5145270748989788 0.51603278217929605 2.0213677764093951 0.01506908404189744 8.5419395312881132 1.5546083346524699
leaf_count=43 129 19 67 109 82 276 78 55 22 60 5 34 475 36 14 1504 20 64 9 37 42 27 190 33 34 199 96 16 115 144
internal_value=-2.7556e-08 -0.000899675 3.39154e-05 7.6141e-06 -0.000841241 4.13796e-05 -0.000165925 -0.0160754 0.0172739 -0.0404479 -0.0776177 0.00425658 -0.0817819 0.0442123 0.00018468 0.000187685 0.0190796 -0.0177333 -0.0620516 0.000175095 -0.0821609 -0.000131682 -0.000198409 0.000398805 0.00185334 0.00656571 -0.000778924 0.0767971 -0.000458183 -0.000325864
internal_weight=42.2583 1.5364 40.7219 40.1875 1.53741 38.6501 15.7972 0.0339286 0.0220045 0.00979547 0.0119241 0.00259662 0.00658194 0.00321353 22.8529 22.8516 0.015218 0.00998322 0.00597832 22.8364 0.00495694 15.7633 15.2488 4.62229 2.06811 0.553583 2.55418 0.0375504 10.6265 10.0965
internal_count=4034 148 3886 3819 125 3694 1895 963 869 847 94 89 535 312 1799 1690 149 129 115 1541 51 932 905 456 282 248 174 49 449 259
is_linear=0
shrinkage=0.1


Tree=524
num_leaves=31
num_cat=0
split_feature=15 21 19 14 7 23 20 2 21 4 22 0 13 15 9 20 8 14 12 9 22 23 22 14 8 3 10 22 20 22
split_gain=0.000108404 0.000511839 0.000171716 0.000284847 0.000203631 0.000898247 0.000418138 0.000381676 0.00011938 0.000766038 0.00109178 0.00418073 0.00135655 0.0033499 0.00170796 0.000600508 0.000480718 0.00035984 0.000103438 0.000256915 9.99706e-05 0.000212102 0.00236853 0.000617033 0.000115282 0.000428475 0.000177972 0.00149 0.00425561 0.00216599
threshold=46.074827201850006 15.285239689500001 14.651182102100002 121.25703220415001 20.861906850000004 0.10184000000000003 44.756878345700009 253.13454704850002 14.894616075700002 127.35214607660002 -0.50001499999999999 91.394134144600017 108.32604345015001 22.662932349550001 205.88909726980003 41.605323437500005 8.543332867800002 234.57881148155005 82.696898122450008 191.72037998490001 0.26941000000000009 -0.50325999999999993 -0.45120499999999997 156.61564208075004 8.7431769115000026 92.249063830050019 61.987779113750001 -0.22094499999999997 39.110279783550006 -0.15447999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -8 9 -6 11 -11 13 14 17 -15 -10 -13 19 -12 21 -20 -23 -24 26 -26 -25 28 -28 -29
right_child=1 -3 -4 4 8 -7 7 -9 16 10 18 12 -14 15 -16 -17 -18 -19 20 -21 -22 22 23 24 25 -27 27 29 -30 -31
leaf_value=0.050120644610879894 -0.0033282356146976041 0.00050101840411038631 0.0018133306334314333 -0.04758083999618936 -0.067171267903210416 0.099449215052375403 0.046938961337025603 -0.029074900372229841 -0.0032526038202860836 -0.10012459314724037 0.00018986615023287132 0.085478013902044681 0.070816300764313 -0.1000295623720272 -0.046090325133848239 -0.01666284693880565 0.00043149198730938984 0.017923714461423438 0.038193467894848107 -0.0025296329369947435 -0.0012986475494127557 0.07993084355859445 0.027433148471960461 -0.00058133422729982737 0.003266978009881156 -3.4459516175932024e-05 -0.057348659363030845 -0.082680346464474572 0.083827154875274049 0.0001246807447872931
leaf_weight=0.0011342218367705872 0.5334445816829988 1.0098991462277238 0.53363984817774124 0.0013439452996250175 0.0016957795342226181 0.0011132450572263475 0.0018606084938970896 0.0010241485649302717 0.54408080562143979 0.0052127283490614939 1.0033788074709793 0.0034322704310127961 0.0025729847529873959 0.0031749008951873492 0.001772783669387934 0.0011871065890325383 1.0147828814420519 0.001023673053119574 0.0014620210127763702 0.53134537965630091 0.51410007708582739 0.0037165355182854345 0.0082547308757331406 3.9929068807110282 0.52991856692005912 1.5227621027020672 0.0031283876181203985 0.003159275098609692 0.0067256610185295607 30.470894879530263
leaf_count=12 162 20 67 412 9 20 95 47 233 85 18 33 10 57 57 17 21 92 24 66 139 11 19 122 51 55 52 182 70 1776
internal_value=1.0866e-07 -0.000822533 3.12949e-05 7.62565e-06 6.2109e-06 0.0195291 -0.00151064 0.0199525 3.61472e-06 3.82529e-05 4.12048e-05 -0.0243276 0.00568747 -0.0101354 0.0369295 -0.0773416 -0.000854346 0.0699586 5.28086e-05 -0.000751667 8.61261e-05 0.000105608 0.000104084 9.59639e-05 8.97864e-05 0.000817837 4.64397e-05 0.000128668 0.0390077 0.000116096
internal_weight=42.2541 1.54334 40.7108 40.1772 40.176 0.00534195 0.0042287 0.00288476 40.1707 38.6118 38.6101 0.0183764 0.0131637 0.0105907 0.00622873 0.00436201 1.55886 0.00445594 38.5918 1.53472 37.057 36.5429 36.5415 36.5378 36.5295 2.05268 34.4768 30.4839 0.00985405 30.4741
internal_count=4034 182 3852 3785 3773 574 554 142 3199 2945 2936 351 266 256 182 74 254 125 2585 84 2501 2362 2338 2327 2308 106 2202 2080 122 1958
is_linear=0
shrinkage=0.1


Tree=525
num_leaves=31
num_cat=0
split_feature=23 6 23 7 19 23 9 15 23 9 9 7 22 9 4 20 23 5 15 21 12 9 20 20 12 18 10 9 19 4
split_gain=0.00010735 0.000260226 0.000135453 0.000445617 0.000483073 0.000160773 0.00011084 0.00213311 0.00364648 0.00218129 0.00115304 0.00114946 0.00219801 0.00165828 0.000478721 0.000374247 0.000269468 0.000228347 0.000455705 0.000381886 0.000187667 0.000287132 0.000215604 0.006583 0.00569308 0.00530968 0.00399528 0.00375429 0.00140049 0.00107355
threshold=0.41214500000000009 15.155354102400002 0.12084500000000002 23.514778597300005 14.151141757350002 0.11334500000000002 203.06170522940002 20.729785921300003 0.096315000000000026 219.96883426190004 202.37225149245003 25.748884604400001 0.059320000000000012 216.0493559571 160.76806275915001 40.159267750750011 0.076835000000000028 21.991679690250006 45.560261772200008 6.7825386038500008 82.696898122450008 190.49354742400001 36.893814626400008 37.445036092900004 90.84682862195001 13.314799198000001 65.611820673600008 190.16588783940003 14.051133688400002 221.59709273005004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 6 10 8 9 11 20 -8 13 15 -9 -13 -16 19 -19 -18 21 -1 24 28 -22 26 -26 29 -24 -27
right_child=1 -3 3 -5 -6 -7 7 14 -10 -11 -12 12 -14 -15 16 -17 17 18 -20 -21 22 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=0.00035149119361082681 -0.0002057746569294171 0.001857863599025578 -0.00016180670278518878 0.00018197828268963964 -0.0045092885840395626 0.0017373168401356527 0.099775142334558586 0.0031521252782462823 -0.10002801929122081 -0.057183834123509795 -0.0047427583997499845 -0.019606396627963072 0.089375563735732147 0.081890472433616315 -0.0021898029877601296 -0.10003161867160373 0.00015564670700935908 0.0035903216861369967 -0.00056154343782028866 -0.002548463362916531 -0.00047671116546536379 -0.0029909394874685809 -0.10026380670293969 2.2539692803956262e-05 0.066037969311027608 0.033707517484921269 -0.087594577734811288 0.08410448215364065 -0.035869576042410277 -0.10020250364426105
leaf_weight=0.50375014730875267 1.5068696621145741 1.0278798415006347 0.50053769942314985 2.0110865456850369 0.52226902217787341 0.5328408196143205 0.0056290690773715957 0.52008529573037954 0.0017623988558383976 0.0016273319756177082 0.53165919788653582 0.0010079557251216897 0.0041524122353067128 0.001120731749502113 0.5128921978922002 0.0013582910270133475 9.5935525512858106 0.5385793642931993 0.51921951065835259 0.55232586712315956 0.50259313375836578 0.52473411012239524 0.0071188927521771417 21.791090849194177 0.0027197456452219123 0.0010019964868810396 0.0044825065417883891 0.019506665133093293 0.0064262654923368245 0.0014873694419929168
leaf_count=36 51 36 7 43 35 79 9 61 39 78 48 41 20 19 74 88 379 133 57 160 20 37 34 2047 134 26 10 52 9 172
internal_value=1.04973e-07 0.000631062 -4.01633e-05 -0.000682317 -0.00238173 1.29469e-05 -1.24699e-05 0.000232063 0.035992 0.0520853 -0.000137857 0.0654867 0.0402214 -0.018313 0.000183381 -0.0657727 5.1602e-05 0.000154211 0.00155238 8.43915e-06 -3.30747e-05 -0.00135382 2.77393e-05 -2.07805e-05 0.00201716 0.0449443 -0.0295792 0.0693459 -0.0697131 -0.0463023
internal_weight=42.2514 2.53475 39.7166 3.03389 1.02281 36.6827 36.1499 12.2533 0.0166582 0.0148958 23.8966 0.0132685 0.00763939 0.00348698 12.2367 0.00236625 11.7166 11.2037 1.0578 10.1459 23.3649 1.02848 22.3364 21.8046 0.531791 0.0291983 0.00720225 0.021996 0.0135452 0.00248937
internal_count=4034 87 3947 85 42 3862 3783 1158 294 255 2625 177 168 148 864 129 803 729 190 539 2577 73 2504 2090 414 394 144 250 43 198
is_linear=0
shrinkage=0.1


Tree=526
num_leaves=31
num_cat=0
split_feature=5 23 17 18 20 23 18 8 15 7 7 22 2 7 17 17 17 22 22 22 22 21 9 8 17 9 4 7 19 20
split_gain=0.000105351 0.000425615 0.000362978 0.000245028 0.000234286 0.00145205 0.000168207 0.000118901 0.000113951 0.00190042 0.00297775 0.000501478 0.000653013 0.000690989 0.000654378 0.000941757 0.000489352 0.000488159 0.00137773 0.000169347 0.000378357 0.000945165 0.000541506 0.000317625 0.000971653 0.000286218 0.0153473 0.000221212 0.000213566 0.000211568
threshold=23.730745871350006 0.11082500000000002 199.03437346465003 13.3584252364 32.724174661450007 0.088555000000000023 13.276755824150003 8.4434108459500017 37.870720399650004 22.061824394000002 21.147833206800005 0.0041150000000000015 143.46490108225001 23.109894804950002 188.95754880325003 190.25644477395002 177.64087306825002 -0.08786999999999999 -0.0068649999999999996 -0.099639999999999992 -0.059424999999999999 3.4465547941500003 206.22988073345002 8.543332867800002 200.11066131620001 193.67618212375001 190.48163336430002 25.115444054700003 13.151061067750001 42.753078181500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 5 -1 7 -2 9 10 16 12 -10 14 -14 -16 -6 -15 -19 25 21 -21 27 -22 -25 26 -11 29 -27 -23
right_child=1 -3 -4 -5 8 -7 -8 -9 11 19 -12 -13 13 17 15 -17 -18 18 -20 20 23 22 -24 24 -26 28 -28 -29 -30 -31
leaf_value=0.055580608705775129 -0.00013960362492131586 -0.0031548859245891982 0.0023311833031789816 -0.0024919928158411309 -0.015752376196413096 -0.10003517180044375 0.00089456515180173996 -0.0020094064228744707 0.0026722453707123694 0.098591503146766804 -0.096312503765691865 0.0032034509130247184 8.8765262719480578e-05 9.504899328200892e-07 -0.00037145145571017442 -0.0064237805260384312 0.069167826325338563 0.0057276945736138181 -0.0014382791494247709 -0.0047427653135162185 7.4181666196473929e-06 -9.6281357205099913e-05 -0.0034686438669154357 0.0047741038249884188 -0.001315539858548011 0.0021149049002560784 -0.00032823284500939983 0.0011963185088940342 -3.9932224988413787e-05 -0.001710763588680241
leaf_weight=0.0010777018116335272 1.008659880024261 0.52000039690220479 0.52668718573044015 0.51857166577490854 0.0011788463511351868 0.0013516633881534533 1.009908117749404 0.51308709719677015 0.93465491713311344 0.016182858568353109 0.0049334739381071691 0.57927007225273364 1.0190021718153714 5.0200689441001005 0.49958576674907795 0.52967367334599658 0.0015990167049017012 0.56879297723867017 0.50784134055721109 0.54716768861803977 15.665122791420854 4.0474778621970691 0.53484673081236156 0.53740390351390377 0.51130850326990185 0.52834728154615973 0.50917047922954572 1.0167403043024865 3.5525149997354504 1.0152812875700759
leaf_count=87 488 39 61 105 131 48 23 97 94 47 92 63 24 59 8 38 27 108 14 218 735 100 142 53 27 240 493 97 233 43
internal_value=2.03691e-07 -0.000481679 -9.3057e-05 -0.000511654 5.19521e-05 -0.0310017 -0.000106011 -0.000770045 5.39297e-05 -4.67043e-05 -0.0496833 0.000350754 0.000168754 -0.000118527 -0.00170761 -0.00348608 0.0331301 0.000415344 0.00234755 -3.32652e-05 -0.000140369 -0.00074852 -0.000418099 0.000120211 0.00180505 0.000521884 0.00271887 -0.000149726 0.000239054 -0.000420048
internal_weight=42.2475 4.09691 3.57691 3.05023 38.1506 0.00242937 2.53166 1.52175 38.1482 28.4893 0.00771134 9.65889 9.07962 8.14496 2.04826 1.02926 0.00277786 6.0967 1.07663 28.4816 23.8753 7.16151 6.61435 16.7138 1.04871 4.60622 0.525353 6.0795 4.08086 5.06276
internal_count=4034 813 774 713 3221 135 608 585 3086 2678 250 408 345 251 70 46 158 181 122 2428 1415 600 382 815 80 1013 540 240 473 143
is_linear=0
shrinkage=0.1


Tree=527
num_leaves=31
num_cat=0
split_feature=23 6 3 20 22 17 9 18 13 18 5 9 9 9 5 9 17 22 23 15 23 7 23 6 20 15 9 17 18 23
split_gain=0.000152257 0.000326248 0.000121975 0.000986047 0.0132351 0.0154818 0.00984414 0.00808443 0.00365534 0.00695489 0.000259144 0.000247795 0.000231365 0.000282708 0.000483924 0.00083616 0.000422267 0.000280984 0.000727127 0.000212387 0.00162484 0.00126888 0.000537191 0.000292002 0.000526343 0.000169812 0.00048925 0.000199421 0.00103605 0.000120268
threshold=0.41214500000000009 15.155354102400002 93.281431752200021 41.770271989050009 -0.097294999999999993 189.95176274255002 197.55459634620004 13.012604996900002 117.56896250265002 13.077716774800001 24.453399453300005 192.57902085675002 194.56033515110002 187.11236276785004 24.107645372150007 194.45262321395003 187.61467154115005 -0.086139999999999994 -1.0000000180025095e-35 37.870720399650004 0.09450500000000002 22.156669449150005 0.092465000000000033 16.525386113000007 40.467253020850002 42.246988155050012 205.22231928645002 193.70011821090003 13.946975448150001 0.087905000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 19 10 -5 6 7 -6 9 -9 12 -12 13 16 15 -15 -4 -14 -19 21 25 22 -1 -23 -25 27 -27 -21 -29 -30
right_child=1 -3 3 4 5 -7 -8 8 -10 -11 11 -13 17 14 -16 -17 -18 18 -20 20 -22 23 -24 24 -26 26 -28 28 29 -31
leaf_value=-0.011977541428540996 -0.00018590622074250298 0.0021234613162820402 -0.00034265336157086646 0.00088697468347480627 -0.091346988647554903 -0.10033213631965705 -0.10029478723992667 0.085467984199508407 0.090903726061109691 -0.10005821553060666 -1.7087231015087767e-05 -0.0031288828200782253 0.00012156194466776204 -0.0055105483395094679 0.00034208795441511913 4.9328882419995621e-05 0.0028922096149094269 -0.00064568479692349648 0.0046554910999942432 -0.00018995907277033505 0.0055850045036448057 -1.2307287575193317e-06 -0.10008406613530713 0.00056298875146872345 -0.0039540773232065026 -0.0033218663712150987 0.00023141825562273278 0.0049095910695259141 0.00054470595740736859 -0.0016313089984088234
leaf_weight=0.0011281795298921085 1.5070677211315762 1.0296971235657109 1.8713930151643174 0.51685022452844087 0.0045168974515268348 0.029578516844417813 0.0075790850902919251 0.0046467123349422934 0.01231052746877026 0.0035752974305964802 0.50321594715715601 0.52068272160022389 2.5138181228880971 0.5362534744126608 1.0042066544265251 0.545810014475137 0.51446410597418424 0.50345747650135331 0.53231200998274586 2.0138997695394205 0.58577905876563807 22.873031280850959 0.0017899323337605411 0.51020143196637835 0.52177794022463786 0.52121876427190761 1.5104153769320872 0.52889681479427952 0.50576714661110578 0.51023142734806015
leaf_count=148 51 36 63 251 120 112 41 17 16 30 258 54 42 35 10 5 30 5 41 22 81 2322 14 29 25 36 47 29 22 42
internal_value=3.81177e-07 0.000751488 -4.76027e-05 -0.000357465 -0.00435796 -0.0479358 -0.000437275 0.0297761 0.0564217 0.0047929 -0.000101372 -0.00159953 8.9854e-05 -0.000388607 -0.00123886 -0.00270606 0.000354882 0.000692667 0.00207874 5.153e-05 0.000574293 -8.3517e-05 -0.066021 -7.5468e-05 -0.00172088 4.92585e-05 -0.000680182 0.000465679 0.00132036 -0.000548082
internal_weight=42.2456 2.53676 39.7088 9.62467 0.579057 0.062207 0.0326285 0.0250494 0.0205325 0.00822201 9.04561 1.0239 8.02171 4.47213 2.08627 1.08206 2.38586 3.54959 1.03577 30.0841 6.17621 23.9079 0.00291811 23.905 1.03198 5.59043 2.03163 3.5588 1.5449 1.016
internal_count=4034 87 3947 1130 587 336 224 183 63 47 543 312 231 143 50 40 93 88 46 2817 279 2538 162 2376 54 198 83 115 93 64
is_linear=0
shrinkage=0.1


Tree=528
num_leaves=31
num_cat=0
split_feature=23 6 3 20 12 22 2 17 0 21 14 9 6 15 14 6 5 20 6 20 16 10 18 23 10 22 15 15 10 7
split_gain=0.000123527 0.000264777 0.000112857 0.000317793 0.0100956 0.00640396 0.00536792 0.00358144 0.000450813 0.000253037 0.000537988 0.000184249 0.000324033 0.000172248 0.000244257 0.00262212 0.00687082 0.00426174 0.002832 0.00267514 0.00473875 0.00162208 0.00157788 0.000740454 0.000689937 0.000369998 0.000282094 0.000565492 0.000184518 0.000216064
threshold=0.41214500000000009 15.155354102400002 93.499196860750018 41.674196414850009 123.47238069670001 -0.032369999999999996 160.64656314035003 182.20563699335005 76.451683855550016 14.70115454445 128.57956104760004 194.56033515110002 16.525386113000007 45.169600924000008 300.92746350285006 16.325381439950004 21.336111252450003 41.571132012400007 13.835323260100003 42.233786329550007 22.604947139800004 76.279622535200005 17.788349580800006 0.085495000000000029 81.188747081400024 -0.039434999999999998 43.401366108000012 41.800301886400014 61.993156030000002 23.445318439400001
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -5 7 -7 8 -6 10 -1 12 -4 14 26 16 17 21 23 20 -18 25 -23 -19 -24 -16 27 28 -12 -30
right_child=1 -3 3 4 5 6 -8 -9 -10 -11 13 -13 -14 -15 15 -17 19 18 -20 -21 -22 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.07332005239927121 -0.00016729824126881317 0.0019139903200844752 -0.0029566480064437115 0.00048251253812168929 -0.0082678855663428016 0.089256926625012084 -0.10006586712566562 -0.10024422511974203 0.078835409233366335 0.0021764461425262246 -0.000778269808789529 0.00035779944067791734 -0.00029325331258595467 -0.0017849220429674976 0.036973509980114415 0.00059310306830738903 -0.10005975499449114 0.065224594024287749 -0.10020063858698372 0.094102024875842336 0.10001129404235712 -0.10003113362644361 0.095483852143331396 -0.032743579471883 -0.017416170049625243 0.096426015048906563 -0.0023394199454667285 0.003262007908831781 0.00066725605908152404 -8.5453511156249675e-05
leaf_weight=0.001000750156918139 1.5072534388420415 1.0282316838133736 0.54135103715048272 0.51940533885415674 0.0014232544321065568 0.0044419579473026207 0.0022593649957305395 0.019751261953011356 0.0010200538519313795 0.54268713146212277 3.0264352124105569 3.0352880031483664 2.924392596522952 0.53097029982768518 0.0016070712432849632 1.0156242645571181 0.0022158898839350618 0.0015521169131887114 0.0063653763327948809 0.013416899958576256 0.0025418244113097899 0.0013363911622186475 0.0010657949578671833 0.0015339349185723716 0.0010998580908991758 0.0030025174577294859 0.51566139255009957 0.52838619941394327 4.6205021033339078 21.835295590196715
leaf_count=5 51 36 68 161 100 67 72 144 26 237 25 108 291 61 26 51 20 218 44 34 27 69 16 73 135 32 14 33 426 1364
internal_value=2.23709e-08 0.00067674 -4.31952e-05 -0.000406058 -0.00271802 -0.0602477 0.0254264 -0.0861157 0.0280968 3.51436e-05 -1.04673e-06 -0.000211066 -0.000709277 1.23845e-06 3.12723e-05 0.0015299 0.0281527 -0.0164513 -0.0620864 0.0712558 0.00682886 0.0367213 -0.0145829 0.0165291 0.0381459 0.0756987 -2.03424e-05 1.95055e-05 -3.86072e-05 4.60071e-05
internal_weight=42.2371 2.53549 39.7016 7.04933 0.548301 0.0288959 0.00670132 0.0221946 0.00244331 32.6523 32.1096 6.50103 3.46574 32.1086 31.5776 1.05136 0.0357377 0.0175631 0.00945143 0.0181746 0.00475771 0.00811163 0.00350204 0.00308605 0.00216565 0.00460959 30.5263 30.0106 29.4822 26.4558
internal_count=4034 87 3947 1037 570 409 139 270 126 2910 2673 467 359 2668 2607 745 694 613 335 81 47 278 220 291 151 58 1862 1848 1815 1790
is_linear=0
shrinkage=0.1


Tree=529
num_leaves=31
num_cat=0
split_feature=12 9 18 21 12 2 23 8 4 20 20 18 20 13 3 20 5 7 18 18 17 17 5 18 13 18 20 20 23 6
split_gain=0.000112396 0.000389037 0.000176681 0.000292261 0.000127447 0.00167629 0.000256063 0.000101789 0.00172751 0.000532584 0.000399948 0.00023563 0.000347953 0.000157537 0.000130627 0.000509904 0.0044089 0.00497855 0.00571056 0.00656259 0.00407492 0.00260456 0.00585687 0.00123143 0.000299523 0.0002045 0.00137743 0.00195005 0.0012835 0.0046794
threshold=82.696898122450008 191.72037998490001 11.928667296000002 9.7017357045000008 86.968866757150025 63.19085977000001 0.08481000000000001 8.7431769115000026 157.07313959035005 40.00488309970001 32.724174661450007 14.164583421250002 41.646178195200001 117.64961624655002 93.281431752200021 41.942745071500006 21.043187000650004 23.085048345000001 13.258241318650002 13.036600629150001 187.51563899930002 190.38166638035003 21.850554661550003 12.867440043550003 117.51519334005 13.893471991850001 33.41579758040001 34.466665687600006 -0.094699999999999993 14.905348261050003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 -6 -4 8 -7 -9 -10 12 13 -11 25 24 -17 18 19 20 23 -20 -23 -18 -16 -12 -27 -28 29 -29
right_child=2 -3 4 -5 5 7 -8 9 10 11 14 -13 -14 -15 15 16 17 -19 21 -21 -22 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.00031776562498320946 0.051421694323472392 -0.0030263053453131101 0.0027030976895513707 -0.013275515847664305 -0.10010052896062566 0.044592628797614733 -0.00046343888741344767 0.0034103065913697996 -0.047269351686161323 -0.00092448059354997272 0.00033812145601075692 0.0017331954318295891 -0.0028710192953127203 0.0015664841839955581 0.0021520764500925038 -0.00072981126112350956 0.01521238603096991 -0.10022386695736048 0.09912049727205266 -0.098429058497400662 0.059156001842706835 0.096464796216004234 -0.10007431524674533 -0.10006446445472206 -0.00033556589395461396 0.06817017962122765 -0.10009206563859629 -0.083280262274112435 -0.00018068058364197504 0.10001069780074141
leaf_weight=1.005323874401127 0.0016960390599639599 0.53197753791675939 0.51493662271607776 0.001186832234353119 0.0016728008790768403 0.0086712647389423081 0.50663005754891743 0.53855160832230931 0.0017934401613491904 0.50616236552264149 13.707017112550142 0.51117690742466937 0.5125773350981272 0.50941268734959522 0.51513681948189116 0.50114397568087155 0.0013306764829295048 0.009027254805643814 0.0047121637954307127 0.011398870943423844 0.0066434737265126387 0.003089955855102744 0.00297709450885697 0.0030522231612888362 8.0102902000286331 0.0029458809983403658 0.0019546430615829937 0.0059989407033488318 14.290726011823399 0.0018140582833439112
leaf_count=43 142 88 21 63 22 10 24 73 186 14 388 19 79 29 197 14 99 59 7 73 16 4 36 23 140 22 39 191 1906 7
internal_value=-8.54555e-08 -0.000839438 3.16231e-05 0.0247869 2.98692e-05 1.46892e-06 0.0011327 5.69026e-06 -3.65413e-05 0.000613304 -4.69777e-05 -0.000125335 -0.000747026 0.000324988 -4.46936e-05 -0.000374558 -0.0033447 -0.0343744 -0.0164719 -0.0452238 0.00977883 0.0433439 2.32844e-05 -0.0650657 -0.000185254 6.2105e-05 -0.000202402 -0.000216487 -0.000202834 -0.0407229
internal_weight=42.231 1.5373 40.6937 0.00288287 40.6908 39.6693 1.02157 39.6676 37.0897 2.57788 37.0811 2.03933 1.52815 1.01558 37.0793 9.0688 0.543376 0.0422317 0.0332045 0.0224252 0.0110264 0.0107792 0.00606705 0.0043829 8.52543 28.0105 14.3034 14.3005 14.2985 0.007813
internal_count=4034 131 3903 205 3698 3653 45 3631 3417 214 3407 141 122 43 3221 668 331 317 258 211 138 47 40 122 337 2553 2165 2143 2104 198
is_linear=0
shrinkage=0.1


Tree=530
num_leaves=31
num_cat=0
split_feature=8 20 23 8 5 12 19 22 23 10 4 20 20 7 23 21 19 0 2 22 23 10 9 21 6 5 0 21 23 6
split_gain=0.000110913 0.000247634 0.00121996 0.000139407 0.000199685 0.00011695 0.000110957 0.000590409 0.000128495 0.00112261 0.000131506 0.00143072 0.000344821 0.000301825 0.0008326 0.000623125 0.00510053 0.00147074 0.000235932 0.000277307 0.000356208 0.000393139 0.000302975 0.000254265 0.000865891 0.000308738 0.000259872 0.000261974 0.00033683 0.000223994
threshold=8.8430989333000021 32.724174661450007 0.088555000000000023 8.7431769115000026 21.991679690250006 63.174563425750001 14.651182102100002 -0.097294999999999993 -0.27628999999999998 61.93938686740001 244.52697497700004 33.151194885250007 33.96174662340001 23.109894804950002 0.10932000000000001 0.17201659740000003 13.751109481500002 97.674372337300014 150.25049527555004 -0.101395 0.09013000000000003 69.873026810350026 189.46063690070002 2.0502020052500005 14.745344522600002 22.649179082500002 85.963448721100022 8.9626214023500008 0.11379500000000002 16.515385879350003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 8 -8 9 -7 11 -10 -13 14 -12 16 17 -15 19 20 21 22 -14 24 -21 26 -25 -28 -29 -17
right_child=-2 3 -4 4 -6 6 7 -9 10 -11 13 12 18 15 -16 29 -18 -19 -20 23 -22 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=0.0426333246141333 -0.0014150367611130634 0.018545861159580328 -0.10002932918791792 0.0018113002183323609 5.8239302202232696e-06 0.032586891231229674 -0.0014465475800642239 0.0033463190825638173 0.088852760595389546 -0.10001959316744312 -0.0048144585904434326 -0.036196525622512618 4.0360010532695253e-05 -0.10009251230066772 7.9222530711254275e-05 -7.9955806598344397e-06 0.087496513373356719 0.017033299095084255 0.002180357541329963 -0.0045839336124093603 0.0032774465133889397 -0.00099422035180545313 0.0034735788925096232 -0.0021768304534777174 -0.00013610419081072501 0.0024679959081327458 0.00020109089647230447 -0.0031868053583350531 -8.9132064848598943e-05 -0.0012919428464322844
leaf_weight=0.0011445187272952932 0.54697058630136197 0.0033902344384973962 0.0012585280255499008 1.0303276877466481 1.5108459124310796 0.0015468397454104213 0.50415355252334848 0.52431004890334409 0.0018160763525497661 0.0010870602840896137 0.53087422742662882 0.0026183934493272379 0.50591678916344618 0.0027706678879253974 1.0074340922798612 12.206074153154761 0.0056960955207614461 0.0017487500431732708 0.52989325277136501 0.53354679937982341 0.54982836244809608 1.0081501626341058 0.52251928180339746 0.53428031535077458 2.4362277548817417 0.51973626514866467 14.127102806740401 0.53928399034807561 1.0055479074330831 1.5289575940097382
leaf_count=143 201 13 54 31 34 92 7 36 8 53 300 23 196 34 24 1245 26 94 57 102 165 263 42 65 83 87 388 111 15 42
internal_value=-2.92557e-07 1.82741e-05 -0.0320822 2.01251e-05 0.000737861 -2.64806e-05 -2.80897e-05 0.000996853 -5.57548e-05 -0.0221423 -5.4228e-05 9.78259e-05 9.07609e-05 -0.000281226 -0.0016096 -0.00013256 0.024556 -0.0547717 9.4926e-05 4.53322e-05 0.00101884 0.00040907 0.00178468 -8.25074e-05 -0.000935197 6.88918e-05 -8.04787e-06 6.58893e-05 -0.0011705 -0.000150922
internal_weight=42.2251 41.6781 0.00240305 41.6757 2.54117 39.1345 39.1311 1.02846 38.1027 0.0026339 38.1 22.8165 22.8147 15.2836 1.53831 13.7452 0.0102155 0.00451942 22.812 22.2821 2.58641 2.03659 1.02844 19.6957 2.96977 16.726 16.2062 15.6719 1.54483 13.735
internal_count=4034 3833 197 3636 65 3571 3558 43 3515 145 3370 1605 1597 1765 324 1441 154 128 1574 1517 666 501 238 851 185 666 579 514 126 1287
is_linear=0
shrinkage=0.1


Tree=531
num_leaves=31
num_cat=0
split_feature=12 9 18 21 22 22 6 22 2 21 22 12 19 13 0 23 17 23 9 6 21 16 19 4 12 6 7 15 20 3
split_gain=0.000106743 0.000351593 0.000134975 0.000255681 0.000135305 0.000939412 0.00177256 0.000651377 0.000956579 0.000454105 0.00354722 0.00229527 0.00456494 0.00158174 0.00134713 0.00126189 0.0011507 0.000280785 0.000221038 0.000630747 0.000317016 0.000313137 0.000230006 0.000169684 0.00278953 0.00017008 0.00349442 0.00494441 0.00226803 0.00102591
threshold=82.696898122450008 191.72037998490001 11.928667296000002 9.7017357045000008 -0.06483499999999999 -0.053159999999999992 14.865347326450001 -0.041369999999999997 76.243484112200022 0.17201659740000003 -0.096529999999999991 93.660658182900008 14.451165964200003 108.32604345015001 88.606203063300015 0.08481000000000001 193.31651039250002 0.08729000000000002 190.49354742400001 16.515385879350003 11.702496363450001 22.644947046300004 14.551174033150001 157.07313959035005 94.328280857900012 16.265380038000004 22.938075114600004 38.992510055900006 47.709122305950011 92.324340657750014
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 6 -6 8 -7 10 13 12 17 16 -15 -12 -4 -11 20 21 -9 22 -20 -13 -25 26 27 28 -26 -27
right_child=2 -3 4 -5 5 7 -8 18 -10 11 15 23 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24 24 25 29 -28 -29 -30 -31
leaf_value=0.00028241260885412083 0.047232017181810936 -0.002896169200767748 0.046356723402545139 -0.013572007206025359 -0.0011669070277516658 0.0007499891565099729 0.006984065925584807 0.0033570462081001862 -0.0053333170965184267 -0.056646892494913476 0.030677653378367992 -0.027678846679246978 0.062784896182427205 -0.0095518799583787645 0.093861157921116531 -0.088862988556640335 -0.10002338385766008 -0.10008613385478665 6.9609574068608612e-05 -0.0031189741385118331 -0.00014730516378189671 0.0026319706553248117 0.0022087906054469022 0.066495803036507733 -0.099437863620663647 0.0042962079477113536 -0.0004745238357471938 0.03352738167172592 0.034773765416711747 -0.00011695852627687375
leaf_weight=1.0050415496334668 0.0016547042043705265 0.53230533268218483 0.0011084546632318983 0.0011881367575892199 0.50837249556101827 0.50299871584866707 0.56145260195691549 0.52348263029499797 0.53175476621185691 0.0020533377570989553 0.001213509707147298 0.002233761275422518 0.0027411289411247708 0.0015881110614826 0.0060909909698239062 0.0032428383387924087 0.0010417302796259381 0.0054047727647598964 12.643120253795434 0.57899054401219707 0.50929615664553896 0.53080480278549735 0.52343308223722651 0.0062850667777664118 0.010129412804870341 0.54357598033675714 5.652602106921047 0.0053470031007236676 0.0014378550453971748 17.023418525604452
leaf_count=43 142 88 84 63 28 3 75 364 45 31 26 3 6 168 14 52 60 41 491 80 83 51 24 3 154 82 1148 14 56 512
internal_value=-2.14056e-07 -0.000818169 3.06929e-05 0.0218196 2.91703e-05 0.000239983 0.00311079 5.20686e-05 -0.00237619 -0.000128591 0.017695 -0.00013954 -0.0475679 0.0512474 0.0724744 -0.0563108 -0.0245621 -0.0881266 0.000216196 0.000113996 0.00162894 0.000250654 0.000154652 -0.00011873 -0.000116082 -0.000134099 -0.000610329 -0.0459953 -0.0827549 1.95982e-05
internal_weight=42.2234 1.53735 40.6861 0.00284284 40.6832 17.4137 1.06983 16.3439 1.03475 23.2695 0.0142856 23.2552 0.0101992 0.00982929 0.0076791 0.00445635 0.00215018 0.00745811 15.3091 14.2763 1.03278 13.6974 13.1666 23.245 23.2428 23.2365 5.66952 0.0169143 0.0115673 17.567
internal_count=4034 131 3903 205 3698 1244 103 1141 48 2454 404 2050 78 326 182 78 144 72 1093 646 447 566 515 1972 1969 1966 1372 224 210 594
is_linear=0
shrinkage=0.1


Tree=532
num_leaves=31
num_cat=0
split_feature=5 4 9 15 23 8 16 23 19 22 20 13 10 10 22 17 0 15 10 8 2 20 7 23 7 23 10 20 15 7
split_gain=0.000108219 0.00044605 0.000946443 0.000161122 0.000110403 0.000812529 0.000108074 0.000102352 0.000101318 0.000374661 0.0042724 0.00269667 0.00371043 0.00194936 0.00312468 0.00163566 0.00134217 0.00134193 0.000736017 0.000717562 0.000325245 0.000285372 0.000415765 0.00014161 0.00328854 0.000381578 0.0011471 0.000915708 0.000347913 0.000292825
threshold=23.730745871350006 313.22340827140005 193.67618212375001 46.683480308100009 0.13041500000000003 8.4434108459500017 22.614947116400003 0.094375000000000028 14.551174033150001 -0.14429 39.577821550850011 104.08096806215002 62.084563606450011 67.300172379550006 -0.58559499999999998 186.38090997870003 94.354126546200021 21.092276343250003 78.728807892050014 8.1436447804000007 181.73369492375005 39.420767558750008 23.478650568600006 0.091290000000000024 22.105125139000005 0.088435000000000027 62.272755675600003 34.19870408380001 41.492094664050008 24.225158517200004
decision_type=2 2 2 2 2 2 2 2 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 8 -6 7 -5 9 10 15 17 -13 -14 -15 -1 -16 18 -12 -17 21 -10 -23 24 -11 27 -27 -26 -25 -28
right_child=1 3 -4 6 5 -7 -8 -9 20 23 11 12 13 14 16 19 -18 -19 -20 -21 -22 22 -24 28 25 26 29 -29 -30 -31
leaf_value=0.024539466627570432 -0.00023914480203479313 0.0020827313005953572 -0.0051013163068397375 -0.00037134438594832767 -0.00022929459752627196 0.0041668209626612562 -0.0011464950893369952 0.0016408457497401462 0.00080275055674849645 -0.08809466766884172 0.055252336901377055 -0.064373048954113568 0.099340039965889165 0.085632438648076736 0.0308064333468634 -0.0096772047135046529 -0.089676045035770036 -0.083093281382700723 -0.048574657482133077 -0.099536342748422171 0.0016465701944833183 -0.0041023411586816752 -0.00064990857013270769 0.0001642488419511845 0.066241986307678913 -0.0053523547519594497 0.0018999348946573933 5.6560724670611733e-05 0.0022152561694729197 -0.00085344657128696229
leaf_weight=0.0019327386061835016 1.5091301317191046 0.51769264117051594 0.54489544348060182 0.50348546268386651 2.0139984180946366 0.53136218245595035 0.51003385196639239 0.50769223384600082 0.55114545536343929 0.004247623333429539 0.001797396920000304 0.002540068440794129 0.0084164212951094441 0.0047071380080296876 0.0016503158335900991 0.0011039871911338803 0.0021026355500453064 0.0026044729119391041 0.0011009739852229777 0.004556151036325673 0.51930530111712858 0.53446603610495902 1.0042072819105667 11.221786821222498 0.0020906528223524337 0.53609906253434036 0.51788834030525022 18.245301491766742 0.89286282273155926 1.5196727767632308
leaf_count=96 477 101 162 33 75 36 33 7 18 69 91 4 85 16 25 104 25 128 264 40 32 82 11 578 54 33 29 1121 51 154
internal_value=-2.58106e-07 -0.000488902 -0.00152899 0.000558899 5.21979e-05 0.000688426 4.03145e-05 0.000638936 6.68474e-06 5.41529e-05 0.0107837 0.0307937 0.0483063 0.0652656 0.031367 -0.054888 -0.0366953 -0.0309991 0.0158127 -0.0820097 -0.000593188 -0.00114975 -0.00184913 4.35626e-05 -0.000114579 -9.66301e-05 -0.00123653 6.41438e-05 0.00031541 -0.000153618
internal_weight=42.2199 4.09293 2.05403 2.0389 38.1269 2.54536 1.52121 1.01118 35.5816 32.9725 0.0325123 0.0249194 0.0194166 0.0168765 0.00846009 0.00759288 0.00375295 0.00550284 0.00289837 0.00566014 2.60912 2.08982 1.53867 32.9399 20.8253 20.8211 2.57366 18.2474 12.1146 2.03756
internal_count=4034 813 639 174 3221 111 73 40 3110 2967 878 638 155 151 66 240 50 483 355 144 143 111 93 2089 1460 1391 216 1175 629 183
is_linear=0
shrinkage=0.1


Tree=533
num_leaves=31
num_cat=0
split_feature=23 6 23 7 18 3 23 17 15 17 4 12 18 5 23 14 14 15 9 19 18 5 10 17 2 19 23 15 18 17
split_gain=0.000105453 0.000231691 0.000141289 0.000842861 0.00038591 0.000344194 0.000153144 0.00111456 0.00324942 0.000950046 0.000506968 0.00159702 0.000846619 0.000459891 0.000408262 0.000446344 0.000345595 0.00750276 0.00537984 0.00451388 0.000682467 0.0101611 0.00489689 0.000268414 0.00125335 0.000263053 0.000220091 0.000175777 0.00456076 0.00072675
threshold=0.41214500000000009 15.155354102400002 0.10507500000000002 22.977992916200005 13.975517741000003 93.216908757050007 0.096315000000000026 168.59667799010003 26.912781836550003 168.97717400795003 127.35214607660002 63.174563425750001 12.305297263050003 23.700766800900002 0.094725000000000018 143.06733454090002 192.04981134545002 41.800301886400014 193.24048816455004 14.351157895250003 14.656441317600001 21.043187000650004 62.165217350350012 176.08408741720004 115.72920527990001 14.351157895250003 0.09450500000000002 20.729785921300003 16.119790806350004 185.45496942040003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 5 -5 7 8 -1 -9 -11 -12 25 -10 15 -14 -8 20 -19 -20 21 -18 -23 24 -17 -13 27 28 -25 -30
right_child=1 -3 3 4 -6 -7 16 9 13 10 11 12 14 -15 -16 23 17 18 19 -21 -22 22 -24 26 -26 -27 -28 -29 29 -31
leaf_value=-0.092643484084062033 -0.00016413396205982924 0.0017833605875248997 -0.0042412620651609062 0.00097978586496589616 -0.0026571019006884468 -0.00067054580981146792 0.00023904494377852416 0.085601580913929776 0.10001625736614346 -0.055668009916310705 0.10004047113697115 -0.029342406349327801 0.048298808486199829 0.010931247565565029 -0.0028200503865168196 0.083943947407439989 0.071081764540888256 -0.014371980251795253 0.099654021150503175 0.025141657790582462 -0.0013629034018032516 0.01489088680086802 -0.071656526622090488 0.00015035111830088749 -0.047822577892759344 -0.10003181316006232 0.0020648939528557422 -6.3928485763092472e-05 -0.014957733086751999 0.062066869177248352
leaf_weight=0.0042913848121938205 1.5071978461656024 1.0272264774889661 0.54339484799777871 2.529899331566412 0.53997942035589286 2.5251049706942013 3.9336139185175796 0.0012954219530517666 0.001128179908846505 0.0016381107307051881 0.00159451719081971 0.0010924694623629652 0.0019143776328459641 0.0011915052293787198 0.51737307949613054 0.0017631025045413687 0.01732487968519103 0.01222101163671141 0.016729307694731688 0.015816537068531034 0.51513698287661447 0.013297600380781205 0.012859730692753146 0.50151997355330069 0.0012223439969660799 0.001015993852149677 0.51090830779865726 27.443968849310778 0.0013417169524289558 0.014078227062428401
leaf_count=532 51 36 100 36 169 33 82 35 4 12 3 63 8 47 66 53 38 18 14 30 141 21 19 172 138 12 12 1530 101 458
internal_value=-1.77918e-07 0.000625204 -4.01193e-05 -0.000481218 -0.000116036 0.000155403 4.05987e-05 -4.39041e-05 -0.0410989 -3.45452e-05 -3.83706e-05 -3.5228e-05 -4.07312e-05 0.0542578 -3.61233e-05 1.44558e-05 0.000580868 0.00280929 0.0421999 0.0634427 -0.000347409 0.0116832 -0.0276584 1.12097e-05 0.0299942 -0.0634051 8.06575e-06 -2.95171e-05 0.00179736 0.0553648
internal_weight=42.2171 2.53442 39.6827 6.13838 5.59498 5.055 33.5443 29.0073 0.00661107 29.0007 28.9994 28.9978 28.9962 0.00231969 28.9941 28.4767 4.537 0.603386 0.0447669 0.0325458 0.558619 0.0434822 0.0261573 28.4748 0.00298545 0.00210846 28.4718 27.9609 0.51694 0.0154199
internal_count=4034 87 3947 338 238 69 3609 3246 583 2663 2628 2616 2613 51 2538 2472 363 281 62 44 219 78 40 2464 191 75 2273 2261 731 559
is_linear=0
shrinkage=0.1


Tree=534
num_leaves=31
num_cat=0
split_feature=5 23 17 23 15 8 6 20 15 7 7 10 2 2 19 15 15 21 20 9 16 20 13 7 3 20 21 13 0 0
split_gain=0.000100616 0.000427931 0.000317394 0.000285126 0.00594378 0.00636872 0.000535977 0.000173964 0.000159722 0.00138415 0.00261581 0.0007039 0.000407357 0.00020837 0.000140709 0.000185204 0.00041028 0.000503741 0.00034196 0.000499839 0.000323907 0.000420295 0.000160773 0.00404123 0.000210745 0.00102794 0.000153828 0.000483532 0.0136191 0.000504134
threshold=23.545618314050007 0.11082500000000002 199.03437346465003 0.09180000000000002 43.890399822900008 8.3434888241000014 16.535386346650004 32.724174661450007 41.492094664050008 22.061824394000002 21.147833206800005 62.041548276350007 41.467794892200004 163.32842070695003 14.651182102100002 39.883592142850006 38.884669609800007 3.5208369948500002 41.178189531300006 207.46043187945003 22.604947139800004 42.622319549950006 117.67112391160002 22.181995028450004 93.620177476600006 33.151194885250007 1.9176293050000004 108.17011287860002 100.91127592640002 96.682331287150021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 -6 -7 -1 9 10 12 -10 -9 -13 15 16 22 -18 19 -17 21 -20 23 -11 25 -25 27 28 29 -27
right_child=1 -3 -4 -5 5 6 -8 8 11 14 -12 13 -14 -15 -16 18 17 -19 20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.029055310465336576 -0.00044118189396475646 -0.0031343697325673854 0.0022056679773228378 -9.5344416217482504e-05 0.038342954520177872 -0.10022344092320289 -0.057456409256234568 0.084645917212020874 0.0038528909817184044 0.082814192151617852 -0.094012136938110641 0.00061229308330852303 0.0022568085831705833 -0.0018527874959886306 0.0016539629206246611 -0.0043763592939075934 -0.00022595765259169774 0.0041585528218910017 -0.0034442582169119068 3.5598489880577008e-05 0.00086214576459605295 0.00060722760119432057 0.0017633842365515945 0.076267679306409444 -0.0020382689203275106 -0.1001328000638243 6.1621608296027561e-05 -5.1661845924949486e-05 9.467403796777253e-05 -0.067522391516449301
leaf_weight=0.0020521315597069592 0.50473021938824203 0.51820502963908754 0.52704410964522352 3.8877981429679673 0.0053318727689806158 0.011037278118415372 0.0039896712803511045 0.0010047694868288151 0.58566524596790204 0.0058875483426444877 0.0041702538755402085 1.0109148809751785 0.0014901105671604742 0.5189237108133965 0.51818340895306292 0.52712799460914472 0.51223707402732432 0.53647603418357903 0.51744379953134989 0.50068777252658947 1.5170861611235293 0.50686811658033548 0.51050291600404207 0.0017667645011795177 0.52019431169537611 0.0064010457023359049 25.869556452691164 2.0557671955727415 0.50730433570360489 0.018275190697437438
leaf_count=134 517 42 74 107 29 70 20 11 52 26 90 21 137 53 34 32 17 43 27 9 33 17 22 8 34 33 1858 146 268 70
internal_value=1.09414e-07 -0.000400522 -0.000113738 -0.000390752 -0.00257797 -0.0555526 -0.0888687 5.96018e-05 6.12275e-05 9.70959e-06 -0.0455568 0.000904761 0.0354376 -0.000223866 1.84792e-05 -6.36372e-06 7.32857e-05 0.00201697 -0.000687982 -0.00222713 -6.55058e-05 -0.00143943 4.1784e-06 -2.68057e-05 -4.3636e-05 -7.17679e-06 -1.19123e-05 -0.000747026 -0.00343417 -0.0759816
internal_weight=42.2141 5.45814 4.93993 4.41289 0.525089 0.0203588 0.0150269 36.756 36.7539 34.6384 0.00666513 2.1155 0.00249488 1.52984 34.6318 34.1136 30.5444 1.04871 3.56921 1.02782 2.5414 1.02431 29.4957 28.9852 28.9793 28.4591 28.4573 2.58775 0.531981 0.0246762
internal_count=4034 859 817 743 636 119 90 3175 3041 2915 238 126 148 74 2677 2643 2525 60 118 41 77 44 2465 2443 2417 2383 2375 517 371 103
is_linear=0
shrinkage=0.1


Tree=535
num_leaves=31
num_cat=0
split_feature=23 6 23 7 19 23 10 23 23 20 16 15 23 23 17 7 18 7 22 7 23 13 18 23 23 18 22 19 18 4
split_gain=0.000133827 0.00027318 0.000127619 0.000354739 0.000403897 0.000178926 0.000109053 0.000628244 0.000391898 0.000362615 0.0032764 0.000363646 0.000269295 0.000289931 0.000202419 0.000409678 0.000175404 0.00106233 0.0166145 0.00894625 0.00516975 0.00050147 0.0083267 0.00472151 0.00263572 0.000380953 0.000377548 0.00091597 0.000328748 0.000267122
threshold=0.41214500000000009 15.155354102400002 0.12084500000000002 23.514778597300005 14.151141757350002 0.11334500000000002 61.987779113750001 0.10371000000000001 -0.27628999999999998 34.883496062400006 19.144955230800004 31.233764884050004 0.089305000000000023 0.081155000000000019 188.41589330430003 23.478650568600006 13.471574737400003 23.261955272900003 -0.083424999999999985 22.938075114600004 0.088350000000000026 117.46680109370001 12.971888692100002 0.09062000000000002 0.085035000000000013 13.258241318650002 -0.06483499999999999 14.251149826300002 13.303774303900001 142.34057910165004
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -8 10 11 -10 13 -1 -14 -16 21 18 19 20 -18 22 -11 24 28 -25 -23 -28 -24 -19
right_child=1 -3 3 -5 -6 -7 8 -9 9 16 -12 -13 14 -15 15 -17 17 29 -20 -21 -22 26 23 25 -26 -27 27 -29 -30 -31
leaf_value=0.00016216467833862685 -0.0001531632208639261 0.0019607612478624282 -0.00015968121265072207 0.00010198230028685666 -0.0041402229183760755 0.0018282403860984061 -0.057389905378162409 -0.0037217217835611377 -0.1000978184995812 -0.00037929840478481008 0.027437641396641305 -0.032442522826377294 -0.00044459325853023982 -0.0031761576339194401 0.0034054656852410543 0.000155519783850299 -0.10043038606392669 0.036801153848961286 -0.10017131115450931 0.0819945916516443 0.085023895227367918 -6.9318394164465555e-05 0.038075569130054748 0.052481272402209393 -0.028375245096885122 0.074695847384294828 -0.00014165579875489052 0.0049437914715354499 0.09671779485871701 -6.8381528615932665e-05
leaf_weight=0.51780660337135287 1.5072895626364009 1.0284317712330446 0.50032030839065889 2.0098214414625803 0.51968721831824638 0.53128669178705834 0.0011876186066527286 0.52453669185784679 0.003400985705812043 0.50396758202517133 0.0064235584140988067 0.0010366173373768106 1.917556753150141 0.52285388643862962 0.52119781644599816 1.5162958384803316 0.0056277611089830945 0.0019652346381978649 0.014585194797671799 0.014887031825410457 0.0020509088740336967 7.0500403038465933 0.0018613686926585169 0.013179304628238242 0.010812291160327447 0.018634584243272911 1.0029450854250948 0.54753557786608542 0.0019653116128566239 21.388821380204917
leaf_count=452 51 36 7 43 35 79 64 27 181 116 30 3 69 87 27 47 90 2 103 23 26 131 26 26 38 27 9 47 21 2111
internal_value=-1.17603e-07 0.000704197 -4.51351e-05 -0.000668865 -0.00218774 6.43884e-06 -2.03645e-05 -0.000429451 5.34567e-05 5.56868e-05 -0.018213 -0.0842936 -8.37706e-05 -0.00151509 0.000292841 0.000986867 6.21756e-05 -9.43377e-05 -0.0169897 0.0367741 -0.0508971 0.000428669 0.00335487 0.0438669 -0.00313192 0.0654932 0.000241396 0.00165422 0.0681931 -6.49942e-05
internal_weight=42.208 2.53572 39.6723 3.02983 1.02001 36.6425 36.1112 5.52025 30.5909 30.5897 0.0108612 0.0044376 4.99571 1.04066 3.95505 2.03749 30.5789 21.4279 0.0371509 0.0225657 0.00767867 9.15094 0.55042 0.0464529 0.014639 0.0318139 8.60052 1.55048 0.00382668 21.3908
internal_count=4034 87 3947 85 42 3862 3783 709 3074 3010 214 184 682 539 143 74 2796 2355 242 139 116 441 254 138 85 53 187 56 47 2113
is_linear=0
shrinkage=0.1


Tree=536
num_leaves=31
num_cat=0
split_feature=8 20 23 8 5 20 23 18 17 19 21 21 9 6 15 15 8 7 20 15 22 2 6 16 12 21 6 14 18 20
split_gain=0.000172372 0.000208765 0.00105876 0.00013246 0.000193823 0.000111739 0.00228227 0.00320981 0.0033018 0.000966139 0.000742469 0.0075435 0.00495348 0.00441854 0.00238647 0.00177216 0.00144106 0.000463585 0.00042893 0.000720559 0.000398022 0.000330548 0.000261519 0.000334255 0.00139172 0.00593773 0.000855192 0.00029045 0.000261347 0.000253663
threshold=8.8430989333000021 32.724174661450007 0.088555000000000023 8.7431769115000026 21.991679690250006 40.316494640950005 -0.10565499999999999 12.909082926650003 196.54125635090003 14.251149826300002 1.8400491212500001 2.0502020052500005 192.98754432855 14.815346158200002 43.401366108000012 22.662932349550001 7.943800736700001 24.573979631000004 40.040005255000004 41.800301886400014 -0.076709999999999987 72.043920985000014 16.465384711100004 22.654947022900004 101.85466269095001 2.2961539179000003 16.305380972600002 179.86971370815004 13.632440008000001 40.636252116050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 9 28 -3 12 20 16 15 -15 -14 -7 -10 -8 -20 -12 -13 23 24 26 -26 -23 -27 -9 -24
right_child=-2 3 -4 4 -6 10 18 8 17 -11 11 21 13 14 -16 -17 -18 -19 19 -21 -22 22 29 -25 25 27 -28 -29 -30 -31
leaf_value=0.039514753489995648 -0.001768063403821552 -0.10012666200018161 -0.10002598393844318 0.0017826261067195052 3.3297921886532597e-06 0.032374855992789393 -0.00014339472758933376 0.099490231412199148 -0.0045005705141648858 0.010709829817250962 -0.063077618397128901 0.0025901374484015799 0.040779289850487871 0.092024688672958904 0.0089732267634179217 -0.09707550618040417 -0.097453878225631063 -0.10005658246258348 -0.0048732643467366771 0.00040394046745787816 -0.10037370976038787 0.010015170295827734 0.00082068271617736577 0.0027632606857963312 0.08966592358260457 0.0024799445042266942 -0.10009215058063976 0.00010568851748836877 0.065232962169742795 -0.00058942539899655051
leaf_weight=0.0010766867881392859 0.54435591163480168 0.0017505068817583744 0.001098522354857117 1.0293733276930646 1.5107390872599067 0.0010829907691815013 9.5979162005667558 0.0062311379401691624 0.0010009821652374748 0.0014280318209785037 0.0059394504589247443 0.52330937540502631 0.001399249107224775 0.010441062771860743 0.005174620410684839 0.0027956815391689815 0.0040602966910228133 0.0010302705679825497 0.52769887895561207 0.50764500347577268 0.0055214311007630856 0.0010331367559598395 1.5133101596438763 0.52468207399300482 0.0074175699792310415 0.53115601216268871 0.0022235944343265146 17.203744004831226 0.0034654904527786634 8.1252550163944761
leaf_count=143 201 48 54 31 34 120 870 22 7 8 33 83 16 50 13 49 15 41 58 16 8 64 15 45 63 38 5 1400 59 425
internal_value=-1.03808e-07 2.2998e-05 -0.030956 2.46157e-05 0.000724385 -2.08251e-05 -0.000297179 0.0388043 0.062962 -0.0503308 8.25405e-05 6.74142e-05 0.0173242 0.0400259 0.0645037 -0.0510931 -0.0701166 -0.0529675 -0.000351994 -0.00228577 -0.0810455 0.00010011 5.34208e-05 0.000275759 0.000202212 0.00021421 -0.0651627 0.000176797 0.087247 -0.00036803
internal_weight=42.2034 41.659 0.00217521 41.6568 2.54011 39.1167 10.6482 0.0149064 0.0117279 0.00317854 28.4685 28.4436 0.0249539 0.0198106 0.0156157 0.00419493 0.00514329 0.00203125 10.6333 1.03534 0.0114609 28.4321 27.9088 18.2703 17.7456 17.7423 0.00325673 17.7349 0.00969663 9.63857
internal_count=4034 3833 197 3636 65 3571 1129 185 129 56 2442 2179 263 128 63 65 135 48 944 74 41 2138 2055 1615 1570 1501 69 1438 81 440
is_linear=0
shrinkage=0.1


Tree=537
num_leaves=31
num_cat=0
split_feature=8 20 22 2 16 12 19 15 6 15 15 2 22 20 9 16 5 20 23 12 15 13 12 15 0 21 7 16 16 17
split_gain=0.000139468 0.000181961 0.000116963 0.00157872 0.000255044 0.000218754 0.000239839 0.00035128 0.000216196 0.000211326 0.00025701 0.000163403 0.000688567 0.000389475 0.00133204 0.0182928 0.00712663 0.000675774 0.000794785 0.00152457 0.000318398 0.0101602 0.00438342 0.00639565 0.00569327 0.00554416 0.00472102 0.0031483 0.00257316 0.00201744
threshold=8.8430989333000021 32.724174661450007 -0.037054999999999998 41.467794892200004 22.654947022900004 89.368262418900017 14.351157895250003 37.606388722050006 16.485385178400005 44.891409666300007 36.207782793200003 121.36426933400001 -0.053159999999999992 41.360869295700006 197.90890142995002 22.594947163200004 18.280220412300004 43.131467368600006 0.085820000000000021 82.696898122450008 36.742238227650013 116.60649449195002 189.11492007315005 21.092276343250003 94.047642319350018 7.1067965614000004 26.157592435900003 19.124955277500003 14.464966174600002 191.75825325995004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 8 -8 9 10 -7 13 20 -5 15 16 -15 -18 19 -19 21 22 23 28 27 -24 29 -25 -13 -27
right_child=-2 2 4 11 -6 6 7 -9 -10 -11 -12 12 -14 14 -16 -17 17 18 -20 -21 -22 -23 25 24 -26 26 -28 -29 -30 -31
leaf_value=-0.029737142882822112 -0.0015894961176079123 0.087697377804483737 0.0021782759817361502 -0.00014239226839845057 0.0022952423727037332 -6.3815109901570713e-06 0.00034163873988441828 0.0032000533453455447 -0.0021417252240122863 0.0019564714382033859 -0.0023069589587611209 -0.058028714409247742 -0.0039036039900709968 -0.075627753146113447 0.00013854213254390721 0.0011202804712444382 0.099876200179661881 0.10003621072419762 0.094175256142006891 -0.064603671803181259 -0.00010157967065917807 -0.090493843858615974 -0.00052559020369677802 0.090592622830550307 -0.097338977547405503 -0.030044617039321056 -0.083030927530915011 -0.051321639724479312 0.077958178964721125 0.078553413909170464
leaf_weight=0.0020547196759669309 0.54493099049069726 0.0020481126521073581 0.52073542051998245 10.981286562779575 0.58962464237902246 8.5847723737014618 2.0162714111211257 0.54645741568083028 0.50831393068244146 0.50942309774668437 0.51471158959100272 0.0018731263146684043 0.52367452241583556 0.0027429236988417696 2.5318534566213602 0.54324783588640457 0.02434286176344358 0.0010943657252937547 0.0029741255566477776 0.0011571577354381191 12.667234084613584 0.012830983940787632 0.51674370270299963 0.0029487485839787544 0.015688551426915609 0.0018994516134856467 0.0023294515376846561 0.0033269952823502535 0.0054112537053505605 0.017208672705761652
leaf_count=197 201 9 47 452 74 648 25 72 146 9 57 143 36 108 142 87 70 1 7 71 388 79 358 31 112 141 174 16 41 92
internal_value=-5.35109e-08 2.07399e-05 2.22079e-05 -9.56847e-05 0.000260398 0.000169509 8.70137e-05 0.000951146 -0.000131874 -2.55524e-05 -0.000136513 -0.000102139 -0.000347096 0.000137298 0.00112569 0.00546812 0.0785679 0.0928718 0.060243 0.0154205 -0.000206507 -0.0024971 -0.000507276 -0.038209 -0.0651384 0.00154171 0.0513731 0.0153588 0.0429901 0.0677582
internal_weight=42.1992 41.6543 41.6522 27.8619 13.7903 13.2007 12.6799 2.56273 10.1172 9.60891 9.09948 27.8599 13.7712 14.0887 3.10741 0.575559 0.0323114 0.0295685 0.00522565 0.00225152 13.2475 0.580261 0.56743 0.0292487 0.0219643 0.538181 0.0214376 0.00627574 0.00728438 0.0191081
internal_count=4034 3833 3636 2558 1078 1004 957 97 860 714 705 2549 1611 938 486 344 257 149 79 72 1575 1187 1108 343 159 765 407 47 184 233
is_linear=0
shrinkage=0.1


Tree=538
num_leaves=31
num_cat=0
split_feature=8 20 8 5 20 23 18 17 20 21 21 9 6 15 15 8 10 20 15 0 2 6 12 14 6 20 22 16 21 6
split_gain=0.000112881 0.000148777 0.000110389 0.000156333 9.99626e-05 0.00199178 0.00283095 0.00292913 0.000922541 0.000652085 0.00652514 0.00430866 0.00384234 0.00229621 0.0015164 0.0013727 0.000475595 0.000389564 0.000645493 0.000299329 0.000268733 0.000192699 0.00121637 0.00106196 0.000819586 0.000274903 0.000430968 0.00023592 0.000236259 0.000228907
threshold=8.8430989333000021 32.724174661450007 8.7431769115000026 21.991679690250006 40.316494640950005 -0.10565499999999999 12.909082926650003 196.54125635090003 39.110279783550006 1.8400491212500001 2.0502020052500005 192.98754432855 14.815346158200002 43.401366108000012 22.662932349550001 7.943800736700001 62.095317438950012 40.040005255000004 41.800301886400014 93.133566555000002 72.043920985000014 16.465384711100004 101.85466269095001 178.66997565985002 16.305380972600002 40.636252116050009 -0.031449999999999999 22.654947022900004 3.2025200283000004 16.515385879350003
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 19 -3 11 16 15 14 -14 -13 -6 -11 -7 -19 -8 -12 22 24 -24 -22 -23 29 28 -25 -27
right_child=-2 2 3 -5 9 17 7 -9 -10 10 20 12 13 -15 -16 -17 -18 18 -20 -21 21 25 23 27 -26 26 -28 -29 -30 -31
leaf_value=-0.027002744213105292 -0.0014291066920288815 0.010784016238090922 0.001610346941988233 1.1829261711310358e-05 0.031255538098563809 -0.0001333544244307666 0.099325261085117467 -0.050355693912359605 -0.10010715183126472 -0.05733834597867371 0.0023391019957359131 0.035666521112332754 0.090718966426339212 0.0080413722980004401 -0.09639192982891838 -0.096904184723518805 -0.10027706427338155 -0.004623577331449402 0.00037121846022975549 0.061426865840034185 0.0097550544029929315 0.00092491130240340217 0.021557491689174695 0.0022604862165630504 -0.10008340458193997 -0.0012544765090441491 -0.0033270544461854526 0.0023176418380748691 9.8405161242384615e-05 -1.8654627141978087e-05
leaf_weight=0.002037475539203081 0.5454483598763521 0.0014094746706169179 1.0281547776889959 1.5108341664379592 0.0010798281001765933 9.5976908008781958 0.0056587503958684948 0.0019333029394590371 0.0016039834154071286 0.005017238727307638 0.52225441089315339 0.0013312555893492109 0.0095800514473012299 0.0051731350880572799 0.0025069740339063173 0.0036972809575672727 0.0053090981219270361 0.52780159190778586 0.50753728317795321 0.0032990440438307456 0.0010252703628051965 1.514365739916683 0.02336317691515688 0.52072001215748898 0.0020134103251621127 2.0527535653562339 0.52027084530993484 0.52267026187945376 17.191797615186264 5.5541744850826591
leaf_count=197 201 51 31 34 120 870 31 48 5 18 83 16 50 13 49 15 23 58 16 50 64 15 35 160 5 101 160 43 1308 164
internal_value=1.42846e-07 1.88616e-05 2.01836e-05 0.000659143 -2.13013e-05 -0.000282695 0.0375405 0.0612752 -0.0482404 7.64896e-05 6.27674e-05 0.0167742 0.0385404 0.0617285 -0.0505886 -0.0679347 -0.0794145 -0.000332155 -0.00217506 0.0853678 9.16397e-05 4.95747e-05 0.000240524 0.000251053 -0.0630232 -0.000312092 -0.000542587 0.000223754 0.000161967 -0.000352145
internal_weight=42.1925 41.6471 41.645 2.53899 39.106 10.6469 0.0139046 0.0108911 0.00301346 28.4591 28.4357 0.0233685 0.0185914 0.0147532 0.00383823 0.00477711 0.0103263 10.633 1.03534 0.00895779 28.4254 27.9032 18.2616 18.2586 0.00303868 9.64156 8.1272 18.2352 17.7125 7.60693
internal_count=4034 3833 3636 65 3571 1129 185 129 56 2442 2179 263 128 63 65 135 41 944 74 81 2138 2055 1615 1546 69 440 425 1511 1468 265
is_linear=0
shrinkage=0.1


Tree=539
num_leaves=31
num_cat=0
split_feature=12 9 22 2 0 22 6 15 22 2 21 12 22 23 5 19 9 6 15 10 22 21 9 22 20 4 7 8 0 6
split_gain=0.000101559 0.000351238 9.50772e-05 0.00183908 0.00468929 0.000642073 0.0016051 0.000767018 0.000515369 0.000763206 0.00046451 0.0048773 0.00264435 0.00135169 0.000808922 0.000453398 0.000210304 0.000749228 0.000373668 0.000244339 0.000196409 0.00155753 0.000460507 0.000369253 0.000267084 0.00110906 0.00021513 0.00606599 0.00498766 0.00413691
threshold=82.696898122450008 191.72037998490001 -0.06483499999999999 71.340832650850004 93.399723909900004 -0.053159999999999992 14.865347326450001 16.701947052500003 -0.041369999999999997 76.243484112200022 0.17201659740000003 94.328280857900012 -0.096529999999999991 0.086555000000000021 20.016397659050003 13.351077205700003 190.49354742400001 16.515385879350003 37.491361913600009 61.993156030000002 -0.085584999999999994 0.37744949630000008 207.04102956050002 -0.08786999999999999 42.558389508100007 254.30081718620002 22.721067571950005 8.543332867800002 85.705356740550016 16.385382841850003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 9 -9 12 -12 13 -5 -14 -15 18 19 -10 -18 21 -13 24 26 25 -22 27 28 -23 -30
right_child=2 -3 5 10 -6 7 -8 8 16 -11 11 20 14 15 -16 -17 17 -19 -20 -21 22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00030014449957994275 0.012858150615099437 -0.0028819126832452164 -0.001484846469205213 -0.038681315675894126 -0.10009513050602399 -0.07162964132255388 0.0062917379206608864 0.0006932630942523485 -0.00034147044834584067 -0.0047396139233371127 0.099572679087617341 -0.10008389262565161 -0.10007343491581416 0.02109330581598794 -0.010140841041091092 0.081830474833759881 0.001732056605362068 -0.0034259456616667788 0.0034641716860247286 0.00013297153600916496 -0.00020100032198929114 -0.02675293551668826 -0.0033918498182000569 0.0026872846487710914 0.00050241446161019177 -0.0050675593117485308 -6.3359952834826259e-05 -0.0005445325705775439 -0.022159352681681455 0.090802877247980085
leaf_weight=1.0047346191310129 0.0086656754937334268 0.5297973128651704 0.50686630728493998 0.0014102221303940246 0.0063825078417067979 0.0014926201736668024 0.55716723675067215 0.50276457576547773 0.51017570516938338 0.53237156165588928 0.0049093465995636567 0.0015519821654920154 0.0016766296849519352 0.0015766469290737772 0.002478940002959007 0.0055748221890894456 1.0335719731638011 0.5766621557771846 0.52198271433925569 12.656995891603758 3.8998285238296511 0.007006568135904361 0.52386111083701781 0.53275390471041006 2.5297474997999094 0.53219312280137021 14.661504965494743 0.51168742024933067 0.0039632044743684028 0.017814896738855168
leaf_count=43 21 88 28 239 73 299 75 3 318 41 7 13 46 55 31 27 27 82 42 436 84 220 130 58 134 94 1120 37 137 26
internal_value=1.31385e-07 -0.000798461 3.02747e-05 -0.000102008 -0.0350496 0.000207067 0.00258726 5.20345e-05 5.85847e-05 -0.00210087 -7.93788e-05 -8.98401e-05 0.0190271 0.0507958 -0.0464256 0.0684401 0.000204691 0.000104969 0.00158312 0.000253695 -0.00011091 8.96734e-05 -0.000532576 9.95539e-05 -0.00031742 -0.000785372 8.8668e-06 0.00196818 0.0466351 0.0702459
internal_weight=42.1892 1.53453 40.6546 23.2546 0.0150482 17.4001 1.06403 16.336 16.3345 1.03514 23.2395 23.2268 0.0127173 0.00856169 0.00415557 0.00715147 15.2994 14.2672 1.03216 13.6906 23.2219 15.7363 7.48563 15.7347 6.96177 4.43202 15.202 0.540472 0.0287847 0.0217781
internal_count=4034 131 3903 2552 94 1351 103 1248 949 44 2458 2060 398 321 77 82 905 545 360 463 2053 1611 442 1598 312 178 1540 420 383 163
is_linear=0
shrinkage=0.1


Tree=540
num_leaves=31
num_cat=0
split_feature=23 6 9 9 4 23 23 23 15 5 7 7 22 9 17 23 4 15 15 22 8 9 16 20 21 21 12 2 9 15
split_gain=0.000122613 0.000262359 0.000109459 0.000984545 0.000291766 0.000251672 0.000361816 0.000211774 0.000155044 0.000438155 0.000809086 0.000239994 0.000318375 0.000626329 0.000269093 0.000180089 0.000168163 0.00243456 0.0095935 0.0105321 0.00181092 0.00115912 0.00229185 0.00077078 0.00063895 0.000299445 0.000153408 0.000250829 0.00012716 0.000275786
threshold=0.41214500000000009 15.155354102400002 203.06170522940002 202.37225149245003 160.76806275915001 0.12084500000000002 0.11334500000000002 0.076835000000000028 37.408632939650005 22.127107789600004 23.604435110900003 23.109894804950002 -0.081354999999999997 200.52256857420005 189.43751236195004 0.10249000000000003 204.80369648085005 35.098844929350008 28.626568391100005 -0.037054999999999998 7.8438787148500007 191.03141765810003 18.514956704000003 41.827117825850003 3.3335862513000003 10.959760372700002 82.696898122450008 49.864842700850012 208.27565494345001 24.719476717350002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -4 6 8 -6 15 10 -10 14 -13 -14 -11 16 26 18 19 20 23 22 -20 -18 -25 -26 27 -1 -9 -30
right_child=1 -3 4 -5 7 -7 -8 28 9 11 -12 12 13 -15 -16 -17 17 -19 21 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.00039586425497650638 -0.00016563878028005684 0.0019065881140154465 0.0025119192098412772 -0.0044106990589860371 -0.0018988488143798555 -0.001321558070723904 0.002619840751613812 0.00045533004500129012 0.0048286931766511479 -0.00025815589437570418 9.2617367352119831e-05 -6.4511383330823321e-05 0.0043641546059782375 -0.00050479795207926349 -0.0026735262447461707 -0.0020837538764096599 -0.058271909657359566 -0.00054109180976832135 0.085444768028315271 -0.10006534947209877 0.086899479886467706 -0.093117365352527376 -0.088718600644462756 0.089861444062404455 -0.02746078593905257 0.038713126605757042 9.6194441965339456e-05 -0.0027319894869367546 -0.002357179577268614 4.4325620790295912e-05
leaf_weight=0.50652022450564504 1.5067414993811703 1.0276953265533846 0.51860812057094641 0.53462847470315367 0.5125963629451008 1.5209418542107886 0.51775835791755653 7.1072264527399538 0.56213590944025593 3.4373550163702125 1.006656827898041 2.5169948230295778 0.54481842847851047 0.51293957019515801 0.53273564397624529 0.52121465237357334 0.001138171585697856 2.5142248159144671 0.0011662105710451556 0.0054117372127496814 0.010113310421729693 0.014135964762346021 0.0021457723260223105 0.0013910781760104185 0.0013272591157948294 0.0014105668544553973 10.108184272620802 0.51915687645515618 0.52776675745792179 5.0910446301719068
leaf_count=31 51 36 89 54 103 53 39 331 72 95 21 49 52 15 80 85 273 41 18 402 16 51 37 35 203 234 726 41 312 389
internal_value=3.02358e-07 0.000674634 -4.27992e-05 -0.000163903 0.000185147 -7.4373e-05 5.19829e-06 9.39986e-05 -5.28499e-05 0.000269083 0.00178967 -4.70904e-05 0.000547273 0.00200305 -0.000582268 -0.000259359 -0.00018988 -0.000921971 -0.0259642 0.0199188 0.0621364 -0.0806414 -0.0273925 0.0145889 0.0346736 0.00663295 -2.20469e-05 -0.00118733 0.000174269 -0.000181244
internal_weight=42.1862 2.53444 39.6517 25.8945 13.7572 25.3599 23.8389 13.2386 23.3212 9.11364 1.56879 7.54484 3.57475 1.05776 3.97009 14.2075 13.6863 2.55246 0.0382401 0.0207921 0.0153804 0.0174479 0.00331198 0.00526708 0.0041289 0.00273783 11.1339 1.02568 12.726 5.61881
internal_count=4034 87 3947 2723 1224 2669 2616 1135 2577 384 93 291 116 67 175 2193 2108 1310 1269 1163 761 106 55 745 472 437 798 72 1032 701
is_linear=0
shrinkage=0.1


Tree=541
num_leaves=31
num_cat=0
split_feature=15 21 19 8 8 4 14 21 9 13 23 22 20 22 17 21 15 15 18 5 3 22 5 19 15 12 20 17 8 2
split_gain=0.000115714 0.000550188 0.000193227 0.000101757 0.000171058 0.000359183 0.000522714 0.00016814 0.000465956 0.000165822 0.000734092 0.00048114 0.00160049 0.000937145 0.00119542 0.00117133 0.000489301 0.000984593 0.000279436 0.000444142 0.000365652 0.000403871 0.000970008 0.000215198 0.000203462 0.000185201 0.000673362 0.000804724 0.000179513 0.000147564
threshold=46.074827201850006 15.285239689500001 14.651182102100002 8.8430989333000021 8.7431769115000026 137.02556730370003 143.06733454090002 14.894616075700002 186.68586460755003 117.60660091645001 0.09551500000000003 -0.63113999999999992 41.035283712600005 -0.59502499999999992 190.79440939600002 2.4921523776000005 16.701947052500003 14.022476987850002 13.4793103924 20.204934414350003 92.598563387050021 -0.06483499999999999 21.723721974650005 14.551174033150001 39.883592142850006 82.696898122450008 33.41579758040001 200.37850214585004 8.543332867800002 74.580378076100018
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -9 11 -11 12 -8 14 -13 -16 17 -15 19 -18 -21 23 -23 -22 25 -20 27 -27 -12 -6
right_child=1 -3 -4 -5 29 6 7 8 -10 10 28 13 -14 16 15 -17 18 -19 24 20 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.032919022628522247 -0.0034565324675117437 0.0005200983714783962 0.0019268865100891379 -0.0013614712294435307 -0.00012123500920997576 -0.048809224230220639 0.056514633570249509 0.00087359262375356374 -0.0033551513582422165 -0.004037633001512983 0.00058706260120126776 0.092333270518548352 -0.10013887109645683 0.017304032292711224 -0.076388311037423245 0.050513825746465582 0.0033868168753035683 -0.091711729185606258 -0.0019246459362194466 0.0029345765142449365 9.5818214326872571e-05 -0.0010812518069814952 0.0050245163765249594 -0.0020415629797557295 -0.0020174038387321051 0.091027317157198598 -1.8465661737269165e-05 -0.011296494960484434 -0.00086244833793609667 0.0014376517740563534
leaf_weight=0.0033084973471052539 0.53091647155528576 1.0094089208890862 0.53136442721926513 0.53583350434250476 1.0056587969102104 0.0021968240580382261 0.0010425445386991186 0.51153266029512534 0.53111052323624852 0.53756982173224743 1.8993837956986681 0.002505410420099107 0.0017418426467321613 0.0016232526597786947 0.0012267218716057737 0.0017867525150059294 0.52110308925811466 0.0016920655928416295 0.51818976681151241 0.52611170009285224 6.5224203035592714 0.50711693991615925 0.53436620611229602 0.50772630577171174 0.54182136038457329 0.0017623182232749937 21.804725735288031 0.0013630408531271065 1.5529238908238767 1.5326719190061338
leaf_count=22 162 20 67 154 9 5 44 183 88 140 41 30 10 523 31 22 56 190 49 54 357 8 153 12 93 19 1393 32 18 49
internal_value=2.05217e-07 -0.000850559 3.24492e-05 7.35258e-06 2.58862e-05 -2.8542e-05 -3.14855e-05 -2.85918e-05 -0.00128048 7.67774e-06 -0.000600211 8.34755e-05 -0.0414839 8.70929e-05 0.0412912 -0.00114536 7.99844e-05 -0.0383352 8.3966e-05 0.000552024 0.000380209 0.000213714 0.00205151 -5.85462e-05 -0.000102678 -5.62101e-05 -1.1813e-05 0.0464016 -6.49593e-05 0.000820038
internal_weight=42.1822 1.54033 40.6419 40.1105 39.5747 37.0364 37.033 37.0308 1.04264 35.9882 3.98988 31.9983 0.00278439 31.9955 0.00551888 0.00301347 31.99 0.00331532 31.9867 9.11884 8.59774 8.07163 1.04148 7.03015 22.8679 22.326 21.8079 0.00312536 3.45231 2.53833
internal_count=4034 182 3852 3785 3631 3573 3551 3546 271 3275 199 3076 54 3022 83 53 2939 713 2226 640 584 530 161 369 1586 1493 1444 51 59 58
is_linear=0
shrinkage=0.1


Tree=542
num_leaves=31
num_cat=0
split_feature=15 4 13 14 18 9 6 5 20 6 16 13 10 18 15 15 4 22 16 22 23 6 15 16 18 18 20 0 17 20
split_gain=0.00010432 0.000214846 0.000460856 0.000156845 0.00458629 0.00696599 0.0018667 0.00609006 0.00449976 0.00262853 0.00208214 0.00188752 0.00148388 0.00150658 0.00120438 0.000698048 0.000610887 0.00029588 0.000151085 0.000110168 0.000100374 0.000209971 0.000151287 0.000102938 0.000550309 0.00159826 0.00340127 0.0018623 0.00128013 0.000729638
threshold=45.560261772200008 313.22340827140005 117.51519334005 300.92746350285006 13.659439901750002 194.04304600165003 16.325381439950004 21.336111252450003 41.571132012400007 15.710367070250003 15.484963789400002 115.51498049095001 76.279622535200005 17.788349580800006 44.891409666300007 28.626568391100005 342.39448800975009 -0.039434999999999998 22.614947116400003 -0.087234999999999993 0.41214500000000009 15.155354102400002 43.890399822900008 22.654947022900004 12.713853232350003 12.909082926650003 40.720231579350006 85.667718326750006 179.56144807225004 43.426640904350009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 20 5 15 7 8 12 11 -10 -9 17 -14 -12 -5 -15 -6 19 -3 22 -22 23 24 28 26 -26 -27 29 -1
right_child=1 18 -4 4 6 -7 -8 9 10 -11 14 -13 13 16 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.072387178197917498 0.00040692265081606184 -0.00021285186973533324 -0.0038374910561810925 -0.00053398720478398522 0.04478513755665732 0.097750551171969069 -0.00029189611728969525 -0.10004204305625573 0.044220053756320599 0.088421029975926171 -0.10013549259592347 0.046041143608686677 -0.10002479193786346 0.093530733837026162 0.012629495817871775 -0.1000927573869954 -0.016163731926230714 0.096009256855411659 -0.0012674423046721266 0.0018714904686198534 -0.00013543886497533746 0.0017197063876559053 -0.0017193996896745301 -0.00045928458608918778 -0.089887714811794625 -0.094426684217349885 0.03730933546982472 6.7548803063947939e-05 0.099836165602800314 0.037636436834102477
leaf_weight=0.001083503599955348 0.50555371477688049 0.50258581006235648 0.51786364717260547 0.0010238714526581436 0.0019556401121008093 0.010600309825349541 1.0128517813926672 0.001368213080926938 0.0014875751317949418 0.012828465404709277 0.0068900188409959651 0.0025017457837748225 0.0012496454128552992 0.0010311263080871047 0.001098092645406723 0.0022559775918091773 0.0010000741778241531 0.0026633044037678247 0.51269390292130612 0.51181924699217951 1.5067479646933031 1.0252388095491367 0.52583571489446868 4.4712967184493371 0.0056028511455153973 0.0020857790271716628 0.0033647638876725949 31.025205903553356 0.0018073949103154519 0.0013584422530903417
leaf_count=201 24 20 92 65 30 11 70 41 290 28 143 23 75 36 2 22 123 32 39 33 44 31 34 175 49 133 21 1981 4 162
internal_value=2.30134e-07 -0.000619677 -0.00174081 4.01258e-05 0.0012397 0.0583446 0.000482597 0.0235045 -0.0179402 0.0666297 -0.0644055 -0.00560616 0.0377943 -0.0136302 -0.0846342 -0.0690135 0.039522 0.0743212 0.000131674 0.000838805 7.1333e-06 0.000615737 -3.56269e-05 -1.06947e-05 5.39234e-05 4.89966e-05 -0.0421618 6.11965e-05 0.0360382 -0.0111816
internal_weight=42.181 2.55052 1.02342 39.6304 1.06081 0.0138802 1.04693 0.0340739 0.0173755 0.0166984 0.00947569 0.00386996 0.00789979 0.00328085 0.00798811 0.00327985 0.0020312 0.00461894 1.5271 1.01441 38.5696 2.53199 36.0376 35.5118 31.0405 31.0363 0.00896762 31.0273 0.00424934 0.00244195
internal_count=4034 208 116 3826 991 98 893 823 731 92 435 64 296 234 145 87 159 62 92 53 2835 75 2760 2726 2551 2184 70 2114 367 363
is_linear=0
shrinkage=0.1


Tree=543
num_leaves=31
num_cat=0
split_feature=15 21 19 12 9 12 2 22 19 23 23 5 13 17 21 8 20 14 20 18 10 22 21 20 21 22 10 20 21 5
split_gain=9.60141e-05 0.000393262 0.000136475 9.46317e-05 0.000333418 0.00010408 0.0012469 0.000722139 0.00362964 0.00129642 0.00108278 0.000863501 0.00154803 0.00132756 0.000170988 0.000121287 0.000551482 0.000310433 0.000215708 0.00016943 0.000243151 0.000141052 0.000273073 0.000550379 0.000179423 0.000932129 0.000310098 0.00192641 0.00047052 0.000337966
threshold=46.074827201850006 15.285239689500001 14.651182102100002 82.696898122450008 191.72037998490001 86.968866757150025 63.19085977000001 -0.50001499999999999 14.151141757350002 0.10828500000000003 0.10065000000000003 16.078966488550005 109.72404167800001 197.01076493205002 3.9632429946000003 8.7431769115000026 40.040005255000004 156.61564208075004 32.724174661450007 14.164583421250002 62.014663695050011 -0.117885 14.894616075700002 33.151194885250007 10.109275982950003 -0.083954999999999988 61.987779113750001 40.206947806850003 8.9626214023500008 22.53967987815
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 -7 8 9 10 11 13 -13 -8 -5 17 -17 -9 -19 20 -18 -20 23 -23 26 -26 27 -25 29 -28
right_child=1 -3 -4 5 -6 6 7 15 -10 -11 -12 12 -14 -15 -16 16 19 18 21 -21 -22 22 -24 24 25 -27 28 -29 -30 -31
leaf_value=0.00030728010306264419 -0.002973324101671157 0.00038620423513398229 0.0016239711623923935 -0.0002677507709434828 -0.0027962218317568576 -0.10007497136427471 0.078288521393769295 0.033174201374198131 -0.10011011438600166 0.070940715951661695 -0.090341382711025861 -0.1000238488490227 0.034033691811313681 -0.038914907050746711 0.0023216433285843368 0.0035656793284148144 0.00031447671253924012 -0.039295986025349623 0.00049339561350427536 0.0015180451053261263 -0.0023566956041280247 0.058126530488446293 -0.0023309937059469194 0.00023652505923373631 0.004373700242950712 3.9354252842306597e-05 -0.00011177639396316845 -0.0064968620367839292 -0.0030498298054205393 0.0014310881824545006
leaf_weight=1.0047782427556757 0.53237710846164432 1.0084893350152979 0.52992532762595956 0.50654349390264986 0.52811197917507957 0.0012446876516908336 0.0026497862216332546 0.0028164276440837402 0.0042714056160093597 0.0025356010389288039 0.0014141617427867459 0.0017001572940971155 0.0017459868965943315 0.0015212784530790335 0.51357534881715949 0.52875023809974608 1.0091392570243658 0.0013987710593131855 4.5595316963796213 0.51008790871128429 0.51453136717189085 0.0016253696629239247 0.54035778841153259 1.9142059859912097 0.54043709148516672 6.0572055612407167 18.756958343744913 0.54611519636405859 0.5170449593564922 1.5360364508498445
leaf_count=43 162 20 67 22 82 22 77 7 29 30 18 92 17 120 22 50 27 158 977 18 42 7 138 38 86 225 1104 151 88 95
internal_value=2.9496e-07 -0.00077453 2.96752e-05 8.60971e-06 -0.00076194 3.9231e-05 1.21577e-05 1.54752e-05 -0.0213328 0.00775774 -0.00998119 0.00493797 -0.0321037 0.0355419 0.00103587 2.44831e-05 0.000688562 -2.41737e-05 -2.68474e-05 -5.94498e-05 -0.000587557 -2.52766e-05 -0.000103044 -6.27391e-05 -6.59057e-05 0.000394396 -0.000196411 -0.00125808 -7.08927e-05 5.00756e-06
internal_weight=42.1771 1.54087 40.6363 40.1063 1.53289 38.5734 37.5533 37.5521 0.0158384 0.011567 0.00903137 0.00761721 0.00344614 0.00417106 1.02012 37.5362 2.56251 34.9737 34.9709 2.03376 1.52367 34.9695 30.41 29.8696 29.868 6.59764 23.2704 2.46032 20.81 20.293
internal_count=4034 182 3852 3785 125 3660 3616 3594 383 354 324 306 109 197 44 3211 137 3074 3067 87 69 2909 1932 1794 1787 311 1476 189 1287 1199
is_linear=0
shrinkage=0.1


Tree=544
num_leaves=31
num_cat=0
split_feature=8 8 4 5 19 22 5 14 22 6 15 21 17 13 20 0 22 18 23 0 5 3 3 16 13 10 12 10 9 17
split_gain=0.000119438 0.000128775 0.000358361 0.000199477 0.000107124 0.000609845 0.000118967 0.000431442 0.000333154 0.00255031 0.00163271 0.000798138 0.000739512 0.00135385 0.000425798 0.000361742 0.000260129 0.000130509 0.00105681 0.00789067 0.00382854 0.000907683 0.0074411 0.0162466 0.00321469 0.00769517 0.00233047 0.00448125 0.00103276 0.00101162
threshold=8.8430989333000021 8.7431769115000026 137.02556730370003 21.991679690250006 14.651182102100002 -0.086139999999999994 24.453399453300005 143.06733454090002 -0.50001499999999999 13.78532209185 24.118672490250002 4.1284891430000012 191.86029796145002 109.72404167800001 41.942745071500006 98.142164052000012 -0.086139999999999994 13.946975448150001 -0.09053499999999999 96.959242474650011 17.621651749750004 83.538459487450012 85.468772425100013 18.094957686100003 108.65403534205002 71.015621515800021 145.97209859650005 70.206395618550019 201.61239113610003 200.37850214585004
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 7 -4 9 10 11 15 13 -11 -13 -9 -8 -10 19 20 -19 -20 23 24 25 -23 -25 -28 -29 -24
right_child=-2 3 4 -5 5 -7 16 8 17 12 -12 14 -14 -15 -16 -17 -18 18 21 -21 -22 22 29 26 -26 -27 27 28 -30 -31
leaf_value=0.033487881809845729 -0.0014713972358184598 0.0017832597495780454 -0.044898114652208942 -2.2029857740412739e-05 -0.0015016594222677906 0.0033731179736962453 0.00048780533048195252 0.096861179876143622 0.00013980949781147752 -0.10002395960497557 -0.082190481709827609 -0.042994078370408105 -0.10011805310770094 0.048018529580814089 0.045873577965967853 0.028230420807266746 -0.0026935040267479352 0.082687460269148139 5.7614324147063602e-05 -0.094172814376238145 -0.034294482549376566 0.10013096896468635 0.00052785490695270837 -0.10015834317680293 0.10013474669583403 -0.10008241984646533 0.080554800389948777 -0.0032759037286502614 -0.10005680865099829 -0.0047363881661338829
leaf_weight=0.0031904540953878726 0.54436868529346938 1.0290878420059919 0.002142595443706762 1.5104057702611866 0.50414633765069539 0.52271489895429002 0.50973991786564254 0.0024441360455867006 21.727372595510655 0.0012435221227349302 0.0011975045795225014 0.0011591913403542486 0.0030440036395020797 0.0012274947730475105 0.0010079885808929046 0.0011198968941161652 0.5184366410990302 0.0064407795767343623 13.614379553522463 0.0088082674842445419 0.0049460893879089141 0.0039884735062455379 1.0520451857298798 0.022056962699139149 0.0062955666799098253 0.0037010458874848773 0.0023024775291560218 0.0013794365040666889 0.0054943575069330564 0.55901465256035021
leaf_count=22 201 31 5 34 13 30 373 9 732 63 35 60 19 6 41 104 203 22 1199 161 38 3 134 164 2 49 5 11 83 182
internal_value=2.50054e-07 1.94936e-05 -2.53339e-05 0.000709534 -2.80693e-05 0.000979804 -5.52611e-05 -2.58024e-05 -2.32061e-05 -0.0163829 0.0240066 0.0461959 -0.0671256 -0.0264828 -0.00166037 0.0752959 -0.0011163 -1.77068e-05 -0.000241528 -0.0231022 0.0318743 -0.000211295 -0.00242169 -0.04243 0.0471477 0.00376618 -0.0825396 -0.0401897 -0.0806348 -0.00129876
internal_weight=42.1749 41.6305 39.091 2.53949 39.0878 1.02686 38.061 37.0328 37.0307 0.0124437 0.00692872 0.00573121 0.00551502 0.00247102 0.00216718 0.00356403 1.02818 37.0182 15.2909 0.0201951 0.0113869 15.2707 1.65628 0.0452183 0.0139851 0.00768952 0.0312332 0.00917627 0.00687379 1.61106
internal_count=4034 3833 3768 65 3746 43 3703 3127 3122 337 249 214 88 69 101 113 576 2785 2053 221 60 1832 633 317 54 52 263 99 94 316
is_linear=0
shrinkage=0.1


Tree=545
num_leaves=31
num_cat=0
split_feature=8 8 4 5 7 10 20 23 17 22 18 8 23 2 20 6 2 16 14 23 6 10 6 22 23 21 22 22 8 20
split_gain=9.66115e-05 0.000104465 0.00029376 0.000161865 0.000100576 0.000320221 9.0084e-05 0.00269559 0.00365087 0.00175558 0.00190151 0.00025604 0.00058102 0.000218865 0.000209922 0.000230146 0.00237943 0.000415101 0.00314946 0.0105633 0.000590579 0.000504566 0.000382824 0.000317246 0.00118404 0.000304523 0.000225064 0.000220658 0.00047075 0.000186102
threshold=8.8430989333000021 8.7431769115000026 137.02556730370003 21.991679690250006 19.078733418100004 55.887667615750004 40.340071172300007 -0.10565499999999999 196.80409074510004 -0.073609999999999995 13.012604996900002 8.4434108459500017 -0.23921499999999998 72.043920985000014 40.563919884450009 16.465384711100004 74.580378076100018 22.644947046300004 179.86971370815004 0.085895000000000013 15.155354102400002 62.00390986255001 16.445384243750002 -0.059424999999999999 0.10507500000000002 13.279159471700002 -0.117885 -0.096529999999999991 8.4434108459500017 40.040005255000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 7 8 9 10 -6 12 -11 -8 -15 16 -16 18 19 -18 -19 -20 25 -17 -25 27 -27 -23 -29 -9
right_child=-2 3 4 -5 6 -7 13 29 -10 11 -12 -13 -14 14 15 23 17 20 21 -21 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.030482774079675451 -0.001323031648144752 0.0016069491432623819 -0.018103087973588668 -1.9833646054121958e-05 -0.10003417617792508 0.058903583848266432 0.0020943987938273211 -0.00015545780612489366 -0.10004286910914079 0.010169837597957837 0.086909225341120458 0.098852963557736123 0.099823020324261214 0.0008158519984368739 -0.10006562025732957 -0.00019855578057414929 -0.033051913521363351 -0.00035210463449673852 -0.0031011234827535818 0.089839833667327423 0.0044272360080265319 0.00068437392341226067 0.0027662790107206956 -0.0055815103251182149 0.00023110622781003119 0.00013582671180384134 0.0031027592393660943 -0.00019617735245642306 -0.0032402954063368776 -0.0013407822896558351
leaf_weight=0.003156386647780062 0.54484832580800358 1.0278668454657229 0.0010488753827011263 1.5104278716932382 0.0011775393861124259 0.0011130249164265343 0.52357762909974681 9.5887711841718133 0.0014985877795047351 0.0012330813580998523 0.0010114572684363082 0.0057419779423071304 0.0017470305351972165 3.0271055259837878 0.0023683607985994773 7.0852867131915875 0.012926288180008849 0.50168201892665887 0.51447738567531409 0.015241868910379708 0.53348967307272233 2.5424934789824105 0.51390542715887555 0.5355937413866626 1.0137872244605182 0.5024690434031065 0.52055731167371344 9.5586721350325767 0.53651842236078628 1.5368737771953522
leaf_count=22 201 31 174 34 77 64 85 951 57 46 43 13 19 60 13 234 21 9 76 23 64 604 8 74 21 163 100 598 62 87
internal_value=-5.41284e-08 1.72642e-05 -2.31096e-05 0.000638922 -2.55734e-05 0.0215427 -2.67666e-05 -0.00026724 0.0463133 0.0664147 -0.0136543 0.0865097 0.0627272 6.90954e-05 3.0418e-05 -6.70664e-05 0.000160347 0.000175416 3.92731e-05 0.0334452 0.00211099 -2.47868e-05 8.68709e-05 -0.000482005 -0.00177821 -1.39264e-05 0.00164552 -0.00014826 -0.00035796 -0.000319196
internal_weight=42.1667 41.6218 39.0835 2.53829 39.0804 0.0021619 39.0782 11.1381 0.0124097 0.0109111 0.002189 0.00872209 0.00298011 27.9402 27.4166 24.3895 15.7548 15.7524 14.7173 0.0281682 1.03517 14.6891 14.1746 8.63467 1.54938 13.6607 1.02303 12.6377 10.0952 11.1256
internal_count=4034 3833 3768 65 3746 238 3508 1293 255 198 120 78 65 2215 2130 2070 1741 1728 1655 44 73 1611 1535 329 95 1527 263 1264 660 1038
is_linear=0
shrinkage=0.1


Tree=546
num_leaves=31
num_cat=0
split_feature=12 9 20 22 7 6 20 15 21 9 2 20 6 10 21 2 5 15 18 7 8 15 21 12 16 14 23 5 23 16
split_gain=9.61175e-05 0.00032084 0.000107146 0.00254057 0.00193928 0.00148671 0.000730884 0.000101679 0.000291988 0.000644612 0.000128334 0.00067728 0.000830711 0.0153744 0.000536132 0.000230837 0.000185932 0.000280241 0.00100789 0.00174238 0.00819408 0.000256184 0.000167819 0.00443319 0.008771 0.00727877 0.00144415 0.000209481 0.000155731 0.000139845
threshold=82.696898122450008 191.72037998490001 34.654301448200009 0.22598000000000004 24.268610899850003 13.245309474550002 32.724174661450007 45.560261772200008 13.996357022800002 193.67618212375001 189.28685862455004 41.571132012400007 16.505385645700006 62.041548276350007 8.0341677368500015 185.72519583365002 23.545618314050007 41.800301886400014 12.697414448800002 22.181995028450004 8.3434888241000014 38.62622401090001 8.9626214023500008 224.53874944810002 22.584947186600004 307.38296616785004 0.085495000000000029 21.336111252450003 0.080515000000000017 22.684946952700002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -2 10 9 -9 15 12 13 14 -12 16 17 18 -4 20 21 -20 27 -24 25 -25 28 -13 -27 -21
right_child=2 -3 7 -5 5 -7 -8 8 -10 -11 11 22 -14 -15 -16 -17 -18 -19 19 29 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.00027178457533563798 0.0035378891772627993 -0.0027728656815469853 -0.092785543376363286 -0.10013733995054748 0.043584210662806211 -0.081365555385462973 0.09070489151319544 0.00068321646690902202 0.00030406362132537275 -0.0042955840563731638 0.069816198145919106 -0.0017710142950899219 0.00056502780811394291 0.0018498183579690117 0.1000776214449729 -0.0020866388783311986 -0.0014043104824569457 0.0023497079443422805 -0.045682759241300309 5.0820302117466994e-05 0.096038327110457455 -0.10016504606508936 0.00038432975796787313 0.078923330439891859 -0.085869637313905012 -0.022869894769654991 -0.098856571656590536 0.00049613241665516603 0.031829926013027809 -0.001545147764994981
leaf_weight=1.0045189352025818 0.0012598404664844534 0.52805096832300069 0.001169834052855089 0.0017589081444232 0.0017811595137040212 0.002046223754859966 0.0040679515025891511 0.50650816105456031 1.5095457847242526 0.53442198122834217 0.011939867967210027 0.51076166271326195 1.0166737872394263 0.52307081110283205 0.011487062787637115 0.52215007569153371 0.87659068103759707 0.53116132077320699 0.0013085671782445693 30.941591268512834 0.0080001807982625905 0.0025350252290081698 0.50399961488435896 0.008514077040860657 0.017437439881177852 0.0010747598885897944 0.0040434333970207348 2.0169219445050204 0.0010092119221852824 0.55895025476911442
leaf_count=43 84 88 68 52 95 19 55 42 35 128 36 202 57 343 6 52 366 52 100 1575 15 6 60 16 21 234 42 100 24 18
internal_value=1.54507e-07 -0.000777258 2.94773e-05 0.00993635 0.0310839 -0.0232174 0.0700929 2.68155e-05 -0.000584441 -0.00187294 6.77658e-05 0.000561379 0.00225518 0.00539944 0.0846545 -5.25946e-07 3.2561e-05 7.18669e-05 3.34739e-05 3.69196e-05 0.0383851 -0.0816163 -0.00030282 -0.00190991 -0.0379553 0.0191089 -0.0640037 3.80167e-05 0.00361977 2.25012e-05
internal_weight=42.1644 1.53257 40.6318 0.0109141 0.00915518 0.00382738 0.00532779 40.6209 2.55048 1.04093 38.0704 4.62693 1.56317 0.546498 0.0234269 33.4435 32.9213 32.0447 31.5136 31.5124 0.0118438 0.00384359 3.06376 0.536079 0.0320789 0.0146415 0.00612741 2.52768 0.00208397 31.5005
internal_count=4034 131 3903 305 253 114 139 3598 205 170 3393 1141 442 385 42 2252 2200 1834 1782 1714 121 106 699 397 337 316 300 302 258 1593
is_linear=0
shrinkage=0.1


Tree=547
num_leaves=31
num_cat=0
split_feature=9 9 4 12 12 20 23 22 20 17 12 14 23 2 3 19 21 3 6 17 2 16 0 0 23 21 5 12 19 22
split_gain=8.79119e-05 0.000435856 0.000289098 0.00335593 0.000163538 0.00125971 0.0031061 0.00142928 0.000900149 0.000374596 0.000293108 0.000226473 0.000156767 0.000188297 0.00214408 0.00421959 0.00559327 0.00509462 0.00545182 0.00607002 0.00212332 0.00172528 0.0021388 0.00138849 0.00140726 0.000392634 0.000178116 0.000172553 0.000136882 0.000251887
threshold=203.06170522940002 202.37225149245003 160.76806275915001 94.328280857900012 82.696898122450008 35.782584506850007 0.10546000000000001 -0.116995 33.96174662340001 197.91512403570002 69.826413229550027 156.61564208075004 0.076835000000000028 183.39255704500002 92.864720741950009 14.751190171100001 10.003699902950002 92.058183302850011 14.935348962050002 205.45998821870003 223.66947801700005 17.684958644900004 96.851704149400021 94.625660817400004 0.088220000000000021 8.6236808214000025 24.041678002600005 203.04351287870003 14.351157895250003 -0.084275000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 10 6 7 -6 -8 -9 -1 -7 -5 25 15 16 17 18 19 -15 -20 -21 -23 -18 -25 27 -16 -14 -13 -30
right_child=2 -3 3 12 5 11 8 9 -10 -11 -12 28 13 14 26 -17 23 -19 20 21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00043056028296245547 0.0025232159430762478 -0.0029126545639788725 -0.070114209591476045 -0.0015645012452968092 -0.042140830381348783 0.020646798205826392 -0.10011020163835323 0.092111848604572027 0.005250182889465123 0.031752090189384491 -0.002948890250084915 -0.00021402158403823303 0.00029883961623834775 -0.096229929126665933 0.0012853706304780308 -0.10028273780563941 0.10005611070487606 -0.083753598915886768 0.086449820412363723 -0.054362394794806923 0.017914832579617287 -0.0064227708233513458 0.099925563162242326 0.081126351753968179 -0.01176607919567909 -0.0025988548138742179 -0.0010042405905336584 -0.0015943531210296331 -0.00024239727048534781 0.00068981770726041735
leaf_weight=0.50579285949008468 0.51887417485659248 0.54055861252319104 0.0068003183870634079 0.5108919998346132 0.0010709669772474362 0.0053051696790643579 0.0016966726597416057 0.0059510433977269161 0.0015532031737213181 0.0012429200108255434 0.52101949092872246 15.203759929401244 10.110632955636541 0.0065891403117380723 1.0140562969381219 0.002781962393783032 0.0095182749500963837 0.0054753587010054608 0.01058052522057551 0.0019933222452586108 0.007892720284871757 0.0035537760789026152 0.004041890895450706 0.0037231027695838739 0.0029020547890468151 0.52264194034282674 0.51096868049746635 0.50550012880648942 5.5786542672349597 6.0331486828625813
leaf_count=38 91 56 23 99 147 20 21 88 23 43 44 1846 440 103 16 3 12 27 16 106 36 38 20 16 38 100 62 14 169 279
internal_value=2.58402e-07 -0.000100254 0.000207719 0.000116978 -4.56846e-05 1.71137e-06 0.0330701 0.0656382 -0.0497556 0.0816833 -0.00128422 -1.24856e-05 0.000153068 0.000222037 0.00124218 0.0199384 0.025882 0.00588458 0.0200486 -0.022337 0.0571681 0.028439 0.0501685 0.0755885 0.0404362 7.69601e-05 0.000518223 0.000208693 -1.65729e-05 0.000241954
internal_weight=42.1592 28.3998 13.7594 13.2405 27.8592 26.8324 0.0115148 0.00826493 0.00324988 0.00719396 1.02681 26.8209 13.2337 12.7229 1.58408 0.0590521 0.0562702 0.0401267 0.0346514 0.0161781 0.0184732 0.00958899 0.00759567 0.0161434 0.00662516 11.1388 1.52502 10.6161 26.8156 11.6118
internal_count=4034 2774 1260 1169 2718 2636 322 278 44 131 82 2314 1146 1047 493 415 412 346 319 267 52 164 58 66 54 554 78 454 2294 448
is_linear=0
shrinkage=0.1


Tree=548
num_leaves=31
num_cat=0
split_feature=8 20 8 4 14 2 3 19 20 22 20 22 23 6 12 20 7 15 23 12 2 19 20 9 9 21 23 21 9 2
split_gain=8.07983e-05 0.000118733 9.50177e-05 0.00024523 0.000411525 0.000165162 0.000454636 8.71917e-05 0.000508328 0.000479057 0.000288682 0.00121609 0.000128365 0.000494626 9.18005e-05 0.00106027 0.00100836 0.00266155 0.000973714 0.000378444 0.000272617 0.000317871 0.000264951 0.000766978 0.0130825 0.00775624 0.00441607 0.00767543 0.000578449 0.000335538
threshold=8.8430989333000021 32.724174661450007 8.7431769115000026 137.02556730370003 143.06733454090002 74.580378076100018 93.765354215650021 14.651182102100002 33.151194885250007 -0.086139999999999994 33.96174662340001 0.10957500000000002 -0.27628999999999998 16.325381439950004 146.83961421510003 34.466665687600006 22.444423115000003 40.042228346200012 -0.16320999999999999 144.57070813310003 135.72285180265001 14.551174033150001 41.360869295700006 198.96357396150003 191.29995577870002 2.0502020052500005 0.085895000000000013 3.0668791869500005 204.12988221610001 83.586740321150003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4 -7 8 -6 -9 11 -10 13 -12 19 -16 17 18 -17 22 21 -18 28 24 -24 -26 27 -27 -14 -25
right_child=-2 2 5 4 7 6 -8 9 10 -11 12 -13 14 -15 15 16 20 -19 -20 -21 -22 -23 23 29 25 26 -28 -29 -30 -31
leaf_value=-0.025036546708178654 -0.0012093342213482291 0.027995167812251504 -0.00038694029207715912 -0.044974797605361418 0.057492259652362925 0.003649533438775296 2.0903896942931101e-05 -0.0013065172204572268 0.044248452868499627 0.003016689029716078 0.023393388354231423 -0.10011148021833745 -5.3656075521537533e-05 -0.071917827180305371 0.099503572686306746 0.09102569392635286 -0.0034726396733808468 -0.10008845805369788 -0.03557344927504371 0.002783484990780646 -9.6392141174320519e-05 4.2419694594456701e-05 -0.00011824094118400833 0.0025775648188610441 -0.061611024145252359 0.089073745784736438 0.092753676319100392 -0.10014920527681048 -0.0034227380370213112 -0.00014891087532508377
leaf_weight=0.0018916505767511129 0.54498903317915548 0.0031240386765308817 1.003732493032657 0.0020365123382494179 0.0015353928628333282 0.52499786944372306 1.0086932482559019 0.50474786350233103 0.0010624049991595488 0.52076434503032831 0.0010876075584099745 0.0012946451822699601 11.516347691167089 0.0010903517281730668 0.001066845957448658 0.0014150543936922999 0.52959821512000249 0.0033394947948011122 0.0010646058024223739 0.51997839967765003 19.818478324203298 0.50030791555764154 0.53423159850454283 0.51787264099370389 0.0048065005660333773 0.0052545695361914113 0.028214502138780517 0.0036207958178238187 0.53320955382964719 3.5152864521859248
leaf_count=197 201 18 9 5 14 32 24 13 38 30 53 7 463 87 16 56 94 16 192 36 1638 3 285 97 10 53 36 62 141 108
internal_value=3.76542e-07 1.62207e-05 1.73597e-05 -2.11511e-05 -2.33914e-05 0.000610343 0.00126302 -2.10481e-05 -4.55776e-05 0.000888846 -4.79001e-05 -0.0350434 -4.57314e-05 -0.0243223 -4.43413e-05 -0.000185343 -0.000190443 -0.041812 0.0366722 0.000126836 -0.000178826 -0.00176509 4.39135e-05 0.00068872 0.00410173 0.0579117 0.0734007 0.0118783 -0.000202743 0.000201179
internal_weight=42.1551 41.6102 41.6083 39.0708 39.0677 2.53742 1.53369 39.0657 38.0402 1.02551 38.0386 0.00235705 38.0363 0.00217796 38.0341 20.8553 20.8542 0.00581915 0.00247966 17.1788 20.8484 1.02991 16.6588 4.60929 0.576128 0.0418964 0.0370899 0.00887537 12.0496 4.03316
internal_count=4034 3833 3636 3571 3553 65 56 3548 3505 43 3491 45 3446 140 3306 2015 1999 264 248 1291 1735 97 1255 651 446 161 151 115 604 205
is_linear=0
shrinkage=0.1


Tree=549
num_leaves=31
num_cat=0
split_feature=5 21 6 21 23 20 10 10 20 13 20 7 18 7 12 4 10 3 6 6 15 2 4 9 5 22 10 14 21 13
split_gain=8.03266e-05 0.000349669 0.0128061 0.000881234 0.00449093 0.0024914 0.00248044 0.00182488 0.00068888 0.000310108 0.000302791 0.000275051 0.000109242 0.000499615 0.00165808 0.000211843 0.00588798 0.00439179 0.00921383 0.0070403 0.00317398 0.00260405 0.00274539 0.00208227 0.00277565 0.00200203 0.00186655 0.00084056 0.000473016 0.000387174
threshold=23.730745871350006 7.3194403480500005 16.405383309150004 4.797392351550001 0.10469000000000002 37.999598532650005 58.167480110400007 60.613977009100005 40.750688432250008 117.45067034490002 37.627645350900004 23.203497038450006 13.946975448150001 23.864758692950002 81.514192512750014 262.75803037610007 62.391047833300007 88.931506497100017 14.135330269750002 13.65531905435 40.682889193900003 192.44078413960003 287.13979489680008 214.65508306360002 13.154029769200003 -0.083064999999999986 67.192634054300015 277.23638966875006 1.2199730554000003 98.255079293500017
decision_type=2 2 2 2 2 2 2 2 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 9 4 5 7 8 -4 -7 -2 -9 -3 -1 -14 -15 -16 20 18 19 23 -17 -20 -23 24 29 -19 -24 -26 -28 -18
right_child=1 11 3 -5 -6 6 -8 10 -10 -11 -12 -13 13 14 15 16 17 25 21 -21 -22 22 26 -25 27 -27 28 -29 -30 -31
leaf_value=0.0001925256364177745 -0.068045500116349869 -0.0021768802934780821 -0.060785600758433304 0.00065264721822170895 0.06822776782422256 -0.038852773145296345 -0.10016068312819225 0.033339610504092537 0.070469333925994568 -0.10046673680136849 0.10002736096772287 0.00030752143688058786 -0.0031363581050331303 -0.10011318211688512 3.4796833705672427e-05 -0.091092698018046647 -0.0060426233244779042 0.095380197967557423 -0.09692748686795534 0.077225708037414964 0.0043242040286185874 0.10001646842132386 0.06393218857555337 0.00018100593022867952 -0.030503298265268999 0.012607717855639645 -0.021916343578050685 -0.09486879700676959 -0.100030102963376 0.070942227605009331
leaf_weight=21.751835856845734 0.0039570110313996718 0.52267939158945598 0.0019158088122299697 0.50796742053090993 0.0043669156184478189 0.0011210602472004902 0.0081042867055882706 0.0013652797574064124 0.0011864104219050375 0.011595174315097267 0.0013581307139247656 3.0228146281880797 0.54154289098108677 0.0016557214655364963 15.189961463670224 0.011162291370055533 0.0010225526678441241 0.0068047575387026882 0.012346346095910121 0.011836175107873714 0.0050695182399067553 0.0014873182517476371 0.0010910453929682262 0.50789326030254234 0.0032341920534051383 0.0051213447595728212 0.0010046856293683959 0.0054442641110963308 0.0033940662139073652 0.0018089531377067924
leaf_count=850 39 218 97 105 20 20 134 45 52 36 4 43 273 35 927 32 507 19 39 38 31 3 6 183 21 30 24 91 75 37
internal_value=5.78984e-07 -0.00042063 -0.0027839 -0.00014657 -0.0210539 -0.0469582 -0.0741164 0.0139926 0.0173563 -0.0922177 0.066596 -5.87309e-05 4.58211e-05 -0.000149809 -4.72528e-05 -3.67459e-05 -0.00191456 -0.000201097 -0.00150159 0.00096566 -0.0612921 -0.0693312 -0.0204982 -0.000772156 -0.0428318 0.0598358 -0.0531486 -0.0708818 -0.0821887 0.0431404
internal_weight=42.1521 4.08843 0.542937 0.527385 0.0194179 0.015051 0.0104118 0.00463922 0.00230747 0.0155522 0.00272341 3.54549 38.0637 16.3119 15.7703 15.7687 0.578721 0.562489 0.550563 0.531239 0.0162318 0.0193235 0.00697712 0.519403 0.01151 0.0119261 0.0054898 0.00867846 0.00439875 0.00283151
internal_count=4034 813 552 477 372 352 206 146 72 75 49 261 3221 2371 2098 2063 1136 1073 1024 877 63 147 108 839 656 49 105 112 99 544
is_linear=0
shrinkage=0.1


Tree=550
num_leaves=31
num_cat=0
split_feature=15 21 8 4 19 17 23 14 7 10 6 7 10 0 20 20 5 21 6 17 0 10 18 18 19 5 18 21 18 21
split_gain=7.5806e-05 0.00024385 0.000273265 0.000171147 0.000131293 0.000139853 9.15372e-05 0.00375317 0.0025455 0.000756008 0.00817545 0.00572775 0.00313228 0.00150229 0.000852718 0.000552663 0.000472181 0.00024806 0.000264301 0.000243467 0.00195545 0.00720247 0.00390012 0.00551371 0.000237565 0.000573666 0.000228108 0.000174652 0.000467083 0.000148479
threshold=45.560261772200008 15.531785880150002 8.543332867800002 313.22340827140005 14.651182102100002 160.21442126885003 0.091290000000000024 157.58516208295003 22.649177329550003 61.93938686740001 16.405383309150004 22.907491544400003 61.778079379550007 84.390700714750025 34.19870408380001 41.674196414850009 29.026000224750003 15.039695091900002 16.565387047600002 201.71342726775001 96.163458868000006 64.730006406800015 14.395252042950002 14.566453504450001 14.451165964200003 21.500664456800006 11.862896247150001 2.0976681454000006 13.581061237400002 5.2761091985000013
decision_type=2 2 2 2 2 2 2 2 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 9 8 -8 10 -7 12 13 16 -11 -14 -12 18 24 29 21 -21 -23 -24 27 -26 -18 28 -16 -9
right_child=1 -3 -4 -5 -6 6 7 19 -10 14 11 -13 15 -15 17 -17 26 -19 -20 20 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.033981706206835598 -0.0018362028119796793 0.0014295794714010704 -0.0030126535371170745 0.00040666789518700101 0.001598710365875972 -0.087219499287769509 -0.0078644694518895924 0.00066220486845027643 -0.10015787817347002 0.066912407317115605 -0.06625058049570498 0.0742902298184967 -0.041394243535684459 0.10004028959822711 0.00086810140596592475 -0.10024382655132874 0.049923539134093371 -0.0022725676674926446 0.0021725059256386754 0.049244109812421583 -0.00029036178212844843 -0.10028019934810439 0.044759752495154015 -0.075463999704698664 -0.0038848353276116142 0.00081333770565614617 -0.01424325798954792 4.0922320341910183e-05 -0.0033328989622376948 5.6171356688974514e-05
leaf_weight=0.001210146367596531 0.51196707633969563 0.50899238804683467 0.51347440299195657 1.0141747133150945 0.52920578449843603 0.010651289796810626 0.0057546484501952433 6.5102258683708198 0.0062165632571122842 0.001898569825679596 0.0010620460525192499 0.010215671143186 0.0028312203220650645 0.0019130415166728199 0.51756529315206379 0.0036570089541783091 0.001009876905589735 0.5167137337181299 0.51961568683065351 0.0095903571309459146 0.51237479162199351 0.010210108652245253 0.0070221031055552894 0.0083517933701386937 0.53060608861414837 0.50941379057994141 0.0012273019577655475 18.158011649379414 0.54162128721073688 10.666068841865842
leaf_count=278 60 12 75 61 67 37 24 327 16 122 131 26 35 2 82 10 74 161 123 24 191 10 12 30 74 29 66 1193 317 365
internal_value=1.41158e-07 -0.000528492 -0.00101713 -0.000345737 3.41683e-05 1.29738e-05 1.40269e-05 0.000181892 -0.0557918 -0.000125566 -0.0153499 0.0195788 -0.0281897 0.0295372 -0.000102283 -0.0745641 -0.0113437 -0.000108258 -5.4432e-05 0.000219698 -0.00185614 -0.0246644 -0.0523696 -0.0205512 -0.000111555 -0.00158362 0.014722 -3.18882e-05 -0.0012801 0.000285873
internal_weight=42.1429 2.54861 2.03962 1.52614 39.5942 39.065 39.0638 17.7358 0.0119712 21.328 0.0325675 0.0219162 0.0117005 0.00521227 21.2954 0.00648823 0.00329922 21.2935 20.7768 17.7238 0.547549 0.0351744 0.025584 0.0153739 20.2572 1.04002 0.00223718 19.2172 1.05919 17.1763
internal_count=4034 208 196 121 3826 3759 3481 999 40 2482 381 344 318 273 2101 45 271 1979 1818 959 267 76 52 42 1695 103 140 1592 399 692
is_linear=0
shrinkage=0.1


Tree=551
num_leaves=31
num_cat=0
split_feature=22 2 18 12 7 20 20 22 6 22 22 9 20 4 22 12 21 16 15 16 18 23 9 7 0 0 2 2 9 23
split_gain=8.95467e-05 0.00184535 0.00460923 0.00436046 0.00269712 0.00176253 0.00145017 0.00038314 0.00146656 0.000253008 0.000223652 0.000447904 0.000221709 0.000853696 0.000207546 0.000203521 0.000179902 0.000330348 0.000170458 0.000287568 0.000535245 0.00942704 0.00883215 0.00597115 0.00304323 0.00647745 0.000169557 0.000155141 0.000139188 0.000505613
threshold=-0.06483499999999999 71.340832650850004 13.552878921100001 94.328280857900012 22.356277907050004 38.804080188450008 41.092444989200011 -0.053159999999999992 14.865347326450001 -0.046635000000000003 -0.085584999999999994 207.04102956050002 42.558389508100007 254.30081718620002 -0.08786999999999999 229.70680419315002 12.706368345750002 22.644947046300004 28.343014915050002 22.454947490600002 14.766576839600001 0.10828500000000003 205.88909726980003 24.312940751750002 89.168090812600013 90.533827542850005 171.97230602530001 49.864842700850012 202.37225149245003 0.094175000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 -1 -4 8 27 -9 14 12 13 -12 15 16 17 18 -5 20 21 22 23 24 -20 -26 -14 -2 -11 -30
right_child=7 3 6 10 -6 -7 -8 9 -10 28 11 -13 26 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.035238921053035034 0.00064713550049017802 0.098745656979144558 -0.1001917201478366 -0.00072675141570868219 0.077788297644541385 -0.055745830732683244 -0.012384636155364816 -0.0021499784503503606 0.0057954367177510523 -0.00011038765248752814 -0.00027447712157835141 -0.0033943629520142948 0.0019978124009262322 -0.0045497754221283781 0.0020381796904758893 -0.0019233263564381775 0.0019029756174880046 -0.0024418621201421293 0.095520363104958303 0.00010911820231684617 -0.00050938049390153646 -9.3803336679257603e-05 0.091900774472881058 -0.10010845801626321 -0.067121687251683479 0.057188974492409887 -2.9576950146472185e-05 -0.0018264095455379258 0.00018604285287325832 0.0033725069537047844
leaf_weight=0.0035123208987383192 0.50217220932245499 0.0044617287997706914 0.007693426773883516 2.0261011653682788 0.004135567429329968 0.0054064035683580869 0.0024895060088994114 0.5183318568620362 0.55410835586629037 11.207330778864861 3.8962544926026617 0.52319759191954407 0.51921003330400806 0.53067066668416618 0.52931880942354936 0.5184761835708106 0.52913010981935826 0.52283016143792416 0.0051203337058385303 10.537969368993236 0.50883793864067783 0.50609089816407504 0.02250122729310533 0.0043590691375356974 0.0069474941437874796 0.010567314158834051 2.0074540853620748 0.51218284286353466 5.0576201214096477 0.55234964484907845
leaf_count=23 2 22 59 804 10 29 33 27 76 839 100 149 96 111 69 536 128 62 55 93 31 15 36 67 15 32 38 48 312 117
internal_value=-1.0973e-07 -0.000131608 -0.0282979 -0.000103409 0.0110373 -0.0199147 -0.0787248 0.000161499 0.00165819 2.60841e-05 -0.000122415 -0.00057269 -0.000360383 -0.000786972 9.16339e-05 2.38434e-05 9.26124e-05 2.49214e-05 0.000119555 0.000267343 0.0018338 0.00397981 0.0456325 0.00706532 0.0277048 0.00787941 0.000387036 -0.000601843 9.31532e-05 0.000499778
internal_weight=42.1368 23.2327 0.0232372 23.2095 0.0130543 0.00891872 0.0101829 18.9041 1.56846 17.3356 23.205 7.47679 6.95359 4.42693 15.7283 15.1989 14.6805 14.1513 13.6285 11.6024 1.06442 0.555586 0.0494954 0.0269942 0.0226351 0.0175148 2.52666 1.01436 16.8173 5.60997
internal_count=4034 2613 154 2459 62 52 92 1421 126 1295 2437 494 345 211 1943 1874 1338 1210 1148 344 251 220 205 169 102 47 134 50 1268 429
is_linear=0
shrinkage=0.1


Tree=552
num_leaves=31
num_cat=0
split_feature=3 6 10 23 5 9 22 17 9 21 17 3 0 14 18 20 21 22 16 17 23 22 17 21 20 22 20 17 13 6
split_gain=9.35697e-05 0.00045494 0.000277357 0.000144219 0.00582783 0.000362912 0.00095107 0.000295417 0.000254235 0.00018736 0.000906501 0.000177377 0.000453087 0.000173676 0.00030523 0.00013379 0.000346388 0.00497391 0.00672742 0.00483244 0.000699166 0.000133442 0.000293104 0.000549399 0.000191968 0.000488169 0.00023696 0.000144766 0.000672038 0.000132367
threshold=81.715684874950014 11.865277230300002 75.499969677400017 0.093325000000000033 16.351273197450002 199.68228938305 -0.02903 192.28474763930004 205.67007911670001 5.1781607048500016 188.64489188380003 93.663192806700025 86.420486603250012 296.05563064415009 12.971888692100002 36.893814626400008 2.4921523776000005 -0.077729999999999994 22.624947093000003 188.10488866565001 0.084360000000000018 -0.085584999999999994 183.19621122360005 4.2374199175500005 40.241071441700008 0.066710000000000019 40.636252116050009 202.13833745355001 117.53132408880002 15.710367070250003
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -7 10 -5 12 -11 14 -13 29 17 -17 19 -19 -21 -18 -23 -24 25 -25 -26 28 -28 -6
right_child=2 -3 -4 5 15 6 -8 -9 -10 11 -12 13 -14 -15 -16 16 21 18 -20 20 -22 22 23 24 26 -27 27 -29 -30 -31
leaf_value=-7.7847437619539485e-05 0.068829086962922476 -0.0031672228097465757 0.0023509583775428353 -0.00027210400003714938 0.0020779898361767998 0.0028535489542586248 0.0049769014556840076 -0.0016481645910734356 0.00030950415170579804 -0.0024701914645136403 0.0043475920910935597 -0.00090491467097726782 -0.00011674840818080867 -0.00058684869619449523 0.0020930261840241431 -0.00023048633065395511 0.00011521428452541279 0.0058000722721961101 0.046416760152243636 -0.060856562220626888 -0.10020982654158804 0.0009151129221841919 -0.0037030166804485096 -0.0038412053524436562 0.00088731277508961859 0.00051764694964815511 -0.0042128627641715563 3.426974659175939e-05 -0.00038335216398843692 -0.00019613255419187862
leaf_weight=4.5223042992105151 0.012250014872576709 0.53282591712814475 0.51885468163619819 1.916582073458976 0.51819317249475971 0.53076144725130925 0.55600084278645923 0.54586246321662191 1.5113627220734995 1.0267347922401198 0.54569680690519806 0.50782683959214336 4.0245692944142633 1.0141859481918549 1.0252421424618772 0.527305429475182 10.09741698302723 0.0077612399173730964 0.0073131252644316183 0.0067943436552013728 0.013454873635076581 1.5168227870670286 0.53214353860541308 0.52146055860549612 1.5153613108814168 0.50650425791172893 0.52670165931159107 3.0124924335933922 3.5263119271045866 0.50575264026850508
leaf_count=1205 60 256 136 53 67 33 67 121 52 32 72 37 87 20 34 262 638 22 39 18 54 158 100 37 19 17 80 38 77 143
internal_value=1.19847e-07 -0.000403477 5.51457e-05 2.25628e-05 -0.000126786 0.0002867 0.0012245 0.000418339 0.000970718 -6.36042e-06 0.000751725 -0.000252015 -0.000595112 0.000428361 0.00109996 -0.000162974 -0.000214255 -0.00266403 -0.0389916 -0.0612905 -0.0870054 -0.0001509 -0.000381395 -0.000575318 -0.000402104 -0.00169349 -0.0002474 -0.000490765 -0.000881009 0.000954743
internal_weight=42.1329 5.05513 37.0777 36.5589 23.354 13.2048 3.14399 2.58799 2.04212 10.0608 2.46228 7.59856 5.0513 2.54725 1.53307 23.3418 22.3178 0.562629 0.0353236 0.0280105 0.0202492 21.7552 11.6578 10.141 9.60883 1.02796 8.58087 7.06551 4.05301 1.02395
internal_count=4034 1461 2573 2437 1829 608 273 206 85 335 125 210 119 91 71 1769 1559 395 133 94 72 1164 526 368 268 54 214 195 157 210
is_linear=0
shrinkage=0.1


Tree=553
num_leaves=31
num_cat=0
split_feature=23 6 23 23 8 13 21 13 20 9 15 22 20 22 13 7 19 13 17 5 12 9 6 13 18 15 21 5 21 10
split_gain=9.66862e-05 0.000254162 9.45978e-05 0.000180336 8.67666e-05 8.96929e-05 0.000229058 0.000784694 0.0015096 0.000215675 0.000156805 0.00092734 0.00265471 0.00293693 0.00259509 0.00182394 0.00170438 0.00144931 0.00128781 0.00123373 0.00119373 0.00103827 0.000497022 0.000167181 0.00194922 0.00026921 0.00123694 0.00118595 0.00188676 0.00118699
threshold=0.41214500000000009 15.155354102400002 -0.55648999999999993 -0.27628999999999998 8.8430989333000021 117.60660091645001 10.003699902950002 117.69263157665002 40.206947806850003 195.10791980860003 46.435439118750004 -0.167075 39.110279783550006 -0.50001499999999999 114.81060446080001 22.105125139000005 14.051133688400002 104.08096806215002 186.38090997870003 14.285627908 144.57070813310003 198.16621393750003 13.835323260100003 117.58509325145 12.885811969150001 16.701947052500003 5.3866163921000005 13.154029769200003 2.8525683144000005 79.836452641800022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 10 7 8 -7 -8 11 12 18 14 17 -13 20 19 -5 -14 -15 -19 -20 24 -17 26 -26 28 -27 -30
right_child=1 -3 3 4 -6 6 9 -9 -10 -11 -12 15 13 16 -16 23 -18 21 22 -21 -22 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=0.026068899380026541 -0.0002280802994740803 0.001812605769146826 -0.036334287421345215 0.042286639843712809 -0.0012967265618245279 0.00073358350212288006 -0.0010097223352117657 6.8944278578404562e-05 -0.0068462935702046498 0.00071652942041286135 -0.0016705933646362957 -0.092270110278197925 0.027085015697611708 -0.080609728878823436 -0.10012964860539995 -0.067719900202556652 0.09595770882151676 -0.024385231743446659 -0.016746217040454592 -0.10002173984873802 0.053366192725094144 0.085157639710452149 -0.099004147244150797 0.00094639683620214687 -0.10001492534963508 -0.067775458449780862 0.041323871057609561 1.1552948650819051e-05 -0.010542926593837012 0.089298766734631316
leaf_weight=0.0013878625752486986 1.5056090544173693 1.0263762132908594 0.001368895164793992 0.0012152282179255227 0.54009231837264238 0.50619296102013611 1.0144212198809337 2.4247071773620306 0.5463248135278107 2.5258895877414034 0.52080415932853696 0.0021392540172467936 0.001695462880858865 0.0010258157338090008 0.0021966550139040919 0.0042486164802565387 0.0077312998892899998 0.0011478128179618352 0.0010126516413604125 0.001389417919912761 0.0018909969030801721 0.0035147806515283264 0.0026746827086299163 2.0345786667302255 0.001304097717298793 0.0013397637538497533 0.0011789743431074168 29.439987955715079 0.00161299849116886 0.0045488141588627684
leaf_count=66 51 36 132 109 185 14 39 104 74 26 90 233 107 94 5 13 37 69 74 30 124 18 23 48 309 102 270 1342 120 90
internal_value=5.01785e-08 0.000599141 -3.82574e-05 -3.91725e-05 -3.79176e-05 -2.05094e-05 -0.00034431 -0.00092079 -0.00320086 0.000221899 5.04167e-05 7.88562e-05 0.019143 0.034888 -0.00419141 6.3422e-05 0.0713838 0.0230101 -0.0469907 -0.0301634 0.00624811 0.0581909 -0.0764137 6.96948e-05 9.1358e-06 1.89068e-05 -0.0329066 2.16831e-05 0.0397776 0.0631629
internal_weight=42.1296 2.53199 39.5976 39.5962 39.5949 39.0548 7.01754 3.47722 1.05252 3.54031 32.0372 31.5164 0.0254948 0.0205922 0.00994413 31.4909 0.0106481 0.00774747 0.00490256 0.00308488 0.00291681 0.00466259 0.00368733 31.4888 29.4542 29.45 0.00248307 29.4475 0.00750158 0.00616181
internal_count=4034 87 3947 3881 3749 3564 257 192 88 65 3307 3217 690 484 229 2527 255 224 206 137 218 87 97 2294 2246 2233 579 1654 312 210
is_linear=0
shrinkage=0.1


Tree=554
num_leaves=31
num_cat=0
split_feature=22 2 18 12 17 22 20 23 22 6 14 3 22 0 6 23 19 20 6 18 15 17 21 3 21 3 16 15 13 21
split_gain=8.61725e-05 0.00151655 0.00416904 0.00392154 0.00243074 0.00272903 0.00194497 0.000653539 0.000324165 0.00135471 0.000643235 0.000191658 0.00110097 0.000360391 0.000367268 0.000295131 0.000273982 0.000338917 0.000148732 0.00257206 0.0105802 0.00256764 0.00100014 0.000474211 0.000413708 0.000366813 0.00799721 0.0107403 0.0116963 0.00885382
threshold=-0.06483499999999999 71.340832650850004 13.552878921100001 94.328280857900012 188.83172615260003 -0.095854999999999996 41.685324604100011 0.099855000000000027 -0.053159999999999992 14.865347326450001 128.57956104760004 93.281431752200021 0.022350000000000005 86.479632682150012 16.495385412050002 0.10301500000000002 14.451165964200003 42.094663496250007 16.265380038000004 13.659439901750002 38.992510055900006 188.64489188380003 3.2432014949500005 92.598563387050021 3.3069203559500004 83.538459487450012 22.584947186600004 28.626568391100005 108.49810477050001 0.17201659740000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 7 -4 -1 9 -2 -10 13 -13 -12 16 -14 -15 -18 19 20 21 22 -5 24 -20 -21 27 28 -27 -29
right_child=8 3 6 18 -6 -7 -8 -9 10 -11 11 12 15 14 -16 -17 17 -19 23 25 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.059169586808225698 -0.00063495353316247527 0.09840481655377413 -0.10016415785828144 -0.065226674973124329 0.062393650300782644 -0.10008826353137075 0.011250122843192958 -0.020175288197373929 -0.067863167106470584 0.0055182266136490363 0.0027341493551575292 -0.0046625636269326002 0.0025696742234132442 3.0541789519102207e-05 -0.0025671395430308095 -0.0007546702102663018 0.0034953074663334653 -0.00012224274379304717 3.2317014974110103e-05 -1.5272692563524289e-05 0.032007599003038921 -0.10040620573125032 0.059012679859690644 -0.00010839160391658943 0.0040124290041946278 -0.10014887185249571 -6.0025457559094497e-06 0.067230924711687706 0.076806795479008705 -0.083998836943892125
leaf_weight=0.0024082376920659954 1.0141244357887256 0.0040404503915166803 0.0074329859632342732 0.0011189837969839958 0.0053509876597672701 0.0029690423816636224 0.0019853745624658359 0.0018245859237140394 0.0013951790042580061 0.5528685269008945 0.52024368536149879 0.54364618953755073 0.52072098702910341 13.647867798546715 0.51507513898832336 0.548209480873453 0.52689120855575378 0.50932183835539035 0.50576199201509797 4.5512375987129046 0.015042517149140622 0.014140686798782554 0.0015392792595607108 16.502462146886373 0.53999158088845434 0.005261231425300549 1.0111479101688017 0.004348133312760182 0.012878292850245998 0.035301116430127788
leaf_count=31 50 22 63 21 11 8 29 12 11 76 15 129 175 869 19 22 43 12 51 992 29 12 134 749 54 102 35 21 16 221
internal_value=8.40315e-08 -0.000128934 -0.026389 -0.00010407 0.0113428 -0.026588 -0.0766782 0.0249675 0.000158632 0.00153602 3.41117e-05 3.95772e-05 -0.000998662 0.000146085 5.74997e-05 0.000864758 0.000149564 0.0017172 -0.000121226 -0.000567365 -0.0289085 -0.0834554 0.00671469 2.24692e-05 0.00208751 -0.000406797 -0.0020738 -0.0382547 0.0254821 -0.0674142
internal_weight=42.1266 23.2262 0.0219712 23.2043 0.0125529 0.00720187 0.00941836 0.00423282 18.9004 1.56699 17.3334 17.332 1.61258 15.7194 15.1992 1.06893 14.6841 1.03621 23.2002 5.65202 0.0318415 0.0167989 0.00265826 17.5482 1.04575 5.62017 1.06894 0.0577888 0.0181395 0.0396492
internal_count=4034 2613 154 2459 62 51 92 43 1421 126 1295 1284 326 958 943 197 924 55 2437 1583 196 167 155 854 105 1387 395 360 118 242
is_linear=0
shrinkage=0.1


Tree=555
num_leaves=31
num_cat=0
split_feature=6 20 22 9 22 17 23 20 20 16 23 14 3 22 23 23 17 22 10 12 17 5 21 21 21 6 21 16 22 13
split_gain=8.49351e-05 0.000271956 0.000533873 0.00104698 0.000212799 0.000185707 0.000182119 0.000193844 0.00015944 0.000324502 0.000685765 0.000344943 0.000280269 0.000198614 0.000504378 0.000295652 0.000291779 0.000234541 0.000161678 0.00378519 0.00201703 0.00133684 0.000239069 0.000202881 0.00019337 0.000312948 0.000171965 0.000524941 0.0110135 0.00316554
threshold=16.465384711100004 40.633548727200008 -0.059424999999999999 192.57902085675002 -0.074349999999999986 195.53954078470002 -0.50325999999999993 32.724174661450007 40.340071172300007 22.644947046300004 0.082535000000000011 164.30896597920002 93.499196860750018 -0.059424999999999999 0.09062000000000002 0.092505000000000018 197.20536406400001 -0.048954999999999992 62.00390986255001 103.54784004735002 187.77231677760003 19.092410691950004 3.2025200283000004 15.285239689500001 3.9632429946000003 16.445384243750002 11.507908610950002 22.614947116400003 -0.117885 108.65403534205002
decision_type=2 2 2 2 2 2 2 2 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 4 -4 -3 -2 -1 -8 12 11 -11 -10 13 14 -9 -16 -17 -15 23 20 21 -20 -21 -13 -24 26 -26 28 -28 -30
right_child=1 2 3 -5 -6 -7 7 8 9 10 -12 18 -14 17 15 16 -18 -19 19 22 -22 -23 24 -25 25 -27 27 -29 29 -31
leaf_value=0.037097017146129951 0.0001612445800963587 -0.00039833885926067653 0.00053610678950045639 -0.0057582265928892941 0.0017174705732882823 0.0021371747840532931 -0.036712310166115487 -0.003591280791977498 0.002677418002239309 0.00011939549753705922 0.0045530857945292394 -0.0025535249694187221 -0.0025279212056032903 0.0015900145431343967 0.0019372499147519468 -0.0027374356221169377 0.00016303779471069931 -7.3006738564308017e-05 -0.051616518357426089 0.0022731251670681553 -0.09021395319040619 0.1000091248037097 -0.0018053063063599578 0.00026749381837076004 -5.5806612074359262e-05 0.0025966775728246626 -0.00010327580232375607 -2.0264573839496931e-05 0.021969858457234936 0.084110792963636383
leaf_weight=0.0013304948904843119 4.9477385215838003 7.0759125655794266 0.52128179143151487 0.53598262736564628 0.50958810223461615 0.52623629689264806 0.0014304503606287202 0.53031139833651808 0.52103434490229972 1.0046050754217493 0.53444284243708029 0.51441375640827469 0.50609248225565018 1.0173929927018432 0.51675538091795115 0.52637111190278885 1.0168177589704148 5.0951195380236571 0.001287770998754989 0.52821588207348469 0.0070236026576822042 0.0010601995891192928 0.5099505850317464 0.50540508471249268 12.104240787140563 0.5151179792529782 0.502025544755199 1.5059004422291762 0.013847856266976821 0.020091548947050342
leaf_count=53 290 351 160 85 16 61 128 276 82 41 51 81 29 31 50 133 116 350 65 303 19 4 107 7 712 19 235 15 140 24
internal_value=-3.15903e-07 -0.000200315 -0.000549622 -0.00265482 -0.0002562 0.000351199 0.000100517 9.87586e-05 0.000100639 0.000267707 0.00165902 0.000143572 -0.000240226 -0.00010719 -0.000841052 -0.000133034 -0.000826294 0.000203794 6.46515e-05 0.000143863 -0.0633904 0.0168483 0.000181789 -0.00115548 0.000108974 0.000175557 8.73945e-05 0.000936295 0.00362394 0.0587562
internal_weight=42.117 14.1167 8.64277 1.05726 7.5855 5.47397 28.0003 27.999 27.9975 18.7887 1.53905 17.2496 9.20886 8.70277 2.59026 2.05994 1.54319 6.11251 16.7286 15.7088 0.00937157 0.00234797 15.6994 1.01982 15.1712 14.6612 14.1461 2.04187 0.535965 0.0339394
internal_count=4034 963 612 245 367 351 3071 3018 2890 1905 92 1813 985 956 575 299 249 381 1731 1643 88 69 1555 88 1252 1145 1126 414 399 164
is_linear=0
shrinkage=0.1


Tree=556
num_leaves=31
num_cat=0
split_feature=15 21 19 22 9 23 17 16 21 21 2 2 21 20 2 8 19 6 22 13 10 0 0 18 21 19 5 22 5 22
split_gain=0.000115184 0.000558125 0.000108923 0.000349877 0.000899801 0.000605738 0.000404229 0.000643108 0.000345075 0.000290877 0.000192218 0.000426476 0.000314427 0.000160549 0.000243353 0.000440879 0.000120437 0.000115724 0.000114613 0.000166837 0.000178906 0.000655013 0.000552255 0.000725752 0.000258952 0.000159738 0.0090977 0.00242324 0.000665996 0.002005
threshold=46.074827201850006 15.285239689500001 14.351157895250003 -0.063749999999999987 193.67618212375001 0.13041500000000003 195.42788627465004 22.594947163200004 7.7834773016000005 14.169342482300001 184.38272419390003 134.33885108415004 14.629285661800003 40.377444152000002 108.24034454255001 8.1436447804000007 14.451165964200003 16.465384711100004 -0.095854999999999996 117.64961624655002 71.787208999250012 94.114853772600014 93.399723909900004 13.777522434500002 1.9176293050000004 13.151061067750001 17.324237253850004 -0.15447999999999998 17.719454526200003 -0.117885
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 6 -5 10 13 -8 -9 18 11 -6 -12 16 15 -15 -4 -16 25 20 21 22 23 -20 -22 26 -1 -28 -29 -30
right_child=1 -3 3 4 5 -7 7 8 -10 -11 12 -13 -14 14 17 -17 -18 -19 19 -21 24 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.00043907441040763297 -0.003484201057735955 0.00052843648406794433 0.00018038657810464048 0.0048513665393962457 0.0002802414396369896 0.0035647516459021075 -0.0043083609660145902 -0.001880574368926439 0.0017965581782460373 -0.0023981337476359802 0.0025997125567160531 -0.0032243788191237198 -0.00089133146442241316 -0.0002015523013064896 0.00074743168421350509 0.0039163796961333656 -0.0012585357869131393 -0.00032460896345821836 -0.00026491863093101474 0.0011034166782937953 -0.0021550683228483518 -0.0039598876939030969 0.0027765763071844005 -0.0040447136516629486 0.00012037958280914031 0.00019050728989663781 -0.025023054900445409 0.10013083795595711 0.097753800210709563 -0.037566227786084691
leaf_weight=0.51512345700473816 0.52799030874392272 1.0091720806069302 1.3695204833275041 0.54408561324575488 1.0557546913589213 0.51892785215432002 0.54146799041836846 0.51122667877780237 0.50960947741987184 0.53027843239544736 0.52487046995784659 0.51738979720994382 0.50739888538373634 0.5028519052575573 2.0179256265248 0.53832615416831686 1.0111550505753255 2.0098122767717541 6.0496849357058577 1.0225265351176052 0.52174860210023766 0.5354260090613624 0.52868270932594885 0.55455138464471776 12.071735698401717 5.5499975145516638 0.0022565866954347693 0.010588897013804 0.0035738840802549401 0.0015785694245762372
leaf_count=625 162 20 21 64 47 15 101 46 9 292 60 24 11 14 30 127 37 23 263 31 272 175 62 106 572 516 232 4 55 18
internal_value=-1.44726e-07 -0.000849839 3.20431e-05 0.000275059 0.00109836 0.0004448 -6.00796e-05 -0.00152256 -4.49207e-05 -7.84145e-05 -0.00017661 -0.000872389 0.000883734 0.000246626 0.000564775 0.00192757 -0.000430773 0.000212491 -3.34671e-05 -0.000142871 -0.000205766 -0.000586564 -0.000333349 -0.000582304 2.61077e-05 0.000349328 0.00200272 0.0718898 0.0857827 0.0562955
internal_weight=42.1152 1.53716 40.5781 12.6803 3.66843 3.12434 9.0119 1.5623 1.02084 27.8978 2.60541 1.57314 1.03227 7.44959 5.06892 1.04118 2.38068 4.02774 27.3675 21.2844 20.2618 7.66835 7.13292 6.60424 12.5935 6.08312 0.533121 0.0179979 0.0157414 0.00515245
internal_count=4034 182 3852 629 221 157 408 156 55 3223 142 71 71 252 194 141 58 53 2931 1481 1450 606 431 369 844 1450 934 309 77 73
is_linear=0
shrinkage=0.1


Tree=557
num_leaves=31
num_cat=0
split_feature=8 8 4 3 18 5 10 23 20 9 9 7 10 13 16 22 21 9 9 15 2 16 20 19 23 16 23 23 19 23
split_gain=9.77288e-05 0.000107345 0.000206681 0.000684777 0.00158741 0.000126 0.000115616 0.000439436 0.00743992 0.00355433 0.00241009 0.00123924 0.00100408 0.000258025 0.000403839 0.000915417 0.000131498 0.000473157 0.000307979 0.000276925 0.000508439 0.00564057 0.0101674 0.00506497 0.00181148 0.00173688 0.00216006 0.0010964 0.000546964 0.000473723
threshold=8.8430989333000021 8.7431769115000026 137.02556730370003 75.529542716850017 18.563642556900003 21.991679690250006 61.987779113750001 0.090390000000000012 40.206947806850003 187.45330412110005 184.36538191430003 19.078733418100004 61.93938686740001 117.58509325145 22.594947163200004 -0.084275000000000003 8.9626214023500008 201.09804420775001 199.68228938305 40.042228346200012 178.70687671690004 22.634947069650003 41.092444989200011 13.251069136700002 0.08572500000000001 22.564947233300003 0.085335000000000022 0.093325000000000033 14.251149826300002 0.089415000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3 7 8 -5 10 11 -10 -11 16 -15 -16 19 18 -18 20 -8 22 23 24 -22 26 -24 -28 29 -25
right_child=-2 5 3 6 -6 -7 13 -9 9 12 -12 -13 -14 14 15 -17 17 -19 -20 -21 21 -23 25 28 -26 -27 27 -29 -30 -31
leaf_value=0.025811858055274778 -0.0013326196501114611 0.0015035017000468718 -0.10002178069552646 -0.00043594910623708395 0.040779408504544611 6.7232011846607296e-05 6.5706053586042922e-05 -0.00015905702425470783 0.015251475095533549 -0.054206502979062966 0.068601544233329745 -0.10012665321114678 -0.099243038932358224 -2.7979114026358764e-05 -0.00052034236473458707 0.0054186383186634835 -0.00038616601912914593 -0.0032443504683901513 0.0021720993907781423 0.0013685790402698094 0.040908860771547977 -0.00017838441814710884 0.049643588625224881 0.016688305319860004 -0.088632587800788129 -0.10051299040385223 -0.10016797174093717 -0.013592368177477636 0.093745158215792171 0.073879906727603459
leaf_weight=0.0030962721177790744 0.54313849391081603 1.0253847242188379 0.0020537690122743009 0.50334309799086119 0.00131237927782288 1.5106819393395836 21.747044059287752 5.4816487121484272 0.0016887514132490891 0.010160629836500235 0.0033136813908640761 0.002074402506543116 0.0096538640727956704 1.5036434962021297 0.50436769273244408 0.53465339660808175 5.5666418868669494 0.54548320519084814 0.51402875100109202 1.5600876023592736 0.0014794631346462537 0.50098449836150394 0.0019045075667195599 0.0028008803416810224 0.0039928531955891189 0.015364373601187253 0.0043851164635694273 0.0021949548293633825 0.0041700180881889537 0.0029991178075761127
leaf_count=22 201 31 519 145 359 34 1050 142 194 22 7 108 22 14 22 36 407 172 22 184 45 16 46 18 51 22 76 16 8 23
internal_value=9.54707e-08 1.7508e-05 -2.34514e-05 -2.55009e-05 -0.0451268 0.000647946 -2.16109e-05 -0.000424959 -0.00317389 -0.0544218 0.00641199 -0.0483496 -0.0761489 5.18341e-05 0.00101963 0.0025357 -2.89172e-05 -0.000423 -0.000169903 8.05813e-05 -9.57715e-06 -0.00303986 -0.0395251 0.0236921 -0.0536105 -0.0804587 -0.0441432 -0.0712884 0.0661218 0.0462615
internal_weight=42.1138 41.5706 39.0346 39.0315 0.00336615 2.53607 39.0281 6.01188 0.530234 0.0268913 0.00707684 0.00376315 0.0198145 33.0162 2.54266 1.03902 30.4736 6.62615 6.08067 23.8474 22.2873 0.540276 0.0392913 0.0154423 0.00547232 0.023849 0.00848458 0.00658007 0.00997002 0.0058
internal_count=4034 3833 3768 3746 878 65 2868 640 498 353 309 302 44 2228 72 58 2156 601 429 1555 1371 321 305 145 96 160 138 92 49 41
is_linear=0
shrinkage=0.1


Tree=558
num_leaves=31
num_cat=0
split_feature=15 21 19 12 9 12 23 8 20 20 7 21 4 9 13 23 20 22 20 18 22 17 17 5 12 22 13 18 15 22
split_gain=8.75456e-05 0.000453295 0.000128995 9.07306e-05 0.000370379 0.000114035 0.000218588 9.82558e-05 0.000437704 0.000181815 0.000147836 0.000130276 0.000958243 0.000466526 0.000134613 0.000802509 0.000408182 0.000566484 0.00213832 0.00209355 0.00207284 0.00216385 0.0018317 0.00157786 0.00139901 0.00124409 0.0002181 0.000190554 0.000334992 0.000264468
threshold=46.074827201850006 15.285239689500001 14.651182102100002 82.696898122450008 191.72037998490001 86.968866757150025 0.08481000000000001 8.7431769115000026 40.00488309970001 32.724174661450007 22.907491544400003 14.894616075700002 157.07313959035005 186.68586460755003 117.60660091645001 0.09551500000000003 33.151194885250007 -0.22094499999999997 39.792680591700012 13.431026577400003 -0.50001499999999999 197.01076493205002 190.69924117675001 15.120347274900002 190.49103260480004 -0.58994000000000002 116.35915634395 13.552878921100001 39.883592142850006 -0.070909999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -5 9 -9 -7 -10 12 -11 -13 16 -16 -14 18 19 -18 21 24 26 -21 25 -20 -22 29 -29 -19
right_child=1 -3 -4 5 -6 7 -8 8 10 11 -12 13 14 -15 15 -17 17 27 20 23 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00037553290741961821 -0.0031113948769663242 0.00050239076108732675 0.0015799923861378289 0.0025343403215598208 -0.0029039442658407265 -0.038328995956620808 -0.00039564511758714659 0.0031717655672470861 -0.0015346093699875067 0.035699698906983067 0.00043337539062132896 0.0010169184424361803 0.052387235577188607 -0.0032192785211329991 -0.0041818308909781507 1.9017731127489258e-06 0.09047309436267148 0.00010165876437800643 0.088521844199392741 0.022729859951079092 -0.0372318465955205 -0.10007916859905348 0.098294615154277704 -0.10003494362181259 -0.060850242995532149 -0.022967861801696562 0.022365886584214276 -5.6720733498896196e-05 -0.0026061623959375375 0.0012891313741361387
leaf_weight=1.0050814133206589 0.52912418995181454 1.0089939767645999 0.52844601943862457 0.51344954675360133 0.52388104381092393 0.0012397975878134506 0.50510418395591783 0.52812476314440404 0.50919610807147853 0.0075172319759307929 1.5246373631002468 0.51156610423953208 0.001490945273466048 0.52859430027841503 0.52873573327095558 3.4505664716743922 0.0010905541154492089 7.0541433482992826 0.003117861654548193 0.0015060450136933114 0.0010803906369451378 0.0017630280445403157 0.006074664471586777 0.0034343500148361628 0.0014196975500818665 0.0014740875252527959 0.0014225333444670696 19.740662087457039 0.52921720082417678 2.5548059128786349
leaf_count=43 162 20 67 23 82 187 21 61 49 12 64 182 14 88 92 54 44 243 26 89 119 90 21 58 16 71 95 1649 81 211
internal_value=-2.5045e-07 -0.000740779 2.78258e-05 7.34055e-06 -0.000748141 3.73343e-05 0.00108135 8.97197e-06 0.000606728 -3.48696e-05 -5.93347e-05 -3.35104e-05 3.23561e-07 -0.00113585 -7.59688e-06 -0.000553997 6.51153e-05 6.25064e-05 0.0159652 -0.0349293 0.0347358 -0.00266109 0.0686321 -0.0626109 0.0259086 0.0527319 -0.00335956 5.05932e-05 -0.000123283 0.000417381
internal_weight=42.107 1.53812 40.5688 40.0404 1.52896 38.5114 1.01855 37.4929 2.56196 34.9309 2.03383 34.9297 33.8895 1.04016 33.882 3.9793 29.9027 29.9012 0.0223832 0.00603095 0.0163523 0.00777467 0.00857759 0.0049404 0.00601165 0.00459195 0.00250292 29.8788 20.2699 9.60895
internal_count=4034 182 3852 3785 125 3660 44 3616 174 3442 113 3255 2985 270 2973 146 2827 2813 629 191 438 203 235 147 113 97 214 2184 1730 454
is_linear=0
shrinkage=0.1


Tree=559
num_leaves=31
num_cat=0
split_feature=17 8 8 19 20 23 23 17 6 4 14 15 13 21 13 0 8 10 0 18 21 3 16 5 12 4 18 12 20 9
split_gain=0.000135889 0.000129921 0.000104772 0.000122296 0.000275548 8.17504e-05 0.000322334 7.96074e-05 0.000196521 0.000191841 0.000151068 0.000280794 8.79638e-05 0.000259322 0.00139289 0.000214172 0.000214022 0.000144708 0.000149733 0.000125708 0.00043233 0.000566388 0.000188574 0.000557708 0.000153688 0.00018007 0.000496862 0.000139036 0.000110283 0.000353903
threshold=160.21442126885003 8.8430989333000021 8.7431769115000026 14.151141757350002 42.488347682450005 -0.55648999999999993 -0.27628999999999998 205.83789591070004 13.975326531250003 137.02556730370003 143.06733454090002 13.699258176050002 117.60660091645001 8.7462497811500022 117.70876232545002 85.812895065800021 8.4434108459500017 62.009286778800011 85.877418060900013 13.303774303900001 6.9459996152000008 89.907416798450015 22.624947093000003 20.769304081650002 243.44243106745003 274.40025405315004 13.455547561900003 82.696898122450008 42.899217095850013 205.88909726980003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -7 9 -9 -8 -11 -12 15 14 -14 -13 -15 -17 -19 20 21 -20 24 -24 25 27 -27 -21 -29 -30
right_child=1 -3 3 4 -6 6 7 8 -10 10 11 12 13 16 -16 17 -18 18 19 22 -22 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=-0.034348496693630853 0.024562613366172818 -0.0015375475952656894 6.8782719638420489e-05 0.0030748613338234089 -0.0001954472661850068 -0.055926027281048764 0.025143933915397799 -4.8983670273404273e-05 -0.0022900706014060365 -0.030096768868416453 0.040772759726004297 0.0020827472217049788 -0.0055919015568342148 -0.00046273019744974575 0.00013957028702551706 0.00076903648514598042 0.0011077227291163168 -0.0017151837728727312 -0.00010453442430653764 -0.0015815421801527322 -7.8633398744180081e-05 0.0045772572148270714 0.00023316444253798977 -0.0037860637532998748 0.0016893917656890429 0.00022916899358393699 -0.0035398745168879033 0.00015084638425281668 -0.0028601000114873865 0.00035416573040721717
leaf_weight=0.0011517582302563714 0.0013527954508266707 0.54193782079378294 1.5046792432517571 0.52914040362702486 0.50214237378678206 0.0010313010323547136 0.0030377001976721321 1.5193386015776789 0.52700596863316906 0.0016662946036437578 0.0016901446081537532 0.52490028527488775 0.54416786911984205 2.0266624632564683 1.920423000019724 2.5337065788044155 1.5175684975510284 0.51165758642946713 0.50520142968025072 0.51689019690714388 3.0227047815022203 0.52893727091500864 1.0020818631601276 0.52670103426993353 0.52390809906883973 1.0024177983666378 0.53720338435806603 17.696406692803347 0.51792124837167719 1.0116283208810726
leaf_count=278 56 195 16 41 8 117 15 470 162 5 326 399 70 47 68 42 27 21 20 49 56 69 9 51 194 9 248 662 278 26
internal_value=-1.4987e-07 7.89729e-07 2.08484e-05 0.000643695 0.00148251 -1.96248e-05 -2.04769e-05 -1.89995e-05 -0.000626143 1.46e-05 1.25355e-05 1.38924e-05 1.20291e-05 -0.000338112 -0.00112591 7.99806e-05 0.000209706 4.54424e-05 -2.02613e-05 1.13983e-05 0.000525183 0.00229009 -7.79238e-05 -0.00115155 -2.65476e-06 -4.43077e-05 -0.00108592 3.69214e-05 8.04338e-05 -0.000734218
internal_weight=42.1053 42.1041 41.5622 2.53596 1.03128 39.0262 39.0249 39.0238 2.04634 36.9775 36.9744 36.9728 36.9711 6.00882 2.46459 30.9623 3.54423 30.4374 27.9037 27.392 4.05684 1.03414 23.3352 1.52878 21.8064 21.2825 1.53962 19.7428 19.226 1.52955
internal_count=4034 3756 3561 65 49 3496 3440 3323 632 2691 2676 2671 2345 212 138 2133 74 1734 1692 1671 145 89 1526 60 1466 1272 257 1015 966 304
is_linear=0
shrinkage=0.1


Tree=560
num_leaves=31
num_cat=0
split_feature=17 8 22 12 9 22 14 2 7 21 20 16 20 20 5 19 21 10 14 7 17 22 5 5 23 21 20 23 22 16
split_gain=0.000111459 0.000105136 0.000117274 0.00222169 0.00190723 0.00156721 0.00146581 0.00235468 0.00054679 0.000535953 0.00205785 0.00125403 0.00104078 0.000557402 0.000457686 0.000341833 0.00055699 0.000902811 0.000201367 0.00024155 0.000200198 0.000181916 0.000122366 0.00079165 0.00030037 0.000121949 0.000613254 0.0103138 0.00734815 0.00368194
threshold=160.21442126885003 8.8430989333000021 -0.06483499999999999 90.84682862195001 194.45262321395003 -0.10051499999999999 156.61564208075004 71.340832650850004 22.356277907050004 0.17201659740000003 38.244973486750006 19.124955277500003 34.654301448200009 33.708131650200009 20.120233242600005 14.351157895250003 12.315862460400002 61.998532946250002 170.13250779355005 22.407814303000006 193.10154186985002 -0.020814999999999997 22.649179082500002 20.769304081650002 0.094375000000000028 10.003699902950002 41.806790701050012 0.085235000000000019 -0.10946499999999999 22.584947186600004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -8 -2 10 12 -12 13 -9 -14 22 17 20 19 -11 -17 -18 23 -4 -24 -20 -27 -28 29 -29
right_child=1 -3 15 6 -6 -7 7 9 -10 18 11 -13 14 -15 -16 16 21 -19 25 -21 -22 -23 24 -25 -26 26 27 28 -30 -31
leaf_value=-0.031283716262813899 0.0032953376903461264 -0.0013824420210051171 6.5127843802922556e-05 0.10002463814492397 -0.091725126058997006 -0.054832493389621366 -0.085191791334093311 -0.023139681001597606 0.096693712836261769 -0.00030268852236000937 -0.024576774808944098 0.10003405368015175 -0.10005595029427623 0.07261520433302128 -0.013594093074048144 -0.00055478245123249188 -0.0009796333405617003 0.0057383686735486567 -0.00032223838962825785 0.002776590830954012 0.002170686476030166 0.00090906536463525734 -0.000690612046862377 -0.0038628238712686137 0.0027242818446924226 -0.00012580390401468011 -0.0006193267930145953 0.040211132736103196 0.069121301151538667 -0.10023215426116816
leaf_weight=0.001138854317381254 0.0011953906262007763 0.54243852558049255 13.641931581997396 0.0014616798143894929 0.0048984672393146411 0.0029936524206125581 0.0032530893364385296 0.0011887974220788911 0.0013178513511320489 0.50320076079741827 0.0010447548914100935 0.003557787117188127 0.0015350792471356678 0.0012441418901238122 0.0010184053593622622 0.5566526767065636 1.0166902698339018 0.55149218897467012 16.051628803135117 0.5159445655572199 0.52247760392796216 1.0232130293700263 0.50651065673364148 0.53315175979540264 0.52408615306960504 5.0394566787510096 0.50622767989161888 0.0033028545171327464 0.035811316739518873 0.0042930202259867656
leaf_count=278 30 195 731 2 64 11 14 123 16 29 83 11 61 29 66 20 26 87 1243 38 34 31 126 79 27 165 296 48 62 9
internal_value=-8.71662e-08 7.59028e-07 1.88121e-05 -0.00013442 -0.0463314 -0.00595295 -0.00011322 -0.000119676 0.05227 -0.000107468 0.0235292 0.071748 -0.0209775 0.0258269 -0.0655724 0.00020296 0.0010691 0.00244691 -0.00011747 0.0012562 0.000764795 -3.22644e-05 -6.11914e-06 -8.26099e-05 0.00104595 -0.000182162 0.000220131 0.00339192 0.0501723 -0.0391643
internal_weight=42.1044 42.1032 41.5608 22.6846 0.0104054 0.00550689 22.6742 22.6727 0.00251324 22.6695 0.00958897 0.00460254 0.00498642 0.00243294 0.00255348 18.8762 3.67053 1.63062 22.6599 1.01915 1.07913 2.0399 15.2057 14.1751 1.0306 21.6407 5.58909 0.549635 0.0434072 0.00759587
internal_count=4034 3756 3561 2400 121 57 2279 2277 46 2263 373 94 279 152 127 1161 198 141 1890 67 54 57 963 810 153 1823 580 415 119 57
is_linear=0
shrinkage=0.1


Tree=561
num_leaves=31
num_cat=0
split_feature=15 21 19 8 15 6 5 19 21 9 15 20 17 20 9 22 17 17 6 17 20 21 20 23 10 0 9 17 18 20
split_gain=9.66165e-05 0.000355728 0.000106882 8.76877e-05 0.000214355 0.00121147 0.000563092 0.000110997 0.000252853 0.00149587 0.00400534 0.00215859 0.000668474 0.000658183 0.00047151 0.000230284 0.000714805 0.000341242 0.000373083 0.000334212 0.000388028 0.00103865 0.000148836 0.000253821 0.000184644 0.000165075 9.42776e-05 0.000210822 0.000594919 0.000154396
threshold=46.074827201850006 15.285239689500001 14.651182102100002 8.8430989333000021 16.701947052500003 12.165284239900002 13.955288807050001 14.351157895250003 14.169342482300001 184.36538191430003 39.883592142850006 42.402981339000007 193.46017548480003 36.491284729650012 64.765169068750012 -0.063749999999999987 190.94474013770002 195.42788627465004 16.485385178400005 192.77618096940003 42.536568606950006 14.30537942105 40.377444152000002 0.089305000000000023 62.025417527550012 86.692020874450009 203.06170522940002 197.20536406400001 15.279937110450001 38.748048509250005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 8 9 10 11 13 14 -6 -13 17 -17 22 -19 -18 21 -21 -9 24 -24 -26 27 -11 -29 -28
right_child=1 -3 -4 -5 7 6 -8 15 -10 26 -12 12 -14 -15 -16 16 19 18 -20 20 -22 -23 23 -25 25 -27 29 28 -30 -31
leaf_value=-0.10001014520898582 -0.0028759112453628525 0.00032479310339343106 0.0014430967210299003 -0.0012616142671222127 -0.0049280406782732395 0.057287536710586055 -0.037050110651753836 -0.00041898914318781321 -0.0022460047008166857 -7.1298807208408847e-05 0.095690235278892033 -0.046036748673396813 0.089562051535443665 -0.10016131890698295 0.03642336041384326 0.0041868379650812854 -0.0019887795460785721 -0.0035496227773680169 0.00022430387726776911 0.0053241913185956957 -0.00072007887217934662 -0.00010156492732552635 -0.00038690813944056878 0.0016122083202326507 0.0024697254965418483 -8.2371330578477733e-05 -0.00076795636376099591 -0.004015698434578158 -0.00014239379963923828 0.0003153513349892172
leaf_weight=0.001351854637899135 0.52978572084811659 1.0077455922449585 0.5279308680796565 0.53430697721626685 0.0010279740927109926 0.0014753266649272234 0.0011078251410192308 2.3709933211794105 0.52909401487819607 13.643777846077738 0.0058463139993705235 0.0010943000310762452 0.0014196362120074135 0.0024681988330252924 0.0018929407362464623 0.57384333553818523 0.51261796088874723 0.53232471918363422 0.51573900469247747 0.54351847932352404 1.0061038296665854 1.0055577041666763 2.5103830416769033 1.539579122402756 0.51427492497887761 0.49972444772720337 1.5242005058509569 0.53773558845932834 1.510305169822743 9.6144008501240048
leaf_count=740 162 20 67 154 197 18 98 38 184 406 7 150 57 215 217 30 16 70 51 69 18 11 32 54 96 2 170 101 72 512
internal_value=2.88543e-08 -0.000778071 2.95217e-05 1.08818e-05 2.80938e-05 -0.0233104 0.0168294 3.04189e-05 -8.1149e-05 -3.84801e-05 0.0329372 -0.0134846 0.0330653 -0.07216 0.00621619 0.0002823 0.000947457 -3.24184e-06 -0.00169252 0.000341518 0.00080902 0.00180215 0.000234886 0.000541037 7.31099e-05 0.00121199 -5.53787e-05 -0.00021331 -0.00115937 0.000167112
internal_weight=42.1016 1.53753 40.5641 40.0362 39.5019 0.00393501 0.00258315 39.4979 27.3733 26.8442 0.0137494 0.00790305 0.00440688 0.00349617 0.00298724 12.1247 3.64164 8.48302 1.04806 3.0678 2.55518 1.54908 7.43495 5.06396 3.52438 1.014 26.8304 15.6918 2.04804 11.1386
internal_count=4034 182 3852 3785 3631 856 116 2775 2288 2104 843 836 424 412 367 487 144 343 121 114 98 80 222 184 130 98 1261 579 173 682
is_linear=0
shrinkage=0.1


Tree=562
num_leaves=31
num_cat=0
split_feature=6 20 22 9 6 13 5 22 20 19 20 13 7 16 7 7 23 16 20 23 19 22 17 9 6 7 23 22 3 13
split_gain=0.000127408 0.000288374 0.000652833 0.000955335 0.000211045 0.000856296 0.000537131 0.00643103 0.00780258 0.00764636 0.00490429 0.00254884 0.00224972 0.00146863 0.000221482 0.00117596 0.000196906 0.000187618 0.000390931 0.000594141 0.000166242 0.000163718 0.000146352 0.000132092 0.000593429 0.000174014 0.000202417 0.000126062 0.000573361 0.00754152
threshold=16.465384711100004 40.633548727200008 -0.059424999999999999 192.57902085675002 16.265380038000004 117.46680109370001 20.769304081650002 -0.081354999999999997 43.182896969600009 14.351157895250003 42.779078631750004 114.05514772615001 22.747724408400003 22.544947280100004 22.381996090050006 22.061824394000002 0.081155000000000019 22.624947093000003 40.413896136950008 0.085820000000000021 14.351157895250003 -0.074349999999999986 188.83172615260003 205.22231928645002 16.505385645700006 23.109894804950002 0.11002000000000002 -0.059424999999999999 83.538459487450012 109.63263410155001
decision_type=2 2 2 2 2 2 2 2 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 16 21 -4 6 -6 14 8 9 10 11 12 -8 -10 15 -1 -2 22 -19 -20 27 23 -7 24 -3 26 -26 28 -16 -30
right_child=1 2 3 -5 5 17 7 -9 13 -11 -12 -13 -14 -15 20 -17 -18 18 19 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.038329796774048741 0.0021797141536568179 -0.0039015977950679044 0.00011364894073563262 -0.0059116690751340418 0.0043494327806389141 -0.0016711669943382215 -0.10014677863688043 -0.00024098797537839645 -0.021648801520823172 -0.09907190428223589 -0.10045925650933717 0.10003103707564259 0.047466062558488072 0.096244460486383021 -9.123546568757878e-05 0.085618687492176271 0.00012918892985358941 -4.5446693757069416e-05 1.4715307433144918e-05 0.0048115537644866126 0.0012732909537492461 0.0014519529463782198 0.00010400522471687268 0.00017759347382746607 -0.00030441867652670649 -0.0014456559359811974 0.0018787610540100142 0.00012673149569273102 -0.047256007892049617 -0.00037160506469540686
leaf_weight=0.0014546258508848489 0.51718785168241233 0.52120702109934303 0.51950453046096867 0.53325695369079185 0.55340698066888716 0.51737206077859799 0.0016952976634737604 0.52703282614505964 0.0014175113289309751 0.020343695853625832 0.0033241711715703568 0.0040567285614088178 0.0026407759848865453 0.0041508303766022436 4.5623436584207546 0.0016155674250704077 4.9547214958096077 1.5222626170216247 0.5035264464669067 0.53000752809032292 1.0220569382217934 0.50865362453313867 4.5382289451418529 2.5076618478511206 2.5125542084242336 1.0204071683926796 0.51107082015305128 13.127581833813405 0.036771355033203501 0.51224135677603044
leaf_count=107 154 55 160 85 138 27 34 163 118 31 4 6 26 8 1002 36 197 26 22 32 38 16 156 53 203 31 9 749 311 37
internal_value=1.04156e-07 -0.000244961 -0.0006049 -0.00293837 0.000123595 0.000551486 -5.2596e-05 -0.00309259 -0.0430322 -0.0620095 0.00234051 0.0430568 -0.0102469 0.0662328 3.65112e-05 0.0268932 0.000322998 0.000275347 0.000973625 0.00247459 3.22303e-05 -0.000280879 -7.76595e-05 -0.000405497 -0.000725786 -0.000316478 6.45952e-05 -3.73151e-05 -0.000458639 -0.00351179
internal_weight=42.0998 14.1062 8.63432 1.05276 27.9935 8.1648 19.8287 0.564662 0.037629 0.0320607 0.011717 0.0083928 0.00433607 0.00556834 19.2641 0.00307019 5.47191 7.6114 2.5558 1.03353 19.261 7.58155 5.0556 7.0729 4.56524 4.04403 3.02363 18.2389 5.11136 0.549013
internal_count=4034 963 612 245 3071 401 2670 390 227 101 70 66 60 126 2280 143 351 263 80 54 2137 367 183 351 298 243 212 2099 1350 348
is_linear=0
shrinkage=0.1


Tree=563
num_leaves=31
num_cat=0
split_feature=15 21 19 6 22 19 13 6 19 6 5 16 22 21 0 9 22 20 8 13 15 6 3 7 0 6 19 23 0 5
split_gain=0.00011792 0.000381463 0.000143916 8.5556e-05 0.000246297 0.00251736 0.000942366 0.00203535 0.00133529 0.000924285 0.000437961 0.000245723 0.00181088 0.00151171 0.00127724 0.001914 0.00115052 0.000820152 0.000544785 0.000460948 0.00032295 0.000256776 0.000465188 0.00126576 0.000226916 0.00022167 0.000161782 0.000480108 0.00814628 0.00253876
threshold=46.074827201850006 15.285239689500001 14.651182102100002 16.455384477450004 -0.30094499999999996 14.251149826300002 108.32604345015001 13.78532209185 12.851036860900001 13.65531905435 14.121416629950001 22.644947046300004 -0.16276499999999997 5.2345280387500006 85.705356740550016 186.68586460755003 -0.15076499999999998 40.377444152000002 8.0437227585500022 116.58229836875002 42.246988155050012 16.265380038000004 93.023339771650015 22.907491544400003 86.83719761350001 16.565387047600002 14.451165964200003 -0.09053499999999999 96.959242474650011 17.621651749750004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 8 9 10 -1 12 13 19 15 -14 -16 -13 -15 -6 21 26 23 -23 -5 -26 27 28 29 -18
right_child=1 -3 -4 24 11 -7 -8 -9 -10 -11 -12 17 14 18 16 -17 20 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.042218485068159575 -0.0030344997098597816 0.00028177192632674789 0.0016716553079063258 -4.7297700227293532e-05 -0.068061496499071672 -0.097738373828564096 0.070942017788148667 -0.1000207847080814 -0.074295990809681398 0.10001223882512728 -0.042914231559409682 -0.0012144985126103952 0.021690179424630262 0.016717250901618682 -0.082101072192278052 -0.1001686888566124 0.082667663774479816 0.0043786189155916267 0.097209950720905491 0.022118901038511135 -0.0024084842005801122 7.7127408900525834e-05 0.00011414487919020448 0.0060503977279906173 -0.0030105012276870702 -0.00047255902689071773 -0.001792162068861876 1.4485728900110216e-05 -0.094002739713393305 -0.0055161650840784724
leaf_weight=0.0015078385179709552 0.52898948662250589 1.0074325445474981 0.52864790646554993 12.545640529268843 0.0010115257962700899 0.002776651493149985 0.0020321611882536672 0.0017523635631570278 0.0011152458180596625 0.0019358639765414409 0.0010084249635695652 0.51650894049089291 0.0022197615268905171 0.0010653096886108215 0.0017043415109182494 0.0030736983849237731 0.0058326632380454116 0.53242082723227213 0.0039904690884213778 0.0012891708142888092 0.51753623523495562 1.0021397898672137 3.5314290554298395 0.54915121437807091 0.52163262539033795 1.0114552474451555 0.51915047039801621 18.733084307667102 0.0080984387747281769 0.007415181295767681
leaf_count=149 162 20 67 755 64 11 15 81 70 6 43 26 34 135 272 14 20 61 23 17 43 6 77 106 46 42 32 1472 129 36
internal_value=-8.51373e-08 -0.000860019 3.24921e-05 1.08437e-05 0.000118531 -0.0141285 0.010696 -0.00603001 0.0235541 0.0480653 0.00810045 0.000125193 6.20041e-05 0.0496694 4.73367e-05 -0.0490683 5.77884e-05 0.00162448 0.0802492 -0.0175299 6.34179e-05 0.000115942 0.000748216 0.00219164 -0.00018764 -0.00133609 -5.07973e-05 -2.59372e-06 -0.0149912 0.0333088
internal_weight=42.093 1.53642 40.5566 40.028 25.9492 0.0121285 0.0093519 0.00731974 0.00556737 0.00445213 0.00251626 25.9371 24.8882 0.00735648 24.8808 0.00529346 24.8755 1.04893 0.00505578 0.0023007 24.8738 24.3563 5.08272 1.55129 14.0787 1.53309 19.2736 18.7544 0.0213463 0.0132478
internal_count=4034 182 3852 3785 2942 375 364 349 268 198 192 2567 2480 239 2241 48 2193 87 158 81 1921 1878 189 112 843 88 1689 1657 185 56
is_linear=0
shrinkage=0.1


Tree=564
num_leaves=31
num_cat=0
split_feature=15 21 19 4 23 21 23 22 22 15 18 12 20 19 22 13 2 18 4 7 17 20 9 9 17 17 19 5 5 16
split_gain=9.54386e-05 0.000308259 0.000116722 9.06591e-05 0.00030891 0.000205067 0.00341905 0.00185932 0.00132778 0.000148267 0.00748139 0.00354368 0.00176807 0.0014499 0.000756445 0.000153317 0.000140468 0.000132803 0.000356272 0.000117841 0.000336172 0.000210534 0.000105755 0.000122672 0.000214051 0.000782919 0.000159803 0.000516409 0.000276253 0.00916098
threshold=46.074827201850006 15.285239689500001 14.651182102100002 244.52697497700004 0.41214500000000009 0.17201659740000003 0.11278000000000003 -0.0034049999999999996 -0.071864999999999998 25.621990087700002 16.869810935650005 220.32442807690003 38.969453495950006 12.851036860900001 -0.16276499999999997 105.33378955095002 202.77941723725004 13.946975448150001 262.75803037610007 23.109894804950002 190.38166638035003 40.206947806850003 216.65333892300001 205.67007911670001 201.96256717700001 190.79440939600002 14.551174033150001 13.154029769200003 21.723721974650005 22.674946976100003
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 6 7 8 -5 10 11 12 -7 16 -14 -11 -13 19 -19 20 -17 -21 23 26 25 -25 27 -1 -29 -30
right_child=1 -3 -4 5 -6 9 -8 -9 -10 15 -12 13 14 -15 -16 17 -18 18 -20 21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.052381788530578316 -0.002725810221377216 0.00025364108595688981 0.0015062142890509879 -0.035955776049549547 0.0025447947466560126 0.024942296840816336 0.093639381507381325 -0.10006870973686595 0.092836811139345402 0.0015705325356148146 0.00049892359177530787 0.10001211753056807 -0.016619848828772547 -0.061620438052030449 -0.10017394466028195 9.8449392771850382e-06 0.050985089581977144 -0.00023074495332938989 -0.0031207309349175986 0.0014539481489602869 -0.0029369345668389226 -6.3320511860073516e-05 -0.00092437159527522799 0.00028902323610246312 -0.00010002707394264164 0.0045550903572139142 -0.0011894496274689123 -4.4998369993103001e-05 0.040033256756403873 -0.00024859678129393625
leaf_weight=0.0018765255596332455 0.52995358264076387 1.0072430536283432 0.52807363333097512 0.0019992108067684762 0.51878253282165943 0.001384159262808409 0.0034349404482809653 0.0023820786072297033 0.0013349843091161606 0.5129374107825847 0.50691381806357938 0.0010421390616102135 0.0011797277930521684 0.0012201898889043217 0.013288240214954884 1.5108655337080841 0.0013304922573505046 2.0101679708304814 0.54147390256185257 1.016991427677566 0.52051235457869882 9.0771908316211789 1.0076834526467617 2.0179932053792857 2.5139415067426483 0.5467448419790556 1.0648541603404229 15.195288221406559 0.058879221648079461 1.3727642566173015
leaf_count=204 162 20 67 147 32 49 18 71 30 113 476 3 82 56 137 58 166 40 239 23 33 123 69 140 67 107 71 704 495 32
internal_value=-1.093e-07 -0.000773535 2.92084e-05 9.72111e-06 0.000130796 -0.00017736 0.0147878 -0.0325945 0.0156117 -0.000186074 -0.00183607 -0.0627075 -0.083031 0.026963 -0.0933609 -0.0001289 0.0725194 -0.000188291 -0.000844018 -5.03033e-05 -0.000745226 8.95447e-05 7.81326e-05 0.000122494 0.000555707 0.00119845 -1.85304e-06 7.41967e-05 8.01169e-05 0.00140808
internal_weight=42.0897 1.5372 40.5525 40.0245 24.2988 15.7256 0.00915121 0.00571627 0.0033342 15.7165 0.526359 0.0194449 0.0158521 0.00359282 0.014468 15.1901 0.00237263 14.6772 2.55164 12.1256 2.03138 10.0942 23.78 22.7723 5.07868 2.56474 17.6937 16.6288 16.6269 1.43164
internal_count=4034 182 3852 3785 1921 1864 266 248 177 1598 969 493 268 225 219 629 169 516 279 237 91 146 1889 1820 314 247 1506 1435 1231 527
is_linear=0
shrinkage=0.1


Tree=565
num_leaves=31
num_cat=0
split_feature=6 20 2 9 9 9 9 9 21 9 9 23 15 13 15 6 15 9 17 10 2 3 6 18 22 7 7 6 9 17
split_gain=9.66603e-05 0.000288767 0.000963601 0.0105189 0.00318535 0.00152584 0.00105188 0.00235411 0.000312796 0.000306948 0.000260974 0.000197133 0.000161222 0.00117664 0.000906551 0.00015702 0.00124501 0.00961279 0.00665778 0.00976142 0.00446823 0.00462251 0.000312527 0.000306425 0.000275244 0.000402631 0.000257535 0.000169749 0.000131426 0.000935602
threshold=16.465384711100004 41.898943182100005 216.11743889730002 205.67007911670001 187.45330412110005 184.85936449530001 198.96357396150003 196.64273721640004 15.109659503850002 179.18874144770004 192.31210988165003 -0.50325999999999993 16.701947052500003 95.862351557400004 13.699258176050002 14.845346859150002 34.694997775350011 194.82237869650001 201.96256717700001 67.074341896550024 80.683647763550013 85.63276837105002 14.545339849550002 13.893471991850001 -0.026144999999999998 23.109894804950002 22.814487719050003 16.445384243750002 191.03141765810003 186.26099832155003
decision_type=2 2 2 2 2 2 2 2 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 8 3 4 5 9 7 10 28 -3 -6 -1 13 -13 -15 22 17 -17 20 -20 -19 -22 -14 24 26 -26 -18 -28 29 -2
right_child=1 2 -4 -5 6 -7 -8 -9 -10 -11 -12 12 15 14 -16 16 23 18 19 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.038605283734154547 -0.0002456001320396944 -0.028706929171290779 0.0012948977121336378 -0.00098866297835650666 -0.071690719498506125 0.033386030430706627 -0.1002687020337147 -0.012645108260541525 -0.0024843047800468198 -0.10004053672524892 -0.10014517212915974 -0.10001001908066275 1.867255943607264e-06 0.080787598822145021 -0.04083914496389604 -0.00012199908933372805 -0.0020253098826768629 0.0074802516975487057 0.050189417744941234 -0.093391492026530298 0.025159328169561585 0.092811126534081398 -0.0024532828029053908 -0.0021604321596333347 -0.00016713300522688506 0.0037711361248397458 -7.6505334394628815e-08 0.0011823942230353285 -0.00016298902734201883 0.00440214738317891
leaf_weight=0.0013300447368952409 2.3660968015418038 0.0012403543448200596 0.5116425610163482 0.50026545810763068 0.007410306212008777 0.0050055644478561589 0.008849782216948654 0.0071203099398644545 0.52182179658848404 0.0011743336469294263 0.0057046106197766733 0.0012435992167542089 17.146392404821604 0.0012143821547588862 0.0012371152718516631 0.51798585148627552 0.53899991022527505 0.015641149744624272 0.010561987553955987 0.008582639439509876 0.015387200277473312 0.0293933583816397 0.53464623421369495 0.54378093918141068 0.51557331742397738 0.52285859209450791 6.0550958075111083 1.5184684768585723 9.642301778055467 0.53016566770565976
leaf_count=53 275 141 109 41 22 10 18 13 23 10 24 751 1205 13 46 110 94 27 18 36 23 35 276 128 32 21 175 28 246 31
internal_value=-1.56602e-07 -0.000213567 -0.00181033 -0.00477019 -0.056592 0.00189053 -0.0715122 -0.0589357 -8.5388e-05 -0.0633986 -0.0840676 0.000107461 0.000105631 -0.0207811 0.0194103 0.00010839 0.000418918 0.00484899 0.0372107 -0.0141787 0.0534934 0.0695651 -7.23725e-05 0.000145864 0.000282912 0.00181582 8.66956e-05 0.000237004 1.44486e-05 0.000605178
internal_weight=42.0872 14.1088 1.04841 0.536771 0.0365053 0.00742025 0.029085 0.0202352 13.0604 0.00241469 0.0131149 27.9784 27.9771 0.0036951 0.0024515 27.9734 10.2923 0.597552 0.0795663 0.0191446 0.0604217 0.0447806 17.681 9.69478 9.151 1.03843 8.11256 7.57356 12.5386 2.89626
internal_count=4034 963 388 279 238 161 77 59 575 151 46 3071 3018 810 59 2208 727 249 139 54 85 58 1481 478 350 53 297 203 552 306
is_linear=0
shrinkage=0.1


Tree=566
num_leaves=31
num_cat=0
split_feature=5 21 23 6 4 8 3 5 0 10 17 7 21 17 18 7 19 7 6 3 6 20 22 9 23 7 5 22 4 23
split_gain=0.000562792 0.00168053 0.00135707 0.00108471 0.000469359 0.000386408 8.11835e-05 0.00876768 0.00249745 0.00556189 0.000570373 0.00590111 0.00232937 0.00165191 0.00117426 0.00153813 0.00128759 0.000462505 0.000409647 0.000253627 9.96613e-05 0.000255612 0.000483095 0.000769661 0.000178652 0.000698917 0.000142473 0.000158626 0.000430759 0.000134633
threshold=13.154029769200003 2.4921523776000005 0.096995000000000012 7.3351713851000016 290.29001804785008 7.5441126493500006 81.105404879350019 16.351273197450002 97.225399829550014 76.279622535200005 179.11813834395002 23.729953793150003 1.0000000180025095e-35 177.64087306825002 13.059010054600002 20.752538901500003 12.951044929850001 22.721067571950005 11.805275828400001 103.00289635185001 16.465384711100004 40.636252116050009 -0.059424999999999999 192.57902085675002 0.10249000000000003 23.165384528550003 22.127107789600004 -0.093879999999999991 158.55438663830003 0.09013000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 18 8 -8 -10 11 12 17 14 15 19 -16 -9 -2 -14 29 24 26 -24 25 -22 27 -23 -29 -12
right_child=6 2 -4 4 -6 -7 7 10 9 -11 20 -13 13 -15 16 -17 -18 -19 -20 -21 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.092487592818683059 -6.1790023507324847e-05 -0.030063090034333936 -0.066376382201922365 0.029743374712144579 0.013435479455003885 0.098166492987457082 0.093464735559075807 0.032395308406224468 -0.04504168501546265 0.093994587498308635 -5.3064048198982097e-05 -0.098524515835248627 0.038649670386559316 0.093118778783425116 -0.03048680748842782 -0.10006910116331524 0.10001327329921908 0.10001270372240807 -0.0030340063520457889 -0.02195783628802982 0.0041519433863265263 -0.00017572641617065156 0.0001984432092810976 -0.0052080415851474843 -0.00019630479686588056 9.4631873865526513e-05 0.00020511644307991906 -0.00026052947931500057 -0.0038186651778440877 0.00043797706982698489
leaf_weight=0.0010960192382013382 4.0138164651020301 0.0012739887018276136 0.0010695551749029947 0.0010364988210227466 0.0011478187512529575 0.0040516322642163427 0.011858774866985722 0.0015212050270032038 0.0054678702449564298 0.006072514529023465 14.179471996321341 0.0061889584903838104 0.0011394789904990432 0.00138600060686045 0.0017497284289095805 0.0030256634804211036 0.0013313282452145359 0.0030194946740564887 0.52428246435025094 0.0017522360917991975 0.53788940301145993 2.5083976993510078 0.51952804688169496 0.53391427295478344 2.9147331772983307 2.0152862652435033 3.5541494640318456 0.99970343743916401 0.51578877071915485 9.2106098338013194
leaf_count=359 218 541 61 32 55 76 26 219 33 11 713 12 55 13 92 81 5 8 219 237 73 25 40 63 48 50 115 7 55 492
internal_value=-1.25796e-07 0.0241149 0.0390107 0.0540197 0.0711977 0.0842281 -5.67163e-06 4.263e-05 0.0612363 0.0281188 4.45725e-06 -0.0164268 0.0176164 -0.00850703 -0.0241601 -0.0502267 0.0259024 0.0773598 -0.000405167 0.00192452 1.37114e-05 -0.000196291 -0.000535181 -0.00254172 0.000338671 0.000949405 -0.000256248 -0.000663753 -0.00147152 0.000140299
internal_weight=42.0818 0.00967551 0.00857949 0.00750994 0.00623595 0.00508813 42.0721 37.534 0.0233992 0.0115404 37.5106 0.0211141 0.0149251 0.0103844 0.00899844 0.00591738 0.00308106 0.0045407 4.5381 0.00289172 37.4895 14.0994 8.63148 1.05344 5.46791 2.55318 7.57804 4.02389 1.51549 23.3901
internal_count=4034 1124 765 704 163 108 2910 2473 70 44 2403 722 710 483 470 373 97 227 437 292 1681 476 305 103 171 123 202 87 62 1205
is_linear=0
shrinkage=0.1


Tree=567
num_leaves=31
num_cat=0
split_feature=4 9 9 2 23 19 16 17 23 19 5 15 7 23 23 22 21 23 23 21 16 22 20 17 10 22 15 5 9 12
split_gain=8.73224e-05 0.000999628 0.0049994 0.00580364 0.00238022 0.0011138 0.00107707 0.000935287 0.000283144 0.000230736 0.000525772 0.00113472 0.00025704 0.000123106 0.000456759 0.00143588 0.000183854 0.000155564 0.000520536 0.000122032 0.000411585 0.0076387 0.00704436 0.00554292 0.00582516 0.00315724 0.00567399 0.000194572 0.000322977 0.000102978
threshold=244.52697497700004 191.72037998490001 191.03141765810003 182.48209946165005 0.083155000000000021 14.351157895250003 22.644947046300004 193.46017548480003 0.13041500000000003 14.651182102100002 12.035423697300002 26.912781836550003 22.977992916200005 0.091375000000000026 0.08481000000000001 -0.086139999999999994 6.021362969500001 0.10220000000000003 0.09450500000000002 7.0441631297000011 22.574947209950004 -0.059424999999999999 37.903039192800001 186.26099832155003 71.246828915000023 -0.10623499999999998 30.404760455250003 21.197160116700001 185.44496129890004 82.696898122450008
decision_type=2 2 2 2 2 2 2 2 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 5 6 7 -5 -2 19 10 11 -3 -12 14 -14 16 -16 18 -15 29 21 22 -21 24 -24 26 -25 -22 -29 -1
right_child=1 9 -4 4 -6 -7 -8 -9 -10 -11 12 -13 13 17 15 -17 -18 -19 -20 20 27 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=-0.00080343598664904005 -0.049056243072907887 -0.02974556748352632 -0.1003355872215318 -0.029166338877096826 -0.098865383363519549 0.092892316555264087 0.099454447690866823 0.075829425313209742 0.0024111586280698397 0.0019210799536124056 -0.0024148953362195377 0.10002780008015658 -1.6870565302430337e-05 1.2207259953309673e-05 -0.0011128946270224864 -0.0061263725839514165 0.001572568431808672 -0.00016126887124006198 0.003516180305725221 0.07473419508635723 -0.00050071905838663998 0.0004882468769589639 0.087197162816828822 0.036115987372378221 -0.10006823653241555 -0.10011770553014757 -0.09005381287074847 -0.00067460965360813946 0.0028573252422055581 0.00022417524368020087
leaf_weight=1.027559905438969 0.0012424169067319045 0.001192486127911673 0.0058721913082990787 0.001789233423928358 0.0046577514643145312 0.0054807845514233122 0.0010234882014188429 0.0011591873049898727 0.52803574116523933 0.52368911920127104 0.5160233953444785 0.0015489893266931176 5.035473631583379 2.013994168320862 0.50662987702095341 0.5432592638119661 0.51316432204831131 7.0621160819044775 0.53700954493251618 0.0046222151470262087 2.5117115130015013 0.52401477524219775 0.0048429136738530323 0.0060509451894209506 0.0025282682217611097 0.018693087141819501 0.0086734495971541037 0.50730022402422015 0.52877986080579831 19.130520461567219
leaf_count=108 178 135 10 506 169 16 7 94 56 39 47 2 254 92 63 157 41 178 79 24 24 137 50 33 58 67 24 21 44 1321
internal_value=7.13733e-08 -0.000172542 -0.021861 0.00815416 -0.0550012 0.0680092 0.017636 0.0112226 0.000120295 -0.000145862 -0.00021056 0.043579 -0.000217737 -0.000147801 -0.00048041 -0.00197373 0.000238441 8.05054e-05 0.000749826 7.04642e-05 -0.000425644 -0.00292132 -0.0422657 -0.0555243 0.0229663 -0.0728376 -0.0382047 -2.50847e-05 0.00112797 0.000171793
internal_weight=42.0787 17.2753 0.0212251 0.0153529 0.00747047 0.00788239 0.00281272 0.0024016 24.8033 17.2541 16.7304 0.00274148 16.7277 16.2116 6.59853 1.56305 1.01979 9.61312 2.551 24.2753 4.11722 0.569426 0.0454109 0.0407887 0.00737118 0.0334175 0.0147244 3.54779 1.03608 20.1581
internal_count=4034 2067 980 970 682 288 513 272 1967 1087 1048 137 911 864 515 261 104 349 171 1911 482 393 256 232 108 124 57 89 65 1429
is_linear=0
shrinkage=0.1


Tree=568
num_leaves=31
num_cat=0
split_feature=5 21 23 6 4 8 8 15 21 19 22 9 7 6 20 21 5 17 13 15 9 8 16 5 21 21 16 20 3 0
split_gain=0.000428745 0.00143363 0.00114044 0.000957443 0.000418895 0.000410121 8.07101e-05 8.29115e-05 0.000314457 0.000127306 0.00036185 0.000588532 0.000287551 0.000281457 0.000596353 0.000201848 0.000232464 0.000184689 0.000416049 0.00024391 0.000160466 0.000500725 0.000175991 0.000131951 0.00027771 0.000132661 0.00012781 0.000208203 0.00037544 0.00011642
threshold=13.154029769200003 2.4921523776000005 0.096995000000000012 7.3351713851000016 290.29001804785008 7.5441126493500006 8.8430989333000021 46.074827201850006 15.285239689500001 14.351157895250003 -0.063749999999999987 193.67618212375001 23.109894804950002 16.475384944750001 42.824128352900011 5.4349223666500004 22.213482503200002 195.42788627465004 117.47755492620001 37.491361913600009 195.70012057590003 8.2435668022500028 22.634947069650003 16.787983692950004 5.7087410616000005 5.7587983756000005 22.594947163200004 41.965809985500009 82.409307072650009 85.705356740550016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 9 -9 15 17 -12 -13 14 -14 16 26 29 -19 -20 21 22 -17 24 -22 -25 27 -2 -29 -11
right_child=6 2 -4 4 -6 -7 -8 8 -10 10 11 12 13 -15 -16 20 -18 18 19 -21 23 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.09091843873818474 6.0637356613886162e-05 -0.02866399280170653 -0.062446649626196199 0.025211029501507401 0.014125425282240782 0.097739255550422566 -0.0012166271492807328 -0.0026862198915909639 0.00032603824290178637 -0.00066383911821419738 0.0041892553535469749 -0.0014379166505139047 0.0046745126914729557 0.00019349535843630561 -0.00012704188372323404 -0.001970845864930325 0.0022420145054158234 -0.0032984275120860143 -0.0014136875780391129 0.0016785232742776467 -7.7698627752268936e-05 -0.0038595690047217275 0.00017155254114295499 -0.0011205465108720134 -0.002920898875639628 9.8495339132648435e-05 -0.00099023767773979629 -0.00040931585453430025 0.0034135205222920006 0.0003559068216936444
leaf_weight=0.0010008243271354975 12.137326057597194 0.0012484483135788149 0.0010237025775803321 0.0010005374381591992 0.0011490211123841021 0.0035314495626554976 0.54255755859106258 0.52825527481233692 1.0075667947074434 1.3733864322124683 0.53972504897527018 0.56088699752217541 0.53054451678690406 1.5122953642421633 0.50476228115439881 0.51465731828439576 0.52196869677146374 0.53220774687270012 0.50431333981396143 0.51617781448999267 0.99948763026122722 0.5181531723194438 1.5038337735677485 1.0118259722992187 0.52346238193673145 7.5824865886818316 1.0112326851294717 0.50310171101193002 0.52497445662700848 6.0574886016329401
leaf_count=359 512 541 61 32 55 76 201 147 18 61 62 20 49 21 10 402 421 67 29 41 6 29 11 14 176 225 27 75 122 164
internal_value=-1.94989e-07 0.0218797 0.0360742 0.0506289 0.0680542 0.081727 -4.85262e-06 1.09821e-05 -0.000710046 3.86772e-05 0.000301247 0.00114113 0.000611881 0.00106317 0.00233352 -8.25815e-05 0.000169469 -3.9826e-05 -0.00103173 0.000150393 -0.00037536 -0.00108654 -0.000374698 -0.000197049 -0.00105495 -4.50249e-05 9.31602e-05 0.000176376 0.00154277 0.000167436
internal_weight=42.0716 0.00895398 0.00795316 0.00692946 0.00568101 0.00453199 42.0627 41.5201 1.53582 39.9843 12.6318 3.64821 3.10849 2.5476 1.03531 27.3525 14.6986 8.98357 1.5527 1.02049 12.6539 2.53664 2.01849 10.1173 1.52295 8.59431 14.1766 13.1654 1.02808 7.43088
internal_count=4034 1124 765 704 163 108 2910 2709 165 2544 524 162 100 80 59 2020 1157 362 137 70 863 442 413 421 182 239 736 709 197 225
is_linear=0
shrinkage=0.1


Tree=569
num_leaves=31
num_cat=0
split_feature=4 9 9 2 23 19 21 17 12 19 5 15 7 20 12 16 20 22 17 22 6 7 20 9 21 6 5 0 21 8
split_gain=9.74885e-05 0.000891905 0.00453228 0.00511723 0.00218843 0.00101613 0.000934976 0.000793001 0.000268035 0.000247321 0.000390483 0.000965582 0.000206803 0.000133718 0.000111025 0.000220179 0.00013627 0.00022794 0.000161336 0.000325954 0.000231784 0.000307004 0.000107892 0.000149003 8.56992e-05 0.000452146 0.000202238 0.000145052 0.000131207 0.000177027
threshold=244.52697497700004 191.72037998490001 191.03141765810003 182.48209946165005 0.083155000000000021 14.351157895250003 7.3575695755500012 193.46017548480003 174.18091207835002 14.651182102100002 12.035423697300002 26.912781836550003 22.977992916200005 43.752965619700007 182.87454670205003 14.544965987550002 41.436838994450007 -0.023719999999999998 197.20536406400001 -0.094519999999999993 16.395383075500003 23.397000037200005 41.646178195200001 206.75106037490002 1.9176293050000004 14.745344522600002 22.649179082500002 90.533827542850005 6.7825386038500008 8.6432548896500023
decision_type=2 2 2 2 2 2 2 2 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 5 6 7 -5 -2 24 10 11 -3 -12 14 15 -14 18 22 20 -20 21 -16 -18 -24 25 -1 28 -27 -26 -30
right_child=1 9 -4 4 -6 -7 -8 -9 -10 -11 12 -13 13 -15 16 -17 17 -19 19 -21 -22 -23 23 -25 26 27 -28 -29 29 -31
leaf_value=-0.0030700828264297667 -0.044882244747663912 -0.026303025464594051 -0.10030367615338248 0.086626648223585331 -0.098631587284761374 0.091471966398917207 -0.03286235230412924 0.073047645579187789 0.0023543580694899502 0.0019811955055687616 -0.0022006648768549456 0.10002281294085741 0.00025988688043805907 0.0014208185043225602 0.00031082303966021132 -0.0026835989577234107 -0.0016963729989496034 -0.0024639207756983559 7.5971147959068454e-06 0.0030591678528054914 0.00021987572199379195 -0.003163884846410378 -4.6747665612316605e-05 -0.0018060022399306215 0.00023381432430826811 -0.0002515745658348125 0.0020780618164861764 0.001625742980288732 -0.00059374118231597152 0.0013530660258624972
leaf_weight=0.53070099455785014 0.0012023330039192849 0.0011546996825896319 0.0053171935633145031 0.0011182008247211973 0.0042245518682618236 0.0050175987746854389 0.0015803669084569344 0.0010845296552399741 0.5287222459546993 0.52388521377319008 0.51666448393783326 0.0012711669551208615 0.5017728476313017 0.51272016935381337 0.50161351729184189 0.51490895877464027 0.51044567197914137 0.52069319299086725 1.0058005944796056 0.53687392141567958 4.5273561108715512 0.51568852872264159 6.0377141049699823 0.52314833212910183 16.149559944864585 1.9269614639379002 0.52978909988235301 0.52335735637041114 4.0829484407470344 0.5274170720907988
leaf_count=198 178 135 10 178 169 16 335 94 46 39 47 2 14 39 3 42 29 65 69 174 56 103 138 132 696 292 249 62 368 56
internal_value=-1.01037e-07 -0.00018251 -0.0215325 0.00790617 -0.0536959 0.0662922 0.0166501 0.0110452 0.000126935 -0.000158322 -0.000225328 0.0398924 -0.000231147 -0.000168367 -0.000220279 -0.00123087 -0.000150285 -0.000444667 0.000165058 0.00106959 -8.66078e-05 -0.00145057 -0.00029598 -0.000187027 7.84122e-05 -0.000423756 0.000148727 0.000149397 9.94904e-05 -0.00037103
internal_weight=42.0707 17.2713 0.0195448 0.0142276 0.00692312 0.00730446 0.00269857 0.00228686 24.7995 17.2517 16.7278 0.00242587 16.7254 16.2087 15.696 1.01668 14.6793 7.592 7.08733 1.54267 5.54466 1.0173 7.07131 6.56086 24.2707 2.98102 21.2897 2.45032 20.7599 4.61037
internal_count=4034 2067 980 970 682 288 513 272 1967 1087 1048 137 911 864 825 56 769 364 405 243 162 106 299 270 1921 552 1369 354 1120 424
is_linear=0
shrinkage=0.1


Tree=570
num_leaves=31
num_cat=0
split_feature=5 21 10 10 19 4 23 19 7 15 15 20 22 0 7 15 15 8 20 20 6 8 5 18 10 9 15 22 10 7
split_gain=0.000331246 0.00117342 0.000766699 0.0011083 8.47014e-05 8.27701e-05 0.000230323 0.000203855 0.000134142 0.000127941 0.000118442 0.000119123 0.000113623 0.000187228 0.000182868 0.000154243 0.000145756 0.000140908 0.000228881 0.000212633 0.000125213 0.000767846 0.000112955 0.00486723 0.0088873 0.0108283 0.0101158 0.00813914 0.00286853 0.00115784
threshold=13.154029769200003 2.5447591590000003 82.678152885650022 79.836452641800022 13.351077205700003 244.52697497700004 0.41214500000000009 14.651182102100002 22.977992916200005 25.621990087700002 26.583493790300004 43.752965619700007 0.010890000000000002 86.479632682150012 24.142338514450003 33.928396949100005 46.074827201850006 8.2435668022500028 43.047778594550003 40.159267750750011 16.345381907250005 8.3434888241000014 21.723721974650005 12.909082926650003 61.987779113750001 197.63955579655001 39.15620581320001 -0.081354999999999997 62.116825104000007 22.105125139000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 8 -7 -10 -11 12 16 -14 -15 -16 17 18 -12 -19 21 -21 29 -24 26 27 -25 28 -26 -2
right_child=5 2 -4 -5 -6 7 -8 -9 9 10 11 -13 13 14 15 -17 -18 19 -20 20 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.067969839131304208 -0.061035580431860581 -0.022136037160726235 -0.033170856507730245 0.086666127636070373 0.016886377102405984 -0.0018088499079388536 0.0021978189483681842 0.0017714613914561928 -0.0017259102073044937 0.001369769379954907 -0.0028748004107185272 0.0013167247480732709 0.0021137885213291943 -0.0016458476921991034 -0.00057075392666700042 0.0018950089544860788 -0.0019853795999636185 0.0018174670405576886 0.00011808043685310533 0.00018479579860907215 -9.9761651032972238e-05 -0.0042258637010304653 -0.00018556147966716687 0.090851410212726011 0.053929608107461474 -0.039413137654983416 -0.076329815111442517 0.091705526324445605 -0.056084507165543765 1.244664528073564e-05
leaf_weight=0.0012845856848382985 0.0031071774458187864 0.0011631721416388852 0.0013072933586390535 0.0035143035539342005 0.0010660218071620875 0.52322819598127779 0.51882752154051459 0.52328142416431589 0.51958838654711392 0.50884822637260541 0.51797413382248858 0.51295021818836595 0.51220630976215575 0.5077195381745695 0.50065042488859013 0.51429259972027808 0.51954315838251552 0.51269205192170275 0.50430381293335813 1.5053996318596312 8.5483514476094609 0.53496105931370141 1.91891970552612 0.0048719289811565416 0.0039841106143967409 0.011741177092972066 0.014076756652272593 0.034219623091656715 0.0058503381197448634 22.278588827417707
leaf_count=365 53 171 484 89 15 315 36 40 192 24 142 41 18 9 8 48 95 46 15 41 116 91 418 83 14 29 22 44 32 938
internal_value=-9.81088e-08 0.0199328 0.0359478 0.0516801 -0.00347515 -4.04835e-06 0.000113015 -0.000172153 -0.0002329 -0.000182061 -0.000130967 -0.000181236 -0.000233585 0.000459935 -9.64023e-05 0.000678699 -0.000345204 -0.000274917 -0.00139837 -0.000171463 -0.000267764 -0.000971633 6.84576e-05 0.000789596 0.025825 0.04592 -0.0333456 0.0686628 -0.0115158 3.93351e-06
internal_weight=42.0685 0.00833538 0.00705079 0.0057435 0.00222919 42.0602 24.7942 17.266 16.7427 16.2195 15.6999 15.191 14.6781 2.03487 1.52266 1.01494 12.6432 12.1237 1.02228 11.1014 10.5887 2.04036 24.2754 1.99366 0.0747439 0.0557952 0.0189487 0.0440541 0.00983445 22.2817
internal_count=4034 1124 759 275 186 2910 1669 1241 1201 886 694 670 629 83 65 56 546 451 157 294 248 132 1633 642 224 119 105 90 46 991
is_linear=0
shrinkage=0.1


Tree=571
num_leaves=31
num_cat=0
split_feature=7 23 23 17 5 5 23 22 3 4 15 15 21 19 9 23 8 8 15 9 19 20 21 13 6 20 3 10 22 20
split_gain=0.000184308 0.000912285 0.000462899 0.000368548 0.000301552 0.000695314 0.00108774 0.000699892 0.000515535 0.000178753 0.000109822 9.50101e-05 0.000315754 0.000127709 0.00115415 0.00134018 8.11108e-05 0.000121849 0.000319813 0.00254255 0.000177422 0.000295611 0.000163069 0.00172049 0.000358593 0.000133487 0.00182863 7.76474e-05 0.000487965 0.00448215
threshold=20.861906850000004 0.099855000000000027 0.080770000000000022 162.57770630285003 10.310231730000002 13.154029769200003 0.096665000000000015 -0.086139999999999994 77.489428693900024 127.35214607660002 19.662799495750004 46.074827201850006 15.285239689500001 14.651182102100002 177.77223095870002 0.41214500000000009 8.8430989333000021 8.7431769115000026 13.019805569300003 179.18874144770004 14.151141757350002 42.599563320500003 14.894616075700002 98.050756475600011 16.485385178400005 33.151194885250007 76.172084209950015 61.987779113750001 -0.14429 40.890797847750008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 6 7 -6 10 -7 -9 13 -13 14 15 -11 17 18 -16 -20 -19 -22 23 -21 -24 -25 -27 -28 29 -29
right_child=4 -3 -4 -5 5 9 -8 8 -10 11 -12 12 -14 -15 16 -17 -18 20 19 22 21 -23 24 25 -26 26 27 28 -30 -31
leaf_value=0.066613264651177381 -0.046593544261408118 0.098936687488360986 -0.053571690714985437 -0.0075889132999142454 -0.024399764874293576 -0.038198522410999414 -0.062778204894686968 0.059869132364840774 0.0082955682123544497 -0.027455753633420954 0.099253860597725632 -0.0027537130866462658 0.00026288942327215928 0.0015712669424208792 0.051845844909508922 0.10007935516875802 -0.0012278834306626105 -5.8022456027562794e-06 -0.10011124836727328 -0.10001575048658669 0.0033505176774285802 -4.0813398998591637e-05 0.00059891932569357438 0.021350484269376819 -0.0031226978406270248 -0.10002410108296277 -0.00039789480324402022 -0.039633237065521992 6.0975985374687714e-05 0.056378271668841885
leaf_weight=0.0010446978584420681 0.0013891071820201209 0.0011168282106467503 0.0012562005712990444 0.0018630792848141065 0.0010166390267102171 0.0012253968370633519 0.0010050826230166843 0.0010203990892744671 0.0011019149885540536 0.0012558298808319482 0.0023125863641337563 0.52935680381816652 1.0071849722582014 0.527019907238503 0.0011883603515333565 0.0023959309328347445 0.53148983605613054 1.5025948326078826 0.0025383493441130103 0.0017194974489446171 0.52770068941845216 0.50109781901119277 0.51773595569102215 0.0029323599046610074 0.51788062018385972 0.0018271578489920106 3.9760573878400569 0.0084339046251099559 31.878361093085992 0.011481604221302177
leaf_count=125 827 24 104 336 94 9 40 93 26 201 25 162 20 62 13 1 114 15 12 129 38 4 79 21 21 38 118 92 1121 70
internal_value=2.0971e-07 0.018681 -0.00284459 0.0190702 -2.13577e-06 -5.96931e-07 0.0328131 0.0504369 0.0675922 -5.63517e-06 0.0871962 -4.52218e-06 -0.000776366 2.47511e-05 4.36822e-06 0.0562204 -7.66144e-07 1.57655e-05 -3.02525e-05 -3.19223e-05 0.000686934 0.0016987 -2.50409e-05 1.06654e-05 -0.00126215 1.54591e-05 1.37153e-05 1.88104e-05 7.07519e-05 0.0157189
internal_weight=42.0646 0.00528081 0.00416398 0.00290778 42.0593 42.0579 0.00645662 0.00545154 0.0044349 42.0515 0.00333299 42.0503 1.53654 40.5137 39.9867 0.00365176 39.983 39.4515 36.9202 36.919 2.53139 1.0288 36.9164 35.8808 1.03562 35.8791 35.8762 35.8743 31.8983 0.0199155
internal_count=4034 589 565 461 3445 2618 278 238 144 2340 118 2331 182 2149 2087 202 1885 1771 1714 1701 57 42 1689 1589 100 1460 1439 1401 1283 162
is_linear=0
shrinkage=0.1


Tree=572
num_leaves=31
num_cat=0
split_feature=17 15 0 6 9 4 17 6 5 7 7 6 3 19 21 15 23 23 20 6 6 0 22 10 10 21 4 7 19 10
split_gain=0.000118565 8.13383e-05 0.000117575 0.00057074 9.18236e-05 0.000171694 0.000164954 0.000644337 0.000193064 0.000174812 0.000174082 0.000181233 0.000142645 0.000139065 0.000374254 0.000138071 0.000126375 0.00054612 9.7146e-05 0.000131631 0.000506454 0.00017504 9.42415e-05 0.000348407 0.000361275 0.000274757 0.00194905 0.000176832 0.000191247 0.000572766
threshold=160.21442126885003 20.729785921300003 97.991610396700011 11.260263094250002 204.68881850780005 127.35214607660002 197.20536406400001 16.100376182700003 24.453399453300005 23.514778597300005 23.822419043000004 14.955349429350003 83.326071295150015 14.551174033150001 5.2345280387500006 44.891409666300007 0.08481000000000001 0.078310000000000018 42.488347682450005 14.825346391850003 16.485385178400005 96.682331287150021 -0.084275000000000003 61.950140699950005 61.998532946250002 11.859661033550003 221.59709273005004 24.024273989350004 14.351157895250003 61.977025281250008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 8 10 22 -10 -8 12 -12 15 -15 16 17 -6 19 21 -21 -18 23 -7 -25 26 27 28 -24 -30
right_child=1 2 3 -5 13 6 7 -9 9 -11 11 -13 -14 14 -16 -17 18 -19 -20 20 -22 -23 25 24 -26 -27 -28 -29 29 -31
leaf_value=-0.032946128459870556 0.00071812924101216408 0.033303327467679854 -4.7172908614677971e-05 -0.0036260002835677534 -0.0002838951317721856 0.00236575795165982 -0.0019067619672815041 -0.0037892379904564712 -0.0025982803641940401 2.588511149517577e-05 9.343277772781506e-05 0.0018124744504683437 -0.0017239087845959816 -0.00052910812703713843 0.0032800589069957339 -0.001433535122708212 -0.0019273385716985676 0.003692367388119479 -0.0012441396675102227 0.0034601004758700923 1.4896374741093804e-06 7.6789497616958666e-05 -0.00040507189702718936 -0.0028526940338829306 -0.00012857677661218747 -0.00020477904562165203 0.0063053662356473252 0.0019648228242820256 -0.00021637031251024012 0.0036623825823610249
leaf_weight=0.0010922679105779256 1.5245913500708415 0.00154174254750472 3.009308339362192 0.52306596617520984 1.0081292909329667 0.52290418372105918 0.50701196165280649 0.56137043321573532 0.51542220293955032 0.50023016641898987 2.5022083232010184 0.51301368142594572 0.52200273482003456 0.51222783476002465 0.519553731388541 0.51113932624578318 0.50964845213434307 0.52544404349964668 0.51789067511955256 0.53647531313163233 2.0084601257801964 3.0075125865678274 3.5498955462032109 0.51809914827464254 8.0689565099731677 6.0451422311697165 0.57227592747588296 0.51725584892301402 1.4091355403013492 0.52164224442094553
leaf_count=278 1175 24 215 183 56 34 27 131 368 6 17 35 102 54 23 53 97 72 88 56 63 38 115 15 366 91 113 23 26 90
internal_value=2.16622e-07 1.07218e-06 -2.58963e-05 -0.000577118 2.67221e-05 -6.68821e-05 -6.87635e-05 -0.00061451 4.17637e-05 -0.00130582 -0.000173833 7.45577e-05 -0.000220255 0.000291818 0.001389 0.000160562 0.000260987 0.00107848 7.04564e-05 0.000182764 0.000730569 -0.000213615 0.000104763 -0.000140329 -0.000292936 0.000281752 0.000729402 0.000197387 3.05794e-05 0.00083156
internal_weight=42.0626 42.0616 40.537 3.53237 37.0046 27.3481 27.3466 4.60561 22.741 1.01565 4.04424 3.53722 3.02421 9.65648 1.03178 8.6247 8.11356 1.53357 6.57999 6.0621 2.54494 3.51716 21.7253 9.10996 8.58706 12.6153 6.57021 5.99793 5.48067 1.93078
internal_count=4034 3756 2581 398 2183 1583 1559 312 1247 374 181 154 119 600 77 523 470 128 342 254 119 135 873 415 381 458 367 254 231 116
is_linear=0
shrinkage=0.1


Tree=573
num_leaves=31
num_cat=0
split_feature=7 23 0 20 5 5 23 22 4 8 15 17 15 21 19 19 6 6 2 21 18 15 22 18 2 3 20 20 21 5
split_gain=0.00015931 0.000820544 0.000407625 0.000276793 0.000256807 0.00059615 0.000961946 0.000466161 0.000163548 9.99192e-05 0.000221598 9.39782e-05 8.48671e-05 0.00034617 0.000150281 0.00010221 0.000207768 0.000218645 0.00030529 0.000181526 0.000162824 0.000351447 0.00115935 0.000234929 0.000161971 0.000251691 0.000296369 0.000120029 0.00011948 0.00017848
threshold=20.861906850000004 0.099855000000000027 76.451683855550016 48.226196960950006 10.310231730000002 13.154029769200003 0.092650000000000024 -0.077729999999999994 127.35214607660002 8.8430989333000021 13.019805569300003 241.79519611995002 46.074827201850006 15.285239689500001 14.651182102100002 14.351157895250003 15.710367070250003 16.285380505300001 189.95856246190002 14.169342482300001 13.3584252364 40.682889193900003 -0.084275000000000003 13.204532713600001 96.242542698950004 92.913112988300014 42.865207177650007 41.806790701050012 5.3866163921000005 22.213482503200002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 6 7 -6 -7 10 -10 -9 14 -14 15 19 -17 18 -18 28 21 22 23 -19 -22 26 -26 -27 29 -12
right_child=4 -3 -4 -5 5 8 -8 11 9 -11 12 -13 13 -15 -16 16 17 20 -20 -21 24 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.068649581143053431 -0.043465232285453154 0.098707892422304433 0.031198594626031775 0.0030189326281244142 0.0084967487625860691 -0.03684422553928763 -0.033291977114802689 0.063555905174540614 0.043041052334747663 -0.0013560647782633031 7.2157069832490085e-05 0.099655326574300582 -0.0027927390978708631 0.00036911370797040958 0.0017283878154508597 0.0022082389909655435 -0.0029006388887823369 0.0020266345073406637 0.00053651667992048603 -0.0019251766865153606 -0.0018185427257693073 9.6474130251290817e-05 0.0056974493025020705 -0.00059688405777086177 0.0030936798847277136 5.7394607423223678e-05 -0.00030818787253164163 -0.001277486398515622 -0.00028520601007566706 0.0019588196315586046
leaf_weight=0.0010561908431178553 0.0013593953284986018 0.001003608346467455 0.0019279345239502461 0.0011002570457918637 0.0014394937694302834 0.0012050681561878154 0.0016848171407152224 0.0018542748862332694 0.0011969105840127217 0.53954717307394773 14.171335392674958 0.001180113587906817 0.52750478030323122 1.007797715343244 0.52055282123183033 0.52370347928808669 0.52717187440793967 0.51768312222520796 0.5068764269390158 0.52801027428204861 0.51170085855846981 3.9302957762438382 0.53830552970248202 1.0019276007078586 0.5218352788560876 2.0139946328081355 0.50288915549481317 1.0121016593576113 12.123994784307015 0.51981216107892692
leaf_count=374 827 24 146 45 96 9 58 110 50 156 703 14 147 18 37 41 38 51 29 98 19 62 55 7 98 35 20 26 515 126
internal_value=2.61206e-07 0.0176941 -0.00221248 -0.0320831 -1.87937e-06 -4.74471e-07 0.0311096 0.0553626 -5.03096e-06 -3.97518e-06 1.35998e-05 0.0775954 1.23591e-05 -0.000717247 4.03827e-05 1.811e-05 0.000259986 0.000171913 -0.00121579 -8.9001e-05 0.000307918 0.000650822 0.00170954 0.000296865 -0.000142136 6.96287e-05 0.00142419 -0.000389067 -5.28454e-05 0.000138912
internal_weight=42.062 0.00508799 0.00408438 0.00215645 42.057 42.0556 0.0061587 0.00447388 42.0494 42.0482 41.5087 0.00303439 41.5075 1.5353 39.9722 39.4516 12.1085 11.5848 1.03405 27.3432 10.5507 5.98821 2.05792 1.51961 4.56252 4.05082 1.02472 3.0261 26.8151 14.6911
internal_count=4034 589 565 419 3445 2618 278 220 2340 2331 2175 124 2125 165 1960 1923 481 440 67 1442 373 175 113 58 198 179 118 61 1344 829
is_linear=0
shrinkage=0.1


Tree=574
num_leaves=31
num_cat=0
split_feature=17 19 22 5 13 9 9 22 5 13 16 8 22 20 16 4 12 13 10 22 5 17 10 19 6 22 9 20 23 4
split_gain=9.9393e-05 7.94551e-05 0.000291426 0.000120768 0.000705052 0.000924712 0.00230447 0.00146282 0.00109303 0.00110385 0.000683659 0.00149439 0.000527732 0.000317301 0.000265879 8.33327e-05 0.000214665 0.000123058 0.000358242 0.000228826 0.000460436 0.000152981 0.000167903 0.000227883 0.000116628 0.000268571 8.76253e-05 0.000113589 0.000317962 0.000304129
threshold=160.21442126885003 14.651182102100002 -0.086139999999999994 24.453399453300005 98.050756475600011 177.77223095870002 179.18874144770004 -0.093879999999999991 13.154029769200003 100.66662623655002 9.719977270450002 7.1444245619500011 -0.60024999999999995 47.927946529500012 22.534947303500005 244.52697497700004 174.18091207835002 117.64961624655002 61.987779113750001 -0.086719999999999992 22.649179082500002 188.10488866565001 62.041548276350007 14.451165964200003 16.505385645700006 -0.084275000000000003 216.65333892300001 41.289992964000007 0.096515000000000031 171.27730165960003
decision_type=2 2 2 2 2 2 2 2 2 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 7 -7 13 9 -8 -2 -12 -10 -6 -5 16 26 18 -17 -19 -21 -20 24 -24 25 -23 27 -14 29 -29
right_child=1 2 -4 14 5 6 8 -9 12 -11 11 -13 15 -15 -16 17 -18 19 21 20 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.030650120251233939 0.026235689271647031 -0.00084063709953716842 0.002519089647213557 0.00054783842442452247 -0.059543734414780919 -0.10010065761468744 0.090217794010488003 0.087755111141978578 -0.039032159420192607 -0.018531547099548629 0.031616445143374881 -0.10001403998925798 9.4182857966942602e-06 0.018620904470687798 -0.0026637520466540228 -0.0028649035423542321 0.0021229474527907559 -0.00051775313799070776 -0.0018743212318287879 -0.0005368457142146928 0.0036904186223539084 -0.00020078407681214114 -0.00017851191433741016 -0.0023117881429490484 6.1624850981522938e-05 0.0030397102215272494 -0.00083098635203593797 0.0025134392091483407 0.0028589708049786312 -6.5802685869333283e-05
leaf_weight=0.0010579672860008263 0.0012991119790215907 0.50788300419728216 0.52511771943353014 0.50574806257881977 0.0010691117628818247 0.0022994190076123236 0.0026386623773068099 0.0029751549753811992 0.003462438493172181 0.0014442567971855169 0.0012751513845326717 0.0026651197058391585 18.109673354337417 0.0010099309662672806 0.52574725795807709 0.51491538619057919 0.52674203340052272 1.004987995944248 0.50991310604427909 0.50905777053412637 0.52174733879807889 0.50367477350494028 9.5886213207526474 0.52833866630825888 1.5083382953171165 0.51962370510273037 1.0068092724512201 0.52442539204594041 0.53428974559657749 3.5645668688352998
leaf_count=278 371 22 55 430 72 11 38 80 33 29 434 232 536 72 138 21 33 24 52 18 25 21 421 75 14 55 47 107 54 236
internal_value=2.97151e-07 1.06812e-06 0.000867253 -2.0741e-05 6.81181e-06 1.16176e-05 6.21131e-06 0.0427827 1.19684e-05 0.0517497 -0.0366743 -0.0574158 6.68463e-06 -0.0215739 -0.00108909 1.00659e-05 0.000126233 -0.000169381 -0.000277377 0.000555972 0.00160281 -0.000176122 -0.000107661 -0.000289918 0.000620676 0.00144472 8.19296e-05 0.000122361 0.000564766 0.000264993
internal_weight=42.0614 42.0604 1.033 41.0274 39.9959 39.9906 39.9856 0.0050542 39.9833 0.00408292 0.00523938 0.00394027 39.9792 0.00207904 1.0315 39.9757 24.2665 15.7092 13.6734 2.03579 1.03081 13.1585 12.6486 10.117 2.53164 1.0233 23.7398 22.733 4.62328 4.08899
internal_count=4034 3756 77 3679 3111 2074 1850 224 1839 67 1037 666 1772 144 568 1739 1013 726 659 67 43 638 586 496 90 76 980 933 397 343
is_linear=0
shrinkage=0.1


Tree=575
num_leaves=31
num_cat=0
split_feature=7 3 7 5 14 9 9 23 15 21 8 15 21 19 19 6 17 15 0 17 18 20 17 21 3 22 21 21 17 22
split_gain=0.000136554 0.000504141 0.000360197 0.000207227 0.000134951 0.000654252 0.00219018 0.00147828 0.000138872 0.000118686 8.09003e-05 7.06832e-05 0.000353827 0.000133015 7.1811e-05 0.000173771 0.000170689 0.000549123 0.000903659 0.00021689 0.000230009 0.000356804 0.000148018 0.000147395 0.000124813 0.000139609 0.000102012 0.000145036 0.000332393 0.000136446
threshold=20.861906850000004 103.48681881535002 19.716522186550005 10.310231730000002 128.57956104760004 177.77223095870002 179.18874144770004 0.41214500000000009 14.208195442900001 9.277127270600003 8.8430989333000021 46.074827201850006 15.285239689500001 14.651182102100002 14.351157895250003 15.710367070250003 190.94474013770002 41.29990759910001 85.705356740550016 192.00947391610003 13.3584252364 40.159267750750011 201.53484968420003 14.169342482300001 92.913112988300014 -0.078649999999999984 5.3866163921000005 4.5829628528000006 196.80409074510004 0.048475000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 7 -7 -6 -8 -3 11 13 -13 14 23 -16 17 18 -17 -18 21 -21 24 26 25 -22 27 29 -29 -10
right_child=3 9 -4 4 5 6 8 -9 10 -11 -12 12 -14 -15 15 16 19 -19 -20 20 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.083554502535769584 -0.039641836171450978 -0.045430733696458767 0.011930280962196893 -0.033690694885082306 -0.031307913667278475 -0.1000875224922021 0.027858472577058108 0.10006563030223654 -0.00022246268475536462 0.0023204771784310677 -0.0012152048332884442 -0.0027474310089647637 0.00044899641621209393 0.0016309741303878562 0.0020072339229056076 -0.00038367967696758339 -0.0014953269413331633 -3.1927991961330732e-05 0.0054796709536345748 -0.00044923259397184717 6.4182154935266876e-05 0.0032888876913657024 -0.0017747060866561137 -0.0017218123493067613 -0.00033743237007587211 0.0020889929905608027 -0.00025041792038857667 0.0022212250421058733 9.1932748798141314e-06 0.00055605682300386458
leaf_weight=0.0012740026439221888 0.0013187507970887627 0.0010043652717559581 0.001564209464932298 0.0011889235756673546 0.0015083544015642705 0.0021863749328890894 0.0017895702090829904 0.0019820490851998329 8.609110943288881 0.0010804691416606005 0.53995389010242334 0.52750951983738659 1.0081558914337163 0.52020268140404269 0.52298387476548569 0.5107810250956375 1.0134882337279121 2.9098963178657868 0.54152935712409089 0.50118702894542344 1.0127388006949312 0.52054875833346159 0.52511279641203135 0.52870129761294649 3.5295206725185295 0.51301822878304104 12.126956493139394 1.0263584645356609 2.0090092981955081 3.0483841948509385
leaf_count=53 827 334 119 9 246 15 126 1 594 83 156 147 17 37 41 36 25 27 50 5 19 40 98 92 62 64 479 31 41 160
internal_value=2.82064e-07 0.016654 0.0440806 -1.66745e-06 -4.24384e-07 5.28117e-07 -3.06553e-06 0.0432934 2.13871e-06 -0.0206836 9.53054e-07 1.67744e-05 -0.000648994 4.23539e-05 2.14053e-05 0.000224237 0.000143697 0.000676017 0.00263366 -0.000133256 7.58351e-05 0.00145525 -0.000176727 -6.83408e-05 -1.07379e-05 0.000745001 -3.57458e-05 0.000141437 0.000757155 -1.88832e-05
internal_weight=42.06 0.00492305 0.00283821 42.0551 42.0538 42.0526 42.0491 0.0034904 42.0469 0.00208483 42.0451 41.5052 1.53567 39.9695 39.4493 12.1008 11.5778 3.96221 1.05231 7.61561 6.60213 1.02174 5.58039 27.3485 5.05528 1.52576 26.8198 14.6929 3.03537 11.6575
internal_count=4034 589 172 3445 2618 2609 2362 247 2347 417 2221 2065 164 1901 1864 467 426 113 86 313 288 45 243 1397 145 83 1305 826 72 754
is_linear=0
shrinkage=0.1


Tree=576
num_leaves=31
num_cat=0
split_feature=5 21 10 10 13 4 7 21 19 22 4 12 21 16 16 17 15 20 13 9 6 7 21 21 17 18 7 9 23 9
split_gain=0.00017899 0.000867937 0.000588026 0.00079263 0.00010226 8.50957e-05 0.00023537 0.000508644 0.00363897 0.00113587 0.000233474 0.000168064 0.00013705 0.000345201 0.000519261 0.000134538 0.000552985 9.05736e-05 0.000200387 9.70019e-05 8.60424e-05 0.000263764 7.64913e-05 7.50752e-05 7.80029e-05 7.37886e-05 7.23445e-05 0.000576248 0.00149357 8.23714e-05
threshold=13.154029769200003 2.5447591590000003 82.678152885650022 79.836452641800022 98.384125283750009 244.52697497700004 22.977992916200005 1.0000000180025095e-35 13.451085274650001 -0.026144999999999998 259.18765753015003 174.18091207835002 6.5119136755000007 22.544947280100004 22.644947046300004 197.61001826940003 37.408632939650005 40.241071441700008 117.60122400020002 195.10791980860003 16.235379337050002 25.395581754250003 8.119216894900001 10.109275982950003 192.28474763930004 14.85568425095 26.257306519650005 177.77223095870002 0.11660000000000002 203.06170522940002
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 -5 11 -7 8 10 -10 -8 26 13 20 -15 17 -17 18 -14 22 21 -9 -19 -21 -25 -3 27 28 -2 -29
right_child=5 2 -4 4 -6 6 7 12 9 -11 -12 -13 15 14 -16 16 -18 19 -20 23 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.062862679962389215 -0.022776875433588001 0.020431038689836603 -0.034720739246980895 0.060864535413205467 0.099860737106638217 -0.0022547276134947769 -0.039159848808908215 -0.0025127786903240425 0.020382636204025504 0.10006024236505558 -0.10004041663011749 0.0018837655811600905 -0.0023332147239541463 -0.0043357038951772342 7.5249922537332046e-05 -0.0011716586445327524 0.0034072221059077163 0.00031783085741216716 0.00048558006455031827 -0.00030939762710532903 0.0004728550399321593 -2.8549863640653554e-05 -0.00074995006738429984 0.00096699384329469468 0.00013225337695419652 -0.016877663031480465 -0.0011068689708664558 -2.4835581910635253e-05 0.10005424015620067 0.00038193532852321554
leaf_weight=0.0011698398557807256 0.0019925929968768177 0.0010005920905475918 0.0010973153378414403 0.0012298752727044893 0.0014836757175089588 0.52648877124814575 0.0010159035274480699 0.51493451462928197 0.0036151081158095622 0.003542394872965815 0.0016578897773129597 0.52657412117957036 0.50621342505511424 0.53657941866139569 0.53098047165747175 0.51867568166882694 0.5366351050523761 1.0075448310845163 0.50259468739386648 1.5097307454707261 1.5116448896000987 2.5141483897430952 2.0078012461978663 2.0220220020360102 2.5079287114959925 0.0011274229977907835 0.50461742481408478 16.651875356204204 0.0019673383521876531 7.1012365775770183
leaf_count=365 446 111 484 76 13 326 6 46 26 14 57 46 47 127 88 112 69 13 4 38 28 140 44 29 27 75 52 738 10 377
internal_value=2.92829e-07 0.0158668 0.0313749 0.0463552 0.0821863 -2.38934e-06 -0.000172847 -0.000107359 0.0226318 0.0598167 -0.0769089 0.000116325 -0.000120723 -0.00052376 -0.00214179 8.25608e-05 0.00115674 -3.00799e-05 -0.000928873 7.00534e-05 -0.000143348 -0.000450861 -0.000393163 0.000301317 0.000504854 0.000664878 7.79651e-05 0.000103132 0.038247 9.67728e-05
internal_weight=42.0591 0.00710872 0.00593888 0.00484157 0.00271355 42.052 17.2638 16.7373 0.0098313 0.0071575 0.00267379 24.7883 16.7274 5.60829 1.06756 11.1191 1.05531 10.0638 1.00881 9.05503 4.54073 3.02908 3.01535 6.03968 4.52995 0.00212802 24.2617 23.7571 0.00395993 23.7531
internal_count=4034 1124 759 275 89 2910 1241 915 103 40 63 1669 812 429 215 383 181 202 51 151 214 186 57 94 56 186 1623 1571 456 1115
is_linear=0
shrinkage=0.1


Tree=577
num_leaves=31
num_cat=0
split_feature=0 10 7 18 10 0 15 21 19 21 8 15 22 15 20 8 22 16 7 7 7 22 5 15 14 22 3 5 15 23
split_gain=0.000137554 0.00160765 0.00105144 0.00131379 0.000522475 0.000515393 7.94796e-05 0.000369198 0.000130468 0.000116701 0.000271696 8.79319e-05 0.000381118 0.000617416 0.000191521 0.000524839 0.000438162 0.000169116 0.00112726 0.00251531 0.0010229 0.000248352 0.000144059 0.000197525 8.45588e-05 0.00150592 0.00968161 0.00531266 0.00773587 0.00148436
threshold=83.503509531750026 58.167480110400007 21.725272673150005 11.928667296000002 59.632689791450012 76.451683855550016 46.074827201850006 15.285239689500001 14.651182102100002 14.894616075700002 8.543332867800002 41.492094664050008 -0.06828999999999999 41.800301886400014 33.151194885250007 8.1436447804000007 -0.63113999999999992 22.674946976100003 22.181995028450004 22.105125139000005 21.147833206800005 -0.14138499999999998 23.455765688150006 42.493282152450007 274.43194657740008 -0.061874999999999999 91.867302775550016 21.336111252450003 26.384523135650003 0.08572500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -1 8 -8 9 11 -11 14 22 -14 15 -2 -16 18 19 20 -18 -22 23 -13 -20 26 27 28 -26 -30
right_child=6 4 -4 -5 -6 -7 7 -9 -10 10 -12 12 13 -15 16 -17 17 -19 24 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00093064593909362135 0.068725384275512766 -0.10003330926723382 0.099980563545188639 -0.091227716229981895 -0.01799497060921125 0.088207328519953429 -0.0028467910823580943 0.0004183351074847696 0.0015942844937901089 -0.0026652096435973447 0.00012207101859660322 0.0024107582981815253 -0.00029338639756793493 0.0044667694191874103 -0.05005755490416515 -0.018544790017411616 0.047778314703470257 -0.0017945567740668524 4.4465567518128861e-05 0.09756026253689698 -0.030803441227966702 -0.10004942023335382 -0.00031627689977266961 -0.00036668251766461767 0.063547122037731787 -0.00025088888075648142 -0.089686634891985723 0.092580703856758484 0.0084139085578022899 -0.089969067681628656
leaf_weight=0.001867788621281119 0.0014185098639803986 0.0019906677442129705 0.0012807252909254885 0.0012126171338886493 0.001272571376542464 0.001060948707447551 0.52749494678557241 1.0081994265235747 0.52606159673723496 0.53494751335176616 1.0100220870808696 0.51797152609287855 0.54466339826467336 0.5452596460014405 0.0017499636942081001 0.0013401926303231448 0.0012832539650039767 0.52718917963117817 30.351173797419484 0.0036508212977164334 0.0010238164325450938 0.0010482271893588191 3.3732769509913396 0.50637904328880268 0.007608342456054156 2.028059168383515 0.013117964618585276 0.0067194068602704762 0.0019033346061956289 0.0078934474009813016
leaf_count=201 124 66 7 114 247 13 154 20 50 245 19 17 5 77 37 13 73 74 1423 15 51 31 52 25 394 292 48 22 32 93
internal_value=3.48493e-07 -0.0125831 0.0207937 -0.00369507 -0.0680407 0.032547 2.9476e-06 -0.000703202 2.97145e-05 9.1317e-06 -0.000843028 4.3379e-05 0.000414007 0.00208799 -1.83364e-05 0.0263291 -2.05421e-05 -1.78847e-05 1.10031e-05 0.0401185 -0.0223825 -0.0658343 -8.79057e-07 0.00103775 2.3347e-06 -0.00061681 -0.0205433 0.0170542 -0.0121035 -0.0708551
internal_weight=42.0581 0.00868532 0.00542208 0.00414135 0.00326324 0.00292874 42.0495 1.53569 40.5138 39.9877 1.54497 38.4427 5.48755 1.08992 32.9552 0.0027587 32.9524 32.9507 32.4235 0.00700612 0.0033553 0.00207204 4.39763 1.02435 32.4165 2.0653 0.0372425 0.0241245 0.0174051 0.00979678
internal_count=4034 648 335 328 313 214 3386 174 3212 3162 264 2898 176 82 2722 137 2585 2548 2474 170 155 82 94 42 2304 881 589 541 519 125
is_linear=0
shrinkage=0.1


Tree=578
num_leaves=31
num_cat=0
split_feature=5 16 16 5 19 17 5 23 17 18 18 15 22 15 6 9 19 9 20 3 18 6 15 3 17 5 6 20 6 3
split_gain=0.000149431 0.000803623 0.00115721 0.000679249 0.000850921 0.00161558 6.55965e-05 0.000359006 0.000223392 0.000120897 0.00015269 0.000112576 0.000424167 0.000125297 9.44986e-05 0.000261899 0.000783815 0.000475485 0.00118929 0.000220413 0.000295022 0.000277794 0.000334996 0.000271356 0.000177188 0.000171513 0.000133383 0.00108868 0.000125692 0.000125103
threshold=10.310231730000002 12.604970524100002 9.719977270450002 13.154029769200003 11.950964240300001 239.21206428850002 23.730745871350006 0.11082500000000002 199.03437346465003 13.3584252364 13.276755824150003 41.492094664050008 -0.06828999999999999 42.493282152450007 16.455384477450004 190.73543849905005 14.351157895250003 197.29115675710003 40.664404858950007 93.499196860750018 12.909082926650003 16.285380505300001 36.548474543700003 93.794927255050013 192.61429575720004 20.769304081650002 14.845346859150002 41.481306584950012 14.545339849550002 92.703413254150021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 11 8 9 10 -8 14 13 -13 19 16 -16 18 -17 20 -5 25 -23 -21 -24 26 28 -28 -22 -19
right_child=1 3 -4 6 5 -7 7 -9 -10 -11 -12 12 -14 -15 15 17 -18 29 -20 23 21 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.033978091856820936 0.02660946322529871 0.097884684905872044 -0.10000945161570943 -0.034834777962142446 -0.060695040295845826 0.074188661566413933 -0.00070131051783589582 -0.0028476935107820582 0.0018864707842132227 -0.0017482657727520047 0.00088603335525056837 0.00098157664015644116 0.0030463816426146875 -0.00039747614977847393 -0.00072278378032321821 0.00095161862134691901 0.0040292569778601533 -0.0012340573409938644 -0.0058034921436251408 -0.0029760759502830401 1.7757936315702186e-05 0.0032259897167377497 0.001366441497989427 0.00027807182415150953 -6.4058410463116054e-05 -0.0017580585125503653 0.0044232993188810027 -0.0010445921214055796 -0.0015464073705882936 -3.7741730386442079e-05
leaf_weight=0.0012942626360289413 0.0011726599088541781 0.001564390805553261 0.001877350288323032 0.0024099774891607187 0.0017089962645338019 0.001848431262338579 1.5169847272094643 0.5152718907074777 0.52246059863279182 0.51503230379977694 1.0091057091301676 1.0167811810733844 0.58237174125019819 1.8714993948581193 1.0052161326276507 0.5101825144738521 0.5301628107745272 1.0226240987140043 0.5328221136751381 0.51156533588982556 17.12823736853246 0.54040096394146431 1.5216868229617833 0.51343860440504274 2.0091224337666063 0.53963157402176065 0.57002397165592711 1.0081378690319978 0.52962214447122491 6.0197111734699291
leaf_count=842 141 23 271 12 88 30 570 39 59 93 23 23 74 57 14 15 58 65 40 20 595 136 24 115 33 144 141 37 171 81
internal_value=2.64525e-07 1.31028e-06 -0.0513273 5.03333e-06 0.0364197 0.00939022 5.9734e-07 -0.000380479 -2.37353e-05 -0.000351906 -6.7209e-05 4.15384e-05 0.000584414 8.80012e-05 -1.3082e-05 -0.00027922 0.000918085 -0.000506584 -0.00249925 8.9853e-05 0.000151565 0.000155101 0.000907328 -0.00134603 0.00055245 2.39711e-07 4.95656e-05 0.000930382 -2.9157e-05 -0.00021146
internal_weight=42.054 42.0527 0.00305001 42.0496 0.00512182 0.00355743 42.0445 4.07886 3.56358 3.04112 2.52609 37.9656 3.47065 2.88828 34.495 9.62072 1.53538 8.08534 1.043 24.8743 23.8493 23.8469 4.07121 1.025 3.53081 19.7757 19.236 1.57816 17.6579 7.04234
internal_count=4034 3192 412 2780 141 118 2639 784 745 686 593 1855 154 80 1701 273 72 201 55 1428 1293 1281 193 135 57 1088 944 178 766 146
is_linear=0
shrinkage=0.1


Tree=579
num_leaves=31
num_cat=0
split_feature=5 16 16 5 19 17 8 15 21 21 8 21 3 4 12 4 8 23 9 7 12 9 15 16 5 7 22 13 7 23
split_gain=0.000122533 0.000702195 0.00106465 0.000590529 0.000785961 0.00137835 9.92381e-05 7.74146e-05 0.000324249 0.000123172 0.000311668 0.000130118 0.00167744 0.000129942 7.35861e-05 0.000269715 9.14667e-05 0.000128088 0.00103362 0.00102881 9.76229e-05 0.00189158 7.80254e-05 0.000247059 0.00014818 0.00040725 0.000371073 0.000172618 0.00175569 0.000299964
threshold=10.310231730000002 12.604970524100002 9.719977270450002 13.154029769200003 11.950964240300001 239.21206428850002 8.8430989333000021 46.074827201850006 15.285239689500001 14.894616075700002 8.543332867800002 14.70115454445 76.172084209950015 313.22340827140005 82.696898122450008 143.78867033265001 8.7431769115000026 -0.50325999999999993 177.77223095870002 22.407814303000006 86.968866757150025 179.18874144770004 43.401366108000012 22.634947069650003 22.649179082500002 22.620600126450004 -0.092479999999999993 117.60660091645001 22.575645983950004 0.11148000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 7 9 -9 11 -11 12 -5 14 15 -14 17 -16 19 -19 -20 -22 24 -24 27 -26 -27 28 -23 -29
right_child=1 3 -4 6 5 -7 -8 8 -10 10 -12 -13 13 -15 16 -17 -18 18 20 -21 21 22 23 -25 25 26 -28 29 -30 -31
leaf_value=-0.030938482118873085 0.024119947976753237 0.097431288321041185 -0.10000855362910416 -0.10002149207149885 -0.056718133684559191 0.070664187376677887 -0.0013453933775249829 -0.0026875051762898978 0.00037267160089031145 -0.0027824640307157508 0.0002035145429745961 0.0016670209920900828 0.00031049719041066843 0.0016168701848741235 0.031461003579604074 -0.0025039230591548177 0.00082997592546689165 -0.0060054663717013738 0.00099534815193456179 0.099984130235374044 -0.10008258886446492 0.054292959022937175 -0.0024787867509892749 0.0002142182913206273 -0.00014802938347140357 0.00037813454866254619 0.0041766488003964963 -0.0021307325596771438 3.4018195952828391e-05 8.3290494158442068e-05
leaf_weight=0.0012800707914867307 0.0011647682117285887 0.0014217866127518288 0.0016987112641334845 0.0016746793535337137 0.0016491980021196007 0.0017517249798544299 0.54072548085144845 0.52747052833474484 1.0077879359187703 0.53483246605022472 1.0090639296467996 0.50981920680362591 1.0084628725588931 0.53074835085858652 0.0012970447145040911 0.5140900357105237 1.5167462816298201 0.0016498690274734376 1.0156682192573487 0.0020584020103342482 0.0018883479569912201 0.0059649197828645075 0.51370793994607211 1.0113163050193632 1.9112582376492349 0.50324898020880937 0.52595945251960052 1.0317612203929223 26.312517668818884 1.5038883619854457
leaf_count=842 141 23 271 46 88 30 199 147 18 123 17 14 35 235 77 24 42 420 29 4 11 17 29 27 23 10 30 54 999 9
internal_value=2.90618e-07 1.23242e-06 -0.0495172 4.6046e-06 0.0349951 0.00889311 5.90931e-07 1.81273e-05 -0.000678717 4.48948e-05 -0.00083088 8.00842e-05 5.8745e-05 6.31658e-05 4.11061e-05 -0.000639792 7.00167e-05 3.64525e-05 3.52656e-05 0.0528277 2.95643e-05 1.26361e-07 5.79842e-06 -0.000692927 3.93127e-05 0.000715574 0.0023193 -2.96037e-05 4.63156e-05 -0.0008176
internal_weight=42.0526 42.0513 0.00286348 42.0484 0.00482271 0.00340092 42.0436 41.5029 1.53526 39.9676 1.5439 38.4237 37.9139 37.9122 37.3815 1.52255 35.8589 34.3422 34.3409 0.00370827 34.3372 33.3215 33.3196 1.52502 31.7946 2.94047 1.02921 28.8541 26.3185 2.53565
internal_count=4034 3192 412 2780 141 118 2639 2440 165 2275 140 2135 2121 2075 1840 59 1781 1739 1662 424 1238 1209 1198 56 1142 63 40 1079 1016 63
is_linear=0
shrinkage=0.1


Tree=580
num_leaves=31
num_cat=0
split_feature=7 17 17 15 16 8 13 8 19 22 5 16 22 7 21 19 6 6 20 6 3 20 2 9 6 20 7 20 21 2
split_gain=0.00011437 0.000469565 0.000311972 0.000162482 0.000388631 8.97599e-05 0.000429751 0.00127822 7.57005e-05 0.000378454 0.000128223 0.000235749 6.96123e-05 0.000161988 0.000120722 0.000105654 0.000209095 0.000178484 0.00024412 0.000201281 0.000626508 0.00029214 0.000185547 0.000171062 0.000146761 0.000181645 0.000122752 0.000176412 0.000154925 0.00014473
threshold=20.861906850000004 171.59570528810005 162.57770630285003 16.701947052500003 9.719977270450002 8.8430989333000021 98.050756475600011 7.1444245619500011 14.651182102100002 -0.086139999999999994 24.458659404000002 22.534947303500005 -0.117885 22.814487719050003 11.065329869750002 14.351157895250003 15.710367070250003 16.285380505300001 42.536568606950006 16.455384477450004 93.216908757050007 41.806790701050012 143.46490108225001 192.98754432855 16.395383075500003 42.824128352900011 23.974509389900003 37.038444968100009 8.9626214023500008 62.922191810850009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 10 -10 12 -12 13 -8 -15 26 -17 18 -18 20 -19 23 -23 -21 -22 -26 -14 -28 29 -29
right_child=3 -3 -4 5 -6 -7 8 -9 9 -11 11 -13 15 14 -16 16 17 19 -20 21 24 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.032850547352531026 0.016931566983112125 0.056084014175653542 -0.03489934160490072 0.045044383993999799 -0.060160805591836897 -0.0012813267596753625 0.0020675032171018032 -0.10001424295592801 -0.0010831784852438243 0.0027598158183915998 0.00044004197481115271 -0.0025945096380026087 -0.0004280422893165043 0.00038811950900899405 -0.001264722009394707 0.0021892624314168853 -0.0026240443096639966 0.0041047940757789952 0.00045233802719370068 0.0012625886901518641 -0.0012814653406739761 -0.00018770956965371104 -0.0028816065179128889 1.0738037732611423e-05 0.0021304601018488963 -0.00054382308282704072 -0.0017736163194428398 0.001824145885288418 -0.0015647628016257976 0.00010646433263809666
leaf_weight=0.0010941572805384095 0.0012069052287115014 0.0017781301190353815 0.0017941894729402996 0.0010208792503124666 0.0014271256983995062 0.53961536637110086 0.51329709945724022 0.0015000273730820801 0.50475041641519169 0.52051393285000702 0.50225482492000562 0.52218073707422441 9.1352419786538253 3.5367670737999015 0.50499800008522111 0.52095328637005778 0.52485195992630795 0.53157407011167235 0.50722026392031694 1.391227541840635 0.50276844660612563 0.50984791531300266 0.51286747359259266 5.0677358974826348 0.51338604623379069 0.50266577451657213 0.5180476022248176 0.50959937692186841 0.5345619816290953 13.11435487908855
leaf_count=149 473 191 249 229 317 163 125 147 14 32 17 102 289 300 75 47 40 90 19 41 27 30 49 56 39 7 95 32 175 415
internal_value=2.81849e-07 0.0156547 -0.00923447 -1.45554e-06 -0.0248373 1.00419e-07 1.67609e-05 -0.0412706 1.92687e-05 0.000867862 -2.22606e-06 -0.00110675 2.64546e-05 0.000394122 0.000181605 -2.15367e-05 0.000233484 0.000137038 -0.00111213 0.00027229 0.00115008 3.17282e-05 -0.00153863 0.00028038 0.00011595 0.000807427 -0.000140256 3.88725e-05 0.00010519 0.000170714
internal_weight=42.0511 0.00466648 0.00288835 42.0464 0.00263403 42.0438 41.5042 0.00252091 41.5017 1.02526 40.4764 1.02444 39.452 4.55506 4.04177 34.8969 11.0851 10.5641 1.03207 9.53207 2.05039 7.48168 1.02272 6.45896 1.51882 1.01605 23.8118 14.6766 14.1585 13.624
internal_count=4034 589 398 3445 790 2655 2492 376 2116 46 2070 119 1951 500 375 1451 445 398 59 339 163 176 79 97 73 46 1006 717 622 447
is_linear=0
shrinkage=0.1


Tree=581
num_leaves=31
num_cat=0
split_feature=5 10 19 17 22 17 19 22 4 22 23 8 4 23 7 23 15 17 21 15 15 10 5 19 22 14 23 21 17 18
split_gain=0.000114111 0.000665083 0.000675181 0.00088999 0.00143812 6.6657e-05 8.3209e-05 0.000239117 0.000100941 0.000558831 0.00166808 0.00183487 0.00187999 0.000371197 0.000293909 0.000262134 0.000120231 0.000967764 0.00019796 0.000853263 0.000168801 0.000254573 0.000154268 0.000172944 0.000109315 0.000254859 0.000114341 9.55797e-05 0.000246196 0.000299725
threshold=13.154029769200003 82.678152885650022 11.950964240300001 239.21206428850002 -0.16276499999999997 212.98902586740002 14.651182102100002 -0.098419999999999994 244.52697497700004 -0.23401999999999998 0.076130000000000017 8.3434888241000014 221.59709273005004 0.11148000000000002 22.977992916200005 0.13041500000000003 38.213426205600008 188.19076296340003 11.628334000150002 36.548474543700003 42.841315546000011 61.998532946250002 21.454033346250004 14.551174033150001 -0.095854999999999996 202.41254547485002 0.092465000000000033 1.9176293050000004 178.10958437055004 14.254777969200001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 8 -8 9 10 -2 12 13 -12 -10 16 18 20 22 -20 21 -18 23 24 25 26 -11 28 -26 -30
right_child=5 -3 3 -5 -6 -7 7 -9 14 15 11 -13 -14 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=0.090317042105435799 0.05995700784803492 -0.051194302135037818 0.058590236966148138 0.077166410198441934 -0.10001910343468699 -0.0011313492831670914 -0.00065033489265885376 0.0023958144610955749 -0.0025421444673834111 0.00013624009224249192 0.011598872046237097 -0.095237533928070398 -0.10006821709638979 0.086406769244098403 -0.00012590387381365006 0.0023431338774281022 -0.0026331882895883093 0.0044676061596395835 -0.00438382329745451 0.00060568823646495434 0.00072636862330085908 0.00046218430339502062 -0.0016174188279815312 -0.0016801392853463583 0.0011130528470697529 0.0026819151098967089 0.001736662591157595 0.00013694407758993234 0.00015217199421385151 -0.0032413745355573914
leaf_weight=0.0013564340944732601 0.0018877406983754674 0.0012570839169825012 0.0010350490089549025 0.0011988170276708843 0.0012768883781517082 0.51595314948093474 0.50652022589201806 0.52458283778444925 0.52009050245128818 3.5201071582739507 0.0012845502736799352 0.0037195437323589431 0.0012120732635594322 0.0013714965944018331 15.707785261127222 0.52285691017459512 0.55562666632687585 0.54334373268798675 0.51993606565869299 1.0056946669938041 0.86708521062702448 0.5091880918971583 0.51678199178856132 0.51182370450624048 0.50631597455253441 0.52481947311116517 0.51124214495007425 12.60382777653138 0.51131556442123816 0.53008198339102819
leaf_count=97 99 758 36 18 215 146 13 60 315 199 90 38 9 16 777 36 28 66 83 8 23 27 339 38 29 56 22 308 27 58
internal_value=2.70079e-07 0.0136494 0.030397 0.007246 -0.0290101 -1.71808e-06 1.23165e-05 0.000899421 -1.027e-05 0.000118828 -0.0241616 -0.0450895 0.00313225 0.0502272 -0.000203342 0.000128312 7.95261e-05 0.000739135 2.73669e-06 -0.00109474 -0.000309492 -0.001153 8.75725e-05 0.000133417 0.000183034 0.000609055 0.0003392 4.58741e-05 -0.000695755 -0.00157518
internal_weight=42.0506 0.00612427 0.00486719 0.00351075 0.00231194 42.0445 41.5285 1.0311 40.4974 24.2695 0.0094754 0.00758766 0.00386812 0.00265605 16.2279 24.26 23.7372 2.47524 21.2619 1.52563 1.9319 1.06481 19.7363 19.2195 18.7077 4.55617 4.03135 14.1515 1.54771 1.0414
internal_count=4034 1124 366 269 251 2910 2764 73 2691 1599 252 153 115 106 1092 1347 1311 144 1167 91 78 55 1076 737 699 277 221 422 114 85
is_linear=0
shrinkage=0.1


Tree=582
num_leaves=31
num_cat=0
split_feature=7 7 2 17 17 15 21 19 15 13 21 8 16 0 22 21 20 21 20 5 22 16 23 5 21 19 23 17 23 7
split_gain=9.37468e-05 0.000784165 0.000491336 0.000395238 0.000269247 7.65248e-05 0.000382496 0.000158745 0.000133226 0.000399534 9.65158e-05 0.000282992 8.83229e-05 0.00275528 0.000134491 0.000396587 0.00072309 0.000120157 0.000164438 0.000245578 9.13176e-05 0.000119483 0.00159215 0.00119795 0.000104181 9.89624e-05 8.92068e-05 0.000302146 0.000187202 0.00040187
threshold=20.861906850000004 21.506492748250004 62.147615758400008 171.59570528810005 167.67262050095005 46.074827201850006 15.285239689500001 14.651182102100002 16.701947052500003 95.986020631400024 14.894616075700002 8.543332867800002 22.624947093000003 85.705356740550016 -0.071864999999999998 5.4349223666500004 37.903039192800001 3.8781687083500005 41.681597818500002 23.195398057700004 -0.10051499999999999 22.604947139800004 -0.24800999999999998 24.279163357700003 4.3657573166500008 14.351157895250003 0.049900000000000007 183.19621122360005 0.079605000000000023 25.797620402650001
decision_type=2 2 2 2 2 2 2 2 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 9 -3 12 -12 13 -10 17 16 -16 -14 -19 -20 24 22 23 -22 25 -15 27 -24 29 -28
right_child=1 5 -4 -5 -6 6 -8 -9 10 -11 11 -13 14 20 15 -17 -18 18 19 -21 21 -23 26 -25 -26 -27 28 -29 -30 -31
leaf_value=0.017334237778446671 -0.010592175785857744 -0.064334363898508995 -0.10001828146745595 0.052152009999424202 -0.04531557566408477 -0.0028715414583600283 0.00045090279627189433 0.0017522915293767928 -0.077894927814625342 0.015380077736454972 -0.0026297168287901804 0.0002158038496253077 -0.001096625309131854 0.00043823694054728036 -0.00022030668008482992 0.00014199195784065198 0.0049214879287095697 -0.00011289260146145265 0.0028312847115860352 -0.00026979039674173268 -0.0029502189828936234 -0.00085797546626467278 0.00021428437404958872 0.10004605392187721 0.0016590249796390056 -0.00068553295257311553 0.0033210306569897621 -0.0027369373025393552 -9.7978331039508349e-05 -0.00011196534428569354
leaf_weight=0.0016543671208507629 0.0011976612731873356 0.0012123768508060509 0.0012615929440331491 0.0017201927315801946 0.0011719102782734581 0.52790447746963209 1.0084004590617466 0.52714388851707994 0.004546291177766614 0.0013061239010545012 0.53417318189651553 1.0109647955308139 0.87157774037518709 3.5287683204726736 0.54428217054373618 3.0275049754590597 0.54975887711407267 4.0214742469734119 0.51978762078033447 0.50199237113440631 0.0019005617680275524 2.0211799567914559 1.0095617878421392 0.0027826074510812759 0.53916869287276092 1.0073388440623601 0.517242953290867 0.52851564180625232 18.233288846887291 1.0006756183564745
leaf_count=271 7 734 150 191 127 161 20 57 32 35 145 21 47 352 4 40 91 43 50 13 48 33 20 2 277 20 78 83 860 22
internal_value=2.49348e-07 -1.30332e-06 -0.0564676 0.014359 -0.00864338 1.99965e-06 -0.000690754 2.82742e-05 5.54215e-06 -0.0229935 6.99108e-06 -0.000767928 3.81468e-05 -5.19816e-05 0.000293139 0.000731668 0.00236346 -1.24357e-05 0.000174935 0.00130775 -3.95163e-05 -0.000123192 -5.34484e-05 0.0582473 0.000344881 0.00018868 -6.62732e-05 -0.000799817 -9.15025e-06 0.00105786
internal_weight=42.0495 42.0449 0.00245925 0.00454647 0.00282628 42.0425 1.5363 40.5061 39.979 0.0025185 39.9765 1.54514 38.4313 28.395 10.0364 4.12155 1.09404 5.91483 5.04325 1.02178 28.3904 23.3151 21.294 0.00468317 5.07528 4.53611 21.2893 1.53808 19.7512 1.51792
internal_count=4034 3445 157 589 398 3288 181 3107 3050 769 2281 166 2115 1827 288 135 95 153 106 63 1795 1146 1113 50 649 372 1063 103 960 100
is_linear=0
shrinkage=0.1


Tree=583
num_leaves=31
num_cat=0
split_feature=5 10 10 22 15 21 19 21 18 5 15 0 6 8 7 16 16 22 17 22 21 18 16 9 18 19 20 7 18 7
split_gain=0.00010576 0.000548035 0.000721619 0.000416225 6.2885e-05 0.00031403 0.000121089 7.94381e-05 0.000271518 0.000149786 9.36938e-05 0.00137311 0.00317174 0.00220284 0.00136084 0.00129552 0.00070361 0.000529711 0.00111245 0.000279315 0.000561275 0.000248975 0.000123482 0.000119488 0.00175823 0.000394068 0.000346399 0.000159376 0.000561832 0.000111781
threshold=13.154029769200003 81.320481529800006 79.836452641800022 -0.15352999999999997 46.074827201850006 15.285239689500001 14.651182102100002 14.894616075700002 13.091807150500001 21.991679690250006 41.492094664050008 85.705356740550016 16.575387281250006 8.543332867800002 22.181995028450004 23.264945596400004 21.094950670800003 -0.60024999999999995 192.94032447935004 -0.06828999999999999 7.5757413081500014 12.794482498400003 22.674946976100003 188.96048214565005 12.909082926650003 14.351157895250003 32.724174661450007 23.109894804950002 13.059010054600002 23.445318439400001
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 7 10 9 -9 11 12 14 16 -2 -15 -14 18 -13 -12 -21 -19 23 25 -25 -23 -26 28 -28 -29
right_child=4 -3 -4 -5 5 -7 -8 8 -10 -11 19 17 13 15 -16 -17 -18 21 -20 20 -22 22 -24 24 26 -27 27 29 -30 -31
leaf_value=0.044823946637443435 -0.0023475961970064584 -0.03567556657438907 0.083268657883530883 -0.038719731116799674 -0.0026027150602490196 0.00040593801823746249 0.0015282035019236464 0.0014610770998426947 -0.0025371655022604169 -0.00096668510245710184 5.8283007619112221e-05 0.011333010383377003 0.00025713358976398395 -0.090815560895168679 -0.10009205919505999 0.039692708688028377 0.098071101922912851 0.028477508994294368 -0.10005125878745287 0.0039737044648109829 -0.00057706674190398041 3.284618816286853e-05 -0.001543682297064354 -0.10008695674626281 -0.058458826051792062 0.0031217542551839499 0.00010580740765834809 0.00047533887175139796 -0.0036369350505015825 -6.7253082720467616e-05
leaf_weight=0.0010649179645317863 0.0019022728125815958 0.0016192082051522541 0.0016850952100986583 0.0013553274750168608 0.52894448136242189 1.008097116014383 0.52696172917259687 0.51189550407434292 0.52929367136825423 0.50468125575099343 4.3991624585085845 0.0020158140108951219 0.0010158142959362237 0.0020308287580199647 0.0056696139019329905 0.0012160943538219726 0.0026641686199582182 0.0030665094139966645 0.0016151014532752583 0.58000713942061455 0.50874707797629526 2.0158189677952865 0.52206253345229825 0.0017568045295800463 0.0010150965595191455 0.51943409448722366 1.5041772854310687 4.5369460139054381 0.54690325712181209 23.275216371000081
leaf_count=65 226 810 70 179 162 20 67 22 108 31 96 26 321 73 25 12 9 18 25 73 16 172 41 5 12 44 17 129 75 1085
internal_value=2.48088e-07 0.0135915 0.0330232 -0.00196017 -1.60252e-06 -0.000629434 2.22216e-05 2.37099e-06 -0.000700482 0.00025581 3.06419e-05 -3.30844e-05 -0.0308005 0.0181002 -0.0755359 -0.0419353 0.0710708 -1.95377e-05 -0.0382129 0.000413197 0.00184725 -1.5326e-05 -1.79799e-05 6.60287e-06 -4.93476e-05 0.000665716 -4.34628e-05 -4.14771e-05 -0.000892163 2.12589e-05
internal_weight=42.048 0.00572455 0.00410534 0.00242025 42.0423 1.53704 40.5053 39.9783 1.54587 1.01658 38.4324 32.9445 0.0144988 0.00692691 0.00757189 0.00324692 0.00367998 32.93 0.00363092 5.48792 1.08875 32.9264 32.9233 32.4013 29.866 2.53525 29.8643 29.8632 2.05108 27.8122
internal_count=4034 1124 314 244 2910 182 2728 2661 161 53 2500 2315 666 415 251 85 330 1649 51 185 89 1598 1580 1539 1323 216 1318 1306 92 1214
is_linear=0
shrinkage=0.1


Tree=584
num_leaves=31
num_cat=0
split_feature=5 16 15 5 19 17 3 20 22 16 9 16 22 12 18 8 15 5 22 18 21 6 23 9 8 5 22 20 20 4
split_gain=9.97305e-05 0.000496902 0.000949864 0.000450045 0.000603293 0.00109362 7.15614e-05 0.000771782 0.0118358 0.00565376 0.00112922 0.00127988 0.000668421 0.000208035 0.000471126 0.000503861 0.000328923 0.000165747 0.000233945 0.000146549 0.00013939 0.000117905 9.90771e-05 0.000773882 0.000562559 0.000282915 0.000137392 0.000631912 9.08087e-05 0.000288574
threshold=10.310231730000002 12.604970524100002 13.019805569300003 13.154029769200003 11.950964240300001 239.21206428850002 93.281431752200021 41.942745071500006 -0.08262499999999999 22.714946882600003 185.44496129890004 22.604947139800004 -0.60024999999999995 149.58082149560002 12.971888692100002 8.8430989333000021 41.29990759910001 24.458659404000002 -0.10290999999999999 13.276755824150003 14.70115454445 16.555386813950005 0.13041500000000003 184.36538191430003 7.8438787148500007 18.553574773300003 0.086310000000000026 38.179089776100007 43.631818398850008 217.14278782465001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 12 13 -9 10 11 -10 -5 14 21 -16 -15 19 -19 -18 22 -8 23 24 -14 -24 28 -28 -25 -30
right_child=1 3 -4 6 5 -7 7 8 9 -11 -12 -13 20 16 15 -17 17 18 -20 -21 -22 -23 25 26 -26 -27 27 -29 29 -31
leaf_value=-0.02949976851643827 0.023575919040256514 0.096506265168442698 -0.10000715961668349 -0.042172098895355351 -0.05335615473103144 0.067643160145833478 -0.001499334522546802 -0.00085616339763356557 0.054387244817369076 0.081611284821916513 -0.10015050792096486 -0.10004156647364892 0.0043015498633044583 -0.0027983787794065886 0.0045024795935189234 0.00010733369836148854 -0.00031461376495535388 0.00021328448546673327 -0.0028185886126421197 0.00088836702456159726 0.0016944853807388364 0.00017709090705323686 -0.00046334362709588126 8.6626052405552202e-06 0.10000891045911371 0.0019003392210207996 0.0013744760023458619 -0.0035233687061653821 -0.0007305878265339707 0.0026327360648232519
leaf_weight=0.0011459717838694363 0.0011296816692750586 0.0010995704774997552 0.0013837262277720669 0.0037444009803263558 0.001428953571738667 0.0015650978501113855 0.50774432389330426 0.5202846171967348 0.0010656116114605698 0.0020722542669240332 0.017853642284864968 0.0010812067766892142 0.0011379862441839297 0.5201947091561826 0.53524621181094267 0.50876239585443273 3.0098063196128351 0.50268575754216727 0.51548554047690209 1.5261346364604831 0.52653557063346212 2.4148046173162112 1.0032486486625196 26.821358422250803 0.0013342038600967498 1.0224556063412817 0.51737724716758637 0.53665036734179239 0.50461210379398724 0.51593659045465756
leaf_count=842 150 23 262 34 88 30 32 327 98 20 84 11 40 92 117 19 33 15 32 35 82 201 32 1045 9 27 44 99 90 21
internal_value=1.66708e-07 9.70769e-07 -0.0444612 3.62888e-06 0.0331589 0.00989452 4.00221e-07 -0.000224532 -0.00389889 -0.0756201 -0.0919109 -0.0233881 7.60815e-05 -2.60618e-05 0.000537217 0.00236065 -0.000393886 -0.000168683 -0.00132171 9.01337e-05 8.11115e-05 -0.00011416 5.3641e-05 6.25076e-06 0.0559534 0.000729704 1.46421e-06 -0.00111923 4.38908e-05 0.000969735
internal_weight=42.0454 42.0442 0.00251341 42.0417 0.00409362 0.00299405 42.0376 10.5832 0.542357 0.0220727 0.0200005 0.00214682 31.4544 10.0409 3.96656 1.04401 6.07431 5.55411 1.01817 4.53594 31.4506 2.92255 30.9241 28.8984 0.00247219 2.0257 28.8959 1.05403 27.8419 1.02055
internal_count=4034 3192 412 2780 141 118 2639 1116 540 213 193 109 1523 576 369 136 207 115 47 68 1489 233 1407 1348 49 59 1299 143 1156 111
is_linear=0
shrinkage=0.1


Tree=585
num_leaves=31
num_cat=0
split_feature=0 10 7 18 10 3 17 5 6 19 22 2 7 6 19 12 12 8 20 20 20 18 23 17 18 16 2 19 4 14
split_gain=0.000119147 0.00136249 0.000972784 0.00107051 0.000460106 0.000377887 8.1271e-05 0.00013187 0.000640825 9.49484e-05 0.000363971 9.14408e-05 0.000197964 0.000222551 0.000179797 0.000112663 0.000100229 9.59967e-05 8.17291e-05 9.58073e-05 0.000520387 0.000503617 0.000449221 0.00071571 0.000126312 0.000206641 0.000710551 0.000152825 0.000290175 0.000114087
threshold=83.503509531750026 58.167480110400007 21.725272673150005 11.928667296000002 59.632689791450012 103.48681881535002 212.98902586740002 13.154029769200003 11.075258771650001 14.651182102100002 -0.086139999999999994 171.97230602530001 23.051546669900002 16.535386346650004 14.451165964200003 201.09959674440003 196.95882362420002 8.2435668022500028 43.680097826700013 40.340071172300007 40.040005255000004 14.708525021850003 0.10661000000000002 188.19076296340003 14.420596409350003 15.344964116800002 120.31044416595002 14.551174033150001 193.19324462480003 170.13250779355005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -1 7 8 -2 11 -11 16 -13 14 15 -14 18 -17 19 20 24 -22 29 -24 27 -26 -27 28 -9 -21
right_child=6 4 -4 -5 -6 -7 -8 9 -10 10 -12 12 13 -15 -16 17 -18 -19 -20 22 21 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.072290845116230823 -0.02323913249604747 -0.10002910871278435 0.099968868583906051 -0.09007228776815511 -0.019333223131069766 -0.0035600784848739027 -0.0012426733007708506 0.0003160461184002731 0.07123604553938867 -0.00094684416120673683 0.0028129948767567654 -0.0021664709874233143 -0.0016000884605951778 -0.0021755524662886707 0.0017250315702276268 -0.0013931267421712365 0.0014759897958661211 1.2690325078608335e-05 -0.0011917747956445152 0.00092134028572041194 -0.0044966362705886704 -5.9825947696915556e-05 -0.00045773178493535896 0.0047762343562094611 0.00026711264174700044 -0.0042053685606467115 0.00029194570509171727 -0.00074558416364905458 0.0027785675297857426 1.6155663014558606e-05
leaf_weight=0.0011406958290560709 0.0015190616758639077 0.0017029816582159185 0.0011570204517425964 0.0010592978372327977 0.0012076104278330169 0.0015483427959019913 0.51789714007980947 4.4078512963436491 0.0013614301534796702 0.50650715815979197 0.52366271628079519 0.51771165670829411 0.51122060937910951 0.5206354293391201 0.5370768243109908 0.51686578626734814 0.50709593342617054 8.0644123014308615 0.51408793770217798 1.5284917658423243 0.51723262132509151 0.5062219611772889 0.50849155232518117 0.53735049256692946 2.0139617030290693 0.53801811226776375 1.0123248311174819 1.0488496976468011 0.53679434610470522 15.637967501058162
leaf_count=16 846 66 7 114 247 198 390 126 34 18 38 155 50 50 108 194 4 225 217 90 22 24 24 40 91 123 43 21 80 373
internal_value=-1.27999e-08 -0.0123456 0.0198155 -0.00492585 -0.0665482 0.028616 2.2828e-06 1.78133e-05 0.0214134 1.63287e-05 0.000964382 -7.7966e-06 -0.00025905 -0.000161761 -5.28833e-05 -0.000157901 8.21035e-05 -7.19846e-05 5.79857e-05 8.02993e-05 -0.000159013 -0.0023021 0.000219339 0.00223146 7.04694e-05 -0.000400938 -0.00126876 0.000350813 0.000583379 9.67528e-05
internal_weight=42.0414 0.00781595 0.00490536 0.00374834 0.00291059 0.00268904 42.0336 41.5157 0.00288049 41.5128 1.03017 40.4827 10.6679 10.1502 9.62958 9.0925 29.8147 8.58128 29.3076 28.7936 10.5813 1.02345 18.2123 1.04584 9.5578 3.5643 1.55034 5.9935 4.94465 17.1665
internal_count=4034 648 335 328 313 214 3386 2996 880 2116 56 2060 782 627 577 469 1278 419 1274 1057 530 46 527 64 484 257 166 227 206 463
is_linear=0
shrinkage=0.1


Tree=586
num_leaves=31
num_cat=0
split_feature=17 8 15 19 19 18 21 20 21 15 20 22 9 7 6 20 17 16 21 16 20 6 23 4 17 22 12 6 22 20
split_gain=0.000123482 6.96855e-05 0.00012201 0.000348682 9.81861e-05 0.00111969 0.0032306 0.00214473 0.000865574 0.000165226 0.000272003 0.000209309 0.000520469 0.000263112 0.000244093 0.000575171 0.000169634 0.000361161 0.000276465 0.000156681 0.000204725 0.00063372 0.000144587 0.000130399 0.000146058 0.000126709 0.000217252 0.00040771 0.000162184 0.000433663
threshold=162.13109061465002 8.8430989333000021 16.701947052500003 10.550851274900003 14.351157895250003 12.885811969150001 5.4349223666500004 43.572676689450006 1.9176293050000004 46.074827201850006 43.018222997350009 -0.063749999999999987 193.67618212375001 23.109894804950002 16.475384944750001 42.824128352900011 195.42788627465004 22.594947163200004 7.7834773016000005 22.594947163200004 41.50623664750001 14.525339382250001 0.12746000000000005 288.96005626495008 188.41589330430003 -0.10051499999999999 183.50495173450003 14.060328517350003 -0.059424999999999999 39.896141435400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 8 -8 -4 11 -11 16 -13 -14 15 -15 -6 -18 -19 22 -21 -22 23 25 -25 26 27 -7 29 -27
right_child=1 -3 4 -5 9 19 7 -9 -10 10 -12 12 13 14 -16 -17 17 18 -20 20 21 -23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=-0.03216345153486002 0.017288966786841557 -0.0011278689209607523 -0.011154006110053906 -0.058335741455826845 0.00027514483337040958 -0.00024733592096299586 -0.10022035221080215 0.030322453239604658 0.096766447746263251 -0.0025934754572877737 0.00066250439022492427 0.003852558311508636 -0.0014842290969406247 0.0043976409204609995 0.00010050470712089668 -0.00032250882431026387 -0.0029875763106881432 -0.0014194318389929446 0.0018748333879543911 -0.00019089665382519494 -5.591289830226622e-05 -0.0043444909165366048 -0.0016194002620685329 -3.6669993341042069e-05 0.0023466844474039506 -0.0032768853341607613 6.9017696170449555e-05 0.0037126873802145683 0.00012111249148502484 -0.00024229628030716867
leaf_weight=0.0011936197660834527 0.0011638825749148715 0.53986900580705466 0.0012605299007263371 0.0012803920288803877 7.4315363134693921 0.50589385577260093 0.0054806641588438509 0.0016336857755812062 0.0018107937263633911 0.51887398332619905 0.50754095947721822 0.53617505758799788 0.55978728253467158 0.52917586631883773 1.511134875603602 0.50406662675959524 0.53165027461272973 0.5095395032451504 0.50948163887369446 4.5318172899446836 1.0027982124156549 0.52493320556258183 0.50880710684709995 0.50185478816925377 0.52727907783087524 0.52534374635619752 2.5064015361213947 0.53487039288435767 11.621667077523323 4.5462510873345385
leaf_count=353 354 193 122 365 225 222 38 77 36 86 31 62 20 49 21 10 84 44 9 68 8 64 57 88 359 97 76 261 388 167
internal_value=2.6305e-08 9.39519e-07 1.56242e-05 -0.0223258 1.69402e-05 -9.0748e-05 -0.0332401 -0.0702435 0.0524738 0.000236658 -0.000983461 0.000335873 0.000975521 0.000478577 0.000910414 0.00209492 7.66337e-05 -0.000874724 0.000227607 -7.8619e-05 -0.00052838 -0.00152948 4.65213e-05 8.63732e-05 0.00118445 3.05411e-05 0.000573322 0.0017878 -8.47948e-05 -0.000556636
internal_weight=42.0406 42.0394 41.4995 0.00244427 41.4971 27.8481 0.0101857 0.00711435 0.00307132 13.649 1.02641 12.6225 3.64034 3.10416 2.54438 1.03324 8.98221 1.55067 1.01902 27.8379 6.05955 1.52773 21.7784 21.2696 1.02913 20.2404 3.54717 1.04076 16.6933 5.07159
internal_count=4034 3681 3488 719 2769 2128 273 115 158 641 117 524 162 100 80 59 362 137 53 1855 140 72 1715 1658 447 1211 559 483 652 264
is_linear=0
shrinkage=0.1


Tree=587
num_leaves=31
num_cat=0
split_feature=17 17 19 22 2 20 3 14 9 9 23 20 18 22 2 6 6 20 17 10 15 12 18 7 22 9 9 8 9 19
split_gain=0.000101125 6.66139e-05 7.58075e-05 0.000234353 9.968e-05 0.000335012 0.00159909 0.000653625 0.000483693 0.00180638 0.0011498 0.000735459 0.000250455 0.00942383 0.00366493 0.00515491 0.00403364 0.00272922 0.00258613 0.000448286 0.00038849 0.0002976 0.000264396 0.000167383 0.000144075 0.000112731 0.00020034 0.000357978 0.000144415 8.61828e-05
threshold=162.13109061465002 212.98902586740002 14.651182102100002 -0.098419999999999994 173.34516805710004 33.151194885250007 76.172084209950015 171.16849715720005 177.77223095870002 179.18874144770004 0.11660000000000002 47.709122305950011 13.893471991850001 -0.083064999999999986 192.44078413960003 16.325381439950004 16.235379337050002 41.605323437500005 200.37850214585004 67.074341896550024 35.098844929350008 203.99417607120003 14.985777698900002 23.051546669900002 0.010890000000000002 200.95377551580003 206.36238950785003 8.6432548896500023 195.10791980860003 14.351157895250003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 -7 -2 10 -10 11 -8 23 -14 21 16 17 18 -16 -20 -21 -15 -19 -6 25 28 27 -27 -25 -11
right_child=1 -3 3 -5 12 6 8 -9 9 29 -12 -13 13 14 15 -17 -18 22 19 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.029250534585894123 -0.023719452898769797 -0.0011258964482894237 -0.00067234343068230747 0.0023441115009678612 -0.0019027280668709829 -0.10001798521958882 -0.066575687732868857 0.076772747183590062 -0.10007117503155537 -1.3699801337231004e-05 0.10004358889071988 0.042669884967003142 0.001078983183031438 -0.069164711516459643 -0.080115356095977766 -0.097631439467842404 0.10005393380893056 -0.093795397264134994 0.10000628938705754 0.071235727318352274 -0.00078077983483778354 -0.1000190503282469 -0.035728816364641196 -0.00050708085631846235 0.0010628481311187137 -0.003680136127140324 -1.8621545348562658e-05 6.0366413148272454e-05 0.00051837298710556365 0.00036816306202461306
leaf_weight=0.0011818937608286664 0.0010987117984990738 0.51823845614291641 0.50639341760142997 0.52415058103143397 0.52007473233298718 0.0015958376121137921 0.0011567440078675819 0.0015751271457079552 0.0018007667604277291 22.268117482259655 0.0016170784956557327 0.0013188329624078676 0.52240543937801565 0.0045362009900483677 0.0018677162201282682 0.0067853581988073222 0.0035803668870357805 0.0035859530672788242 0.00170051592431264 0.0015191172636568329 0.0014776925119122097 0.010056277367310074 0.0010036236898922635 2.5147630530956153 1.0181321782535171 0.51788280026893596 1.5044228096111103 0.50568793256206845 3.0257641186037887 8.0456750750862778
leaf_count=353 23 390 13 60 244 244 302 104 12 851 10 56 434 37 91 49 7 38 16 23 19 26 78 42 23 37 34 10 53 355
internal_value=2.18396e-08 8.44216e-07 1.49079e-05 0.000861872 -6.64931e-06 8.41955e-05 8.10743e-05 0.0354793 8.63429e-05 8.17021e-05 0.0344622 -0.00837646 -0.000277649 -0.00233626 -0.051741 -0.0255083 0.0077039 -0.0219383 0.0194197 0.0589961 0.0357252 -0.0904277 -0.0810977 -0.000157965 -5.81029e-05 -0.000199551 -0.000752916 -0.00183217 5.29347e-05 8.76516e-05
internal_weight=42.0392 42.038 41.5197 1.03054 40.4892 30.324 30.3213 0.00267384 30.3197 30.3156 0.00409266 0.00247558 10.1652 0.558518 0.0361128 0.0215203 0.014735 0.0111546 0.00656504 0.00469733 0.00299681 0.0145925 0.00458958 9.60673 9.08665 8.06852 2.52799 1.02357 5.54053 30.3138
internal_count=4034 3681 3291 73 3218 1957 1830 127 1586 1218 368 358 1261 818 384 321 272 265 149 58 42 63 116 443 199 176 81 47 95 1206
is_linear=0
shrinkage=0.1


Tree=588
num_leaves=31
num_cat=0
split_feature=17 15 21 19 15 13 8 9 21 8 15 22 2 16 7 7 22 23 23 21 23 2 21 21 23 23 23 21 21 21
split_gain=8.2657e-05 6.08236e-05 0.000407988 0.000143823 9.79963e-05 0.000316529 0.000735353 0.000315174 7.02406e-05 0.00031406 8.65608e-05 0.000256132 0.000571933 0.000143751 0.000719798 0.00245528 0.00082527 0.000421679 0.000580044 0.000119393 0.00011522 0.000114686 0.000365202 0.00325373 0.00438081 0.00166283 0.00406442 0.00201576 0.00254201 0.00352246
threshold=162.13109061465002 46.074827201850006 15.285239689500001 14.651182102100002 16.701947052500003 98.050756475600011 7.3442686056500008 211.71022357485 14.894616075700002 8.543332867800002 41.492094664050008 -0.06828999999999999 111.23922738415001 22.674946976100003 22.181995028450004 22.105125139000005 -0.10423499999999999 0.094725000000000018 0.076130000000000017 7.1067965614000004 0.083155000000000021 176.84505046235003 8.2292317348500017 8.119216894900001 0.093905000000000016 0.08481000000000001 0.087125000000000022 7.1067965614000004 6.2631776902500009 5.8563866808500009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 7 6 -6 -2 10 -10 13 19 -13 14 15 16 17 18 -7 20 -12 -16 23 24 25 -23 -27 28 29 -28
right_child=1 2 -4 -5 5 8 -8 -9 9 -11 11 12 -14 -15 21 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.026553313215516513 -0.052425010656655814 -0.0028719864430369543 0.00056093924691109855 0.0016649259338141972 0.016343677529237509 -0.01021475340493623 -0.10001227796904365 0.021034616472623668 -0.0026182364804740359 0.0003800645230118606 0.00018935235786513482 -0.00051756212832872108 0.0040702901297487827 -0.0016660376930009747 5.6375859566340199e-05 0.098796700221752257 -0.087937257276009179 -0.042757699991051126 0.086309320994747474 0.00051083141046536569 -0.0013791872818715147 0.043537457281919323 -0.00011756518863912413 -0.00070453020196023291 -0.079238825128896753 -0.10019786977787573 -0.026650972946598902 0.063161294612228483 -0.096267413389957229 0.10003341016669481
leaf_weight=0.0011722910309107651 0.001336179662239644 0.52706227799497085 1.0088278913437987 0.52718120677501801 0.0011611114267556779 0.0014556046599229211 0.0010205389632502726 0.0010375965181934621 0.53364845757990309 1.0115792263119123 1.0041520836888365 0.54385019628534681 0.54304227715175557 0.52782717473117102 28.836365191449065 0.0031447668842474741 0.0011682447104679194 0.0011118702715293693 0.0010878556721418686 2.516927885874793 0.87761272427940173 0.0050746167436644942 3.0235907052322246 0.49764995276927948 0.012539149669493099 0.0049437984299629525 0.00855102700997179 0.0041569563401253609 0.0030919330420147171 0.0029527043225243696
leaf_count=353 615 162 20 67 237 260 119 104 145 21 23 7 82 105 1052 9 119 20 38 33 40 62 134 2 45 24 118 10 5 3
internal_value=-1.64953e-07 5.75606e-07 -0.000617117 2.40021e-05 2.3593e-06 3.56601e-06 -0.0380857 -0.0203152 5.64524e-06 -0.000655407 3.22321e-05 0.000400018 0.00177466 -2.90262e-05 -2.36333e-06 0.0300493 -0.0147712 0.00861274 0.0310693 6.03525e-05 -0.000542179 -9.75437e-06 -0.000545032 -0.00294314 -0.029911 -0.00841262 -0.0195378 0.00172681 -0.0157702 0.00586557
internal_weight=42.0343 42.0332 1.53589 40.4973 39.9701 39.9677 0.00218165 0.00237378 39.9655 1.54523 38.4203 5.48559 1.08689 32.9347 32.4069 0.00796834 0.00482358 0.00365533 0.00254346 4.39869 1.88176 32.3989 3.56255 0.53896 0.0413102 0.028771 0.0236964 0.0187526 0.0145957 0.0115037
internal_count=4034 3681 182 3499 3432 2713 356 719 2357 166 2191 185 89 2006 1901 446 437 318 298 96 63 1455 403 269 267 222 160 136 126 121
is_linear=0
shrinkage=0.1


Tree=589
num_leaves=31
num_cat=0
split_feature=0 10 7 18 10 13 9 16 22 8 8 8 8 6 6 15 19 16 6 6 17 6 22 18 15 2 22 12 12 20
split_gain=8.47852e-05 0.0011985 0.000866229 0.000576194 0.00047518 6.40553e-05 6.12042e-05 0.000219517 0.000352724 0.00784038 0.000861697 0.0018363 0.0011929 0.000632141 0.000499591 0.000320829 0.000243897 0.000249578 0.000238449 0.000186368 0.00012985 0.000401383 0.000111466 0.000193917 0.000102949 0.000179458 0.000168459 9.37535e-05 0.000286633 0.00011161
threshold=83.503509531750026 58.167480110400007 21.725272673150005 11.862896247150001 59.632689791450012 120.87576600310001 204.68881850780005 18.344957101500004 -0.046635000000000003 8.7431769115000026 8.1436447804000007 8.0437227585500022 8.3434888241000014 13.755321390900002 10.855253631250003 31.385732506450001 14.551174033150001 22.644947046300004 13.245309474550002 11.755274660100001 197.78839148195001 16.100376182700003 -0.018034999999999999 15.343833331950004 46.435439118750004 41.467794892200004 -0.099639999999999992 82.696898122450008 69.826413229550027 39.664548207900005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 -1 20 8 9 10 11 14 -12 -14 -8 -9 -17 -18 -13 -16 24 22 -22 -24 25 -2 -26 28 -27 -29
right_child=6 4 -4 -5 -6 -7 7 15 -10 -11 12 18 13 -15 19 16 17 -19 -20 -21 21 -23 23 -25 26 27 -28 29 -30 -31
leaf_value=0.011946531784751808 0.026020846932241878 -0.10002626063903462 0.099964444116363529 -0.053652137153358197 -0.015483717538644132 0.045997801477686742 -0.0052986145188204043 0.0027781789728662694 -2.2607819515737517e-05 -7.3771181962503478e-05 -0.09186931415745607 -0.0053292760537565036 -0.012753680539229876 -0.067516728170565629 -0.10018318426749243 7.9568174878695368e-05 0.0032564542216960203 0.00013602184590215976 0.043606051622810435 -0.058275683731417886 0.0003052855790420955 -0.0030996148250423444 -0.00241757391045179 -0.00017079397422879058 0.00032928706496112089 0.0008087418913773983 -0.0022495079634693533 0.00057576381234369174 -0.00254528476274039 -5.0953726027615113e-06
leaf_weight=0.0011374753973290011 0.0026613363852437946 0.0015423459001944195 0.0010504865996381341 0.0013914115932842641 0.0011685075760751173 0.0010741170481196605 0.0010174415721765362 0.5449024864973343 2.0191790757003645 0.50103634961024568 0.0096014550680649791 0.0018578657018526457 0.0041872081465328392 0.0042445603734790893 0.0025980556931539667 7.5599568685518284 0.52157144705245595 0.50399639065290103 0.0021458490641208527 0.0017938865219644384 2.0274424174717001 0.54917890326000662 0.51575838223278281 1.5053610020196926 0.50135306547474556 0.50390842476065845 0.5120198146652537 3.9740100088096701 0.51540669895970126 19.737856832968262
leaf_count=189 13 66 7 127 247 12 135 113 201 12 81 23 31 41 22 269 29 14 21 45 388 121 43 120 7 7 72 395 34 1149
internal_value=-2.23004e-07 -0.0107291 0.0200613 -0.00323516 -0.0635844 0.0284844 1.65718e-06 0.000196195 -0.000624578 -0.00292453 -0.0549655 -0.0304407 -0.0677672 -0.0403215 -0.0684389 0.000425215 0.000275878 0.00172298 0.0208983 -0.0830661 -7.32096e-05 -0.00056273 -0.000218606 -0.000744137 1.42051e-05 5.46799e-05 -0.000973683 5.18857e-05 -0.000887189 9.22542e-05
internal_weight=42.0304 0.00736434 0.00465349 0.003603 0.00271085 0.00221159 42.023 11.6781 2.54766 0.528483 0.0274463 0.0094131 0.0180332 0.00843177 0.00540938 9.13043 8.58552 1.02557 0.00400371 0.00439194 30.345 4.59774 4.04856 2.02112 25.7472 24.7338 1.01337 24.7312 1.01932 23.7119
internal_count=4034 648 335 328 313 201 3386 1037 612 411 399 246 153 72 202 425 312 43 44 67 2349 672 551 163 1677 1598 79 1585 41 1544
is_linear=0
shrinkage=0.1


Tree=590
num_leaves=31
num_cat=0
split_feature=19 22 5 23 23 22 23 6 7 6 3 15 17 15 15 13 20 13 16 20 22 20 22 22 22 16 19 13 9 12
split_gain=7.8711e-05 0.000205177 6.7366e-05 0.000320744 0.000306722 0.0042743 0.00427985 0.00317321 0.0013289 0.00053103 0.0001302 0.000127621 0.000286835 0.000100417 0.000253466 0.000249967 0.000236392 0.000286388 0.000189906 0.000199755 0.000125378 0.00205001 0.00120653 0.00109928 0.00148402 0.00132001 0.00113526 0.000938033 0.000566663 0.000166167
threshold=14.651182102100002 -0.086139999999999994 23.730745871350006 0.11082500000000002 0.092260000000000023 -0.018034999999999999 0.07907500000000002 16.495385412050002 23.127267687200003 16.100376182700003 93.69276584615001 41.492094664050008 192.77618096940003 39.883592142850006 39.296024648600003 117.67112391160002 41.178189531300006 117.68725466035001 22.604947139800004 42.622319549950006 -0.16080999999999998 39.110279783550006 -0.14910499999999999 -0.54526999999999992 -0.58559499999999998 18.704956259700005 13.051052998800001 104.08096806215002 198.16621393750003 184.29002311975003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 11 4 5 6 7 9 -9 -4 -6 13 -13 14 15 20 17 -15 19 -18 21 28 -22 24 26 -25 27 -23 -1 -30
right_child=1 -3 3 -5 10 -7 -8 8 -10 -11 -12 12 -14 16 -16 -17 18 -19 -20 -21 22 23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.0049558631348033122 -0.00056824625254539574 0.0022514924099411976 -0.014276180868827568 -0.0027471521256207383 0.0012773378995001642 -0.00054358880772088021 -0.096233147252334228 -0.0071068447748899258 0.10002630489992155 -0.094808534155671503 -0.00018398344507412868 0.00020673570182655568 0.0027248403548952491 -0.0034707237072628748 0.0022075607973668829 0.0021648472887953298 -0.0024782739517001289 -0.00012153818684128378 0.00068399581739130304 0.00032694777419235905 -0.079825955064195722 -0.016288117573257443 -5.8483877731813408e-05 -0.018588919846472807 -0.1000139282421077 0.09779113071814817 -0.066964618014492494 0.084599976954892908 -0.10002423516374659 -0.048284129080014782
leaf_weight=0.0011091480104556692 0.50874433141021314 0.52369041086923462 0.0012262087613468253 0.51445301714631586 1.0218609628747102 0.50012229664748908 0.0095057440849124486 0.001982424111810932 0.0027835402658240582 0.0024644150456096803 1.5116488309097595 2.9266633624247329 0.53506342290245346 0.52067415737633316 0.51934579053340613 0.51429944496248836 0.51068143256156895 0.50096478199702688 1.5129758410418004 0.50472212335353106 0.0018963360827218825 0.0014087987798072086 29.366917791420555 0.0013409728826074543 0.0011470208038288909 0.0035669488411258499 0.0010486349001173068 0.0026648482553355279 0.0016258817261558534 0.0010040152445234263
leaf_count=103 22 55 39 38 31 172 122 278 7 40 54 56 87 36 26 44 27 5 34 17 262 69 1981 162 90 29 46 14 47 41
internal_value=-3.20374e-07 0.000862033 -2.20381e-05 -0.000437342 -4.79421e-05 -0.00226496 -0.0501929 0.00155918 0.0554638 -0.0680517 0.000405423 1.75297e-05 0.000595948 -4.14187e-05 1.73203e-05 -2.07254e-05 -0.000544708 -0.00182844 -2.59936e-05 -0.00108389 -5.89792e-05 0.00910683 -6.36344e-05 0.0305486 0.00280094 0.065993 0.025824 0.0497096 -0.0549897 -0.0802714
internal_weight=42.0276 1.03243 40.9952 3.56605 3.05159 0.518085 0.0179623 0.00845659 0.00476596 0.00369062 2.53351 37.4291 3.46173 33.9674 30.4174 29.898 3.55002 1.02164 2.52838 1.0154 29.3837 0.0149163 29.3688 0.0111772 0.0062693 0.00490792 0.00512228 0.00407365 0.00373904 0.0026299
internal_count=4034 77 3957 781 743 658 486 364 285 79 85 3176 143 3033 2914 2888 119 41 78 44 2844 601 2243 410 219 191 129 83 191 88
is_linear=0
shrinkage=0.1


Tree=591
num_leaves=31
num_cat=0
split_feature=8 19 23 9 15 23 16 5 15 13 16 5 21 3 4 12 6 15 6 3 17 21 2 2 8 10 22 8 22 22
split_gain=7.52868e-05 8.66212e-05 0.000213713 0.00028868 0.000645564 0.00026487 0.000173562 0.000169095 0.0011493 0.000168729 0.000167825 0.000237927 0.000111197 0.00012023 0.000106157 0.00442041 0.00266621 0.00187487 0.00149491 0.00125171 0.000100403 0.000309699 0.000116833 0.000259856 0.000209564 0.000147742 0.000147073 0.000178956 9.90772e-05 0.000222917
threshold=8.8430989333000021 14.351157895250003 0.13041500000000003 188.96048214565005 40.94720173475001 0.11379500000000002 22.594947163200004 20.603398083600002 41.29990759910001 117.45067034490002 22.644947046300004 24.218679034200004 13.996357022800002 93.394346993650018 292.37128869975004 309.23973140915007 15.51536251395 35.965617804200001 13.65531905435 77.981416531800008 197.20536406400001 7.7834773016000005 199.66651340635002 169.97615743665003 8.3434888241000014 61.993156030000002 -0.078649999999999984 8.7431769115000026 -0.096529999999999991 -0.059424999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 9 12 -8 -9 -5 -10 -12 13 14 28 16 17 18 19 -16 22 -22 23 25 -24 -11 -27 -28 -1 -30
right_child=-2 2 -4 5 -6 -7 7 8 10 20 11 -13 -14 -15 15 -17 -18 -19 -20 -21 21 -23 24 -25 -26 26 27 -29 29 -31
leaf_value=0.00042164514246584653 -0.0011743846658733253 0.0041610330351255142 0.0013372841652328179 -0.0016944698264057412 -0.0002568300203020504 -0.0023262501292335216 -2.6102384496524194e-05 -0.0053016162367163396 -0.00085886814591381189 -0.0011519544167398509 0.0023153959713685134 -0.00074916478464547877 0.0014941335338742845 -0.0015113446909249999 0.041497911623157385 -0.00014852262019544058 0.10007537255896751 -0.10002148542400902 0.078103992057931379 -0.081088887200509691 -0.00016316969109624816 0.0028329286400650237 0.00033417026394914635 0.0016432320402290793 -0.0017049990831698517 -0.00017708047999840792 0.0025265410717468591 -0.00013168728600685499 -0.00080420091849817501 9.6129249276380503e-05
leaf_weight=4.5555253212675568 0.53919624374622444 0.53522469811116369 1.5243776349179814 0.54631108340515488 0.86583496579083885 0.50709007632394865 3.0026366316742497 0.53315607079366634 1.5156288270072766 1.0624980134734716 0.51347912144802854 0.5000650918721723 0.51730629742399159 0.50689868580640407 0.0018711744607199238 0.50603272559749179 0.0069591201609000572 0.0011878192038352609 0.0038527950895534957 0.001501193783551083 1.0179186623764263 0.52189451962917122 1.0049159185626622 1.0235161661772556 1.0110057943669799 3.0080577974499305 0.51366281408082259 0.49955958873033524 3.5571439149688091 12.120259779739923
leaf_count=686 201 90 30 122 41 19 20 54 40 27 20 22 286 562 254 279 4 59 17 80 111 24 11 30 29 42 63 2 249 560
internal_value=-3.47675e-07 1.49116e-05 0.00022135 8.09653e-05 0.00143086 -9.55187e-05 -8.62323e-05 -0.000559346 -0.0010822 1.52801e-05 -0.000192731 0.000803395 4.55221e-05 1.0276e-05 4.74397e-05 0.00145628 0.0542845 0.0164069 0.0355478 -0.013071 0.000111943 0.000852309 -2.83988e-05 0.000189488 -0.000688494 -0.000103194 0.000173909 0.00121593 1.11337e-05 -0.000108152
internal_weight=42.0246 41.4854 13.6419 12.1175 1.40106 10.7164 27.8435 6.06497 3.06233 10.2093 2.52917 1.01354 21.7785 21.2612 20.7543 0.521405 0.0153721 0.00841298 0.00722516 0.00337237 9.66303 1.53981 8.12322 6.10729 2.01592 5.08378 4.02128 1.01322 20.2329 15.6774
internal_count=4034 3833 641 611 131 480 3192 156 136 461 82 42 3036 2750 2188 693 414 410 351 334 339 135 204 164 40 134 107 65 1495 809
is_linear=0
shrinkage=0.1


Tree=592
num_leaves=31
num_cat=0
split_feature=15 21 9 19 21 8 15 22 2 20 9 13 20 16 9 19 6 6 0 2 5 7 6 16 0 6 23 5 21 2
split_gain=7.93879e-05 0.000197332 0.000451782 0.000176705 9.05533e-05 0.00032431 7.57539e-05 0.000191261 0.000539523 0.000133493 0.000529297 0.000405355 0.000312962 0.000112666 0.000110146 0.000369481 0.000151016 0.000156779 0.000550509 0.00078067 0.000217243 0.000113418 0.000348843 9.75966e-05 0.000101431 0.000673879 0.000272308 0.000491235 0.000202131 0.000301291
threshold=45.560261772200008 13.996357022800002 193.67618212375001 14.651182102100002 14.894616075700002 8.543332867800002 41.492094664050008 -0.074349999999999986 111.23922738415001 33.151194885250007 210.33238511570002 95.862351557400004 34.19870408380001 22.674946976100003 188.96048214565005 14.351157895250003 16.455384477450004 16.265380038000004 86.565663342300013 174.09315058345001 20.769304081650002 23.165384528550003 16.565387047600002 22.624947093000003 93.399723909900004 14.745344522600002 0.11660000000000002 20.374719724350005 1.9176293050000004 171.97230602530001
decision_type=2 2 2 2 2 2 2 2 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 10 -1 -11 -13 14 15 -14 17 20 -19 -20 23 22 -18 24 26 28 27 -16 29 -26
right_child=1 -3 -4 -5 5 -7 7 8 -10 11 -12 12 13 -15 16 -17 21 18 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.013184560221081344 0.00053241576168801068 0.0001878010751607952 -0.0036497144988367871 0.0018521900350001981 -0.0027362158639082988 0.00031190921981211553 5.7360263626609441e-05 -0.00063370828389412931 0.0038283326602350357 -0.055368692895087751 0.07539122015379876 -0.028480972169754953 3.3610777161494167e-05 -0.0014561572030558001 -0.0039791828697068894 0.0030139227249209384 -0.003211372893734089 -3.0019337012639761e-05 0.0052804078782605623 -0.0001875934788762774 -0.0020314380561973462 -0.00027029725899130081 0.00046797831418879344 0.001394725718014969 -0.0030742497999834456 0.0035333458351288678 0.00025984989619856456 0.0003910415499803582 6.0722499019763641e-05 0.00034940440644614474
leaf_weight=0.0017117610085638493 0.50515378055232696 1.5073714369474229 0.52859984901725365 0.52777644970744475 0.53309555677893072 1.0110846858988933 3.3890180642356427 0.54536785733216564 0.53860851928142495 0.0013228112764583902 0.0011134785154709448 0.003860716232046423 2.0187256960985276 0.52840060193989913 0.52801736046969272 0.52393809303356409 0.52313589100595048 3.0208875642565536 0.53914982442711312 0.50629103228857275 0.52779672438600655 6.5225227451946921 0.50782648822936061 0.50705903509515238 0.52410926597098917 0.54655249580099585 1.5061284758849067 0.50149116913962644 13.092960440075826 0.50443997859719047
leaf_count=206 42 35 131 67 263 21 76 9 74 778 6 37 703 107 75 55 22 50 105 24 95 88 64 8 105 95 12 4 620 57
internal_value=-1.89182e-07 -0.000541965 -0.00160608 3.468e-05 1.00555e-05 -0.000740391 4.10315e-05 0.000427178 0.0015834 -1.14082e-05 0.0217248 -1.32728e-05 -1.10494e-05 -7.71151e-06 1.59099e-05 0.00064773 -3.78943e-05 9.29793e-05 0.000654465 0.00263234 -3.22053e-05 -0.000424354 -0.00139902 2.73737e-05 -1.29274e-05 8.80285e-05 -0.000596933 -0.00185037 -4.53175e-05 -0.00139516
internal_weight=42.0235 2.54113 1.03375 39.4824 38.9546 1.54418 37.4104 4.47299 1.08398 32.9374 0.00282524 32.9346 32.9333 32.9294 32.401 2.54266 29.8584 22.3049 4.06633 1.04544 18.2386 7.55349 1.03096 17.7108 17.2037 14.6681 2.53564 1.02951 14.1215 1.02855
internal_count=4034 208 173 3826 3759 284 3475 159 83 3316 212 3104 2326 2289 2182 758 1424 1250 179 129 1071 174 86 976 968 877 91 79 782 162
is_linear=0
shrinkage=0.1


Tree=593
num_leaves=31
num_cat=0
split_feature=5 23 17 18 18 13 7 6 18 7 7 22 20 22 15 10 17 7 6 21 8 20 16 13 23 21 14 22 6 20
split_gain=8.02056e-05 0.000374747 0.000158226 0.000126541 0.000163325 9.25712e-05 0.000714975 0.00200216 0.0014257 0.00135555 0.000963394 0.000574331 0.0027309 0.00153568 0.00171861 0.00112075 0.000884986 0.000814267 0.000407388 0.00037383 0.00054268 0.000222884 0.000290602 0.000650078 0.000183775 0.000168299 0.000118114 0.00212337 0.000211243 0.000129736
threshold=23.730745871350006 0.11082500000000002 199.03437346465003 13.3584252364 13.276755824150003 117.58509325145 22.381996090050006 15.885371159150003 12.885811969150001 22.407814303000006 22.061824394000002 -0.22403500000000001 39.792680591700012 -0.50001499999999999 32.866677124050007 75.634392583900009 191.46721301340003 24.385896469550001 17.575410646650003 10.109275982950003 8.4434108459500017 40.206947806850003 22.614947116400003 117.69263157665002 0.10301500000000002 15.039695091900002 143.06733454090002 -0.15076499999999998 15.365359009150003 32.724174661450007
decision_type=2 2 2 2 2 2 2 2 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 10 -8 -10 -1 12 16 14 15 -14 -11 -18 -9 21 -21 24 -23 -24 -7 26 -13 28 -28 -29
right_child=1 -3 -4 -5 -6 19 8 18 9 11 -12 25 13 -15 -16 -17 17 -19 -20 20 -22 22 23 -25 -26 -27 27 29 -30 -31
leaf_value=-0.025158689678811116 -0.00069876718631935284 -0.0029466662429006932 0.001553906842821405 -0.0017642111667097631 0.00094329958197569429 0.0016193546029130718 -0.069732862812967603 -0.10003892958108938 0.076248372784557789 0.022335491666942275 0.094416680775267617 -0.017603699221283797 0.068974070301978774 0.0904823598834371 -0.10008386436463548 -0.030091701907110927 -0.10005384541413923 -0.0050341022138679671 -0.040544886292657227 0.00014077607111199109 0.0031093180474923592 1.3381222604091489e-05 -0.0044941724017740249 0.00051227406379747659 -0.0001441289801674463 -0.0018236143786886539 -0.10010387180142395 -0.03428421154330024 -0.046713864583770491 6.4625048738870753e-06
leaf_weight=0.0012944486710163563 1.5149544295606561 0.51371382910525643 0.52033153627445194 0.51357406240893499 1.0092365025641425 1.017527622778287 0.0029340090602464333 0.0023875826656194477 0.0023301275071813113 0.0016534554642609603 0.0014052320500796966 0.0038135993818489968 0.003707052854366566 0.0047036356315638961 0.0010751120611018905 0.0016504134905808709 0.0024479242915731447 0.0014279383100113396 0.0022222062472678772 1.5171334134356587 1.0365925772475746 2.0056078525612979 0.53078648528753525 0.50719778804803894 1.4095505290752044 0.51842741939555992 0.0020789639056307809 0.0011033750523513621 0.0011515701517055277 29.370737966992838
leaf_count=226 585 39 61 105 23 34 7 21 12 75 39 10 31 37 5 110 18 91 20 27 27 39 40 30 21 174 215 83 17 1812
internal_value=-1.13482e-07 -0.000421885 -5.73606e-05 -0.000333351 -4.22266e-05 4.5139e-05 -3.57342e-05 -0.0313073 -2.80943e-05 -2.12581e-05 0.0370824 -2.71991e-05 0.0185316 0.0470556 0.0153011 0.038456 -0.0389165 -0.0650468 -0.0713591 0.000346751 0.00134575 -0.000119584 -0.000689575 -0.00204784 0.000595193 -3.75442e-05 -6.02677e-06 -3.74217e-06 -0.0810722 5.17435e-06
internal_weight=42.0228 4.07181 3.5581 3.03776 2.52419 37.9509 29.9266 0.00730947 29.9192 29.9163 0.00269968 29.914 0.0166655 0.0111362 0.00643258 0.00535747 0.00552932 0.00387586 0.00460979 8.0244 2.55373 5.47067 3.04359 1.03798 2.42708 29.8973 29.3789 29.3751 0.00323053 29.3718
internal_count=4034 813 774 713 608 3221 3003 306 2697 2690 265 2678 367 183 146 141 184 109 41 218 54 164 109 70 55 2311 2137 2127 232 1895
is_linear=0
shrinkage=0.1


Tree=594
num_leaves=31
num_cat=0
split_feature=8 8 14 16 16 0 14 17 5 22 9 0 0 0 0 0 9 9 9 9 0 3 20 14 17 17 7 6 20 5
split_gain=7.43101e-05 8.17803e-05 0.000212348 0.000396641 0.000850623 0.000142962 0.000105258 7.65453e-05 0.000394891 0.000188714 0.00483884 0.00266745 0.00542436 0.000602779 0.000446462 0.000398557 0.000598735 0.000241523 0.000132832 0.000129559 0.000250182 9.23784e-05 0.000319417 0.00846393 0.00808476 0.00520347 0.00217981 0.000773997 0.000474189 0.00014658
threshold=8.8430989333000021 8.7431769115000026 137.67556691715004 12.604970524100002 9.719977270450002 85.963448721100022 143.06733454090002 205.83789591070004 13.154029769200003 0.061925000000000015 221.38017838285003 91.066142252700018 90.111739616350022 93.399723909900004 102.89804648475001 100.27142289135001 209.03603029655002 206.54353961905005 216.0493559571 209.38433325880001 88.872360418250011 93.281431752200021 41.770271989050009 202.41254547485002 188.64489188380003 188.19076296340003 22.575645983950004 16.445384243750002 41.806790701050012 20.374719724350005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3 -5 8 -8 10 11 12 19 -13 15 16 17 -15 -18 20 -9 -10 29 -24 25 26 27 -25 -26 -23
right_child=-2 5 3 6 -6 -7 7 9 21 -11 -12 13 -14 14 -16 -17 18 -19 -20 -21 -22 22 23 24 28 -27 -28 -29 -30 -31
leaf_value=0.029254099653453932 -0.0011671449959717651 -0.00036054359043663064 0.022564253743113792 -0.026429944256643002 -0.10000589796696675 0.0011753849299466651 0.046834689323567949 -0.024937604934111603 0.00010160830575760179 -4.6734036583287726e-05 -0.00012241853803686236 -0.10009208523647198 0.10001673600092316 -0.049492287599417449 0.0018410782389394317 -0.10003932711624336 -0.10003560974825187 0.002126560442296358 -0.06053858212356808 -0.080082182638110955 -0.075801081096851047 0.0015308591919229041 0.00041374453591346005 0.086046799409168609 -0.059999448153969404 0.087048344600624605 -0.10005821167522054 -0.025552292281915363 -0.10022780361090036 -0.00021988123114786518
leaf_weight=0.002477598252503265 0.53861005078518687 1.004807264181742 0.0010779371093443324 0.0015090668675544752 0.0011926472762179355 1.5268753870518592 0.0018012617305193093 0.0020325461572650583 27.866166749428626 1.5093937968661806 0.50311870642516254 0.0048518269541091294 0.0032921902120506275 0.0018623277397367133 0.0011312972290296605 0.0023792296464986151 0.0019232343288848597 0.0017660122186953231 0.0015279496675475457 0.0020781470520887524 0.0018447065449436195 0.50870928049334807 0.51943240165976545 0.0010704019510203722 0.0035968027077615252 0.005206070697568066 0.00352978008594107 0.0014817732815730622 0.015808600483401047 7.9798334718547208
leaf_count=22 201 25 495 5 433 40 311 38 1137 59 82 15 20 40 63 52 26 12 16 10 9 29 170 29 2 8 30 148 115 392
internal_value=-1.05716e-07 1.50474e-05 -2.07495e-05 -2.26118e-05 -0.041817 0.000565786 -2.01751e-05 -1.91517e-05 1.37868e-05 -0.000615878 -0.00224348 -0.0454662 -0.0029917 -0.0709027 -0.0575296 -0.0646305 -0.0527305 -0.024368 -0.082549 -0.0599355 -0.0491373 1.15016e-05 -0.000266297 -0.00260144 -0.0536281 0.0136639 -0.0491522 0.0212532 -0.0927715 -0.000114961
internal_weight=42.0204 41.4818 38.9501 38.9476 0.00227058 2.53168 38.9453 38.9438 36.9066 2.0372 0.527808 0.0246895 0.00924759 0.0154419 0.0105901 0.00945875 0.00707952 0.00362834 0.00345118 0.0059554 0.00387725 36.9048 9.03867 0.550126 0.0306934 0.011288 0.00608196 0.00255218 0.0194054 8.48854
internal_count=4034 3833 3768 3746 928 65 2818 2813 2371 442 383 301 77 224 209 146 94 52 42 57 47 2060 923 502 332 215 207 177 117 421
is_linear=0
shrinkage=0.1


Tree=595
num_leaves=31
num_cat=0
split_feature=23 23 8 20 20 20 17 19 18 21 20 21 22 9 5 21 23 21 16 16 18 15 6 18 7 6 6 20 2 23
split_gain=7.31489e-05 0.000210392 6.265e-05 0.000137592 0.000251209 0.000176483 0.000349366 7.90706e-05 0.00085079 0.00299811 0.00209695 0.000546473 0.000173379 0.00054567 0.000319885 0.000229576 0.000181713 0.000145941 0.000142574 0.000178128 0.000367164 0.000651918 0.000165719 0.000152188 0.0017899 0.00107127 0.000130519 0.00023609 0.000113633 0.000104739
threshold=-0.55648999999999993 -0.27628999999999998 8.8430989333000021 32.724174661450007 33.151194885250007 33.96174662340001 197.71582798205003 14.351157895250003 12.885811969150001 5.3866163921000005 43.572676689450006 1.9176293050000004 -0.063749999999999987 193.67618212375001 20.603398083600002 15.109659503850002 0.094175000000000023 14.30537942105 22.594947163200004 22.634947069650003 13.043896815850003 36.207782793200003 16.465384711100004 13.036600629150001 22.649177329550003 15.760368238450001 16.395383075500003 41.919251152600005 41.467794892200004 0.12746000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 8 9 11 -11 -7 15 -14 -15 26 -16 -18 23 20 -20 -22 -21 -10 25 -25 27 -9 -26 -30
right_child=1 2 -4 4 5 7 -8 12 18 10 -12 -13 13 14 16 -17 17 -19 19 22 21 -23 -24 24 28 -27 -28 -29 29 -31
leaf_value=0.024635275823776635 -0.042587591676587523 -0.032520030848266872 -0.0010712168616498032 0.045872522433011903 -0.067487397452285533 0.0017097412701000268 0.013894003359815508 -0.0026791936766602836 0.0017551723378998374 -0.10019398787727907 0.041697587333757662 0.096210889721578277 0.0037459166326181802 0.0025538354930725901 -0.00182408672483497 0.0020547232672693239 0.0010763806825700307 -0.00060513266369836567 9.7289256975135964e-05 0.00070911545444589993 -7.9337993292988855e-06 -0.0050496801251600967 -0.00061446326955342579 0.016933222734026952 0.028829564453499618 -0.099492545197304813 1.5363370332274092e-05 0.00033837081375761793 5.2182647289403686e-05 -0.001400455510744413
leaf_weight=0.0012052212842225121 0.0011600418740574927 0.0012998805040130837 0.53887656034453257 0.0011945439387223136 0.0011116202952380907 0.0010042796440016266 0.0010039013621624959 0.51959014556268523 0.50978763669852156 0.004796438413836146 0.0013304398141196216 0.0015662625155012933 0.53708236039215096 0.52156017006200306 0.5238647443678669 0.51423522016416789 1.0645663684263129 1.0019407997897358 1.0012136780308369 1.5171984607359261 0.49997346103191354 0.52658245622447275 2.5124386771883644 0.0010923828493599594 0.001368930097668363 0.0028580948284648994 8.4358245510222485 0.517521299932163 20.742602875246487 0.50852425836483206
leaf_count=66 132 150 198 14 25 85 19 48 33 57 80 97 75 25 49 35 31 10 7 43 2 40 47 185 2 68 281 81 1997 52
internal_value=-3.82576e-07 -1.08929e-06 8.6612e-08 1.40065e-05 1.50262e-05 1.37053e-05 -0.0288686 1.51787e-05 -8.14753e-05 -0.0313529 -0.0693825 0.0592904 0.000212456 0.000802365 0.000294343 -3.07943e-06 -0.000160596 0.000261103 -7.17001e-05 -0.000500803 -0.00126525 -0.00259415 -0.000116123 4.77165e-05 6.767e-06 -0.0672986 -0.000114787 -0.00117342 1.92779e-05 1.74221e-05
internal_weight=42.0144 42.0132 42.012 41.4731 41.4718 41.4706 0.00211552 41.4685 27.8323 0.00869742 0.00612688 0.00257054 13.6362 3.64901 3.11193 9.98717 2.59037 2.06651 27.8236 6.05741 2.02777 1.02656 4.02964 21.7662 21.2564 0.00395048 9.47294 1.03711 21.2525 21.2511
internal_count=4034 3968 3836 3638 3488 3474 44 3430 2795 319 137 182 635 190 115 445 90 41 2476 139 49 42 90 2337 2304 253 410 129 2051 2049
is_linear=0
shrinkage=0.1


Tree=596
num_leaves=31
num_cat=0
split_feature=15 21 19 13 22 20 22 13 19 13 5 9 20 15 17 8 20 10 17 18 21 22 15 23 10 16 18 9 22 9
split_gain=7.30111e-05 0.000349912 0.000150195 7.39516e-05 0.000398124 0.00172295 0.00121019 0.00169173 0.00131446 0.000763258 0.000592758 0.000564489 0.000477019 0.000324949 0.000191643 0.00052264 0.000164631 0.000138282 0.000531403 0.000396276 0.000152254 0.000192768 0.000134081 0.000194639 0.000125203 0.000122734 0.00077947 0.000275342 0.000383203 0.000118343
threshold=46.074827201850006 15.285239689500001 14.651182102100002 117.64961624655002 -0.16276499999999997 39.110279783550006 -0.50001499999999999 114.13311301190002 13.851117550450002 104.08096806215002 14.121416629950001 198.16621393750003 41.066313126200008 26.583493790300004 188.19076296340003 8.543332867800002 37.828051409500013 61.987779113750001 186.57794620975002 12.722397935550001 14.894616075700002 -0.08262499999999999 43.030193406950012 0.12746000000000005 62.030794443850006 22.654947022900004 12.920478434700001 193.42660545270004 -0.079634999999999997 188.96048214565005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 11 7 9 13 10 -7 -1 -11 -8 22 -16 -13 18 -6 -19 25 -22 23 -5 -10 26 -21 -27 -29 -28
right_child=1 -3 -4 14 17 6 8 -9 24 12 -12 16 -14 -15 15 -17 -18 19 -20 20 21 -23 -24 -25 -26 27 29 28 -30 -31
leaf_value=0.0092425914583748204 -0.0027690891542957309 0.00041335159504669172 0.0017028600194501223 -0.002339469161542478 0.0001045694540793295 0.028888274798386782 0.029025967588858056 -0.10005734196751047 0.066651949355323162 0.081294557378431442 -0.07565300826698243 -0.046304700043023103 0.0017208990276788264 -0.040311327486561153 0.0037924183030749927 0.00014287464754853061 -0.10002201667638332 0.049043078271901651 -0.0035883603677187483 0.040342725390131007 0.00017951331263481779 -0.0025627001064372577 0.00062148307374026155 0.00037177997204651227 0.10001328675139776 -0.00015860165348812404 0.00082848820402470994 4.5970674774986825e-07 0.003868164706453488 -7.408520607597316e-05
leaf_weight=0.0011299745274132847 0.52572773977606502 1.0077637462496936 0.52673733079906426 0.55931844415986309 1.5060623696503843 0.0011090085177946621 0.0018129788456580928 0.0013752760562510957 0.0017444326558022638 0.002190941964954618 0.0010615412409812897 0.001001603328549816 0.0011481337319665386 0.0010776615398242484 0.5291708723179912 1.51815680087045 0.0013256727085071418 0.0016473803026063596 0.52565736446131861 0.0047832310685568249 0.50815501281983688 0.51732747842958915 0.86423772327543691 0.50281952792283846 0.00316771150482964 1.5039008320436544 1.529765550821202 0.50387364022390102 0.52107972420162674 28.838218714516934
leaf_count=152 162 20 67 148 176 107 223 22 21 15 36 54 74 37 45 42 32 34 40 26 126 78 14 10 29 15 696 13 41 1479
internal_value=-3.888e-07 -0.000677686 2.52697e-05 3.15205e-06 -4.20625e-05 0.0147668 0.029717 -0.000841033 0.0566804 0.0239247 -0.0222393 -0.0487473 0.0539333 0.00317629 0.000412533 0.00108617 -0.0769034 -4.95348e-05 -0.000850885 -1.54834e-06 -3.92978e-06 -0.00120386 -0.000303399 -0.00105596 0.0881658 3.34697e-05 -2.22609e-05 0.000702821 0.00196678 -2.86187e-05
internal_weight=42.0125 1.53349 40.4791 39.9523 35.9786 0.0181449 0.0146877 0.0068849 0.00780278 0.00550963 0.00217055 0.00345725 0.00333908 0.00289064 3.9737 2.04733 0.00232728 35.9605 2.03172 33.9288 33.9271 1.02548 1.92638 1.06214 0.00491214 32.9016 30.3728 2.52885 1.02495 30.368
internal_count=4034 182 3852 3785 3526 802 564 254 310 232 143 238 89 260 259 87 86 2724 216 2508 2474 204 172 158 50 2270 2201 69 54 2175
is_linear=0
shrinkage=0.1


Tree=597
num_leaves=31
num_cat=0
split_feature=9 16 21 15 2 19 21 17 6 14 5 16 6 3 8 20 3 20 23 23 13 23 21 4 14 12 21 2 16 8
split_gain=7.49025e-05 0.00021603 0.000299923 0.000247261 0.00019269 0.000183619 0.000259575 0.000121207 0.000375312 0.000206822 0.000123366 0.000146644 0.000119767 0.000458627 9.76795e-05 9.8255e-05 0.000188672 8.5449e-05 7.32338e-05 0.000312032 0.000538073 0.00022191 0.000149988 0.00115835 0.000122283 0.000294584 0.000135365 0.000266845 0.000257598 0.000207009
threshold=204.68881850780005 18.344957101500004 5.7087410616000005 31.385732506450001 41.467794892200004 14.551174033150001 5.2345280387500006 197.78839148195001 16.100376182700003 137.67556691715004 24.453399453300005 22.534947303500005 15.255356438950001 83.326071295150015 8.7431769115000026 42.660927378600007 93.819123378250012 40.280372415600006 0.09013000000000003 0.088145000000000015 104.59984048135001 0.086555000000000021 5.3866163921000005 191.03149642590003 208.72921541230002 99.140885195450011 9.3662909385000024 192.44078413960003 22.614947116400003 8.543332867800002
decision_type=2 2 2 2 2 2 2 2 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 17 -3 -1 14 -7 9 12 -6 18 -12 13 -9 -5 16 -16 -2 19 21 -21 -11 23 -20 25 -24 27 28 -26 -28
right_child=1 3 -4 5 7 6 -8 8 -10 10 11 -13 -14 -15 15 -17 -18 -19 22 20 -22 -23 24 -25 26 -27 29 -29 -30 -31
leaf_value=0.025349677516876848 -0.0011646522688080955 0.0025108099915141778 -0.0027446357430067599 -3.9603132108303931e-05 -0.040830156328081166 -3.4095802415970079e-05 0.0031475256166706381 4.572303219344553e-05 -0.0030145452786386928 -4.6118585142591764e-05 0.00013472700652586496 -0.0022688893594020086 0.0012080145533693752 -0.0031428672043335611 0.0027651922665754688 -0.00028610289157354865 4.3431259094924299e-05 0.00032821113563616177 3.4939732966183643e-05 -0.00010454919577872848 -0.0040494189090056329 0.002056625033507121 -5.3948775121996447e-05 0.0049761717012703601 -0.00043961760305162475 0.002665963078370092 -0.00025860006367121738 0.00025312883024257617 -0.0036212187306176643 0.0013383632288949216
leaf_weight=0.0029787006037541577 0.5136750464943759 0.54332677426461273 0.51903604048776575 6.040730373396598 0.001240616680557304 0.50969059506333525 0.5160638870533667 3.0078214903138782 0.54807099836063589 9.5843546375906943 0.50246535558983507 0.5129404822083159 0.50905479699213163 0.53067574088119807 0.5158568307306266 0.5035379935262404 0.50305373384143337 1.511948890014801 3.4195654064269752 0.99958930947689129 0.52860858747155071 0.52961838459051946 1.5087716243818907 0.55085280168102135 0.50420173457905038 0.54097388668287028 4.0199197979705223 1.0024014639063361 0.51380085271620146 1.0170755534636553
leaf_count=25 185 130 216 203 14 49 19 391 124 1028 473 77 27 134 31 22 39 214 53 49 44 77 33 154 26 71 87 10 15 14
internal_value=-2.97886e-07 0.000214916 -0.000599915 0.000441964 -8.31406e-05 0.000311091 0.0015666 -8.56382e-05 -0.000558696 -1.16648e-06 8.01763e-07 -0.00107948 -0.000226154 -0.000432476 0.000140813 0.000856665 0.00142141 -5.03619e-05 4.51762e-05 -0.000137247 -0.00146909 6.39916e-05 0.000207577 0.000720482 -1.60335e-05 0.000663897 -0.000213512 -0.000905019 -0.00204542 6.38605e-05
internal_weight=42.0119 11.6769 2.54466 9.13226 30.335 8.58893 1.02575 30.332 4.59562 25.7364 25.7351 1.01541 4.04755 3.5385 7.56318 1.52245 1.01891 2.02562 24.7197 11.6422 1.5282 10.114 13.0776 3.97042 9.10714 2.04975 7.0574 2.0204 1.018 5.037
internal_count=4034 1108 615 493 2926 363 68 2901 676 2225 2211 550 552 525 295 92 70 399 1661 1198 93 1105 463 207 256 104 152 51 41 101
is_linear=0
shrinkage=0.1


Tree=598
num_leaves=31
num_cat=0
split_feature=8 8 14 2 3 19 22 2 15 6 13 18 16 13 2 9 23 18 19 22 15 20 6 17 17 17 20 9 17 9
split_gain=8.10448e-05 0.000135338 0.000112547 0.000105546 0.000429646 9.63343e-05 0.00033794 0.000289066 0.000284789 0.000202921 0.000157468 0.000737389 0.0017326 0.000428526 0.000340605 0.00015442 0.000475397 0.000135128 0.000254207 0.00199007 0.000245146 0.000177811 0.000157385 0.000225584 0.000105017 0.00012243 0.000105696 0.000103781 8.82454e-05 0.000261663
threshold=8.8430989333000021 8.7431769115000026 137.67556691715004 74.580378076100018 93.765354215650021 14.451165964200003 -0.026144999999999998 224.95410153095003 42.493282152450007 16.445384243750002 117.60660091645001 12.885811969150001 22.604947139800004 117.62810858150002 126.15794700430001 196.26893085885004 -0.11789499999999999 13.552878921100001 14.351157895250003 -0.086719999999999992 39.883592142850006 42.047301293400004 16.475384944750001 190.25644477395002 191.58460912770002 187.51563899930002 40.280372415600006 185.44496129890004 196.31479727660005 210.65484416470002
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 7 8 9 27 11 12 14 -12 -4 16 -11 18 21 -20 28 22 23 -13 25 26 -15 -7 29 -19
right_child=-2 3 5 4 -6 6 -8 -9 -10 15 13 17 -14 24 -16 -17 -18 20 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.02141946116920514 -0.0012193967021414146 -7.3021986682522447e-05 0.063529839902259383 0.0035723216865941251 3.9309687704877114e-05 -7.7205430318313375e-05 0.0026250439280167911 0.0023286552206478908 -0.002382393342221182 -0.00068785055798627919 -0.0033694605174053784 0.0026212042053821664 -0.10014203691254685 -1.0327688055294283e-06 -0.010838540169064293 1.2300659237744764e-05 0.0035998811915961327 -0.00017830851064882294 -0.0001285700740078925 0.0065629201668292465 -0.0022725428877110646 -0.0018674741212609189 -0.00031842122619349551 5.259933212014355e-05 -0.0016027907884036475 0.0013569369749485199 -0.001623273415903191 -0.0020949013539834633 0.00012224112142069377 -0.0024884025222393115
leaf_weight=0.0024459825090009648 0.53825681073277465 1.0040288941108877 0.0010063197560223882 0.52284869577488269 1.0074331566416814 0.50019758464986785 0.58506808994538317 0.51700398931284031 0.51450888358214886 0.50301521936489701 0.51877254724811805 0.51928519670839079 0.0023795687811798416 1.8608182616635542 0.0015871642153116872 2.0045593023241963 0.53213813353431816 10.093471301487027 2.5056315361493948 0.54028667205596992 0.52724564227828352 0.51079604394760636 3.0079465625866604 1.0009935875204972 0.51238000769686864 0.50976476200388265 0.5121802501491296 0.51986259547993541 10.120091666901052 0.51535980543615068
leaf_count=22 201 9 176 32 24 7 71 50 58 7 19 65 7 59 198 29 52 1120 45 96 107 93 93 15 25 17 62 60 1094 121
internal_value=-2.17401e-07 1.56057e-05 -3.048e-05 0.000723696 0.00124643 -3.18275e-05 0.000348922 8.736e-05 -0.00016596 0.000114936 -9.68085e-05 -1.73453e-05 -0.0385208 -0.000692614 0.0180178 0.000524488 0.00151633 -1.08193e-05 0.000337148 0.00105837 -0.000143171 -9.88065e-05 0.000100704 0.000929964 -0.000283596 -4.91236e-05 -0.000351172 -0.0011055 -8.90101e-05 -0.000290529
internal_weight=42.0114 41.4731 38.9388 2.53431 1.53028 38.9364 5.67635 5.09129 4.57428 4.05977 33.26 29.3461 0.00497305 3.91392 0.00259348 3.03971 1.03515 29.3411 8.08494 3.04592 21.2562 5.03902 4.52823 1.52028 3.39514 2.88276 2.373 1.02006 20.7289 10.6088
internal_count=4034 3833 3768 65 56 3746 334 263 213 155 3412 3230 381 182 374 88 59 2849 407 141 2442 266 173 80 163 138 121 67 2335 1241
is_linear=0
shrinkage=0.1


Tree=599
num_leaves=31
num_cat=0
split_feature=8 8 5 14 14 19 22 2 15 6 10 20 10 9 23 18 19 22 15 20 22 6 17 21 9 23 7 22 6 6
split_gain=6.55977e-05 0.000109695 0.000110327 9.1608e-05 8.5725e-05 8.29793e-05 0.000271369 0.000231552 0.000233614 0.000155789 0.000155048 0.000439528 0.000783801 0.000128776 0.000393699 0.000124161 0.00030235 0.00176175 0.000196167 0.000129012 0.000107369 9.05362e-05 0.000123393 8.48744e-05 0.000349371 0.00014202 9.44348e-05 0.000199178 0.000162514 0.000616985
threshold=8.8430989333000021 8.7431769115000026 21.991679690250006 137.67556691715004 143.06733454090002 14.451165964200003 -0.026144999999999998 224.95410153095003 42.493282152450007 16.445384243750002 61.993156030000002 40.633548727200008 61.923256118600001 196.26893085885004 -0.11789499999999999 13.552878921100001 14.351157895250003 -0.08854999999999999 39.883592142850006 42.006870117350005 -0.044409999999999998 16.445384243750002 190.25644477395002 8.9626214023500008 201.32298960505003 0.090735000000000024 23.974509389900003 -0.053159999999999992 14.745344522600002 16.455384477450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 10 7 8 9 20 11 -6 -13 14 -11 16 19 -18 23 21 -7 22 -12 26 25 -25 27 -17 -28 -30
right_child=-2 2 -4 4 5 6 -8 -9 -10 13 15 12 -14 -15 -16 18 17 -19 -20 -21 -22 -23 -24 24 -26 -27 28 -29 29 -31
leaf_value=0.019367167027953547 -0.0010966059077579466 0.0014535937855024716 0.0001085634148448122 -0.023978943907112121 -8.5187913359265874e-05 -0.0019568178346392366 0.0023677250520134324 0.002099235637479979 -0.0021407808087278695 -0.00061876242994571848 0.0019504833968975986 0.00037770534503706206 -0.0051065054262604348 1.106878201438543e-05 0.0032853354754862566 -0.00014262720136059071 -0.00013195137810477397 0.0063058471888044676 -0.0020309957810128246 -0.001609506261617691 9.5173447603526338e-05 -0.00025227047509329058 4.734050287621699e-05 0.0014166147161246026 -0.0029215689611276994 -0.00051176680477873246 -3.048842624828541e-05 -0.0022839743492647988 0.0038133757457397988 -0.00011771835370218579
leaf_weight=0.0024352630693930113 0.53865588254446706 1.0229379533348031 1.5101378718941516 0.0014944037793601641 3.3754665894330933 0.51945660661112925 0.5838552224908885 0.5161985664466896 0.51527690926065606 0.50324322796950549 0.5164630539447338 0.50834168985005301 0.53473380075788457 2.0045427841787387 0.53068026930122925 2.5256686660151484 2.0060137230826744 0.53937368595035184 0.52791412911273994 0.51196658554789731 0.50085004765423924 3.009453027493457 1.0009583871105858 0.5115792885698881 0.5237345426040364 1.5067812703958994 13.092816116367205 0.52459989641920701 0.54397343791956254 1.500702862210346
leaf_count=22 201 31 34 5 184 61 71 50 58 7 75 274 95 29 51 133 42 97 105 149 5 42 15 374 200 95 1287 108 115 19
internal_value=-1.6227e-07 1.40789e-05 0.00065173 -2.74023e-05 -2.86153e-05 -2.7696e-05 0.000325758 9.15428e-05 -0.000135033 0.000119605 -8.79938e-05 -0.000639615 -0.00243378 0.000478617 0.00138509 -3.48635e-06 0.000343877 0.00123223 -0.000127417 -0.000104879 -0.000949532 6.52862e-05 0.000695086 -7.89394e-05 -0.000620172 -2.29939e-05 -3.29157e-06 -0.000510906 9.8995e-05 0.000928125
internal_weight=42.0103 41.4716 2.53308 38.9386 38.9361 38.9346 5.6741 5.09025 4.57405 4.05877 33.2605 4.41854 1.04308 3.03847 1.03392 28.842 7.58423 2.54539 21.2578 5.03884 1.02031 4.52687 1.51742 20.7299 2.5421 2.01836 18.1878 3.05027 15.1375 2.04468
internal_count=4034 3833 65 3768 3746 3741 332 261 211 153 3409 553 369 87 58 2856 420 139 2436 281 66 132 90 2331 669 469 1662 241 1421 134
is_linear=0
shrinkage=0.1


Tree=600
num_leaves=31
num_cat=0
split_feature=23 15 10 6 10 10 16 18 19 21 22 15 15 21 22 6 9 13 2 21 12 6 16 20 20 6 22 22 9 9
split_gain=8.29939e-05 0.000246936 0.00094442 0.00650042 0.00297061 0.00131875 0.0002572 0.0001936 0.000192727 0.000134641 0.000913042 0.00158419 0.000937654 0.0002336 0.000180985 0.000177727 0.000123045 0.000161248 0.000155659 0.000164197 0.000119918 0.000140071 0.000303825 0.000208115 0.000251772 0.000199401 0.000129874 0.000302093 0.000135327 0.000126904
threshold=0.091935000000000031 46.074827201850006 61.93400995115001 16.455384477450004 61.622148808000013 58.167480110400007 22.684946952700002 15.398663672050001 14.351157895250003 15.039695091900002 -0.45120499999999997 33.005488016050009 23.378903124350003 14.412800938450001 -0.11347 16.565387047600002 204.68881850780005 117.59584708395001 183.39255704500002 6.6209860876500004 285.40265749175006 16.455384477450004 22.644947046300004 41.481306584950012 41.50623664750001 16.435384010100005 -0.10051499999999999 -0.076484999999999984 209.38433325880001 188.96048214565005
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -1 20 -5 10 11 12 -4 15 -11 16 17 -12 19 -18 21 22 25 29 -25 26 28 -28 -2 -23
right_child=7 -3 9 4 -6 -7 -8 -9 -10 14 13 -13 -14 -15 -16 -17 18 -19 -20 -21 -22 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.066151523473248139 0.0023091997675859541 -0.0023009654938436434 0.047666137770845836 -0.016798031020230007 0.053751376180666083 -0.10004255381346967 -0.10041344109978456 -0.0017521692617382496 0.037990124478925968 0.00016805644396660806 -0.00020371088197690998 0.098851200817338239 -0.0878601564549924 0.0020984543191852711 -0.0025042186709719849 0.0017674232051331021 0.00028655799487511572 -0.0020064795168048526 0.0019163578203633402 -0.0015878670653740453 0.001716220888503757 0.00090137869045681443 0.0027450186830553776 0.00013772062685722515 -0.0029805396985567306 0.0016056475607749887 -0.0023286325681500094 0.00015442732351920099 1.2385136011591766e-05 -0.00018008961545760383
leaf_weight=0.0036981162428780801 0.52216074303676119 0.51058825387643736 0.0010195465309833498 0.0016427965773335726 0.0096076796796182862 0.0021750575956822615 0.0053763524047099054 0.516603589560101 0.0010539758388290466 0.50128052128399569 14.125227196288453 0.0024700316625967389 0.0010224561356073636 0.51144268264079684 0.51261540725858445 0.51681896795752891 5.042037457405848 0.51421378340722945 0.52364073040337977 0.51507769860041186 0.51430404938138252 1.3788464043079418 0.5278892992233758 0.50046120584011056 0.53651281264437856 1.0167940515711968 0.52643926758122805 7.0718805873151043 0.50425888316112832 5.092323322299535
leaf_count=45 108 114 199 278 36 65 3 330 17 101 1241 6 39 36 69 139 212 28 237 88 40 43 41 2 90 14 88 185 23 117
internal_value=-8.79122e-08 -0.000126033 -7.73066e-05 -0.0200909 0.0214975 -0.0421101 -0.0864507 0.000156774 0.00461475 -5.6601e-05 -4.09923e-06 0.0449753 -0.0201936 -1.34309e-05 -0.00118302 -6.42906e-05 -0.000109979 -0.000267034 0.000268132 0.000112821 0.000210983 0.00016719 0.00040906 -0.000160411 -0.00147561 0.000281163 0.000125016 -1.76081e-05 0.00118082 5.03446e-05
internal_weight=42.0095 23.301 22.7904 0.023554 0.0144795 0.00487183 0.00907447 18.7085 0.00269677 22.7669 21.753 0.00451203 0.002042 21.7485 1.0139 21.237 20.7202 14.6394 6.08076 5.55712 18.1919 17.6776 10.1694 7.50814 1.03697 9.64153 8.62474 7.59832 1.02642 6.47117
internal_count=4034 2953 2839 444 396 360 48 1081 295 2395 2225 244 238 1981 170 1945 1806 1269 537 300 751 711 459 252 92 418 404 273 131 160
is_linear=0
shrinkage=0.1


Tree=601
num_leaves=31
num_cat=0
split_feature=23 23 23 20 15 18 17 5 16 14 22 23 23 22 20 23 23 15 8 14 22 6 20 7 9 9 15 21 20 0
split_gain=7.37455e-05 0.000177294 6.69657e-05 0.000713389 0.000205141 0.000156667 0.000135644 0.000588658 0.000156494 0.000181922 0.000133366 0.00026931 0.000851522 0.00020056 0.000188137 0.000161024 0.000108735 0.000387025 0.000840933 0.000212385 0.000241604 0.000580734 0.000185823 0.000258192 0.000257211 0.000862933 0.000234311 0.000161211 0.000256314 0.000102502
threshold=-0.55648999999999993 -0.27628999999999998 0.091935000000000031 34.19870408380001 46.074827201850006 15.398663672050001 193.46017548480003 22.127107789600004 15.584963555600002 178.66997565985002 -0.092479999999999993 0.08481000000000001 0.089835000000000012 -0.077085000000000001 41.481306584950012 0.079805000000000029 0.10249000000000003 38.884669609800007 8.3434888241000014 186.46805587060001 -0.018034999999999999 16.445384243750002 40.984321400500008 23.150522195450005 207.46043187945003 185.44496129890004 45.560261772200008 8.5501791199000028 39.685256516350002 86.643628628100018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 16 10 8 -8 -10 14 13 -13 -12 -5 -16 17 27 -19 -18 22 -22 24 26 25 -21 -24 -4 -29 -11
right_child=1 2 5 4 -6 -7 7 -9 9 29 11 12 -14 -15 15 -17 19 18 -20 20 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.024468458832489947 -0.039631461261575199 0.064709961755246834 0.00033849929007271045 -0.00023205827081259134 -0.0020987960511583709 -0.0015751070275977982 0.0017175748420819343 0.0034044868278987868 0.0017230901559175196 -0.0015568543989793837 -0.0021027834120112185 -0.0049889865036513549 -0.00032111652720737431 -2.7361621271017112e-05 5.3550854334098285e-05 0.002555304664809863 -0.0019100261366027202 0.00018213076007817365 0.0050603631764872615 -0.00013309424245302974 0.0038973489506097568 -0.00018519327403590687 0.003089765199216664 -0.00013613323893392669 0.00050976801996916355 -0.0048949797185071191 8.0828135724339231e-05 0.00057058764281723467 -0.0025984192251018753 -9.8632244934754364e-05
leaf_weight=0.0012317017737392124 0.0011288110207122717 0.0016976120056452207 5.5470824586871244 3.0075551291018905 0.51117838297110552 0.51717564899524404 0.51276058198741914 0.5398316176181791 0.53132551929453953 0.51077819942838587 0.50832704205053225 0.52764123605048574 1.5069226689499786 5.5422457249813624 0.50265312746799251 0.52703374784240598 0.5668935566323644 1.0157771574117864 0.54189246672097713 1.3580719920764743 0.53320938702236631 1.0054507621935043 0.53488173419989926 4.0247923065835494 1.0101694435716124 0.52871113589253571 0.50140362599183064 0.50569364141333017 0.51530253287295391 8.5688390779591366
leaf_count=66 132 148 181 231 112 330 423 120 93 14 33 209 39 308 329 222 90 34 87 18 41 15 35 52 29 64 24 16 65 474
internal_value=-1.10145e-07 -8.27606e-07 2.3739e-07 -0.000112899 -0.000117623 0.000141148 -7.31774e-05 0.000186965 1.53951e-05 -7.54192e-05 -0.000302013 -0.000536397 -0.00153168 -0.000201724 0.000167372 0.00133405 0.000189946 0.000462041 0.0018792 -2.97541e-05 8.24865e-05 0.00122958 -0.0001393 0.000226291 -0.000778 -0.00146746 0.0016339 0.000125951 -0.00102883 -0.000180665
internal_weight=42.0077 42.0064 42.0053 23.2988 23.2971 18.7065 22.7859 10.6635 10.1237 9.61094 12.1224 8.08514 2.03456 6.05057 4.03724 1.02969 18.1893 8.12575 1.55767 10.0636 9.49669 1.53866 7.95803 5.06108 2.89695 1.88678 1.03629 6.56808 1.021 9.07962
internal_count=4034 3968 3836 2755 2607 1081 2495 1124 1004 581 1371 589 248 341 782 551 751 383 121 368 278 56 222 111 111 82 59 262 81 488
is_linear=0
shrinkage=0.1


Tree=602
num_leaves=31
num_cat=0
split_feature=7 7 17 21 23 14 19 20 14 22 23 15 20 4 23 6 6 21 20 21 2 4 17 5 20 12 21 22 6 18
split_gain=7.06883e-05 0.000563046 0.000354205 0.000230929 7.81172e-05 7.44818e-05 5.79133e-05 0.000185429 8.2082e-05 7.90226e-05 7.13448e-05 0.000707328 0.00186841 0.000799014 0.000161764 0.000421648 0.000160505 0.000163499 0.000301037 0.000251949 0.000114102 0.000113094 0.000236087 0.00023776 0.00131094 0.000220407 0.000514384 0.000161516 0.000211136 0.00010658
threshold=20.861906850000004 21.506492748250004 171.59570528810005 1.9425901130500003 -0.50325999999999993 137.67556691715004 14.651182102100002 42.779078631750004 143.06733454090002 0.26941000000000009 0.09013000000000003 19.763739472850002 42.488347682450005 235.48598737865004 0.088555000000000023 14.335334942800001 16.565387047600002 2.0502020052500005 35.782584506850007 3.0668791869500005 72.043920985000014 259.18765753015003 196.54125635090003 21.723721974650005 40.984321400500008 133.18488666030001 11.628334000150002 -0.099639999999999992 16.565387047600002 14.674589207750001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -6 8 -8 -7 10 11 12 13 -10 16 -16 17 18 -13 -19 -12 22 23 25 -25 27 -27 28 -22 -21
right_child=1 4 -4 -5 5 6 7 -9 9 -11 20 14 -14 -15 15 -17 -18 19 -20 29 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.027263216077487613 -0.052698157402626837 0.026517786271034023 0.051585421999980424 -0.034092070126231756 -0.015431480938154508 -0.020546747989436547 0.0020577417988513202 -0.00062675142053258666 0.097311010841183043 -0.0012500385895131811 -0.00089137645324939151 0.00042829484038172153 -0.085759648943987313 0.0048807495453694616 7.9309118680485316e-05 -0.0034115626313907196 0.0016788398367570405 0.0021411997493919715 -0.0029753512694554087 -0.00029994771645860572 0.0028621984946465896 -6.6262523949027174e-05 0.0024371569388823757 -7.9572431347743551e-05 0.0054865208895022418 -0.0035927294554076793 0.00026688734001269567 3.1624689533193727e-05 -2.1693280031094257e-05 0.00020212096619593407
leaf_weight=0.0010235605028208533 0.002027467856065778 0.0011109659888565151 0.001509890665073288 0.0015310112456643696 0.0031273221175273083 0.0019474093651287152 0.52514328348070083 0.50450272147040209 0.0027755546967267427 0.51238851930656082 1.0172556055790618 0.50451752094346125 0.0010035520015382812 0.0014105405352377674 1.0021523972012953 0.52846220615351658 0.5176539374471244 0.51652026186954003 0.53584528634227635 10.590402239514878 0.51578448895341267 8.6061421298448213 0.55386505425772981 1.917229862846398 0.54297575208794757 0.52471908411034895 1.0098628519448309 4.0264557197024144 0.49992740154266357 7.0379765553932421
leaf_count=113 157 26 191 285 13 10 56 10 55 140 81 29 389 301 34 83 51 120 168 438 49 491 160 47 54 95 27 72 2 287
internal_value=-3.48294e-08 -1.31089e-06 0.0131871 -0.00950836 1.23288e-06 5.31471e-07 1.68062e-06 0.000742402 -1.69362e-05 -1.59603e-05 -3.29076e-07 -0.000126644 0.0367871 0.0661658 -0.000135666 -0.00112595 -5.87354e-05 -0.000105618 -0.00132477 -3.57164e-05 0.000139295 0.000196912 0.000433066 0.000310238 0.00114888 -3.47986e-06 -0.00105283 0.00031589 0.00144276 -9.95012e-05
internal_weight=42.0073 42.0032 0.00406446 0.00255457 42.0012 42 41.9969 1.02965 40.9673 40.9653 40.4529 21.2387 0.00518965 0.0041861 21.2335 1.53061 19.7029 19.1853 1.04036 18.1449 19.2142 18.197 9.59082 9.03696 2.46021 6.57675 1.53458 5.04217 1.01571 17.6284
internal_count=4034 3445 589 398 3288 3262 3249 66 3183 3173 3033 1955 745 356 1210 117 1093 1042 197 845 1078 997 506 346 101 245 122 123 51 725
is_linear=0
shrinkage=0.1


Tree=603
num_leaves=31
num_cat=0
split_feature=19 22 9 23 8 21 6 16 5 2 18 19 0 21 9 20 8 21 15 14 18 22 15 15 6 23 6 18 23 13
split_gain=7.17364e-05 0.000179253 0.000562462 0.000413854 0.000269752 0.000244424 0.000204266 0.000151643 0.000147322 0.000172876 0.000226564 0.000417655 0.00017344 0.000152636 0.000171457 0.000122303 0.00017315 9.89772e-05 8.65789e-05 0.000113401 0.000824776 0.00229303 0.000613374 0.000207449 0.00020488 0.00700063 0.00330098 0.00280878 0.00179879 0.00180119
threshold=14.351157895250003 -0.063749999999999987 193.67618212375001 0.13041500000000003 8.6432548896500023 15.109659503850002 16.265380038000004 22.604947139800004 20.872540794500004 108.24034454255001 12.949585557300002 14.651182102100002 86.756543869550015 6.7094573673000006 205.67007911670001 40.206947806850003 8.3434888241000014 14.824703203750003 45.169600924000008 283.98263217005007 12.844794714750002 -0.056724999999999998 30.243446395250004 43.030193406950012 16.435384010100005 0.099855000000000027 15.51536251395 15.064837217800003 0.082935000000000023 100.63167628080002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 5 -3 4 7 6 -2 -4 -8 10 -10 -12 13 14 -11 -9 -17 18 19 20 21 22 -1 -23 25 26 27 -21 -29 -30
right_child=1 2 3 -5 -6 -7 8 15 9 12 11 -13 -14 -15 -16 16 -18 -19 -20 24 -22 23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0022619306996617397 -0.0020616089516948834 0.0037759194495292554 0.0017830242245962091 0.0028620697570171105 -0.0021702395600501309 0.0020924128162219638 -0.0016607054165532443 0.0010634870358942033 -5.7580880658037828e-05 -0.0028393552299433634 0.0038814586950995642 -0.00015494364746099755 0.00097578932648641171 -0.00018044081098629551 -0.00024199711468987363 0.00048961960115064256 -0.0021148457684133874 -0.0014513905284049564 -0.0013576845663782794 -0.067067281997928066 -9.9845921082245134e-05 0.051494016074557981 -0.096023593069078053 0.10005914872934479 -4.1914411938613387e-05 -0.00013077916964863884 0.1000328590821805 -0.061918182169556669 -0.039382754885801875 0.077375797784724323
leaf_weight=0.001610387864616758 0.52584620202230503 0.53716727384952401 0.51381807541474822 0.51557606512426435 0.56602874231522537 0.51422290480358945 0.52396705052524239 0.5092481057945405 1.3619812578353951 0.51280277545257724 0.52488202910490123 0.50106145396421198 1.0143995640137289 4.0160374309506288 0.50387895051611498 0.50240632275381336 0.51890694084795541 0.52468827674972018 0.50867084689065833 0.0027117951207411674 25.763105428929762 0.0013260835054843536 0.0010482914310472324 0.0026120695401914418 1.0116394825846806 0.50534115086629205 0.0097115626733526028 0.0013699045897019304 0.0015526674272943663 0.0088645278866863464
leaf_count=235 72 77 22 15 81 38 82 13 30 58 101 6 28 60 32 11 34 240 59 139 1620 132 30 2 85 99 30 345 175 83
internal_value=2.80875e-08 0.000188256 0.000786701 0.000273036 -0.000238319 -3.09842e-05 -0.000146104 0.000296573 -3.36746e-05 6.73932e-05 0.000787817 0.00191012 -0.000217092 -0.000457531 -0.00155208 -0.000202436 -0.000833652 -9.06996e-05 -6.50364e-05 -4.09606e-05 -9.07931e-05 0.0352637 -0.0364911 0.0837059 0.000792272 0.00238588 0.0549156 0.0246955 0.0458068 0.0599731
internal_weight=42.0065 13.6622 3.66315 3.12598 2.61041 9.99908 9.48486 2.04438 8.95901 8.43504 2.38792 1.02594 6.04712 5.03272 1.01668 1.53056 1.02131 28.3443 27.8196 27.3109 25.7697 0.00659683 0.00265868 0.00393815 1.54119 0.529552 0.0242105 0.0144989 0.0117871 0.0104172
internal_count=4034 760 253 176 161 507 469 80 397 315 137 107 178 150 90 58 45 3274 3034 2975 2019 399 265 134 956 871 772 742 603 258
is_linear=0
shrinkage=0.1


Tree=604
num_leaves=31
num_cat=0
split_feature=23 23 8 20 20 20 17 19 22 17 16 20 19 21 17 16 21 16 20 23 23 21 2 17 13 6 6 4 12 6
split_gain=6.36484e-05 0.00015632 6.55517e-05 0.000139801 0.000204494 0.000156254 0.000290427 9.81064e-05 0.000217434 0.000464869 0.000281969 0.000252562 0.000335188 0.000194061 0.000161492 0.000323393 0.000173719 0.000135994 0.000156613 0.000643553 0.000136074 0.000138618 0.00012045 0.000107438 0.00022266 8.52889e-05 0.000107006 6.92962e-05 0.00357404 0.00130097
threshold=-0.55648999999999993 -0.27628999999999998 8.8430989333000021 32.724174661450007 33.151194885250007 33.96174662340001 195.92600399440002 14.351157895250003 -0.063749999999999987 191.24148878695004 22.604947139800004 41.360869295700006 14.451165964200003 15.109659503850002 195.42788627465004 22.594947163200004 7.7834773016000005 22.594947163200004 41.50623664750001 0.41214500000000009 0.12746000000000005 13.996357022800002 41.467794892200004 193.50449793755004 117.53132408880002 16.425383776450001 16.405383309150004 288.96005626495008 309.23973140915007 14.980350013450002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 17 13 -10 -11 12 -12 14 23 -16 -17 20 -19 -20 21 22 -7 25 -25 26 -9 -24 29 -29
right_child=1 2 -4 4 5 7 -8 8 9 10 11 -13 -14 -15 15 16 -18 18 19 -21 -22 -23 27 24 -26 -27 -28 28 -30 -31
leaf_value=0.022763995293710815 -0.037592068433770484 -0.033432788961407854 -0.0010961146481813266 0.041796335580580615 -0.063990021682121312 -0.022434980036271843 0.01089623392180613 -0.0019008521637604169 0.0035134679034227417 0.0025077990802075088 -0.00028636911440617672 -0.0012556942360301801 0.0028244582235018001 0.0018876796922117291 -0.0030195581285830213 -0.0016511661542037228 0.00061174869706113934 -0.00021569179271878466 -0.0042215500348762704 0.00010031487149956338 -0.0015927624493152701 0.0016820307641798662 -3.3978482266276482e-06 0.0025299810997439758 -0.00043024266638518245 0.00011514790343818635 0.00015464689756910786 0.022065950967150614 -0.00021229059568274815 0.083160115370820339
leaf_weight=0.001228249697077354 0.0011061678216596196 0.0012495952376231348 0.5380695973813151 0.0011714393819762794 0.0010611130073618349 0.002387832186296345 0.0010116078246411031 0.51236253567793333 0.57224668335834428 0.53014527643528842 1.0105365605413683 1.009867694835356 0.5269996264578366 0.5134940853304365 0.53058602715509584 0.51189399749129894 1.005815282043329 4.5357549884324744 0.52526043821935253 1.0014136651734586 0.50780989421304923 0.51637584524180269 20.216208329384802 0.51296944695102531 0.50349274676840139 5.3940760581165534 0.50082838360827964 0.0073480539080084117 0.50595931324002896 0.0066308155113388167
leaf_count=66 132 150 198 14 24 8 20 45 43 53 19 36 39 35 87 75 9 75 72 7 53 257 1626 81 11 98 4 372 304 21
internal_value=2.24048e-07 -4.41591e-07 5.484e-07 1.47792e-05 1.57872e-05 1.46068e-05 -0.0274412 1.59794e-05 0.000235724 0.000896238 0.000409584 -2.70798e-05 0.000779885 -5.69998e-06 -0.000108343 -0.000894427 -0.000151489 -9.17032e-05 -0.000510568 -0.00138665 2.49798e-05 6.36299e-05 2.33328e-05 0.000108547 0.00106367 -4.29758e-05 -0.000884803 2.5919e-05 0.00116581 0.0510457
internal_weight=42.0054 42.0041 42.003 41.465 41.4637 41.4625 0.00207272 41.4605 13.6353 3.6498 3.07755 2.5474 1.53754 9.98552 9.47202 2.0483 1.51771 27.8251 6.06243 1.52667 21.7627 21.2549 20.7385 7.42373 1.01646 6.40727 1.01319 20.7361 0.519938 0.0139789
internal_count=4034 3968 3836 3638 3488 3474 44 3430 635 190 147 94 58 445 410 171 84 2795 154 79 2641 2588 2331 239 92 147 49 2323 697 393
is_linear=0
shrinkage=0.1


Tree=605
num_leaves=31
num_cat=0
split_feature=15 21 19 8 22 2 6 0 19 22 5 21 22 7 17 10 21 18 21 5 3 22 14 9 13 0 23 15 3 15
split_gain=8.26839e-05 0.000334413 0.00015712 6.04839e-05 0.000221722 0.000773377 0.000578836 0.000284944 0.000109303 0.000125475 0.000322753 0.000134817 0.000417953 0.000148223 0.000386054 0.000130909 0.00104467 0.000115012 0.000110113 8.48368e-05 6.39412e-05 0.000232147 0.000106223 0.000151804 0.000113691 6.65241e-05 0.000204145 0.00014453 0.000638686 0.00036423
threshold=46.074827201850006 15.285239689500001 14.651182102100002 8.8430989333000021 -0.58559499999999998 175.11059598075002 13.835323260100003 98.674478761850011 14.351157895250003 -0.084275000000000003 20.603398083600002 5.7587983756000005 -0.11572 22.996658327800002 188.19076296340003 61.998532946250002 13.386374432050003 13.552878921100001 14.169342482300001 23.389417063900002 93.394346993650018 -0.088224999999999984 283.98263217005007 195.70012057590003 117.55820867010002 96.959242474650011 0.075810000000000016 31.233764884050004 85.538672336450006 28.626568391100005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 18 11 -11 12 -10 14 -13 17 -17 19 20 -12 22 -22 24 -24 25 27 -27 28 29 -6
right_child=1 -3 -4 -5 8 -7 -8 -9 9 10 15 13 -14 -15 -16 16 -18 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.10000747811173094 -0.0027663714848617975 0.0003459861460752025 0.0017437528188690707 -0.0010558921618409717 0.00049802988070053527 -0.041869422924050208 -0.0092179375134283561 0.032136034638032156 0.00029164757274263248 0.0029162614970049084 -0.0010475340113419906 -0.00073457809684771697 -0.0032013980950443307 -0.00018708683331087467 0.003146298104568881 0.0047493773239742883 -0.00015674525219446287 0.00090449188053271987 -0.001527382120242623 7.3087945977542068e-05 -5.6933802492014848e-05 -0.0024291336390035254 6.4814396329890883e-05 0.0021545962628259706 -0.0011048975630306354 -0.0021804830277649561 -0.00011902751206966262 -0.00011975443429286712 0.0037785806172414265 -0.0023454596952907384
leaf_weight=0.0014830212221367814 0.52524685286696993 1.007270272162742 0.5265282289566916 0.53030799027398146 3.5382091921565992 0.0014541635972507572 0.0013548457636716194 0.001061183815550204 1.0052089037906169 0.52873460095270086 1.059900725283115 0.50398020402383303 0.51961617785582337 2.5159237869002027 0.52161593016832342 0.55361194518206991 2.0089746034727796 1.010142416511371 0.52586177550436985 1.8630238985437442 2.003867072118596 0.51947954673912944 1.0035687571017973 0.53179775363780835 1.0155876500939474 0.5130571465347139 7.5436846800430475 9.0615575439105651 0.54620844866284191 0.516197554404357
leaf_count=10 162 20 67 154 129 98 25 70 30 78 39 26 34 54 35 123 23 27 279 17 405 189 402 330 13 120 588 252 163 72
internal_value=2.76352e-07 -0.000720727 2.75779e-05 4.95674e-06 1.92298e-05 0.0203694 0.0435815 0.0716984 1.64656e-05 0.0002668 0.000540387 -0.000112523 -0.000898681 0.000225962 0.00123923 0.000346996 0.000903156 -1.53702e-05 -9.43262e-05 -0.000333268 -6.62001e-05 -0.000545297 -1.63882e-05 0.000788642 -7.07556e-05 -2.23986e-05 -0.000250302 0.000111999 0.000568469 0.000136003
internal_weight=42.0045 1.53252 40.472 39.9455 39.4152 0.00535321 0.00389905 0.00254421 39.4098 12.0907 7.02439 5.06635 1.52483 3.54152 1.0256 6.49565 2.56259 3.93307 27.3191 2.92292 26.7932 2.52335 24.2699 1.53537 22.7345 21.7189 8.05674 13.6622 4.60062 4.05441
internal_count=4034 182 3852 3785 3631 203 105 80 3428 486 307 179 64 115 61 229 146 83 2942 56 2663 594 2069 732 1337 1324 708 616 364 201
is_linear=0
shrinkage=0.1


Tree=606
num_leaves=31
num_cat=0
split_feature=12 17 14 14 4 21 9 14 17 9 22 23 6 22 7 7 16 6 5 0 13 9 20 20 22 22 23 15 7 7
split_gain=6.95623e-05 0.00023955 0.000156002 0.000337408 8.94801e-05 0.000657883 0.00283232 0.00125855 0.00112023 0.00101153 0.00100078 0.000241929 0.000138821 0.000283234 0.000156595 0.000214296 0.000194881 0.000133467 0.000477268 0.000177973 0.00023308 0.000124963 0.000122738 0.00010694 0.000274473 0.000185536 0.000148137 0.000106469 0.0035189 0.00150933
threshold=82.696898122450008 183.19621122360005 151.21503237055003 156.61564208075004 244.52697497700004 0.17201659740000003 211.04147598835002 286.86295687135004 181.79266834725004 220.36679399970004 -0.10423499999999999 0.13041500000000003 16.525386113000007 -0.088224999999999984 23.109894804950002 22.835261448650005 22.674946976100003 16.235379337050002 20.769304081650002 86.756543869550015 117.62810858150002 197.90890142995002 36.893814626400008 38.064633603500006 0.24901000000000004 0.086310000000000026 0.10661000000000002 25.621990087700002 27.167771904950005 25.6467512824
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 6 7 -6 10 -8 -7 22 14 -14 15 -10 17 18 27 -19 -21 -12 -5 24 -24 26 -25 28 29 -16
right_child=2 -3 3 4 5 8 9 -9 12 -11 21 -13 13 -15 16 -17 -18 19 -20 20 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00022816668678179259 -0.026235515377687493 -0.002425616636138691 0.033600825804496574 0.0016124867334586616 0.093075419751093277 0.0099459466857731368 -0.10005644236818219 -0.0073069056562015278 0.00023580741220833353 0.016563516377864622 -0.10010325340082982 0.0022768748841460727 -0.00029237261778182033 -0.0029009278205379498 -0.087297375197473576 -0.002649697810699664 0.0019742274629378042 6.4398930915203148e-05 -0.0032451177028473147 0.0029340361471674355 -7.1689236275312111e-05 -0.056565015343051667 -0.0024236999419809456 0.00012049680093450242 0.00078860700397898097 -0.0017416936089626957 0.0018114524578021728 6.7183544349345178e-05 -1.4693944347529833e-05 -0.022960585657846696
leaf_weight=1.0133434979959961 0.0022619784980751892 0.51201197445466551 0.002993057299071177 0.52641656421636795 0.0044984412535573294 0.0017882379857405914 0.0018096873279809245 0.0017290470268848434 0.50987956434785153 0.0012627357032548581 0.0019093530742489767 0.52391474942078176 2.0083357025591937 0.52506543353346247 0.0061153508662187212 0.51972419777542544 0.51095818873312815 6.5432687312903353 0.52906103308873742 0.53215602121599637 0.50076539906513062 0.001006874132729596 0.56410615339770476 20.061328556830091 0.50331491081374224 0.52378796823506846 0.53181504550479886 4.5283751088452382 0.50213478760380958 0.0090318303329584085
leaf_count=69 23 62 11 295 95 179 22 130 114 29 129 44 46 65 133 59 33 117 110 64 15 22 92 1164 8 144 55 218 358 129
internal_value=3.10349e-07 -0.000662622 2.52915e-05 2.6759e-05 2.42762e-05 -0.000148344 0.0264416 0.0652045 -0.000162696 -0.0521268 -0.0489536 0.000152351 -0.00014937 -0.000833014 -3.14827e-05 -0.00122074 5.81437e-05 -1.63028e-05 -0.000387686 0.000256969 0.00147685 -0.085071 0.00010334 6.75295e-05 -0.000909019 0.000116892 0.000164165 -8.8071e-05 -0.0014472 -0.0489352
internal_weight=42.0042 1.52536 40.4788 40.4766 40.4736 17.2389 0.00929991 0.00622749 17.2296 0.00307242 0.00470447 23.2347 17.2249 2.5334 14.6915 1.0296 13.6619 13.1509 5.57472 7.57619 1.03292 0.00291623 22.7108 22.1844 1.06742 21.1169 20.5931 5.04566 0.517282 0.0151472
internal_count=4034 131 3903 3880 3869 2067 276 225 1791 51 330 1802 1461 111 1350 173 1177 1144 948 196 79 151 1758 1463 100 1363 1219 838 620 262
is_linear=0
shrinkage=0.1


Tree=607
num_leaves=31
num_cat=0
split_feature=15 21 19 16 16 22 15 15 20 14 22 23 8 10 8 9 18 20 5 3 21 16 15 9 20 18 20 17 17 15
split_gain=6.7385e-05 0.000267728 0.000123026 6.39157e-05 0.000197007 0.000206975 0.00227249 0.00095657 0.000603422 0.000685353 0.000646616 0.000844801 0.000579868 0.000467736 0.000405722 0.000250729 0.000197598 0.000103827 0.00027202 0.000244721 0.000150738 0.000707427 0.000103498 7.64189e-05 0.000120101 7.22459e-05 0.000227222 0.00180419 0.00174201 0.000186615
threshold=46.074827201850006 15.285239689500001 14.651182102100002 22.624947093000003 22.614947116400003 -0.14429 35.83914456115 27.806359898650005 39.952536079750011 271.76753865565007 -0.59260499999999994 0.093735000000000027 8.2435668022500028 75.634392583900009 8.0437227585500022 66.346857137250012 13.043896815850003 41.872294782850005 20.482113285800001 92.598563387050021 5.0750534271500012 22.684946952700002 41.800301886400014 187.11236276785004 40.583589072600013 13.552878921100001 34.41230404325001 193.96328872865004 199.84861692095004 39.540459766400012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 8 9 -1 13 14 -9 -10 15 -12 -6 18 -5 -19 21 -20 -23 -22 -25 -7 27 -27 -29 -28
right_child=1 -3 -4 17 16 25 -8 12 10 -11 11 -13 -14 -15 -16 -17 -18 19 20 -21 23 22 -24 24 -26 26 29 28 -30 -31
leaf_value=-0.091716982670644653 -0.0024790314333059415 0.00030459684862864156 0.0015445853268134253 0.0025872749226191344 -2.6561015635161841e-05 0.00029421779009350971 0.064699811467235954 0.0031746543383648069 0.092592348248077175 0.021296849770426906 0.033501603608319656 -0.074883307202733687 -0.073090296799574572 0.0068774958548712094 0.077185337744032065 -0.036060012871943985 -0.0020031674661332255 0.00020516818196234267 0.0041281500048034022 -0.0023140976171831177 0.00042285585045759647 -0.0012319920685771593 0.00051682369275476959 0.00026767112743775748 -0.00082369804974294532 -0.10009586521711118 -4.4104920268929498e-05 0.085987361279404359 -0.047952945220618208 -0.0019580615722749987
leaf_weight=0.0011480183948051163 0.52600286544350794 1.0069809657441053 0.52579169268645287 0.51478364532158494 1.0013503584123093 6.0771691785568427 0.0054955146138127011 0.0014659165095348434 0.001671172090288775 0.0010075384512698536 0.0010649532388402536 0.0011722906481965722 0.0031164380217205689 0.0010283998621589685 0.0010006155530959404 0.0010091913751589798 1.0218822949675965 1.5146792505474871 0.52533657729872896 0.51726723278962783 2.5148620749023394 0.55532609223428131 0.86637041891663102 2.0111064112716122 2.0222621113471178 0.0018889881790686977 20.25360109013145 0.0019430425412487878 0.0019410272627945202 0.52257263154206057
leaf_count=208 162 20 67 41 10 431 35 95 21 124 338 53 32 56 24 237 33 22 40 82 34 55 23 23 25 62 1538 17 58 68
internal_value=2.56104e-07 -0.000650532 2.4908e-05 4.90395e-06 -7.32847e-05 -1.65345e-06 0.0103827 -0.0114303 0.00732893 -0.0388927 0.0216716 -0.00265266 -0.0486928 0.0599393 0.0248862 -0.000344148 -0.00102489 0.000209556 0.000355177 -0.000436155 0.00021992 0.000992418 -0.000166278 -9.77273e-06 -0.000279523 -9.06889e-06 -9.77576e-05 -0.0199341 0.019052 -9.22457e-05
internal_weight=42.0023 1.53298 40.4693 39.9435 28.9015 26.8783 0.01918 0.0136845 0.00910218 0.00215556 0.00694662 0.00424705 0.00458235 0.00269957 0.00307476 0.00207414 2.02323 11.042 9.01005 2.03195 8.49526 1.94703 1.4217 6.54823 4.03337 26.8591 20.7819 0.00577306 0.00388407 20.7762
internal_count=4034 182 3852 3785 3440 3397 1223 1188 1061 332 729 652 127 77 599 575 43 345 241 104 200 118 78 82 48 2174 1743 137 75 1606
is_linear=0
shrinkage=0.1


Tree=608
num_leaves=31
num_cat=0
split_feature=8 19 22 17 9 6 5 2 20 23 22 6 21 23 16 20 23 21 9 23 2 22 13 15 5 21 8 10 21 22
split_gain=8.2804e-05 8.70444e-05 0.000188481 0.000512891 0.000296949 0.000192717 0.000208212 0.000177385 0.000175812 0.000146075 0.00012307 0.0002628 0.000704264 0.000131106 0.000105327 0.0001289 0.000599377 0.000167367 0.000180933 0.000114062 0.000107563 0.00053468 0.00155751 0.0012651 0.00115759 0.000758202 0.000571949 0.000160812 0.000110848 9.30336e-05
threshold=8.8430989333000021 14.351157895250003 -0.063749999999999987 191.24148878695004 200.95377551580003 16.395383075500003 22.246947245750004 93.57193670880001 40.890797847750008 -0.55648999999999993 -0.095204999999999998 16.485385178400005 8.0341677368500015 0.087245000000000031 22.594947163200004 41.50623664750001 0.41214500000000009 5.4349223666500004 193.67618212375001 0.12746000000000005 41.467794892200004 -0.14429 109.49014582065001 22.662932349550001 21.633008747850003 5.3092490988000014 8.1436447804000007 77.142617595050012 12.706368345750002 -0.089094999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 5 -4 8 6 -3 -7 -5 -1 13 12 -12 -9 19 17 -17 18 -16 20 -11 22 23 25 -24 27 -25 -22 -23 -13
right_child=-2 2 3 4 -6 7 -8 10 -10 14 11 29 -14 -15 15 16 -18 -19 -20 -21 21 28 24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.036649516524391683 -0.0012332558967206406 -0.0026924902725256185 0.0035864023393086097 0.00088709354568789498 0.0024627055985705919 0.0019401766974656233 0.00013946235974227715 0.00018681571605365298 -0.00080940335497685758 -0.021156532406702646 -0.00011210563469139137 0.00049960078785687306 0.0044124911547858423 -0.0011309905343276044 -0.00040335571039378941 -0.0039838702660992395 0.00018521463429672328 -0.00051407824081556503 0.0022647229591673079 -0.0014639093161911345 0.084172660528436499 5.099675589551675e-06 0.082223339673834606 -0.017992829658424334 -0.016160090910665482 -0.034047354257208728 -0.10001932766819713 0.032532874055567422 0.0014827349726118271 -0.00050531471869035829
leaf_weight=0.001082448139331115 0.53725055900757368 0.52457002270284536 0.5725824224703614 1.0236942963674671 0.53720668232426394 0.52026464139635109 0.51400850273136456 1.5059385864456065 1.514728812115947 0.002391195339440765 1.0073714984051783 1.5068930946702042 0.52241751209108134 1.5139015636605107 0.50387277935806085 0.52580037956846193 1.0019781574919762 3.5196716483624186 0.51287771980241814 0.50857454775045496 0.0013559401950608112 20.719819084789055 0.0046007330602151342 0.001850474327923457 0.0016160201184662881 0.0012703576894008348 0.0015723571857506613 0.0010860672058735331 0.5204335709972473 2.3704717922623963
leaf_count=64 201 69 43 33 66 71 78 14 48 10 81 16 24 46 10 72 7 29 37 66 125 1611 33 153 230 318 36 222 169 52
internal_value=2.51348e-07 1.6234e-05 0.000223238 0.000838377 0.000326784 -1.49647e-06 -0.00129091 0.000148176 -0.000125241 -8.51787e-05 3.7542e-05 0.000323135 0.00143303 -0.000473825 -8.66076e-05 -0.00045517 -0.00124962 -0.000187615 0.000942499 1.60838e-05 5.14944e-05 5.38805e-05 0.0200589 -0.0118214 0.056649 0.0286108 -0.0556736 0.0612062 4.1305e-05 -0.000114766
internal_weight=42.0012 41.4639 13.634 3.64821 3.07563 9.98584 1.03858 8.94726 2.53842 27.8299 8.42699 5.40715 1.52979 3.01984 27.8288 6.0642 1.52778 4.53642 1.01675 21.7646 21.256 21.2536 0.0133519 0.0071352 0.00621675 0.00371237 0.00342283 0.00244201 21.2403 3.87736
internal_count=4034 3833 641 190 147 451 147 304 81 3192 233 173 105 60 3128 155 79 76 47 2973 2907 2897 1117 854 263 665 189 347 1780 68
is_linear=0
shrinkage=0.1


Tree=609
num_leaves=31
num_cat=0
split_feature=15 21 19 8 8 2 21 6 4 13 10 15 12 16 9 22 23 18 0 23 13 17 22 20 4 5 22 6 7 6
split_gain=8.79852e-05 0.000292498 0.000114509 8.01794e-05 0.000111946 0.000138282 0.000101509 0.00035339 0.000122429 9.65941e-05 0.000305162 0.000205832 0.000211021 0.000135125 0.000258928 0.000421563 9.31878e-05 0.0016151 0.00216148 0.00446388 0.000972422 7.00547e-05 0.00023594 7.77268e-05 8.1563e-05 0.000374162 0.000164776 0.000393898 0.000209278 0.00032355
threshold=46.074827201850006 15.285239689500001 14.651182102100002 8.8430989333000021 8.7431769115000026 74.580378076100018 14.894616075700002 16.485385178400005 142.34057910165004 117.60660091645001 61.950140699950005 41.29990759910001 110.40005327080002 22.654947022900004 193.42660545270004 -0.079634999999999997 -0.27628999999999998 12.920478434700001 85.812895065800021 0.097970000000000015 117.50981642375002 205.83789591070004 0.061925000000000015 43.752965619700007 244.52697497700004 21.723721974650005 -0.101395 16.445384243750002 23.203497038450006 16.605387982250004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 8 -8 -1 13 11 12 -11 16 -15 -16 -10 20 19 -19 -18 23 -23 24 25 26 27 -20 29 -28
right_child=1 -3 -4 -5 5 -7 7 -9 9 10 -12 -13 -14 14 15 -17 17 18 21 -21 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.018794267700917973 -0.0026563976193714808 0.00025456816066814805 0.0014948376085685664 -0.0012132560871218629 -0.00024328132108615742 0.0012681923167353689 0.00085105529627548101 -0.0028464693219088042 -0.026094583170121605 0.00013994701243320997 -0.0027140971571194741 0.00038468400432045349 -0.0027338801006079015 -6.7850834544518041e-05 -6.9667395075913467e-05 0.0039882789260464744 0.002347658272633018 -0.091338427578130946 0.0032319557832444293 0.093679024002013445 0.10002478543367291 -0.0024178143660382638 5.0128286899210672e-05 0.0012398057447079475 -0.00022230407662929784 0.0027674408804211157 -0.0031871035131855064 6.6573543914794119e-05 3.9136614840078901e-05 0.00036842674103517608
leaf_weight=0.0034692372273131813 0.5253148229326986 1.0066460583988286 0.52560907787077482 0.52946558937503496 1.0027606107687455 1.527054204570504 0.51760413936332372 0.51632895613860441 0.0013679253815322969 0.5074386852000996 0.52062561237055138 2.4264762014436201 0.51464426279123998 1.5044175215616626 0.50353982931846986 0.5207741551280376 0.0016824924395589793 0.0016691002967651461 0.53220070415198018 0.0059620157826429931 0.0025854223349597305 0.52100265688855385 1.5103404329954067 0.51743866861240206 10.076480626600054 0.52415840434411975 0.52237201152371138 1.5043877543179176 13.124380548940318 0.50178733724169433
leaf_count=27 162 20 67 154 9 49 232 39 122 30 27 43 100 14 16 39 296 128 200 8 4 485 79 504 631 30 79 22 414 4
internal_value=2.83855e-07 -0.000743612 2.84449e-05 9.14834e-06 2.55699e-05 0.000669079 -1.85684e-05 -0.000995427 9.60533e-06 7.7873e-06 -0.000457415 -0.000116725 -0.0013071 6.5713e-05 0.000767118 0.00199344 5.277e-06 6.49359e-06 -2.45355e-06 0.0532115 0.0615186 -1.62967e-05 -0.000582854 2.58549e-05 2.4042e-06 0.000137914 5.27561e-05 0.00089375 -6.82995e-05 -0.00144507
internal_weight=42 1.53196 40.468 39.9424 39.4129 2.52981 36.8831 1.03393 35.8492 35.8457 3.96918 3.44856 1.02208 31.8765 2.52873 1.02431 29.3478 29.3464 29.3422 0.00763112 0.00426791 29.3345 2.03134 27.3032 26.7858 16.7093 16.1851 2.03659 14.1485 1.02416
internal_count=4034 182 3852 3785 3631 58 3573 271 3302 3275 200 173 130 3075 69 55 3006 2884 2584 136 300 2448 564 1884 1380 749 719 222 497 83
is_linear=0
shrinkage=0.1


Tree=610
num_leaves=31
num_cat=0
split_feature=15 21 19 8 8 2 21 6 22 10 23 23 18 20 7 17 18 5 5 21 22 16 15 9 20 12 20 23 20 18
split_gain=7.12455e-05 0.000236433 9.28406e-05 6.4906e-05 9.06929e-05 0.000112145 8.21681e-05 0.000285678 0.000254356 7.64886e-05 0.000313973 0.00868837 0.00264103 0.000399773 0.000236853 0.000174444 0.000130803 0.000255893 0.000218022 0.00041844 0.00151324 0.000173524 0.000145077 8.90621e-05 9.31614e-05 8.14845e-05 6.69738e-05 0.000376381 6.27648e-05 0.000142284
threshold=46.074827201850006 15.285239689500001 14.651182102100002 8.8430989333000021 8.7431769115000026 74.580378076100018 14.894616075700002 16.485385178400005 -0.63113999999999992 61.987779113750001 0.09551500000000003 0.083155000000000021 13.036600629150001 41.385032804600009 22.061824394000002 188.19076296340003 13.552878921100001 20.204934414350003 21.723721974650005 10.959760372700002 -0.08854999999999999 22.614947116400003 39.883592142850006 196.64273721640004 41.898943182100005 82.696898122450008 42.899217095850013 0.08376500000000002 41.975471476700008 15.373697821050003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 8 -8 -1 10 11 -10 -13 -14 -11 -12 17 -16 21 20 -20 23 25 24 -19 -18 28 -28 -27 -30
right_child=1 -3 -4 -5 5 -7 7 -9 9 14 15 12 13 -15 16 -17 22 18 19 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.043556018617412207 -0.002386692186163367 0.00022915276897198363 0.0013467435173801735 -0.0010910687638801013 -0.00021892146119247035 0.0011423992626612854 0.00076640698245835877 -0.0025570551116414694 3.6413134632697757e-05 -0.04046681117871772 -0.00051798774678523752 -0.0067187622794661608 -0.069210219066283649 -0.10030688803231021 0.0025271391575053129 0.0010390879945763455 -0.0012737380392958359 6.9089671679692987e-05 0.00017727176943352371 -0.00012154712265703737 0.0063415515706012884 -0.00092773902078845604 -0.0017165837321060078 -0.00011599852791915876 0.0019870397440940185 -4.2645404290099339e-05 0.00013409569307028132 -0.0028870388734196775 0.0011729954300773793 -1.2291487850173857e-05
leaf_weight=0.0013401543023751064 0.5261645290792093 1.0064748765576608 0.52509618154772297 0.52986248371007505 1.0029228362654969 1.5257586638786049 0.51731629219168229 0.51724211386903463 0.50686252296353496 0.0014418893133080193 2.4183650475466298 0.0060472183676854021 0.0087406365119591101 0.0078443601365734139 0.51752134272738004 1.0242366713609952 0.51695544095342327 0.50300758800949397 1.507788746956692 2.5043411830037599 0.5411728181642842 2.0159573353939777 0.52486451953632141 2.0009609050757717 0.51006958680079961 13.662971353086524 2.013876093810937 0.51855113964511712 1.5266534842291717 3.0087246185792393
leaf_count=56 162 20 67 154 9 49 232 39 412 244 45 36 13 28 46 22 57 25 27 28 53 32 87 11 69 1217 368 230 67 129
internal_value=3.63931e-07 -0.000668883 2.57112e-05 8.344e-06 2.31249e-05 0.000602474 -1.65952e-05 -0.000895205 8.76095e-06 1.03896e-05 -0.000403406 -0.00267039 -0.063291 -0.0839183 6.1955e-05 -5.47294e-05 6.37884e-05 0.000361209 0.000244244 0.000745562 0.00180538 -0.000209565 -7.4192e-05 0.00027079 0.00103475 -3.36214e-05 -2.69707e-06 -0.000484525 6.43527e-05 0.000386688
internal_weight=41.9991 1.53264 40.4665 39.9414 39.4115 2.52868 36.8829 1.03456 35.8483 35.847 3.9721 0.529495 0.0226322 0.016585 31.8749 3.4426 31.8734 10.1008 9.5833 4.5533 2.04896 5.03 21.7726 3.01404 1.01308 21.2477 20.7308 2.53243 18.1983 4.53538
internal_count=4034 182 3852 3785 3631 58 3573 271 3302 3246 556 489 77 41 2690 67 2446 291 245 108 80 137 2155 105 94 2068 2011 598 1413 196
is_linear=0
shrinkage=0.1


Tree=611
num_leaves=31
num_cat=0
split_feature=9 16 15 22 5 16 19 21 17 7 4 12 12 22 21 10 22 19 20 3 7 5 3 5 5 7 7 5 17 15
split_gain=6.9966e-05 0.0001731 0.000284553 0.000269941 0.000169806 0.000246655 0.000163428 0.000179923 0.000112285 0.000256503 0.000215257 8.56654e-05 0.000302083 9.82222e-05 0.000171902 0.000300391 0.000205335 0.000166965 0.000437271 0.000288122 0.000389182 0.000217686 0.000251401 0.000148599 0.000163928 0.000122174 9.98757e-05 0.00011403 0.000138735 7.35484e-05
threshold=205.67007911670001 18.344957101500004 31.385732506450001 -0.046635000000000003 24.453399453300005 22.534947303500005 14.551174033150001 5.2345280387500006 197.78839148195001 23.9417051038 127.35214607660002 82.696898122450008 69.826413229550027 -0.084275000000000003 12.510904521150001 61.998532946250002 -0.091639999999999985 14.351157895250003 41.436838994450007 93.499196860750018 23.626037400350004 23.042623356550003 93.499196860750018 21.197160116700001 20.603398083600002 22.649177329550003 24.312940751750002 20.971847224900007 186.38090997870003 30.046989284200006
decision_type=2 2 2 2 2 2 2 2 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 8 -6 -4 -8 10 -10 -1 12 -12 14 15 -13 -16 21 19 20 -19 22 23 24 29 -17 27 28 -27 -15
right_child=1 2 6 -5 5 -7 7 -9 9 -11 11 13 -14 17 16 25 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.04526756471921195 -0.002521517257809823 0.0026615173044972408 0.00010517360032198366 2.6361203016026503e-05 0.00023036939608233698 -0.0028811764865059593 0.00013346869401182455 0.0027849860742099886 -0.0025068815152873717 -0.00021452130417570379 0.00089001648236916987 -0.0026489996500242306 -0.0025507778352313326 0.00026119832530786309 0.002434105575894672 -0.0016724920538505534 -1.6195812614196595e-05 0.0026592053396307588 0.0034119614490159809 -0.00024158164753381557 -0.00010232662983590527 0.00198501402149484 -0.0022719656364524553 0.0016453406367353469 -0.0018360195001741976 -0.0001750284276224469 -0.0014219022437987378 -0.00014672307483181617 0.0021616496383824323 -0.00041305371536627618
leaf_weight=0.001052938899649968 0.52371239948510462 0.54156332599495538 6.5516111104902333 2.0185207221857189 0.5033065855665495 0.51590199735994124 0.5100655350619403 0.51361220063262891 0.54681935341736299 4.547150604740315 0.50597139158396121 0.52759162429956674 0.51473567405825094 4.5327951364453432 0.51768071636363888 0.51192692877382029 1.0077641341501937 1.0425244657380965 0.53258253961052648 2.9147556753232493 0.99970248743920809 0.51641270657498495 0.51461186912312662 0.51846994022874149 0.50999860618685477 0.50275422285266713 0.50882709593794917 5.5146063548646111 0.51372577866413849 2.515699157887866
leaf_count=19 405 106 261 197 488 110 49 17 127 548 12 46 36 366 168 179 26 39 136 36 6 45 27 36 11 54 306 71 48 59
internal_value=2.41614e-07 0.000221555 0.000447084 -0.000498514 -7.5036e-05 -0.00134463 0.000288773 0.00146382 -3.2356e-05 -0.000460598 5.41266e-05 5.22391e-05 -0.000845153 9.00855e-05 -0.000158267 -0.000342092 0.000815348 0.000253496 0.000689124 0.00039658 0.00130739 -9.0648e-06 -0.000128923 7.6182e-06 -0.00010472 -0.000180925 -7.24616e-05 3.26713e-05 0.00100592 2.0549e-05
internal_weight=41.9965 10.6591 8.11685 2.54223 31.3374 1.01921 7.57529 1.02368 30.3182 5.09397 25.2242 25.2231 1.02071 24.2024 9.60488 8.07943 1.52544 14.5976 5.48957 4.95698 2.04223 9.10799 8.59157 8.07696 7.55849 7.55184 7.03991 6.53109 1.01648 7.04849
internal_count=4034 1035 433 602 2999 598 327 66 2401 675 1726 1707 48 1659 898 704 194 761 217 81 45 544 499 472 436 658 479 173 102 425
is_linear=0
shrinkage=0.1


Tree=612
num_leaves=31
num_cat=0
split_feature=7 7 0 20 9 9 4 0 9 16 21 15 19 17 6 6 3 15 10 21 16 21 10 8 5 22 21 2 12 8
split_gain=6.51799e-05 0.00044852 0.000313558 7.09633e-05 6.43871e-05 0.000221996 0.000196047 0.000151115 8.44662e-05 0.000164068 0.000252747 0.000211224 0.000245243 0.000127285 0.000364044 0.000109552 0.000343646 9.98241e-05 0.000124398 0.000150607 0.000377763 0.000122933 0.000375777 0.000239739 0.000410634 0.000372357 0.000646878 0.000180991 0.000299096 0.000157265
threshold=20.861906850000004 21.506492748250004 76.451683855550016 47.142075646500011 186.68586460755003 185.44496129890004 137.02556730370003 85.732241321850012 204.68881850780005 18.344957101500004 5.7087410616000005 31.385732506450001 14.551174033150001 197.78839148195001 16.100376182700003 15.255356438950001 83.705143891500015 46.435439118750004 61.93938686740001 14.894616075700002 22.584947186600004 10.109275982950003 61.987779113750001 8.6432548896500023 21.723721974650005 -0.094519999999999993 7.515317457250001 152.68195387130001 221.60958460755003 8.4434108459500017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -3 -6 -8 13 10 -10 -11 -13 17 15 16 -15 18 -9 21 -21 22 -20 24 27 -26 -27 -24 -29 -23
right_child=1 4 -4 -5 6 -7 7 8 9 11 -12 12 -14 14 -16 -17 -18 -19 19 20 -22 29 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.032636296798450336 -0.048820739056829099 7.5996060137353887e-05 0.042263302883441933 0.0046402282864682395 -0.027417745872408208 0.0023253132431467656 -0.0016604885701607703 0.001537360681230779 8.9610642027547386e-06 0.0023290056364712926 -0.0024643595212145105 9.5051381420130853e-05 0.001745265527278728 1.1109613849185173e-05 -0.0030240003644077355 0.0011078834178592136 -0.0027896626774198039 -0.00098580844476339291 -0.0027460049998751885 0.00074440920719627849 -0.0030946175634380098 0.00011227566684911914 -2.3705963862022268e-05 -0.0021274504935719129 2.2827514572762472e-05 0.0051629185596566082 0.00015090114500333646 -0.0031221622322146134 0.00031362884535828396 0.0013280158915272031
leaf_weight=0.001036463971731382 0.0018817887339882535 2.8819313940319398 0.0018874454768862624 0.0010067533903992398 0.0026145271240299852 0.51758009283472439 0.5626538953395358 0.53487018714805046 2.0255728821490875 0.54100396667706618 0.51903741492291677 7.5563972104685302 1.0224203796719313 2.5063355887894758 0.54641405812503752 0.50819457412944746 0.53087407735529257 1.0101552709501067 0.51484844906190552 0.50898806207928504 0.51633203498931834 3.5157818763022926 10.586194098145398 0.50855340236012203 1.003096040862147 0.53030445848162411 0.50059834179046447 0.5121746861729457 0.50142224768401089 1.525790139014134
leaf_count=373 157 919 167 49 9 62 203 29 395 112 214 236 36 109 104 26 99 30 15 28 21 61 430 14 9 46 3 42 10 26
internal_value=2.61318e-07 -9.44003e-07 0.0128769 -0.0142691 1.24386e-06 0.000418458 -3.55092e-05 -3.36539e-05 -9.58194e-06 0.000214472 -0.000495535 0.000412579 0.000291723 -0.000108724 -0.00062135 -0.000251056 -0.000478438 -1.45315e-05 3.16203e-05 -7.24149e-06 -0.00118885 5.42614e-05 -9.22502e-05 4.35909e-06 8.38776e-05 0.00139447 0.00272912 -0.000145933 -0.00142249 0.000480209
internal_weight=41.996 41.992 0.00393066 0.00204322 41.9901 3.39951 38.5906 38.588 38.0254 11.6644 2.54461 9.11982 8.57882 26.3609 4.09182 3.5454 3.03721 22.2691 21.259 20.7241 1.02532 19.6988 14.6572 14.1423 13.6338 2.034 1.0309 11.5998 1.0136 5.04157
internal_count=4034 3445 589 422 3288 981 2307 2298 2095 993 609 384 272 1102 338 234 208 764 734 705 49 656 569 554 540 58 49 482 52 87
is_linear=0
shrinkage=0.1


Tree=613
num_leaves=31
num_cat=0
split_feature=15 2 19 16 22 16 23 22 15 20 17 23 15 10 8 21 3 22 13 21 18 10 6 3 17 9 10 20 20 22
split_gain=7.04491e-05 0.000201522 0.000154964 0.000116464 0.000132182 8.95679e-05 0.00019284 0.000492359 0.00210368 0.000857263 0.000959557 0.000926385 0.000382659 0.00105821 0.000509722 0.000188084 0.000161275 0.000490817 0.00104211 9.29011e-05 0.000536544 0.00015223 0.000197701 0.000162747 0.000120915 0.000100066 8.52795e-05 8.32014e-05 0.0002455 0.000725691
threshold=45.560261772200008 222.71270326640004 14.651182102100002 22.614947116400003 -0.081354999999999997 22.624947093000003 -0.27628999999999998 -0.14429 35.83914456115 38.804080188450008 196.54125635090003 0.091935000000000031 22.662932349550001 71.104340634100012 8.1436447804000007 4.0199878722000006 93.216908757050007 -0.091919999999999988 117.62810858150002 5.4349223666500004 13.204532713600001 62.057679025150001 16.465384711100004 93.663192806700025 186.26099832155003 192.39832633775004 75.166600869200025 41.975471476700008 41.481306584950012 -0.099639999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -3 -5 6 -1 8 9 -8 12 -12 15 14 -14 -11 27 -18 -19 20 24 22 -21 -24 -7 -25 -13 28 -9 -30
right_child=1 3 -4 4 -6 19 7 16 -10 10 11 26 13 -15 -16 -17 17 18 -20 21 -22 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=-0.035030452783827021 -0.0022732010756856256 0.00069799444755039991 0.0017373805623416537 0.00033268323400192348 -0.0019546152603178695 0.00052035874285412214 -0.068818219604697264 -1.1359300502531321e-06 0.062312586942101671 0.08577078788893841 0.023243740932504881 -0.10002275702002102 0.0011439893923866282 -0.06560709220836651 0.082486327836950882 0.028907356884941206 0.00030580340993388881 -0.0055995179480990646 0.00071453957322893907 0.0013336717673769908 0.0035697129515290141 -0.00065288167364769851 -0.00082289063763045327 0.0012539437290804618 -0.0012286329280508511 -2.9861063856266243e-05 -0.059769302657323303 0.00026521471054684798 -4.6234280453191179e-05 -0.0043589617354084249
leaf_weight=0.0015785205247728076 0.51651784607483442 1.0123431268668872 0.52642465568620522 0.50156603606246397 0.50910551795430259 1.370424203672796 0.0019596812554804272 16.698271877470823 0.00646104896259203 0.0012013850701533269 0.001432666492862944 0.0011103170707258414 0.0015917972703139993 0.0013514005649140348 0.0014928623422747478 0.0011276787779891453 1.512929191770864 0.53444169975580347 0.51163835507664146 1.5235608277271238 0.54505927852937919 2.0072450394090993 1.5139372249905134 1.0186369959592414 0.55550544089783205 1.5029464853307812 0.0010006077353215126 7.5845411442213893 1.5029885952960058 0.52695925293296486
leaf_count=194 89 54 67 36 29 51 265 994 37 52 203 20 146 59 25 253 53 188 23 28 115 32 17 31 33 23 48 735 16 118
internal_value=2.79163e-07 -0.000510244 3.31385e-05 -6.01246e-05 -0.000819497 1.00928e-05 -7.93112e-05 -7.74015e-05 0.0161309 -0.00819028 0.00333506 -0.03882 0.025416 0.008183 0.0405107 0.0582388 -8.79161e-05 -0.000845785 -0.00251131 0.000267439 0.000799803 9.35812e-05 0.00036311 -3.3133e-06 1.58884e-05 0.000488754 -0.0809421 -1.42106e-05 -0.000127372 -0.00116579
internal_weight=41.9954 2.53953 39.4558 2.02301 1.01067 38.9294 28.8921 28.8905 0.0187294 0.0122684 0.0103087 0.00354359 0.00676512 0.00443606 0.00308466 0.00232906 28.8718 2.55901 1.04608 10.0373 2.47099 7.56633 5.55908 4.03552 1.92593 2.52158 0.00211092 26.3128 18.7282 2.02995
internal_count=4034 208 3826 119 65 3759 3429 3235 1108 1071 806 271 535 230 171 305 2127 264 211 330 199 131 99 71 84 54 68 1863 1128 134
is_linear=0
shrinkage=0.1


Tree=614
num_leaves=31
num_cat=0
split_feature=8 8 5 14 17 22 9 10 0 18 22 10 9 20 3 19 22 2 2 21 23 13 13 7 13 17 18 7 12 20
split_gain=8.1706e-05 9.37066e-05 0.000147233 0.000104099 7.81527e-05 0.000280521 0.00427738 0.0029364 0.00494871 0.00136947 0.000902851 0.000537842 0.000352063 0.000108236 0.000797094 6.25922e-05 0.000408428 0.00035555 0.000243847 0.000277025 0.00020871 0.000140519 0.000405019 0.000280588 0.00104567 0.000230848 0.000100205 0.000149739 7.42143e-05 0.000599643
threshold=8.8430989333000021 8.7431769115000026 21.991679690250006 137.67556691715004 205.83789591070004 0.061925000000000015 221.38017838285003 67.074341896550024 90.111739616350022 16.587089536200001 -0.0034049999999999996 62.240494178000013 209.38433325880001 33.151194885250007 86.057544755650014 14.451165964200003 -0.026144999999999998 224.95410153095003 139.52793115400002 5.7087410616000005 0.10932000000000001 117.60660091645001 117.62810858150002 22.407814303000006 116.60649449195002 169.81593227610003 13.077716774800001 22.996658327800002 82.696898122450008 34.19870408380001
decision_type=2 2 2 2 2 2 2 2 2 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 13 6 7 8 11 -9 12 -6 -11 14 -5 21 17 18 19 -17 -20 23 -23 24 25 -15 -25 -28 -29 -30
right_child=-2 2 -4 4 5 -7 -8 9 -10 10 -12 -13 -14 15 -16 16 -18 -19 20 -21 -22 22 -24 26 -26 -27 27 28 29 -31
leaf_value=0.020814353883883637 -0.0012253297067053451 0.0015318018702749009 -2.232020093911993e-05 0.07614324708429826 -0.097028340243108441 6.452313132080371e-05 -0.00070074960929012245 -0.096358053304568425 0.10001469707300573 0.033393390946947869 -0.10004807760532729 -0.032569169393472784 -0.031055654960547047 -0.024260884355671978 -0.042191029391950019 -0.00013256392952981912 0.0028282775397226118 0.0025197574393944432 -0.002789564951352214 0.0024501324427403555 -0.00047201167407356042 -0.0032118626109631553 -0.00020998375129795303 0.00071458514718870589 -0.10002691841118408 0.037047492669340043 -0.0016952533243603362 -0.00116912177570783 0.066930139969565747 3.9739911196854705e-05
leaf_weight=0.0023975620669592903 0.53696909691217953 1.0229858153757079 1.5084540810463485 0.0012381781296223462 0.0020690293649738255 1.5106291084351879 0.50102301177292918 0.009128166547749398 0.0031711268497929268 0.0014855442175154563 0.0013405313551851372 0.0034576889484014828 0.0019737156737753558 0.0010798249017501945 0.0010536086485140039 2.0163205778117121 0.58007384111084448 0.51441272475224753 0.5241856758554494 0.5230422244312648 1.5021152382331022 0.51806518598647411 3.3939322825747928 2.0214341705056844 0.0012966522754247478 0.0014242082254547345 0.52074516020215966 0.51548541558407279 0.0013402608875584523 24.25215289912181
leaf_count=22 201 31 34 99 36 89 128 128 21 134 23 19 58 307 84 56 58 30 70 47 18 19 115 58 114 218 112 47 30 1628
internal_value=2.95764e-07 1.61704e-05 0.00060572 -2.21691e-05 -2.34526e-05 -0.00062686 -0.00262137 -0.0451514 0.000435826 -0.0736201 -0.0303774 -0.0567007 -0.00337866 9.82251e-06 0.0217411 8.47235e-06 0.000314439 2.73934e-05 -0.000253421 0.000399404 -0.00107154 -4.69867e-05 -0.000607522 3.32922e-05 -0.0271357 0.0106092 3.70731e-05 -1.70812e-05 1.82009e-05 4.34363e-05
internal_weight=41.9945 41.4575 2.53144 38.9261 38.9237 2.03428 0.523649 0.0226258 0.00869785 0.013928 0.00479979 0.00552672 0.00345926 36.8894 0.00229179 36.8871 5.66015 5.08008 4.56566 2.53936 2.0263 31.227 3.912 27.315 0.00380069 0.00250403 27.3112 25.2897 24.769 24.2535
internal_count=4034 3833 65 3768 3746 636 547 419 76 343 215 55 192 3110 183 2927 279 221 191 103 88 2648 134 2514 639 525 1875 1817 1705 1658
is_linear=0
shrinkage=0.1


Tree=615
num_leaves=31
num_cat=0
split_feature=0 7 18 21 8 8 5 17 22 9 10 0 18 0 7 10 20 10 7 22 4 6 20 20 4 16 9 9 4 20
split_gain=7.69973e-05 0.000798938 0.000823037 0.000308037 8.18703e-05 7.59262e-05 0.000119441 6.40909e-05 0.000229329 0.0037602 0.00260185 0.00437914 0.00134319 0.000810344 0.000821316 0.000541674 0.000154641 0.000428432 6.2134e-05 5.66041e-05 0.000104233 5.76507e-05 0.000137599 0.000343783 0.000259458 0.000135305 0.00013197 0.000249699 0.000165825 0.000188628
threshold=79.532656873050016 21.725272673150005 11.928667296000002 2.2961539179000003 8.8430989333000021 8.7431769115000026 21.991679690250006 205.83789591070004 0.061925000000000015 221.38017838285003 67.074341896550024 90.111739616350022 16.587089536200001 100.27142289135001 27.255808992300004 62.240494178000013 33.151194885250007 69.873026810350026 25.536567273500005 0.26941000000000009 142.34057910165004 16.465384711100004 40.316494640950005 40.003678352300007 178.59129095495004 22.654947022900004 190.49354742400001 185.44496129890004 313.22340827140005 40.636252116050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 16 9 10 11 15 18 -14 -15 -9 17 -2 -12 20 -18 22 23 -22 -24 -26 27 -23 29 -28
right_child=4 -3 -4 -5 -6 6 -8 8 -10 -11 12 -13 13 14 -16 -17 19 -19 -20 -21 21 26 24 -25 25 -27 28 -29 -30 -31
leaf_value=0.062149002020241012 -0.019990854805139055 0.091254662450796498 -0.081531628867711023 -0.0077099457151633107 -0.0012309133040641761 0.0013801163574171755 -2.0087793051255565e-05 -0.096392553458493235 5.8075713282105982e-05 -0.0006303542552452123 -0.10006091477352114 0.10001329785350691 0.025949264374998639 -0.10003554985557513 0.010790553288576497 -0.02962609601062452 0.017521548188213845 0.070682058318002478 -0.078909517134742077 -0.0010362538557068368 -5.8541827583578944e-05 9.91920289232972e-06 0.0024363986437418972 -0.002727043881622866 0.00014459219620428356 0.0017865344808384348 0.00011670455876417221 0.0024128565918023707 0.00089796485279288601 -0.00081507401326223164
leaf_weight=0.0010957116969428906 0.0010007568459894341 0.0010170221052021589 0.001095190839446758 0.0014888362071379113 0.53454651384615104 1.0219407750523708 1.5084765129043018 0.0018838826825053438 1.5105643582260926 0.501257723194382 0.0065614079332116972 0.0028693923195532989 0.0017226018156755165 0.0018771672968586062 0.0010387030503391948 0.0034230003002448939 0.0034039118418068828 0.0010872547101989944 0.0017617383579588974 0.51121389992297039 6.1129542030673099 2.3704891241640014 0.53462269634156712 0.52417805906502213 15.641193132824135 0.51851503208075733 3.5635974147461402 0.52894002790719064 1.011705938750892 5.5660152757440597
leaf_count=27 26 8 289 190 142 31 34 36 89 128 60 21 17 44 154 19 18 96 68 89 571 59 123 82 1309 51 51 54 26 122
internal_value=1.8762e-07 0.0128033 -0.00887948 0.0219066 -1.24457e-06 1.46126e-05 0.000545402 -1.98955e-05 -0.000566514 -0.00237259 -0.0436873 0.000486162 -0.0715523 -0.0284307 -0.0605566 -0.0533274 1.02288e-05 0.0272237 -0.0955839 8.6884e-06 2.33738e-05 2.17362e-05 0.00011586 -0.000269291 0.000268983 0.000197277 -0.000146662 0.000448285 -0.000316759 -0.000451369
internal_weight=41.9915 0.00469676 0.00367974 0.00258455 41.9868 41.4523 2.53042 38.9219 2.03296 0.522396 0.0211379 0.00817628 0.0129616 0.00463847 0.00291587 0.00530688 36.8889 0.00208801 0.00832315 36.8868 36.3756 36.3722 23.3315 6.63713 16.6943 16.1597 13.0407 2.89943 10.1413 9.12961
internal_count=4034 514 506 217 3520 3378 65 3313 636 547 419 76 343 215 198 55 2677 122 128 2555 2466 2448 2136 653 1483 1360 312 113 199 173
is_linear=0
shrinkage=0.1


Tree=616
num_leaves=31
num_cat=0
split_feature=7 15 21 19 8 19 18 21 6 6 6 2 23 22 21 21 2 20 15 2 9 9 22 4 12 9 17 18 17 14
split_gain=7.10345e-05 6.94549e-05 0.00037757 0.000143026 6.40427e-05 9.97716e-05 0.00110943 0.00229301 0.000284744 0.000180655 0.000145353 0.000261743 0.000145318 0.000122479 0.00053356 0.00098512 0.000158009 9.63547e-05 0.00167634 0.00114101 8.56844e-05 0.000168135 0.000348197 0.000133952 0.000129065 0.000155758 0.000116212 0.000244472 0.000138036 9.515e-05
threshold=19.078733418100004 46.074827201850006 15.285239689500001 14.651182102100002 8.8430989333000021 14.351157895250003 12.885811969150001 5.4349223666500004 16.495385412050002 15.710367070250003 16.285380505300001 189.95856246190002 0.086955000000000018 -0.067109999999999989 11.798219863050003 1.4144203964000002 93.57193670880001 34.41230404325001 36.124429763000009 72.043920985000014 203.06170522940002 201.61239113610003 0.070580000000000018 159.10550013555002 123.47238069670001 211.36251378275003 197.20536406400001 15.279937110450001 196.16836764490003 283.98263217005007
decision_type=2 2 2 2 2 2 2 2 2 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 12 -9 -7 11 -11 -2 16 15 -15 -12 18 19 -8 21 26 -23 -22 25 -25 28 -28 -19 -26
right_child=1 2 -4 -5 -6 9 17 8 -10 10 13 -13 -14 14 -16 -17 -18 20 -20 -21 23 22 -24 24 29 -27 27 -29 -30 -31
leaf_value=0.02134781576224282 0.073170290276873981 -0.0028386751010005527 0.00047032565475277051 0.001662614253441129 -0.0010896882142199997 0.0020767939992096282 0.003245562360986623 -0.048535506998995226 -0.10018413266800399 -0.0025294721048256413 0.0017731098551515036 0.00066036705512141885 0.020452275992854405 -0.00041992586444370621 -0.00032429489589318162 0.0056170349593047475 -2.8601985727255306e-05 -0.00010855085370465803 0.069058967796955223 -0.094024699625562758 0.0017204752270500981 -0.0032841752245031022 0.0004097785671254715 -0.00016953670063144278 0.0001665543120436262 -0.0021349626956408767 -0.0027012886941862485 -4.7762684184839962e-05 0.0015673779673797657 0.0015621269488786632
leaf_weight=0.0015586554121814747 0.0010004558649315811 0.5241093820806374 1.008075076677869 0.52596545086468083 0.52950692037116809 0.52177758917787187 0.0025353757703026414 0.0017093277814661523 0.0028424389761632085 0.52272809253190533 0.52099995624848539 0.50648659011631025 0.0010953573612937362 0.54406430982635468 1.5258947602296755 0.53719496898156649 7.405877513795545 13.117292633562444 0.0018431465286994353 0.0022998955546143698 0.51049311224050953 0.51801677513279176 0.50291594944542162 2.0123761928616282 7.5669555506107269 0.50425208843106606 0.53005534922959796 1.0064717026102998 0.51058248994625444 0.52226311936921188
leaf_count=241 167 162 20 67 154 41 14 28 23 38 86 29 17 6 41 55 190 979 9 201 52 78 10 177 286 35 99 333 39 357
internal_value=1.00705e-07 -6.91759e-07 -0.000661574 2.4338e-05 2.7581e-06 1.74398e-05 -8.84072e-05 -0.0409358 -0.0807885 0.000256679 0.000174548 -0.000959721 0.0456177 0.000285371 0.000879939 0.00257938 8.98169e-05 -7.84638e-05 -0.0120886 -0.043021 -7.5526e-05 -0.000222343 -0.00146452 0.000138239 6.20808e-05 -0.000563345 -0.000138714 -0.000963149 -4.57604e-05 0.000256656
internal_weight=41.9892 41.9877 1.53218 40.4555 39.9295 39.4 27.315 0.00664758 0.00455177 12.085 11.5632 1.02921 0.00209581 10.534 2.60715 1.08126 7.92688 27.3084 0.00667842 0.00483527 27.3017 16.1853 1.02093 11.1163 10.6058 2.51663 15.1644 1.53653 13.6279 8.08922
internal_count=4034 3793 182 3611 3544 3390 2904 235 51 486 445 67 184 378 102 61 276 2669 224 215 2445 1538 88 907 855 212 1450 432 1018 643
is_linear=0
shrinkage=0.1


Tree=617
num_leaves=31
num_cat=0
split_feature=7 15 21 19 21 7 3 5 6 16 6 17 23 9 21 20 22 15 10 10 13 9 23 2 5 17 23 17 23 23
split_gain=5.78164e-05 5.62197e-05 0.000305219 0.000115995 6.42303e-05 0.00030748 5.16042e-05 0.00762097 0.00346767 0.00112485 0.000301666 8.5662e-05 6.46328e-05 0.00136488 0.000216084 0.000417746 0.000183207 0.000167372 6.89678e-05 0.000245402 0.000114649 9.02646e-05 0.000218938 0.00015401 0.000557133 0.000204633 8.31299e-05 0.000128327 0.000117665 7.1009e-05
threshold=19.078733418100004 46.074827201850006 15.285239689500001 14.651182102100002 15.039695091900002 22.775216856700002 81.105404879350019 16.351273197450002 13.65531905435 18.474956797500003 11.805275828400001 203.48482458890001 0.13041500000000003 179.18874144770004 13.094317010850002 43.131467368600006 0.086310000000000026 39.296024648600003 61.998532946250002 61.966271448700006 117.58509325145 198.49982034990003 0.095750000000000016 154.31016903475003 21.723721974650005 193.31651039250002 0.092075000000000032 187.51563899930002 0.081155000000000019 0.079470000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -6 10 8 9 11 -2 -8 13 17 15 -14 18 -9 19 26 21 23 -23 24 25 -20 28 -28 -15 -25
right_child=1 2 -4 -5 5 -7 7 12 -10 -11 -12 -13 14 16 -16 -17 -18 -19 20 -21 -22 22 -24 29 -26 -27 27 -29 -30 -31
leaf_value=0.019301305524628502 -2.5334701913436825e-08 -0.0025501504212348787 0.00042343260499241994 0.0014980665236763082 0.00096766228271033853 -0.0024773477553044912 -0.058862565763939625 -0.046551134425879437 0.079944161922984439 0.04728335420262092 -0.0025573581540119118 -0.10010569843739446 0.0036115208556709369 0.00029205695738653497 -0.00013605959221884705 -0.00041745772528814767 -0.0017556120990491798 -0.10008593715070549 2.9975918803171224e-05 -0.0016874856470254591 0.0011407283082114099 -1.0687575426108314e-05 -0.0020583103067473387 0.00027125664768474665 0.0037538326360189232 0.0021315727179410829 -0.00023677660957980556 0.00094001102062788366 -0.0018608857867009308 -0.00069792518584280757
leaf_weight=0.0015519068601496091 4.0147964437022967 0.52501772116641277 1.0077586283690321 0.52539485966712263 0.5123261197708241 0.52413210253732323 0.0010097137972583372 0.001059844593554681 0.016763940304940661 0.0010740507134414656 0.5211417531972885 0.001004696120574522 0.52776951239979941 0.50406557986571587 1.9985797680274116 0.50225771791156149 0.58840116047127011 0.0013007242596358992 3.5317947122775939 1.0254136718064613 1.0133935796111462 15.613446676014288 0.5402506197181659 1.5042169781081611 0.5296303388146838 0.53327157374383194 2.3673668883589021 1.5226965411878834 0.5113959995531161 1.5197327117045347
leaf_count=241 1083 162 20 67 70 177 98 445 35 21 219 23 43 21 10 6 146 5 92 31 16 516 124 14 50 128 33 39 47 52
internal_value=8.19517e-08 -6.31462e-07 -0.000595101 2.18928e-05 2.4686e-06 -0.000774463 2.31737e-05 6.50285e-05 0.0620053 -0.0353657 -0.000293842 -0.0794328 2.92159e-05 -1.34567e-05 0.000470333 0.00164693 -7.7231e-06 -0.07605 2.5759e-05 -0.000280561 9.90579e-05 5.46524e-05 -7.91691e-05 0.000338392 0.000703141 0.000305672 1.35318e-05 0.000223856 -0.000792185 -0.000215821
internal_weight=41.988 41.9865 1.53278 40.4537 39.9283 1.03646 38.8918 34.3559 0.0198524 0.00308846 4.53594 0.00201441 34.336 31.3074 3.02861 1.03003 31.3051 0.00236057 30.7167 5.93094 24.7857 23.7723 16.1537 7.61865 4.5947 4.06507 4.90553 3.89006 1.01546 3.02395
internal_count=4034 3793 182 3611 3544 247 3297 1995 177 142 1302 121 1818 1759 59 49 1309 450 1163 171 992 976 640 336 270 220 140 72 68 66
is_linear=0
shrinkage=0.1


Tree=618
num_leaves=31
num_cat=0
split_feature=23 23 8 20 16 16 19 22 17 23 23 21 20 6 20 21 6 22 20 2 3 9 21 21 21 21 21 21 14 9
split_gain=5.32852e-05 0.000140669 5.41651e-05 0.000101075 0.000290622 0.000828917 8.81506e-05 0.000195465 0.000426194 0.00031185 0.000268064 0.000259188 0.000210934 0.000127166 0.000212368 0.000123272 9.7886e-05 0.000245725 0.000109194 0.000180961 7.90775e-05 0.000301541 0.00664439 0.00327019 0.00351455 0.00223326 0.00162808 0.000676905 0.000118008 0.000199129
threshold=-0.55648999999999993 -0.27628999999999998 8.8430989333000021 32.724174661450007 12.604970524100002 9.719977270450002 14.351157895250003 -0.063749999999999987 191.24148878695004 0.13041500000000003 0.087795000000000026 15.109659503850002 41.385032804600009 16.395383075500003 41.919251152600005 14.824703203750003 16.455384477450004 -0.084275000000000003 41.827117825850003 115.72920527990001 93.394346993650018 198.96357396150003 14.169342482300001 12.263428102400001 5.3866163921000005 4.797392351550001 2.7968392888000007 1.8400491212500001 283.98263217005007 195.70012057590003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 15 11 -9 10 -10 13 -12 14 -8 20 17 -15 -18 -20 28 22 23 24 25 26 27 -22 -6 -30
right_child=1 2 -4 4 6 -7 7 8 9 -11 12 -13 -14 16 -16 -17 18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.021151373136802487 -0.037420180348362697 -0.029978525922571921 -0.00099691290207668719 0.027065393137553569 -5.417849156317601e-05 -0.1000051850439176 -0.0025981721070558982 0.0033595783434378027 0.0019549928839208961 0.0026344203706708371 7.981791669824106e-06 0.002181600109823139 -0.0023322481481765521 2.4534767056872832e-05 0.00026625106921392979 -0.0016089645280167935 -2.1477259487619161e-05 0.0024664580776574347 0.00017812352608280235 -0.0024902577770640646 -0.052874084403626211 -8.243646221032986e-05 -0.00031133533090883114 0.095366309913751876 -0.093935893712888185 0.098514908206846719 -0.09518623073226215 0.044349043515453615 1.9874710528006341e-05 0.0024081613889361591
leaf_weight=0.0011910354123675351 0.0010045834573081383 0.0011236344481478913 0.53752487074729671 0.0010087838714517251 22.730865541431054 0.0010452996082604173 0.51881377444624088 0.57119438045866289 0.52251736925699299 0.51344306256214611 1.5233088852619405 0.51442046495971361 0.51548461943013979 2.0040814345871074 0.5165116248495778 0.5215087916000013 4.8924827597843432 0.51875080281388175 0.50663019411695109 0.5099795429154419 0.0010885816741698076 2.5020366266683851 0.50034519261197374 0.0013537266552106067 0.014193723212765796 0.001535521337872936 0.0026360412635852981 0.0020930209729144167 1.0035914893295714 0.535327901256199
leaf_count=66 132 150 198 422 967 387 49 43 56 10 43 35 38 29 81 168 90 88 26 49 158 32 7 15 140 74 30 18 130 303
internal_value=1.75683e-07 -4.24324e-07 4.71028e-07 1.3406e-05 1.42191e-05 -0.0375994 1.60833e-05 0.000224447 0.000851091 0.000385092 -6.58107e-05 -4.44355e-06 -0.000583717 -0.000123226 -0.00116915 -8.59963e-05 5.19833e-06 0.000526649 -0.00021743 -0.00116046 -5.6898e-05 -0.000538995 -0.00272215 -0.0553949 -0.0648668 -0.00875506 -0.0370681 0.0110843 3.19649e-06 0.000850663
internal_weight=41.9871 41.9859 41.9849 41.4474 41.4462 0.00205408 41.4442 13.6276 3.64595 3.07475 2.56131 9.98167 2.03879 9.46725 1.03533 27.8166 8.43192 2.52283 5.90909 1.01661 27.2951 3.02528 0.523246 0.0229006 0.0215469 0.00735317 0.00581764 0.0031816 24.2698 1.53892
internal_count=4034 3968 3836 3638 3488 809 2679 637 190 147 137 447 81 412 130 2042 282 117 165 75 1874 474 442 435 420 280 206 176 1400 433
is_linear=0
shrinkage=0.1


Tree=619
num_leaves=31
num_cat=0
split_feature=17 15 21 19 15 16 16 18 22 6 9 18 17 0 20 21 18 21 0 20 17 18 21 18 10 22 0 9 22 3
split_gain=7.48727e-05 6.16002e-05 0.00027882 9.36164e-05 7.35576e-05 5.90658e-05 0.00013931 0.000327096 0.000636431 0.000103343 0.000542636 9.34891e-05 0.000238832 0.000294459 0.000143897 8.77787e-05 0.000320937 0.00202864 0.00156754 0.00140781 0.000573501 8.76907e-05 5.95274e-05 0.000418235 0.00808542 0.00357704 0.00672885 0.000798308 0.00114622 0.00011297
threshold=162.13109061465002 46.074827201850006 15.285239689500001 14.651182102100002 14.022476987850002 22.624947093000003 22.604947139800004 13.531614672700002 -0.102645 16.455384477450004 197.29115675710003 13.327513832500001 188.19076296340003 86.479632682150012 40.636252116050009 14.70115454445 12.949585557300002 3.4465547941500003 85.705356740550016 42.719328117250008 181.79266834725004 13.162733570450003 8.9626214023500008 13.893471991850001 75.408562100950022 -0.079634999999999997 93.692765846100016 201.32298960505003 -0.095854999999999996 91.867302775550016
decision_type=2 2 2 2 2 2 2 2 2 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 15 8 -8 10 21 12 -11 -14 -13 16 17 20 -18 -19 -6 -7 -20 29 25 27 -27 28 -25 -24
right_child=1 2 -4 -5 5 9 7 -9 -10 11 -12 14 13 -15 -16 -17 18 19 22 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.026370755656608041 0.023268852863296219 -0.0024906432903987505 0.00035204809614617261 0.0013511267811200265 -0.00014951069999577109 -0.00064167407395796492 0.00039620216194425717 0.00016240407780857442 -0.0045769366731724832 -7.62132458913997e-05 0.0035595824696507137 0.00027357863535003014 0.0032601494907771146 -0.00013296179551198746 -0.0014150053264601343 0.0012851212649526778 -0.10002965866913399 -0.10011707094182427 2.3603778591592577e-05 0.012932123258439458 0.098203103955516846 0.00056121367831365554 0.0016190636348998877 0.018580755543771855 0.00019441261792148734 -0.10020329876416144 0.031271142248877427 -0.098612986767078678 -0.10006193691056192 -0.00047809556829444795
leaf_weight=0.0010766284480742119 0.0013593106811090596 0.52480290163172227 1.0072797559162294 0.52486286308238206 0.0010795212517178401 1.0127593131583115 0.50253621152478445 1.5053463450444722 0.52738171375159415 4.9274172694354128 0.54434043964420187 1.004225464784213 0.5235167186408487 0.50005311259883456 1.0144994222369588 0.52018876377002143 0.0015671760457490738 0.0030272386645885385 24.258330941214638 0.0017316934604072465 0.0013151605780876707 1.5091007236878793 0.5138081663232652 0.0015733528741718183 0.50686492140965589 0.0063395516854141123 0.010086032669794243 0.012012439054387869 0.0016878732155305451 0.51363780893052535
leaf_count=353 505 162 20 67 147 31 8 17 38 102 81 23 36 4 28 181 124 35 1488 133 7 37 46 27 185 14 39 52 14 30
internal_value=4.13563e-08 7.17624e-07 -0.000621694 2.42917e-05 6.84914e-06 6.05714e-06 -6.91208e-05 -0.000777123 -0.00215035 0.000202849 0.000696201 1.3041e-05 0.000212523 0.00160248 -0.00057501 -1.00875e-06 -2.6907e-05 -0.021205 -2.10408e-05 -0.0589804 0.0538658 7.81433e-05 -1.49717e-05 -0.000612526 -0.00286974 -0.051865 -0.0194722 -0.0867009 -0.0428237 0.000570658
internal_weight=41.9838 41.9827 1.53208 40.4506 39.9258 39.9244 28.8885 2.53526 1.02992 11.0359 3.0662 7.96971 5.95099 1.02357 2.01872 26.3533 25.8331 0.00715361 25.8259 0.00475893 0.00239468 2.52186 25.8243 1.56601 0.538564 0.0316992 0.0164256 0.0152737 0.00326123 1.02745
internal_count=4034 3681 182 3499 3432 2927 2585 63 46 342 149 193 142 40 51 2522 2341 322 2019 168 154 68 1895 407 331 146 53 93 41 76
is_linear=0
shrinkage=0.1


Tree=620
num_leaves=31
num_cat=0
split_feature=0 2 19 8 8 2 3 6 6 22 17 22 21 6 3 20 22 23 6 23 18 5 21 23 6 20 3 13 6 22
split_gain=7.79674e-05 0.000517086 0.000452583 9.1204e-05 8.47554e-05 0.000104968 0.000381334 7.34672e-05 0.00018468 0.000793796 0.00112653 0.000324126 0.000377224 0.000471861 0.000300709 0.000162947 0.000424213 0.000496388 0.000160321 0.000502668 0.0013145 0.000310959 0.000218345 0.000150443 0.000113138 0.000449598 0.000114757 0.000488513 0.0088597 0.00630982
threshold=79.532656873050016 90.745765132650021 14.351157895250003 8.8430989333000021 8.7431769115000026 74.580378076100018 93.765354215650021 16.465384711100004 16.395383075500003 -0.087234999999999993 187.51563899930002 -0.59502499999999992 2.3083050893000006 13.65531905435 93.216908757050007 40.636252116050009 -0.059424999999999999 0.10507500000000002 16.285380505300001 -0.24947 13.843998451900001 20.769304081650002 12.510904521150001 0.088555000000000023 14.845346859150002 41.481306584950012 83.538459487450012 109.72404167800001 14.785345457250001 -0.14138499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 -6 -7 8 11 -10 -11 12 -2 -14 18 23 -17 -18 19 20 -13 24 -20 -9 26 -26 -21 28 29 -28
right_child=3 2 -4 -5 5 6 -8 15 9 10 -12 14 13 -15 -16 16 17 -19 22 21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.038477905470450269 -0.015509783308772205 0.0024148349221531154 0.079096007342808763 -0.0013002795885081681 -0.0002190151236488783 0.0032928031611605181 -3.9354040619295948e-05 0.0013214904785423644 9.1085137457403291e-06 -0.00034050551661274342 0.0062003379900960861 0.099410261124620244 0.0047925918979889815 0.096916291139634403 -0.0024424216067086614 -0.00021359361098478464 -0.0045262527144418578 -0.00015031374789027256 0.002639050896362492 2.6369076116932616e-05 -0.03772001950665934 -0.0024224274767920919 -0.00028111704839393453 -4.3334850337150637e-05 0.0030755210320944941 -0.00045884108340184292 0.059111238509917133 1.0984525168427763e-05 -0.00038685897237201127 -0.078068151340803221
leaf_weight=0.0013541067533688325 0.0011586053460521098 0.0017863574424036854 0.0013524251121452835 0.53389510005837948 1.0029033413584323 0.52133894038843198 1.0064839760608704 1.0172865336627008 4.5125340968299668 0.50705927175806553 0.54777255629350918 0.0016633438851887559 0.0010247989442392913 0.0012153994093182519 0.52009186224220272 7.0618530470651697 0.52836454345228634 0.50890508920069166 0.52378076894637959 14.096682337412753 0.0012057407990028017 0.54983244916415586 0.50093624216970056 3.9190195590623489 0.5598878471477623 1.0077148395675974 0.0039070845766167031 2.0088240368459083 0.50622300753224181 0.023645517347901879
leaf_count=80 66 421 13 142 9 32 24 38 70 13 126 19 59 10 181 173 55 20 58 1417 108 236 8 62 124 35 102 24 15 294
internal_value=-1.98059e-07 0.0131724 0.0354549 -1.60801e-06 1.5123e-05 0.000575885 0.00109768 -2.13487e-05 7.61804e-05 0.000586421 0.00305614 -6.37017e-05 0.0308149 0.0547735 -6.88706e-05 -0.000214943 -0.000490963 -0.00237933 -6.47441e-06 -7.30056e-05 0.0417809 -7.94077e-05 0.00121152 0.000237932 -8.65045e-06 0.000803498 -8.51638e-05 -0.000703524 -0.00339252 -0.0586155
internal_weight=41.9797 0.00449289 0.00313878 41.9752 41.4413 2.53073 1.52782 38.9106 25.8752 5.56737 1.05483 20.3078 0.0033988 0.0022402 20.3044 13.0354 8.09912 1.03727 19.7843 18.7596 0.00286908 18.7567 1.02472 4.93631 18.2069 1.5676 16.6393 2.5426 0.533776 0.0275526
internal_count=4034 514 434 3520 3378 65 56 3313 2965 209 139 2756 135 69 2621 348 248 75 2440 2374 127 2247 66 100 2011 159 1852 435 411 396
is_linear=0
shrinkage=0.1


Tree=621
num_leaves=31
num_cat=0
split_feature=7 10 8 8 14 5 15 6 7 6 6 15 13 6 13 13 13 13 18 22 9 21 23 5 6 20 22 16 23 19
split_gain=7.78502e-05 0.00012937 6.55333e-05 6.88784e-05 0.000105595 9.78578e-05 6.17149e-05 5.95438e-05 0.000769695 0.000450999 0.000142773 0.000696562 0.00350114 0.00631618 0.00877902 0.00199909 0.00104578 0.00097361 0.000290768 0.000317515 0.00109415 0.00027395 0.000296782 0.00020286 0.000131996 0.000129559 0.000342865 0.000574519 0.000122598 0.000186756
threshold=19.716522186550005 56.920035537850005 8.8430989333000021 8.7431769115000026 137.67556691715004 21.991679690250006 14.022476987850002 16.465384711100004 22.181995028450004 16.445384243750002 14.845346859150002 34.694997775350011 113.62230596715001 16.265380038000004 111.98772342380001 109.96062599345002 112.41249980845002 109.46594969745001 13.893471991850001 -0.081354999999999997 194.04304600165003 5.8563866808500009 -0.092630000000000004 18.946524085150003 16.435384010100005 40.633548727200008 -0.059424999999999999 22.544947280100004 0.088555000000000023 14.351157895250003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -6 8 9 -8 23 12 13 14 15 17 -16 -12 19 21 -21 22 -13 -10 -23 28 -27 -28 29 -9
right_child=2 -3 -4 5 6 -7 7 25 10 -11 11 18 -14 -15 16 -17 -18 -19 -20 20 -22 24 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0020225990149042345 0.02162617365845914 0.044328940408174422 -0.0010995333810866843 0.0012746182320299638 0.021370207839328442 6.9263665598752339e-06 0.013755069708505563 -0.00018872635541227259 -5.1879433427979599e-05 0.10001341211052568 0.02928397745286376 0.00013676870898440482 0.0011588899245792677 0.099197110465346447 -0.10007753440756031 -0.0038166227683847304 -0.035944901314906116 0.067578425445633125 -0.0021072742702846563 0.00014538986245443727 0.0051851440597951498 -7.9181591655740297e-05 -0.003272932619277641 -0.0020692015714583486 0.0012164777744435498 -0.00019274221034715666 0.00029787939319768239 -0.0044086527387879916 -4.6107056094947952e-05 0.0025225512073932515
leaf_weight=0.0014089507655071099 0.0022535174421339779 0.001051558891028548 0.53635812435264441 1.0210259328214299 0.0013486436424788853 1.5087157590208304 0.0012259553488566102 0.50091664110882372 16.131439528472999 0.0011989064805675298 0.012854452629872948 0.5004579946398735 0.51329271880422311 0.01006379958926118 0.0054369512508856133 0.009779026746400632 0.0047762762524143909 0.013731124956393614 0.53391814750884314 2.015832903985276 0.54786176163912603 3.517662241934179 0.52104920970398694 0.51437163779441775 1.0126304255354623 7.0628351380073777 0.50100998374551931 0.53772680678480445 3.9188378715720518 0.51550894793035695
leaf_count=216 12 102 194 31 608 34 234 93 1288 3 37 2 41 16 19 26 25 20 123 44 101 80 63 194 27 226 21 68 62 24
internal_value=-2.15884e-07 0.0177869 -1.25856e-06 1.29572e-05 -1.99175e-05 0.000518578 -2.11713e-05 -2.19129e-05 6.59139e-05 0.0564031 6.06323e-05 0.000376327 0.00376251 0.0273568 0.0118347 0.0348425 -0.0700855 0.0490626 0.000153202 0.000301919 0.00122239 -0.000123132 -0.00160245 -0.000114217 0.00021043 -0.000196178 -0.000442225 -0.00213857 0.000207725 0.00118637
internal_weight=41.9766 0.00246051 41.9741 41.4378 38.908 2.52974 38.9058 38.9044 25.8676 0.00242486 25.8652 9.21935 0.569934 0.0566416 0.0465778 0.0363646 0.0102132 0.0265856 8.64941 8.11549 2.56369 5.5518 1.02151 16.6458 4.53029 13.0368 8.10157 1.03874 4.93526 1.01643
internal_count=4034 318 3716 3522 3457 65 3445 2837 2343 237 2106 624 184 143 127 83 44 57 440 317 145 172 65 1482 107 494 315 89 179 117
is_linear=0
shrinkage=0.1


Tree=622
num_leaves=31
num_cat=0
split_feature=12 4 20 22 2 5 15 6 15 21 14 19 21 7 4 22 3 20 13 4 14 14 20 20 12 21 3 6 9 4
split_gain=7.51197e-05 0.000234789 0.000110915 0.0016608 0.00126534 0.000445025 0.000207593 9.43123e-05 7.0543e-05 0.000404005 0.000156898 6.85197e-05 6.35233e-05 0.000268676 0.000236579 0.000504531 0.00134162 0.000392698 0.00048717 6.08055e-05 0.00234942 0.000165004 0.000115432 5.71433e-05 0.00021009 0.00102127 0.0124551 0.00322315 0.00397724 0.0023413
threshold=82.696898122450008 143.78867033265001 34.654301448200009 -0.08262499999999999 72.843776848050013 19.925387549600003 37.050691080100002 15.365359009150003 46.074827201850006 15.285239689500001 151.21503237055003 14.651182102100002 15.039695091900002 22.775216856700002 156.01728445355005 -0.50001499999999999 88.315849585200013 39.577821550850011 104.08096806215002 159.10550013555002 160.86431312405003 161.40546423680004 40.720231579350006 41.481306584950012 208.68539434980002 13.656939542650003 93.431985407450014 15.710367070250003 208.07152902175002 287.29288006360008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 6 -5 -6 -2 -1 10 -10 -4 12 14 -14 -12 16 17 -16 -19 22 -21 -22 -17 24 -23 26 27 28 29 -26
right_child=2 -3 8 4 5 -7 -8 -9 9 -11 11 -13 13 -15 15 19 -18 18 -20 20 21 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.001161436503548981 0.045074983110064894 -0.0024282039478667802 -0.027149988007697315 0.050234574330796138 -0.091425935748953913 -0.011232054278180919 0.10000957303945977 -0.00077126453299934694 -0.0028968050330319696 0.0005278360640122064 -0.031473099218553249 0.0011880741955224601 0.00089282395404266925 -0.0023276348443990939 -0.052331244550539925 0.00015703128774646697 -0.095542342955804105 -0.021554641295896876 0.050066558303614228 -0.088693320501061212 -0.01818305178210388 3.12588144467762e-05 0.0018934569962636948 -0.00011629789705322862 -0.10009876437459131 -4.4896199790922845e-05 0.00095812450002576231 0.092618267217195904 0.073482041240502033 0.021611708472413647
leaf_weight=0.50572968211965752 0.0013284648466888732 0.51438389618004121 0.0021206026683334702 0.0014898395235632975 0.0019186152098214348 0.0010823793794481062 0.0014266077560023405 0.50422072931887385 0.52318745210145223 1.0084550618012853 0.002379515807148346 0.52318745868014005 0.51208040274175215 0.52428481626038226 0.0010636893697454344 1.5084643475777419 0.0020188717635392095 0.0017928589781321946 0.0020195070125055281 0.0029840910942401369 0.0049674055449021584 19.108401242890789 0.51304437609442732 13.65958925707845 0.002712063793297915 2.0006846780133749 0.50912113393651848 0.018034205199910502 0.0090011335851537533 0.0037882002226919953
leaf_count=13 176 60 22 7 95 18 9 58 159 20 7 54 85 177 88 59 96 122 25 12 11 801 64 1438 7 22 25 47 123 134
internal_value=-4.6991e-08 -0.000689182 2.59222e-05 0.0123971 -0.0251016 -0.0625021 0.0735207 0.00019653 2.37058e-05 -0.000641973 4.99082e-05 5.13907e-05 3.58982e-05 -0.000736368 5.73266e-05 5.93355e-05 -0.0269889 0.0013948 0.0163849 6.43299e-05 3.38009e-05 4.1298e-05 0.000597724 4.38617e-05 0.000144903 0.000998722 0.00484637 0.0638758 0.0304371 -0.0291688
internal_weight=41.975 1.52433 40.4506 0.00724591 0.00449083 0.00300099 0.00275507 1.00995 40.4434 1.53164 38.9117 38.9096 38.3864 1.03637 37.3501 37.3477 0.00689493 0.00487606 0.00381237 37.3408 35.3193 35.3163 2.02151 35.3113 21.6517 2.54334 0.542657 0.0335356 0.0155014 0.00650026
internal_count=4034 131 3903 305 120 113 185 71 3598 179 3419 3397 3343 262 3081 3074 331 235 147 2743 2620 2608 123 2597 1159 358 336 311 264 141
is_linear=0
shrinkage=0.1


Tree=623
num_leaves=31
num_cat=0
split_feature=7 3 12 17 3 6 20 22 9 4 6 10 8 17 7 13 10 23 22 9 6 20 6 21 22 9 6 7 17 10
split_gain=7.10432e-05 0.000102741 6.26275e-05 0.00021203 7.53513e-05 6.55331e-05 0.000169679 0.00034892 0.000540904 0.000140746 0.000130363 0.00046093 0.00624739 0.00668776 0.00732889 0.00648262 0.00207957 0.00284047 0.000213889 0.000551062 0.000313011 0.000377881 0.000163575 0.000119273 9.65569e-05 0.000144345 0.000442397 0.000103491 9.59587e-05 0.000184024
threshold=19.716522186550005 105.50853932945002 82.696898122450008 183.19621122360005 82.59481068365001 16.465384711100004 40.633548727200008 -0.059424999999999999 192.57902085675002 181.80369070585002 14.845346859150002 62.55235532115001 8.3434888241000014 203.00435256470004 23.032902590750002 112.64908412395 66.964115113200009 0.099855000000000027 -0.078649999999999984 194.04304600165003 16.405383309150004 43.182896969600009 14.545339849550002 7.7834773016000005 -0.074999999999999997 205.22231928645002 16.505385645700006 23.109894804950002 192.94032447935004 62.057679025150001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 10 9 24 -9 -7 22 18 -13 14 -14 -15 -16 -18 20 -20 21 -12 -4 -22 25 26 -8 -28 -11 -30
right_child=2 -3 5 -5 -6 6 7 8 -10 28 11 12 13 15 16 -17 17 -19 19 -21 23 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.041015946962759273 -0.00065786439302894335 -0.00043022802367505909 2.6714794087667969e-06 -0.0022879566879455988 0.0010677602450088525 0.0018557658970698354 -0.003436264882382654 0.00016402441098188213 -0.0043852474608725598 -0.00010448431346273091 -0.0035406941233796629 -0.00036895213685933005 -0.027491754350132142 -0.10010421112248313 0.09827051287880971 0.024357063073033133 0.0086858034299302032 0.092669867328504615 0.00023643444600449667 0.0038003395373881889 -6.007260010728452e-05 0.00028139414330169567 -0.0017795289778064075 0.00098046262151624502 0.00071995468665300103 0.00026483253825010904 4.2562998403625945e-05 -0.0011529735194251854 0.0023135286366657115 -0.00037028274842583128
leaf_weight=0.0010328372038405078 0.50380400372623657 0.0014209715465114403 16.105691612955066 0.51222799757805848 0.50839729720113525 0.51635115496604278 0.51582111756851112 0.51600910217491269 0.52960094436452954 3.9177822983102626 0.52825949207803347 0.54112542754118109 0.0086584902965114452 0.0062198572250622411 0.018485824820345442 0.012790875211521779 0.0083612478647410171 0.0077690673642791799 2.0171506011872693 0.55274633751399083 4.013629375021055 0.50687937971200903 0.53200884262642389 1.5183563588201421 1.007917004922448 2.5080571515978907 2.5177964929683694 1.0163385768272517 0.51556010054900958 0.50647101775211922
leaf_count=66 11 252 1945 62 41 81 54 57 83 119 86 137 26 28 26 35 34 9 60 134 54 47 286 34 18 51 110 31 34 23
internal_value=1.03066e-07 0.017015 -8.91715e-07 -0.000630101 0.000208863 2.28236e-05 -0.000151479 -0.000427922 -0.00214018 0.000284835 0.000115781 0.000406325 0.00308318 0.0330747 0.0547932 -0.0163637 0.0753751 0.0491362 0.000229545 0.00100298 -7.31203e-05 -0.00166912 -5.43163e-05 0.000225522 -0.000191288 -0.00033134 -0.000700537 -0.000301247 0.000120628 0.000983557
internal_weight=41.9727 0.00245381 41.9703 1.52443 1.0122 40.4458 14.0677 8.61154 1.04561 5.45616 26.3781 9.74043 0.603411 0.0622854 0.0432746 0.0190107 0.0346161 0.0161303 9.13702 2.5699 6.56712 1.03514 16.6377 5.53199 7.56593 6.55801 4.04996 3.53414 4.93981 1.02203
internal_count=4034 318 3716 114 52 3602 661 404 140 257 2941 710 295 158 95 63 69 43 415 194 221 133 2231 88 264 246 195 141 176 57
is_linear=0
shrinkage=0.1


Tree=624
num_leaves=31
num_cat=0
split_feature=0 10 19 7 15 21 19 21 22 13 16 19 22 20 20 6 17 5 15 20 22 19 3 22 15 22 5 17 16 6
split_gain=6.33928e-05 0.00101323 0.000379418 0.000338828 6.20591e-05 0.000319796 0.000120821 6.02842e-05 0.000292695 0.000276859 0.00020631 6.3012e-05 0.000218272 0.000461174 0.00138958 0.000252102 0.000142666 0.000295467 0.000117987 8.51182e-05 6.91924e-05 0.000155843 0.00709343 0.00196579 0.000782645 0.000651526 0.0006345 0.00283558 8.4782e-05 9.093e-05
threshold=83.503509531750026 58.167480110400007 14.351157895250003 21.946499523750003 46.074827201850006 15.285239689500001 14.651182102100002 14.169342482300001 -0.053159999999999992 117.66037007905001 22.604947139800004 14.351157895250003 -0.078649999999999984 40.467253020850002 42.536568606950006 16.425383776450001 192.61429575720004 23.195398057700004 41.800301886400014 42.753078181500008 -0.095854999999999996 13.151061067750001 81.93344998355002 -0.15447999999999998 28.343014915050002 -0.59502499999999992 17.505247228350004 201.71342726775001 18.874955862150003 16.435384010100005
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 7 11 10 -10 -9 20 15 18 -15 -13 17 -17 -14 -16 21 22 -2 25 26 -24 27 -25 -23 -30
right_child=4 3 -4 -5 5 -7 -8 8 9 -11 -12 12 13 14 19 16 -18 -19 -20 -21 -22 28 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.011266347327448982 -0.00032142136188676818 -0.021578715163866738 0.050880496139509152 -0.10002506565331577 -0.002628305766496768 0.00041848982864616338 0.0015335387601945025 0.0019693058541671422 -0.0034557525366178234 -0.0001490478524696897 -0.00027042816570161391 -0.0022221826876109817 -0.00055673287661713023 0.0062073134670043179 0.00088743682435122825 0.0027733319407013111 -0.00022381232069429571 -0.00062047234522482491 0.00089736385175515564 -0.00094615766982617054 -0.00011693049872783103 -0.0011269991038071465 0.026069617224741388 -0.10006794464518279 0.092252320766480891 -0.083891337754009851 0.074240512603856709 0.10003891455886547 0.00075189663765534015 -0.000115101821500088
leaf_weight=0.0019313177184190336 0.50619783242819016 0.0010139121704758614 0.0019993872635950538 0.0012049208375639608 0.52344448248436393 1.0077007089303149 0.52436785447025513 0.5167991770245427 0.51327323083256204 0.49971944175194949 2.0140831673470529 0.53199248736946447 1.560197615151991 0.55085309499683877 0.50408182772190435 0.52523647922862415 3.5234923555542537 0.50143051915711112 0.86872412523371156 0.50862640706054663 21.231829882137468 0.50363827551716855 0.0011081885062225174 0.0012601525131721572 0.0097523137527948389 0.0010487824063415141 0.003914480515831098 0.0016165556317702112 2.0245573515666706 3.0054448535901201
leaf_count=307 560 285 28 28 154 20 50 209 83 4 38 82 39 98 53 48 78 12 23 23 1318 157 17 44 20 93 10 2 120 31
internal_value=3.2854e-07 -0.010152 0.0203452 -0.0641784 1.81628e-06 -0.000623102 2.5481e-05 5.66642e-06 -0.000388038 -0.00182452 0.000186919 4.4034e-05 0.00027231 0.000825643 0.0021652 -0.000162383 7.84435e-05 0.00111578 -3.66631e-05 -3.34746e-05 -3.18726e-05 0.000266208 0.00191296 0.0623947 0.0741019 -0.0273966 0.0480373 0.0123814 0.000110005 0.000233862
internal_weight=41.9705 0.00614954 0.0039307 0.00221883 41.9644 1.53115 40.4332 39.9089 3.54388 1.01299 2.53088 36.365 9.07463 3.99248 1.56356 5.08215 4.55016 1.02667 2.42892 1.01271 27.2904 6.05854 0.524898 0.0187005 0.0165435 0.00215697 0.00679119 0.00287671 5.53364 5.03
internal_count=4034 648 335 313 3386 174 3212 3162 334 87 247 2828 456 236 174 220 138 60 62 76 2372 1054 746 186 76 110 56 46 308 151
is_linear=0
shrinkage=0.1


Tree=625
num_leaves=31
num_cat=0
split_feature=7 8 8 5 4 16 14 6 20 20 14 16 22 20 21 10 6 21 19 21 22 6 6 3 18 21 19 9 7 5
split_gain=6.87018e-05 6.33131e-05 6.68765e-05 9.42922e-05 8.57479e-05 0.000306221 6.67496e-05 6.26272e-05 0.000173664 0.00039827 0.000167492 0.000178922 0.000375476 0.000154001 0.000153837 0.000130656 0.000176612 0.000170307 0.000164563 0.000151658 0.000173607 0.000129375 0.000105124 0.000279439 0.000145359 0.000100918 9.28362e-05 8.87344e-05 8.32137e-05 6.99812e-05
threshold=19.078733418100004 8.8430989333000021 8.7431769115000026 21.991679690250006 137.02556730370003 12.604970524100002 143.06733454090002 16.465384711100004 40.241071441700008 40.003678352300007 164.30896597920002 22.644947046300004 -0.078504999999999991 40.377444152000002 15.173983806500003 62.00390986255001 16.445384243750002 3.2025200283000004 14.151141757350002 13.279159471700002 -0.117885 16.485385178400005 14.865347326450001 83.326071295150015 12.971888692100002 4.0847671134500008 14.451165964200003 214.65508306360002 24.054467534550003 24.218679034200004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -6 -7 8 9 22 -10 13 -13 -12 21 18 17 -17 -15 25 -21 -9 23 27 -24 -19 -27 -8 29 -23
right_child=1 -3 3 -5 5 6 7 14 10 -11 11 12 -14 15 -16 16 -18 19 -20 20 -22 28 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.020933569617246642 0.019438063837186242 -0.0010797818307456744 0.0012542217564104393 9.6889709008316515e-06 -0.039775286798054019 -0.021432640281993598 5.9991749721600803e-05 -0.0016825522008844535 0.0020086704819841207 -0.0030153623467325712 0.0017981164118299527 9.0677584418955218e-05 0.0033927804678007957 0.00022188841653749086 -0.0018825886036288157 0.00178731299180619 0.0013823021578039931 -0.0015264605357074548 -0.0023279405752224514 -0.00020494413551020677 0.0024083918609705949 7.2515131778258979e-05 -0.00045067203228857399 -0.00248664958082846 0.0019043190272207162 -3.0429389065257262e-05 -0.0013980230277605256 -0.0013365597807216676 -0.0013158491381588381 -0.00079639430353907253
leaf_weight=0.0015677728765258738 0.0022649242515048176 0.53644377390061393 1.0206192946834556 1.5087008918063842 0.0019374122468097657 0.0014554866647732414 4.5334325046284709 0.51205712355547817 0.5165681289407712 0.51857592794212859 0.51022024797461085 1.0098014457462907 0.52254233462372113 0.50103832810271132 0.51917675392049289 0.52253228850710698 1.0133983128899888 0.50905592867056348 0.51150931673620903 0.50053441808556509 0.51652030377397296 10.482777828015767 0.50156495199746565 0.53362170584231972 0.54896872960033249 11.566688565002025 0.51862352834194503 0.50571784836592204 0.50501132371403024 1.016806145797317
leaf_count=241 19 201 31 34 911 5 244 38 78 64 27 39 50 13 31 219 20 47 55 113 77 180 21 169 150 567 40 60 34 256
internal_value=4.22378e-07 -3.59606e-07 1.36164e-05 0.000511877 -1.87791e-05 -1.99119e-05 -1.79318e-05 -1.71305e-05 7.29586e-05 -0.000346576 0.000233024 0.000182633 0.00121672 8.75777e-05 -0.000195852 3.35705e-05 0.000107087 1.56546e-05 -0.00106621 -5.2358e-05 0.00112226 -0.000125888 -0.000137622 -0.000310597 0.000779956 -0.000147214 -8.91177e-05 -8.0163e-05 -5.94887e-05 -4.31482e-06
internal_weight=41.9697 41.9682 41.4317 2.52932 38.9024 38.9001 38.8982 38.8967 25.8609 7.14188 18.719 18.2025 1.53234 16.6701 13.0358 16.1599 15.1474 14.134 1.01255 13.6114 1.01705 12.5167 6.62331 5.57277 1.05053 12.5944 12.0853 5.03915 12.0046 11.4996
internal_count=4034 3793 3592 65 3527 3508 2597 2592 2053 708 1345 1267 89 1178 539 1151 1083 1063 68 844 190 508 644 473 171 654 607 304 470 436
is_linear=0
shrinkage=0.1


Tree=626
num_leaves=31
num_cat=0
split_feature=17 15 12 4 14 14 6 20 17 22 8 2 17 22 18 6 12 8 22 9 23 3 21 23 2 3 9 6 7 23
split_gain=6.20169e-05 6.28696e-05 5.38042e-05 0.000209253 9.09247e-05 0.000270813 5.13713e-05 0.00015304 0.000242988 0.000221662 0.000593275 0.000207811 0.000157935 0.000139368 0.000129373 0.000164941 0.000387153 0.000366054 0.000237337 0.000467057 0.000258985 0.000199896 0.00011542 0.000376011 0.0148932 0.00016696 0.00011515 0.000412758 8.78801e-05 8.03356e-05
threshold=162.13109061465002 14.022476987850002 82.696898122450008 143.78867033265001 151.21503237055003 156.61564208075004 16.465384711100004 40.563919884450009 192.94032447935004 -0.059424999999999999 8.3434888241000014 97.254132369200008 191.58460912770002 -0.074349999999999986 13.112573650350003 14.845346859150002 135.71835115270002 8.8430989333000021 -0.067109999999999989 194.04304600165003 0.09551500000000003 92.598563387050021 7.0441631297000011 0.11922500000000003 168.84984911130002 83.538459487450012 205.22231928645002 16.505385645700006 23.109894804950002 0.11002000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 14 8 11 13 12 -8 -11 26 -7 22 17 -17 20 -20 21 -18 25 24 -24 -16 27 -9 29 -29
right_child=1 2 4 -5 5 6 7 9 -10 10 -12 -13 -14 -15 15 16 18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.02425438666324822 0.021753840986009819 0.00025365153203388914 -0.020372415599643694 -0.0022232531092144544 0.031897022825193432 -0.0014415006705496584 0.0019670404935755097 -0.0032302842439467295 0.0023392706642183215 0.0011881642813405934 -0.0041805240224212174 -0.00017562131217496518 -0.0013070276208635085 0.0014464033126069384 0.00011214718736034166 0.0040444714741626215 0.0019557598034068307 0.00031894699991845692 0.00024378044466075128 0.0036085037625535193 -0.0022137242424645621 -7.151339508343357e-05 -0.098744158725270106 4.8561130804310076e-05 -0.00011178337212166037 -0.0016775912153098012 0.00027550100973065654 -0.00018877549851153009 -0.0010315268595351551 0.0011904723562261574
leaf_weight=0.0010541538165672595 0.0013286049691093585 1.0100567897567092 0.0021858611272865805 0.51497510235195409 0.0026655015966515752 0.53097173246341256 0.51182733048602447 0.51641662277869649 0.52925959786830379 0.51043379245897236 0.52975418510181871 3.9149575226973559 0.50428633620857832 0.50797223390900104 14.059366313328733 0.55530764968199153 0.53863748840241488 0.50229582980728082 1.5077154081759414 0.56794904005479896 0.5175652196401187 5.0137464885974632 0.015778963715743832 1.5046030271528252 0.51405375230262784 0.5413031551121773 2.5081568001895347 2.5098376920211716 1.0171145501568046 0.50773274826345005
leaf_count=353 505 68 21 54 9 131 51 55 63 65 81 170 16 16 635 179 95 9 33 114 58 99 232 44 306 304 59 169 31 9
internal_value=4.09795e-07 1.01902e-06 3.30365e-07 -0.000582753 2.2318e-05 2.34204e-05 2.13194e-05 -0.000132995 0.000314226 -0.000376248 -0.001468 7.21144e-05 -5.18734e-05 -0.000153421 0.000103645 0.000135397 0.000475082 0.00227508 0.000241375 0.00116445 -7.42759e-05 0.000125153 -5.25302e-05 -0.000758185 -0.00304916 4.57947e-05 -0.000268542 -0.00056837 -0.00022766 4.32951e-05
internal_weight=41.9693 41.9683 41.9669 1.52503 40.4419 40.4397 40.437 14.0677 4.95604 9.1117 1.54447 4.42678 1.01472 7.56723 26.3693 25.8383 9.20322 1.0576 8.14561 2.07566 6.06995 5.55238 16.6351 2.03444 0.529833 14.6007 7.05926 4.5511 4.03468 3.01757
internal_count=4034 3681 3176 122 3054 3033 3024 785 284 501 162 221 81 339 2239 2108 587 188 399 147 252 194 1521 582 538 939 323 264 209 178
is_linear=0
shrinkage=0.1


Tree=627
num_leaves=31
num_cat=0
split_feature=19 22 22 23 18 23 12 4 18 20 23 7 20 12 20 3 6 2 2 15 17 3 3 6 3 5 15 18 23 20
split_gain=5.99077e-05 0.000187241 5.91011e-05 4.9942e-05 0.000174339 0.000136489 0.00045439 0.00144198 0.000402225 7.63245e-05 9.92322e-05 0.000191617 5.84304e-05 0.000246531 0.00603864 0.00470191 0.00583992 0.00190818 0.0057149 0.000619917 0.000245679 0.00356661 0.00227561 0.0042781 0.00244435 0.00023798 0.000597666 0.000204463 0.000320499 0.00019644
threshold=14.651182102100002 -0.086139999999999994 0.26941000000000009 0.049900000000000007 14.420596409350003 0.079605000000000023 77.955876436550014 137.02556730370003 15.243791139250002 39.792680591700012 -0.24663499999999999 24.002506000500002 41.481306584950012 224.53874944810002 42.899217095850013 92.058183302850011 15.635365317800002 217.08409765600001 222.71270326640004 26.912781836550003 188.83172615260003 93.846007959550022 85.302088021000017 16.455384477450004 93.431985407450014 13.264960807550002 26.135540888150004 13.3584252364 0.11002000000000002 40.984321400500008
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 8 7 -7 -5 -1 -11 -12 25 20 15 16 19 -17 -19 -15 21 22 -14 24 -24 26 -8 28 -22 -27
right_child=1 -3 -4 5 -6 6 12 -9 -10 10 11 -13 13 14 -16 17 -18 18 -20 -21 27 -23 23 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0010522770923923276 -0.00061378535662323435 0.002082924556494805 -0.0010858840875157278 0.0032330110372432146 -0.0020263756371566195 0.034018845728408263 -0.014071411207899717 -0.099001035448305408 6.4768473584051499e-06 1.7225796928635542e-05 -0.0024613055711212154 0.00028565010299155049 -0.086229597156570137 -0.011278049721617341 0.00034162156954615656 -0.10023828886348096 0.078528464279222665 0.04862127167508784 -0.10015339255799689 -0.1001352621745755 0.0030752604505397052 -0.00038107119929359592 0.091473004106769104 -0.071565742324342277 -0.015262071752838611 -4.7516038609690942e-05 0.084222296020205534 -0.00013136311163720752 -0.00045382290788065243 0.00076252180973925964
leaf_weight=0.51309830291576286 0.50784410905689015 0.52225010854910781 0.51246210553038807 0.52021027650049534 0.52024376299809283 0.0015210890728655216 0.0013493643728555984 0.0017554265866694951 1.5016468282545252 3.5108951530907371 0.51431410499125607 0.50160449626491754 0.007309636514731487 0.0010521218359621498 0.51201762648232574 0.01091149433469063 0.0056768585272948258 0.0042904522852040827 0.006483984492726691 0.0030941053351689618 0.52936159539076288 0.50516081304020233 0.0036442982177444794 0.0082082486551371403 0.0052173351928104239 18.587704411601234 0.0011422373831919685 8.5766743969606161 0.50078092104324412 3.5685275865497337
leaf_count=190 22 55 164 208 221 20 262 28 340 171 288 11 170 37 140 21 13 3 57 53 83 133 35 17 22 744 20 357 10 139
internal_value=2.33379e-07 0.000753427 -1.87195e-05 -5.19079e-06 -0.000283519 3.91977e-05 -9.89568e-06 -0.0372479 0.000836642 -0.000103613 -0.000234629 -0.00110501 -6.18021e-06 -0.00019832 -0.00227315 -0.0447629 0.0126335 -0.0707618 -0.0409103 -0.0775874 -8.70639e-05 -0.00218399 -0.0395418 -0.0195492 0.0286321 8.64256e-05 0.0309899 2.85214e-05 0.00135967 8.29503e-05
internal_weight=41.9665 1.03009 40.9364 40.4239 5.56016 34.8637 32.8419 0.00327652 2.02186 5.03991 4.52681 1.01592 32.8386 10.6799 0.543527 0.031509 0.00982309 0.0216859 0.0107744 0.00414623 10.1364 0.52954 0.0243795 0.0170699 0.00886163 22.1587 0.0024916 9.60682 1.03014 22.1562
internal_count=4034 77 3957 3793 881 2912 2364 48 548 660 470 299 2316 1151 324 184 103 81 60 90 827 377 244 74 57 1165 282 450 93 883
is_linear=0
shrinkage=0.1


Tree=628
num_leaves=31
num_cat=0
split_feature=7 8 19 23 7 5 20 6 20 8 18 10 9 0 21 20 5 8 18 15 21 22 5 15 7 6 15 3 3 23
split_gain=5.9155e-05 5.46055e-05 6.43818e-05 0.000431578 0.000242305 0.000201967 0.00029908 0.000171138 0.000148947 0.000108171 0.000219832 7.00178e-05 0.000447085 0.00246963 0.000256538 0.00088268 0.000221772 8.10884e-05 8.00433e-05 0.00026959 0.000134315 0.000874838 0.000121516 0.000100213 9.35007e-05 0.000164074 0.000666267 0.000200876 0.000194749 0.000147846
threshold=19.078733418100004 8.8430989333000021 14.451165964200003 0.13041500000000003 21.506492748250004 20.849573174100005 40.563919884450009 16.605387982250004 41.035283712600005 8.6432548896500023 13.603286548350003 61.987779113750001 183.49441567960005 86.420486603250012 10.003699902950002 40.206947806850003 13.716117217950002 8.4434108459500017 13.552878921100001 39.883592142850006 6.088545839700001 -0.081354999999999997 21.850554661550003 40.94720173475001 23.822419043000004 14.745344522600002 34.694997775350011 83.538459487450012 91.496295553550013 0.085895000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 7 -7 -4 -8 10 -10 14 13 -13 15 -6 -15 -16 20 24 21 -14 -22 -24 29 27 -27 -26 -29 -20
right_child=1 -3 3 -5 11 6 8 -9 9 -11 -12 12 18 16 17 -17 -18 -19 19 -21 22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=0.019454480517377991 -0.048130363121057451 -0.0010030045525743678 -0.002465269248016697 0.0030809311955457483 4.6090425006056919e-05 0.0024762192380442857 -0.0015608884737276488 0.0001168261671642063 7.8334440385339631e-05 -0.0010498674653939544 0.002384566314820698 -0.10006620420211604 -5.8490345219430642e-05 0.0063336979281528386 -0.000333500282716499 -0.0047646905232661685 0.066195094426664422 0.00070227286512555527 -4.0848294047488052e-05 -0.002314886356772084 -0.00074802761295431931 0.0045060687731325972 0.00094988492078667414 -4.7374073275040757e-05 2.5871390369800928e-05 0.0038755124308325244 4.0818202143937949e-05 -0.0027772624972045956 -1.4783414409879822e-05 -0.0015189296810279532
leaf_weight=0.0015629100440283086 0.0010475805175279565 0.53666360050404804 0.52616105890229181 0.51654593423972972 1.3637041754270263 0.57544752052672254 0.51102588046660491 0.501191851508338 2.020301203794685 0.50685048332290694 0.51962629646963154 0.0025069115755737186 2.0127393296283604 0.0010956769689110333 1.5096290997133208 0.52947167737268186 0.0014222397217366622 1.5137321788009641 2.0213032090314367 0.52483926341955722 1.5141772592896812 0.53056800800005266 1.5159408375475321 3.0052149775749921 14.587822768307648 0.55245132204379332 2.5192695001504433 0.5212876757661451 0.49995053559541702 1.0173229604820333
leaf_count=241 439 201 81 19 26 65 24 7 91 18 63 23 54 729 21 51 82 20 42 108 34 92 25 48 929 113 87 241 2 58
internal_value=-3.91974e-08 -7.63844e-07 1.2221e-05 0.000325051 -3.74631e-05 4.92036e-05 0.000361095 -0.0012056 1.89899e-05 0.000283978 0.000550151 -3.60536e-05 1.98394e-05 -0.0298064 -0.000386517 -0.00129936 0.0401463 0.000185089 2.47018e-05 -7.53734e-05 0.000284195 0.000893738 2.73313e-05 0.000287006 -2.12566e-05 6.24239e-05 0.000730491 -6.90456e-05 -0.00142488 -0.000535706
internal_weight=41.9609 41.9593 41.4226 5.67715 35.7455 5.1606 4.13325 1.02735 3.5578 3.04678 2.53993 35.7444 30.8279 0.00502483 4.91654 1.89318 0.00251792 3.02336 30.8229 22.2442 8.57864 2.54331 6.03533 4.52116 21.7194 18.6808 3.07172 15.6091 1.02124 3.03863
internal_count=4034 3793 3592 368 3224 349 261 88 196 172 154 2785 2667 834 118 77 811 41 1833 1580 253 146 107 73 1472 1372 200 1172 243 100
is_linear=0
shrinkage=0.1


Tree=629
num_leaves=31
num_cat=0
split_feature=12 17 20 15 2 20 14 3 20 22 16 4 14 18 18 19 23 15 9 5 6 23 10 12 18 7 22 3 4 22
split_gain=7.48456e-05 0.000235078 7.9358e-05 0.00146334 0.000989475 0.000544276 0.000101072 7.02467e-05 0.000608393 0.00927508 0.00393948 0.00304176 0.00432631 0.0016117 0.00245481 0.000127453 0.000327988 0.000340517 0.000317795 0.000528272 0.000142932 0.000300558 0.000134403 0.000126776 0.000409343 0.000445777 0.000184672 0.000221025 0.000121803 7.98241e-05
threshold=82.696898122450008 183.19621122360005 34.654301448200009 36.124429763000009 72.043920985000014 34.19870408380001 151.21503237055003 93.281431752200021 41.942745071500006 -0.097294999999999993 22.714946882600003 303.40376803900006 305.57537992420004 13.036600629150001 13.023291802750002 14.351157895250003 0.13041500000000003 35.098844929350008 196.64273721640004 20.872540794500004 16.395383075500003 0.087795000000000026 62.030794443850006 149.58082149560002 12.971888692100002 23.397000037200005 -0.018034999999999999 93.663192806700025 321.23864991185008 -0.077085000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 -4 15 23 -10 11 13 -13 14 29 22 17 -17 19 -19 21 -20 -8 24 -9 -26 27 -25 -28 -11
right_child=2 -3 6 -5 5 -7 7 8 9 10 -12 12 -14 -15 -16 16 -18 18 20 -21 -22 -23 -24 26 25 -27 28 -29 -30 -31
leaf_value=0.0001947425382318827 0.04544433481077062 -0.0024355749757633905 -0.021872720310370068 0.074711488650705024 -0.089996606623767961 -0.0029610369281269089 -0.0016156968647526174 -0.00018821662070765772 -0.00045586181883374029 -0.10003727376533096 0.083923697632090025 0.10007543883316881 -0.10005036576051574 -0.10013713703565581 0.085915416276343456 -0.0021926529820134755 0.0028749548610186729 0.00037677411622911565 0.00076928401991074836 0.0042702509013470523 0.00034744662109167023 -0.0026384982223362327 1.6063315831637792e-05 -0.0018667139994407466 0.0041203753956030979 -2.6326047985064684e-05 0.0019949861689855641 -0.000222265515384812 -0.00019081295536625491 -0.0635868604212287
leaf_weight=1.0124439577712667 0.0014329128753285503 0.51140901686239448 0.002107890135291223 0.0023463709258066956 0.0018151356726026249 0.0011892467375237137 0.51706773398281214 2.9139768614373622 0.50640877177305377 0.0014816213314098855 0.001756060916438428 0.0022777263075113288 0.00205463217400359 0.016923034582529806 0.0012621126661542803 0.52071547650666428 0.51847934657189387 1.003132131998427 0.51147335169616759 0.5339887919690226 4.5207821242402133 0.52392479345144238 21.226395382384815 1.0259548155154332 0.53850751763731108 0.49991193413734436 0.51773140165065512 4.0195126090838622 0.5022655088690744 0.0010105970892910782
leaf_count=69 7 62 22 17 241 40 15 128 240 13 14 1 64 102 5 75 21 8 51 98 42 53 2235 35 115 2 46 95 12 106
internal_value=-1.428e-08 -0.000687999 2.59129e-05 0.0108409 -0.0229328 -0.0555447 2.40982e-05 2.52399e-05 -0.000196575 -0.0034881 -0.0608581 -0.071024 0.00516526 -0.0869873 -0.0277128 0.000103576 0.000441304 0.000275583 0.000456775 0.00172935 0.000104717 -0.000955098 -2.27406e-05 -2.13919e-05 0.000419298 0.00212409 -0.000308556 -0.000556651 0.000918658 -0.0852566
internal_weight=41.9597 1.52385 40.4359 0.00678367 0.0044373 0.00300438 40.4291 40.427 10.551 0.533175 0.0267658 0.0250097 0.00433236 0.0206774 0.00375433 29.876 8.1325 7.61402 7.0933 1.53712 5.55618 1.0354 21.7435 10.0179 3.9524 1.03842 6.06546 5.04547 1.02 0.00249222
internal_count=4034 131 3903 305 288 281 3598 3576 978 545 305 291 65 226 124 2598 348 327 252 106 146 104 2250 433 245 117 188 130 58 119
is_linear=0
shrinkage=0.1


Tree=630
num_leaves=31
num_cat=0
split_feature=8 8 2 3 19 23 9 18 21 20 5 13 13 21 20 5 14 18 16 13 18 15 23 0 22 13 12 7 9 7
split_gain=8.81765e-05 7.78912e-05 9.13626e-05 0.000413095 6.69166e-05 0.00024901 0.000188016 0.000440439 0.000271791 0.000221761 0.00018291 0.000114215 0.000333687 0.000111221 0.000241222 8.82177e-05 8.27166e-05 0.000480938 0.0014718 0.000294067 7.42764e-05 0.000244908 0.000162987 0.000437958 0.000640903 0.000137444 9.93406e-05 0.000130518 0.000156996 0.00131835
threshold=8.8430989333000021 8.7431769115000026 74.580378076100018 93.765354215650021 14.451165964200003 0.13041500000000003 187.94830913940004 13.204532713600001 13.279159471700002 42.622319549950006 22.468249633400003 117.60660091645001 117.62810858150002 4.797392351550001 38.121007182500009 22.649179082500002 143.06733454090002 12.885811969150001 22.604947139800004 116.35915634395 13.552878921100001 39.883592142850006 0.09013000000000003 86.329079026800017 -0.101395 117.46680109370001 82.696898122450008 23.604435110900003 186.16747084260001 23.974509389900003
decision_type=2 2 2 2 2 2 2 2 2 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 11 6 -6 -8 9 10 -9 16 -13 14 -14 -15 -1 18 19 -18 22 26 25 -24 -25 -19 -22 -28 29 -29
right_child=-2 2 3 -5 5 -7 7 8 -10 -11 -12 12 13 15 -16 -17 17 20 -20 -21 21 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=0.017334633673407616 -0.0012751810599596165 -0.00018723549253562769 0.0033276456106005217 -0.00014276303360638844 0.001899586375598408 0.002399811897917659 -0.0027421929289981363 -8.9102300135879164e-05 0.0023958829195550525 -0.0019802792011898765 0.0019678768250551773 -0.0029462862904539085 0.0001074439262168222 -0.00013460622050733378 -0.0026371389713870882 0.0013814181506279395 -0.020158337737241974 -0.001726726693508034 -0.10011352223873959 0.051604515427204192 -0.0014184826250803481 -0.0022336166602740359 9.5815367064731898e-05 -7.5078334906299215e-05 0.0049094821844580996 2.8420949596127749e-05 -0.0015734641254838743 0.097841788666934298 2.720095670486843e-05 -0.052498742224322485
leaf_weight=0.0027508432303900978 0.5354880227740243 1.0030945856515239 0.5206534834778721 1.00520491892793 0.51647483380588965 0.51311624907521025 0.55973098962159884 2.5234026160833318 0.51530119777817152 0.51508654096826578 0.52165916196136652 0.5173316175731858 0.85925540541578216 1.5062227148519016 0.51048058085034809 0.51509727542369521 0.0010360881911956046 0.51108769151163524 0.0018618332132973592 0.0012720971558932703 0.51429107584868106 0.52472947544809656 3.0175684883195864 0.50286290264466516 0.52963787806598339 3.5125669317896779 0.52089072666760827 0.001219669983843691 19.675203712163214 0.001117893995035606
leaf_count=10 201 9 32 24 72 15 34 72 18 53 75 19 60 21 30 61 297 159 7 77 52 107 70 30 32 115 307 39 1334 602
internal_value=-1.74899e-07 1.63086e-05 0.000554075 0.00104141 -1.86603e-05 0.000299021 8.97778e-05 -0.00011188 0.000249373 -6.13163e-05 0.000263285 -7.28217e-05 -0.000580617 -0.000219716 -0.000915422 0.000251725 -5.12769e-06 -6.75479e-06 -0.033965 0.0193919 -1.92365e-06 -0.000100075 0.000256257 0.000704092 0.00248183 -0.000194519 -4.60241e-05 -1.10787e-05 3.02797e-05 0.0259444
internal_weight=41.9557 41.4202 2.52895 1.52586 38.8913 5.66477 5.15166 4.63518 4.07545 3.56015 3.04506 33.2265 3.90839 3.39106 1.36974 2.02132 29.3181 29.3153 0.00417002 0.00230819 29.3112 21.2375 8.07372 4.05007 1.0325 4.02365 20.7127 20.1984 19.6775 0.00233756
internal_count=4034 3833 65 56 3768 339 324 252 218 200 147 3429 191 172 90 82 3238 3228 381 374 2847 2441 406 132 62 274 2334 2282 1975 641
is_linear=0
shrinkage=0.1


Tree=631
num_leaves=31
num_cat=0
split_feature=8 22 19 20 2 12 14 17 21 22 15 16 20 19 22 16 22 6 3 20 15 12 22 2 15 21 20 23 22 4
split_gain=7.13656e-05 6.60807e-05 0.000192857 0.00031524 0.000816241 0.000143068 0.000114083 0.00108404 0.00459638 0.00109542 0.000278958 0.000337714 0.000151162 0.00014994 0.000131159 0.000240559 0.00021031 0.000765714 0.000106498 0.000411576 0.000131269 9.20461e-05 7.70981e-05 7.0028e-05 6.43264e-05 5.75152e-05 0.000283469 0.000146133 0.000211691 0.000148742
threshold=8.8430989333000021 -0.037054999999999998 14.451165964200003 42.066503896600004 102.94361713510001 89.368262418900017 312.63552438605007 179.11813834395002 1.0000000180025095e-35 -0.14831999999999998 43.890399822900008 22.654947022900004 40.098777110850008 14.451165964200003 -0.053159999999999992 15.454963859600001 -0.067109999999999989 14.865347326450001 93.181958801350021 41.243661560350013 37.870720399650004 103.54784004735002 -0.044409999999999998 53.810443956900009 45.169600924000008 10.109275982950003 41.806790701050012 0.10546000000000001 -0.117885 169.62532823300003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 4 -4 -3 7 8 22 -10 14 -12 -11 24 16 -16 25 23 20 -20 21 -7 -1 -18 -8 27 -27 29 -29 -9
right_child=-2 2 3 -5 -6 18 13 10 9 12 11 -13 -14 -15 15 -17 17 -19 19 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.064955273635273467 -0.0011467171596284858 0.0016881023130228667 -0.00052780463365099505 -0.0008176033135577868 0.004962242788351761 -0.0013257262869919466 0.00085268314679212611 0.0016226564559770004 0.0051704370411276186 -0.060221972527416935 -0.0035006939261074802 -0.00035601355596114455 -0.10032419909509378 0.0021518064481752916 0.00012618091224564617 -0.0015398143257437475 0.00040602401010396644 0.0042552783558210362 0.0029448872991991847 -0.0010593829522823372 -0.0016594933116537182 4.1945669373548512e-05 0.10000132738241929 -0.0012613193544077112 -0.00073587430377864479 6.5360499275275943e-07 0.002458815287662642 0.00018202165758944284 -0.002699700549691791 -9.8268081683027911e-05
leaf_weight=0.0011983015926423334 0.53590576236514564 0.51564785874629571 0.54622788378037401 0.51173189563560217 0.53709351325323951 0.51882222430085079 0.51102985157294678 0.5217027783121172 0.0014311435489753575 0.0011731931875829105 0.51728095509020966 1.0049914833378821 0.0047278418722577764 0.51633571209757168 2.0058543934497268 1.526144195198526 0.50136139243841193 0.53291646941943316 0.51736228620743796 0.5094450623238943 0.51892025049687696 9.5492135267228662 0.0013182970395800089 0.50624736088332734 0.50860811483715018 4.0202252782443342 0.5310938692198065 0.50451952769779496 0.51526061628949082 13.461317885613282
leaf_count=217 201 53 11 33 55 101 553 122 242 16 71 41 84 51 15 35 2 55 56 156 59 620 4 42 41 113 127 36 50 772
internal_value=-1.2537e-07 1.47099e-05 0.000194137 0.00122785 0.00219407 5.81998e-05 -7.42073e-05 -0.000123388 -0.0332937 -0.0733165 -0.000110895 -0.0014246 -0.0923514 0.000763379 -2.96892e-05 -0.00059368 6.47431e-05 0.00118968 -1.41674e-05 0.00095819 -0.000108474 -2.85327e-05 0.0833138 -0.00043169 6.02909e-05 -2.38824e-05 0.000287497 -0.000118344 -0.00127402 -3.40608e-05
internal_weight=41.9551 41.4192 13.7245 1.59505 1.08332 12.1294 27.6947 26.1588 0.00984878 0.00733218 26.1489 1.52227 0.00590104 1.53597 24.6266 3.532 21.0946 1.54053 11.6138 1.02681 10.587 10.068 0.0025166 1.00761 1.01964 19.5541 4.55132 15.0028 1.01978 13.983
internal_count=4034 3833 1144 99 66 1045 2689 2044 563 342 1481 112 100 645 1369 50 1319 99 992 212 780 721 221 44 594 1220 240 980 86 894
is_linear=0
shrinkage=0.1


Tree=632
num_leaves=31
num_cat=0
split_feature=12 8 4 8 16 5 22 22 7 2 6 17 22 21 22 6 16 21 12 2 23 20 21 23 6 18 22 22 6 17
split_gain=6.34675e-05 5.81882e-05 0.000104555 6.86567e-05 0.000241884 0.000100491 5.39102e-05 6.13815e-05 0.000142729 0.000465223 0.000229003 0.000136879 0.000124675 0.00028335 0.000141061 0.000744686 0.000111482 0.000137503 0.000106441 0.000103568 0.000100314 0.000232789 0.000489115 8.85189e-05 0.000151547 0.000466479 0.000188792 0.000125233 0.000430983 0.000164234
threshold=63.174563425750001 8.8430989333000021 142.34057910165004 8.7431769115000026 12.604970524100002 21.991679690250006 0.26941000000000009 -0.037054999999999998 23.032902590750002 115.72920527990001 16.485385178400005 205.10400128480003 -0.053159999999999992 3.2432014949500005 -0.067109999999999989 14.865347326450001 22.634947069650003 13.094317010850002 101.85466269095001 49.864842700850012 0.10546000000000001 41.092444989200011 14.136086967800003 0.09013000000000003 16.555386813950005 13.4793103924 -0.083954999999999988 -0.08786999999999999 16.425383776450001 193.50449793755004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 7 11 9 -9 16 12 14 -14 20 19 18 -18 -10 -16 23 22 -22 27 25 -25 -27 -6 -29 -30
right_child=1 -3 3 5 6 -7 -8 8 10 -11 -12 -13 13 -15 15 -17 17 -19 -20 -21 21 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=-0.014193891277465759 0.028711695727890681 -0.0010347751580028692 -0.035879387951763667 0.0012852887443661875 2.0119933830786632e-05 -1.5844791868747908e-08 -0.0010373362664718837 -0.00075046787022656984 0.0014928481685957781 0.0034188347303693656 -0.0013637780273769223 -0.0017085351049237454 0.00031091789027102407 -0.001621861424003509 0.00036552968715745904 0.0039572114474138781 0.0023389038616878663 1.719496221799079e-05 2.7647681484009603e-05 -0.0016592197349667923 -0.0039291300222295796 0.00017401170163049273 -0.00016390909219054359 0.0035631771742575002 -0.00011944015610728558 0.001974358395021429 -0.00014771731270268141 -0.0032901853991488005 -0.0010369248353260007 0.0014937953966742636
leaf_weight=0.0031500848550923824 0.0012695424274501424 0.53549992660378976 0.0018808946931007089 1.0196468792955813 8.5528148484665429 1.5078286215810797 0.51163564241517079 0.55033699272019965 0.52291947006643624 0.52098638689380306 1.0164507026973257 0.51536470138087764 1.506567632283349 1.5276051815930953 0.50122538208961642 0.53561086452505424 0.52014363913531159 0.50059984737890773 9.5640453248609401 0.50935446882148216 0.52673025596017398 2.0158697032639452 1.0000262567391471 0.52606579556003952 3.3609096974533372 0.52899433348324043 2.0206507564156482 0.5239688959415475 0.51021830944032565 0.51554164731204821
leaf_count=31 13 186 928 30 883 33 88 78 45 169 34 324 13 33 2 66 43 3 320 46 81 47 14 84 39 123 55 102 33 88
internal_value=-1.07895e-07 9.57917e-07 1.435e-05 1.34702e-05 -1.93553e-05 0.000518508 -1.76207e-05 -4.02462e-06 0.000170678 0.00127707 7.29142e-05 -9.55859e-05 -6.18801e-05 -0.000662172 2.23344e-05 0.000942709 0.000204384 0.00120028 0.000103605 -0.000654989 -4.85295e-05 -0.000531448 -0.00146291 5.49097e-05 0.000344743 0.000851967 0.000292566 -0.000129751 -0.000956876 0.000235002
internal_weight=41.9539 41.9508 41.4153 41.414 38.8865 2.52748 38.8846 38.373 13.1955 1.07132 12.1242 25.1775 24.6622 3.03417 21.628 1.54619 11.1077 1.02074 10.087 1.01058 20.0818 3.54263 1.52676 16.5392 6.43662 3.07571 2.54965 10.1025 1.54973 1.02576
internal_count=4034 4003 3817 3804 3741 63 2813 2725 692 247 445 2033 1709 46 1663 114 411 46 365 48 1549 142 95 1407 301 262 178 1106 223 121
is_linear=0
shrinkage=0.1


Tree=633
num_leaves=31
num_cat=0
split_feature=7 0 18 9 18 0 14 9 16 18 7 9 5 8 21 17 22 12 6 23 20 21 6 16 6 12 0 5 6 9
split_gain=5.68305e-05 0.00226678 0.000425109 0.000456469 0.000268969 0.000506058 0.000185366 0.000160473 8.2498e-05 7.15512e-05 0.000179298 0.000295278 0.000174857 7.15269e-05 0.000222138 0.000493687 0.000648399 0.000131049 0.000108589 0.000100892 0.000147743 8.38092e-05 0.000478252 0.000180888 0.000359423 0.000129019 7.65111e-05 7.15564e-05 8.3914e-05 7.12688e-05
threshold=23.203497038450006 85.764502819450016 13.314799198000001 190.73543849905005 13.192618516750001 86.692020874450009 257.84824695270004 211.87806469815004 22.674946976100003 13.077716774800001 22.620600126450004 200.52256857420005 21.876867948900003 8.543332867800002 7.3575695755500012 188.41589330430003 -0.089795 82.696898122450008 16.525386113000007 0.092505000000000018 39.577821550850011 3.2025200283000004 14.745344522600002 15.344964116800002 11.125259939900001 86.968866757150025 99.994511703900017 21.024411566050002 16.505385645700006 186.16747084260001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 4 -4 6 -6 9 -2 13 10 29 -12 -11 17 19 -16 -17 -3 21 27 -21 22 23 26 -25 -23 -19 28 -15 -1
right_child=1 8 3 -5 5 -7 -8 -9 -10 12 11 -13 -14 14 15 16 -18 18 -20 20 -22 25 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00016890533115185223 -0.052547547413764009 -0.0016100073072510973 3.4856078162656563e-05 -0.0041402938781039322 0.0036945520724240791 -0.00010780917371626903 -0.0020662127890352547 -0.10004396215008707 0.0013323068655966804 -0.0021934143498177371 0.0029201570806782901 -0.00047158506888283537 6.5942607665449887e-05 0.0017740161900106006 -8.2702607055552591e-05 0.00018110010238528768 0.0051612340259639877 0.0016547513799716551 -0.00100706485557087 0.00025328980647410106 -0.0021598395845749889 0.0015475927935269466 0.0032279752399136962 0.00084475392265122295 -0.0028936739678567937 -6.6886733041892537e-05 0.00014963596144871512 -0.00011977064590509529 -4.609394915992456e-05 -0.00063470925553416079
leaf_weight=2.3721872060103655 0.0010689138330935979 0.51276493030120462 0.50898487719354324 0.53932873896744837 0.5372077201097144 1.0045246476728662 0.51386002524532592 0.002126485390121502 0.5125695899969277 0.51961894009582454 0.5247892193099799 0.50240293917022427 1.005155128164162 0.51324366197698512 1.5000719417603252 0.50739677118053805 0.53930743629462063 0.50862025615013373 1.0132647187347164 0.50251679104576374 0.51243793812409422 0.50812435908571174 0.54350101665038142 0.50396248510606756 0.52517353915001763 19.138667180575286 1.0052911662242976 2.5115254808227587 0.50013452944358505 2.0635986814991902
leaf_count=461 51 47 281 98 90 29 168 27 49 31 39 9 86 44 13 28 34 32 20 21 20 11 182 52 150 1392 390 39 14 126
internal_value=-5.54109e-08 6.54464e-05 -0.00020686 -0.00211314 1.41181e-05 0.0012171 -0.000233119 -0.0841556 7.38938e-05 -9.83186e-05 7.07363e-05 0.00126125 -0.000704011 5.33162e-05 0.000332804 0.00108032 0.00274708 -2.83277e-05 5.82577e-06 -8.65355e-05 -0.000965069 5.09721e-05 0.000535394 -4.00657e-05 -0.00106299 -2.51315e-05 0.000655301 0.000166428 0.000875734 -0.000204949
internal_weight=41.9534 31.8618 10.0917 1.04831 9.04334 1.54173 7.50161 0.0031954 31.8586 6.98775 5.46298 1.02719 1.52477 31.346 7.08663 2.54678 1.0467 24.2594 23.7466 4.53986 1.01495 22.7333 3.08655 2.54305 1.02914 19.6468 1.51391 3.5249 1.01338 4.43579
internal_count=4034 2616 1418 379 1039 119 920 78 2538 752 635 48 117 2489 213 75 62 2276 2229 138 41 2209 806 624 202 1403 422 97 58 587
is_linear=0
shrinkage=0.1


Tree=634
num_leaves=31
num_cat=0
split_feature=5 23 7 23 12 15 22 17 20 15 3 20 20 23 15 3 3 9 6 17 14 20 21 22 13 15 9 14 12 21
split_gain=6.33505e-05 0.000200624 9.98261e-05 0.00018445 0.000115645 6.92983e-05 0.000320775 0.000466133 9.72552e-05 0.000267014 9.07335e-05 8.56423e-05 0.000324698 0.000296754 0.00197693 0.00012494 0.000133847 6.2132e-05 0.000258035 0.000565934 0.00013908 0.000110331 9.87407e-05 7.78848e-05 0.000176995 6.91662e-05 0.000152962 6.10074e-05 7.40013e-05 6.90722e-05
threshold=23.730745871350006 0.11082500000000002 23.051546669900002 0.096010000000000026 262.37111365865002 37.870720399650004 -0.067109999999999989 188.83172615260003 42.47354681640001 42.008841458800006 93.765354215650021 42.686561923500008 43.157831852650006 -0.24663499999999999 36.346245650200011 93.458869988800004 92.913112988300014 199.68228938305 14.815346158200002 201.96256717700001 161.40546423680004 37.903039192800001 0.37744949630000008 0.0041150000000000015 98.384125283750009 31.504255087500002 195.10791980860003 267.5497843826501 87.068884678600014 2.3223121640500004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 10 8 -8 -7 -10 11 13 -13 14 -1 16 17 20 22 -20 -15 -22 -19 25 -25 26 -23 28 -24 -30
right_child=1 -3 3 -5 -6 6 7 -9 9 -11 -12 12 -14 15 -16 -17 -18 18 19 -21 21 23 27 24 -26 -27 -28 -29 29 -31
leaf_value=-0.041780386534097533 -0.0014016146818253954 -0.0022236700846231163 -0.001583157326533048 0.0018310865609374727 9.8899743230658959e-05 -6.6208215328600261e-05 -0.00019964169954950615 0.0038524199880479088 0.0025548903909528844 -0.00066784924252066824 -0.0013592487546254112 -0.0027873965918157424 -7.7258555006195039e-05 -0.00097755699561153427 0.10001402441394572 0.0011335687722127063 -0.00068733977356625307 -0.0012688866694008181 0.0039971709186855716 -0.00061623887745146117 0.0014669172199447043 -0.00035858296088975863 0.00073935825584466183 9.7045895977049203e-05 -0.0021912729110566743 -2.559456663927988e-05 0.002092675752822746 0.0012168926653220115 -0.0011544409248708417 5.3920052649074586e-05
leaf_weight=0.0020120861640887657 0.51080879421464542 0.51306606830206636 0.5131010558160386 0.51643442317572397 2.0095281804946623 7.4034185390693477 0.56109092503174796 0.57465064806860511 0.52326094283438329 0.50540703632759687 0.51068717818500076 0.51779251145971184 3.0231729038896318 1.5254799365636529 0.0019230082980357111 1.0166003097838245 2.5189220579736178 0.50857418393917342 0.54022461571412417 0.5236418433235599 0.52391170494920647 0.50447153418172408 1.5110931782396502 1.0008417811358636 0.51037673183727239 5.0129313892278446 0.5138878262421116 0.51764175410583568 0.50717862202656139 7.0305607225504483
leaf_count=138 614 39 78 25 57 147 27 157 53 24 160 119 770 52 5 35 36 114 89 89 234 157 38 76 45 104 33 256 61 202
internal_value=-2.89919e-08 -0.000375292 -0.000108144 0.000109263 -0.00024323 4.02107e-05 0.000272888 0.00185058 6.0385e-05 0.000971488 -3.83935e-05 -1.41391e-05 -0.00047356 5.28891e-05 0.0275119 4.84362e-05 9.88559e-07 8.46247e-05 0.000245275 0.00172642 -0.000101935 6.36577e-05 8.88741e-05 -3.38144e-05 -0.000675777 0.000127038 0.000878379 0.000161056 0.000100656 -2.73848e-05
internal_weight=41.9527 4.06294 3.54987 3.03906 2.52263 37.8898 9.56783 1.13574 8.43209 1.02867 28.3219 27.8112 3.54097 24.2703 0.00393509 24.2663 23.2497 20.7308 11.1389 1.06387 9.5919 8.06642 10.075 7.54251 1.51122 6.03129 1.01836 9.56647 9.04883 7.53774
internal_count=4034 813 774 160 135 3221 408 184 224 77 2813 2653 889 1764 143 1621 1586 1550 849 178 701 649 671 415 121 294 190 557 301 263
is_linear=0
shrinkage=0.1


Tree=635
num_leaves=31
num_cat=0
split_feature=8 8 5 22 22 16 21 18 17 23 20 21 20 22 21 23 4 19 19 9 22 12 5 0 10 15 10 21 2 17
split_gain=7.66569e-05 7.21493e-05 8.46193e-05 6.15846e-05 6.19157e-05 0.000157257 0.000137554 0.000370802 0.000112014 0.000111424 0.000262834 0.000562867 0.000103365 9.23194e-05 0.000149051 0.000107663 0.000541126 8.82688e-05 9.58066e-05 0.000100011 7.84994e-05 0.00027866 0.00623938 0.00260994 0.00338543 0.00696478 0.00256709 0.000248249 8.17092e-05 0.00016065
threshold=8.8430989333000021 8.7431769115000026 21.991679690250006 0.26941000000000009 -0.037054999999999998 22.654947022900004 4.9769392210500003 15.182826537550001 205.10400128480003 0.10469000000000002 41.035283712600005 14.136086967800003 41.436838994450007 -0.053159999999999992 3.2432014949500005 0.093325000000000033 201.91631403790004 14.551174033150001 14.251149826300002 197.55459634620004 -0.099639999999999992 139.45036571045003 17.505247228350004 85.995710218650018 69.999384342500022 28.176737565850001 61.778079379550007 4.0847671134500008 189.28685862455004 201.53484968420003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 8 6 7 -6 9 13 11 -11 -12 15 -15 20 -17 18 -8 -20 21 22 -1 26 -25 -26 -24 -22 -29 -30
right_child=-2 2 -4 -5 5 -7 17 -9 -10 10 12 -13 -14 14 -16 16 -18 -19 19 -21 27 -23 23 24 25 -27 -28 28 29 -31
leaf_value=0.00016235589304889686 -0.0011886739248707819 0.0012365159719156041 5.725629891745975e-05 -0.0011082565843204459 0.0030194711004329221 0.0017893177138657724 6.2161522323465584e-05 0.00018995295878766592 -0.0015538416642319284 -0.004197537712194545 0.00088195194502106939 -0.00017398290815681487 -0.00054845820209339078 0.00021710840664120867 -0.0011854951628060067 6.7296265082894506e-05 0.0035117201117643142 0.0011644194684396136 -6.1689219131409468e-05 -0.0012122389896739585 -0.0022655991129547975 5.5802160151403544e-05 0.075248562502832253 0.099279018585284817 0.09980314495450314 -0.10005580505524739 -0.10005269142697522 -0.00016079433568339015 0.0020319261174902587 -0.00048126709027311528
leaf_weight=0.50238031335006805 0.53557950847061775 1.0200393007826272 1.5081400393028515 0.51152264840184258 0.54715107325331791 0.57481649129522416 5.5236427125897141 3.0165766421185483 0.51602262702012325 0.5323459126595752 1.0096229802134078 1.0023165560869527 1.0111211029238658 1.5056048893086393 1.5250858419421849 2.8805343827558549 0.54191240055853818 0.51348992304532082 1.5078365615371132 1.5142081980447981 0.53769733486185245 4.5167213370923847 0.0014344969824518347 0.01237656613739091 0.0039970041849513019 0.003092899050784581 0.0020000474273713237 8.0576031965037913 0.51479439759374723 0.50274138532563661
leaf_count=144 201 31 34 152 193 66 386 246 482 126 14 16 53 18 28 82 173 19 38 21 234 626 82 38 14 80 147 210 67 13
internal_value=2.95126e-08 1.54012e-05 0.00053305 -1.82515e-05 -3.72304e-06 0.000171721 9.80591e-05 0.000624378 -9.56814e-05 -6.51728e-05 -0.000583069 -0.00156968 0.000166217 2.20611e-05 -0.000488701 0.000107691 0.000612689 -0.000108986 -0.000185502 -0.000638177 -1.02442e-05 0.000309327 0.0024893 0.0535355 0.0677156 0.0126167 -0.0268351 -0.000177861 -5.4164e-05 0.000790214
internal_weight=41.9524 41.4168 2.52818 38.8886 38.3771 13.1977 12.6229 3.56373 25.1794 24.6634 3.55541 1.53466 2.02074 21.108 3.03069 18.0773 3.42245 9.05918 8.54569 3.02204 14.6548 5.042 0.525281 0.022901 0.0194665 0.0070899 0.00343454 9.61284 9.07514 1.01754
internal_count=4034 3833 65 3768 3616 969 903 439 2647 2165 209 142 67 1956 46 1910 255 464 445 59 1655 1131 505 361 132 94 229 524 290 80
is_linear=0
shrinkage=0.1


Tree=636
num_leaves=31
num_cat=0
split_feature=8 19 22 9 5 21 6 8 21 22 19 5 2 23 16 12 23 22 10 13 15 23 16 16 17 5 19 23 20 14
split_gain=6.20618e-05 6.62458e-05 0.000225172 0.000413729 0.000282486 0.000236153 0.000135711 0.000135497 0.000145265 0.000122807 0.00015019 0.00715089 0.00181449 0.000681759 0.000115643 0.000196051 0.000827553 0.000149157 0.000244334 0.000220125 0.000176218 0.000143759 8.18264e-05 0.000163395 0.000183836 0.000344352 0.000122392 0.000248754 7.51795e-05 6.42955e-05
threshold=8.8430989333000021 14.351157895250003 -0.063749999999999987 193.67618212375001 20.603398083600002 15.109659503850002 16.265380038000004 8.4434108459500017 4.6253815007000005 -0.096529999999999991 13.151061067750001 17.324237253850004 121.84632764400003 0.083495000000000028 18.924955745200005 168.82321781925 0.082745000000000027 -0.059424999999999999 72.01572794030001 104.79878638300001 24.273602154900001 0.098075000000000023 22.634947069650003 22.574947209950004 186.57794620975002 19.749058312400006 14.251149826300002 0.082935000000000023 39.896141435400004 148.67011998770002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 5 -4 -5 6 -3 -6 -9 10 11 -1 13 -13 17 16 -16 19 -19 20 -11 29 23 26 -25 -26 27 -17 -12 -20
right_child=-2 2 3 4 7 -7 -8 8 -10 14 28 12 -14 -15 15 22 -18 18 21 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=7.6229131704299964e-05 -0.0010689888580220684 -0.0017287675426628216 0.0034386853586250046 0.0025542494984148794 0.00089983836811467354 0.0020375751330405632 -7.2673815991547905e-05 0.00072390379287003192 -0.0012890106748718764 -0.0017801683132371874 0.0013238865719365136 0.029186493216651184 -0.02626897343812112 0.097995100755310385 -0.00023873539654819447 -0.00064726525563822657 -0.0045967452424520924 0.0023094247290435378 0.0012802011013670594 -0.0024870044313670286 0.00036479261045716644 -0.0015377709507436088 0.00023105509554966267 -0.00014657418736948159 -0.00018011809191965361 -0.0038514173866083913 -0.00047584987959859907 0.0024819420030818308 4.7849348463088668e-05 0.00011703732886566916
leaf_weight=0.51104595254852314 0.53596917606387862 0.52382822810431839 0.53413478473355214 0.51936066205962594 1.0145974693368773 0.51348953965367705 8.9349214874091469 0.5525173589919169 1.0210651968372984 0.51342669500699312 0.51424783775495786 0.0016823859203974412 0.0015748966232945203 0.0099922276741144442 2.0076516759800138 0.49955108100915169 0.55651567493782739 0.52386838252954326 0.50510994688374644 0.52001723783286014 1.5078686820476361 0.51296498663951773 3.0166589619109585 1.0004197260021928 0.50072090479079612 0.52164269775847494 1.5072928807821597 0.51690359347503545 4.5196095104345222 8.0320070728569917
leaf_count=730 201 71 75 25 35 35 345 25 30 198 159 72 179 73 38 12 111 283 4 137 64 96 61 9 3 39 18 30 358 518
internal_value=1.8904e-07 1.40258e-05 0.000194759 0.000867754 0.000425853 -5.10055e-05 -0.000164389 -1.24442e-06 -0.000582235 -7.44786e-05 0.000345968 0.00195668 0.0744874 0.0880793 -0.000179543 -0.000428937 -0.00118458 2.89294e-05 0.000209704 -0.000652109 -0.000180046 8.8161e-05 -0.000172749 -0.000440677 -0.0011103 -0.00205333 9.60229e-05 0.000944049 0.000178207 0.000185857
internal_weight=41.9507 41.4147 13.6139 3.64168 3.10754 9.97224 9.45875 2.58818 1.57358 27.8008 5.55815 0.524295 0.0132495 0.0116746 22.2426 10.1274 2.56417 12.1153 9.57395 2.54131 2.0213 9.05008 7.56319 4.54653 2.02278 1.02236 2.52375 1.01645 5.03386 8.53712
internal_count=4034 3833 641 190 115 451 416 90 55 3192 1571 1054 324 145 1621 321 149 1300 901 399 262 618 172 111 51 42 60 42 517 522
is_linear=0
shrinkage=0.1


Tree=637
num_leaves=31
num_cat=0
split_feature=15 21 22 19 20 16 23 5 8 8 2 10 13 17 17 21 16 22 7 23 10 9 18 21 20 20 18 18 22 9
split_gain=7.20689e-05 0.000207553 0.000161868 0.000106512 6.90795e-05 0.00146003 0.00193028 0.000648715 5.47876e-05 7.0508e-05 0.000117047 0.000103185 0.000418222 0.000171969 0.000309509 0.000122382 0.000117147 0.000193374 0.000325562 9.89609e-05 0.000206031 0.000120389 0.00591497 0.00590944 0.00413819 0.000972487 0.00111741 0.000730561 8.82051e-05 7.36495e-05
threshold=46.435439118750004 15.285239689500001 -0.63113999999999992 14.651182102100002 34.41230404325001 19.124955277500003 0.096995000000000012 16.078966488550005 8.8430989333000021 8.7431769115000026 74.580378076100018 61.987779113750001 117.62810858150002 188.19076296340003 191.75825325995004 14.894616075700002 22.654947022900004 -0.078504999999999991 22.620600126450004 0.11002000000000002 63.353515844050008 188.96048214565005 13.512826932300003 10.558528947350002 37.038444968100009 42.006870117350005 13.314799198000001 12.909082926650003 0.22598000000000004 190.16588783940003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 9 11 -11 12 -6 -14 -15 16 19 -18 -19 21 -21 22 23 24 -13 -26 -27 -23 29 -29
right_child=1 -3 3 -5 8 6 -8 -9 -10 10 -12 15 13 14 -16 -17 17 18 -20 20 -22 27 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.033141053317207542 -0.0022941929682265185 0.00016541638751796543 -0.0011910710253420101 0.0014425594017088293 -0.0031272732955372677 0.097682126467197317 -0.050935770227329882 -0.10005960082980828 -0.0010019062324699885 -0.00030462302381136826 0.001086845236664235 -0.056213406898775568 -0.00050435046456328994 0.0027292898569303563 -0.00072610313387235219 -0.0014658491100829499 1.0049324283389781e-05 -2.6978780893201639e-05 0.0035487401188402014 -0.00015812516228682629 -0.0023065742812295813 -0.07952044911698182 5.5062591846351098e-05 -0.10013646319882868 0.099765707538651466 -0.037672017817698543 0.095601777626436985 -0.0011208639489243475 -0.0012518319652976943 9.9883002916755805e-05
leaf_weight=0.0014714186851979552 0.52093711548358967 1.0048827673103486 0.0010505614755216266 0.52464090244220685 0.52014421223429863 0.0019907835262920059 0.0015577820922771934 0.0018019645663157613 0.52793381619585389 1.0021640776931229 1.5235711257282671 0.0022133074057263937 2.9141689144103329 0.51653272069324863 0.52038404568489227 0.52345798013477107 1.5083544446383146 0.5001881624048099 0.51866175741406551 3.0052567055413424 0.52421760628694158 0.0011539987390268838 1.0073411222993662 0.0022280152101092346 0.01393887539441252 0.0011983668731012634 0.0013243554956496872 0.50472505411646906 0.51201796482145567 23.74016747152865
leaf_count=62 129 19 143 67 361 55 16 60 150 8 49 15 94 28 41 237 28 3 41 27 132 6 655 17 49 86 19 22 86 1329
internal_value=3.17307e-07 -0.00067433 2.57822e-05 2.69895e-05 8.37531e-06 -0.0103792 0.0324405 -0.0636471 1.00421e-05 2.36142e-05 0.000534737 -1.14304e-05 -0.000461725 -0.000110817 0.000995176 5.07751e-05 7.57065e-05 0.000728971 0.0017933 1.9391e-05 -0.000477225 8.73648e-05 0.00114762 0.0537994 0.0721648 0.0894256 0.0322928 4.33307e-05 4.70394e-05 7.44698e-05
internal_weight=41.9497 1.52582 40.4239 40.4224 39.8977 0.00640109 0.00354857 0.00285253 39.8913 39.3634 2.52574 36.8377 4.47123 3.95109 1.03692 32.3664 31.843 2.5272 1.01885 29.3158 3.52947 25.7863 1.02824 0.0209029 0.0186749 0.0164616 0.00252272 24.7581 24.7569 24.2449
internal_count=4034 148 3886 3824 3757 274 71 203 3483 3333 57 3276 524 163 69 2752 2515 72 44 2443 159 2284 841 186 169 154 105 1443 1437 1351
is_linear=0
shrinkage=0.1


Tree=638
num_leaves=31
num_cat=0
split_feature=5 23 17 18 18 7 15 22 15 19 15 7 7 7 0 15 6 23 18 20 13 10 16 20 20 20 8 21 15 19
split_gain=6.21594e-05 0.000219914 0.000139234 0.000104054 7.81054e-05 5.94525e-05 5.31394e-05 0.000319833 9.72781e-05 7.0101e-05 9.78703e-05 0.000663419 0.00272223 0.00130233 0.000832137 0.000187863 0.000277515 0.000273969 0.0013666 0.000151298 0.000200689 0.000107557 9.31697e-05 0.000146334 8.81022e-05 0.000330369 8.35731e-05 0.000256356 0.000431686 8.80441e-05
threshold=23.730745871350006 0.11082500000000002 199.03437346465003 13.3584252364 13.24088655595 23.203497038450006 41.492094664050008 -0.06828999999999999 42.493282152450007 14.651182102100002 39.883592142850006 22.181995028450004 22.061824394000002 21.147833206800005 85.683849075550015 38.884669609800007 16.465384711100004 -0.24947 13.843998451900001 41.178189531300006 117.68725466035001 61.923256118600001 22.604947139800004 42.622319549950006 42.686561923500008 43.157831852650006 8.543332867800002 4.3657573166500008 29.712811603950005 14.551174033150001
decision_type=2 2 2 2 2 2 2 2 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 9 8 -8 10 11 12 13 -1 -13 17 -17 18 -16 20 -12 -19 23 -21 26 -26 29 -28 -29 -23
right_child=1 -3 -4 -5 -6 -7 7 -9 -10 -11 19 14 -14 -15 15 16 -18 21 -20 22 -22 24 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.037538594012151934 -0.0014161681802630991 -0.0023075154880284397 0.0014227809912541719 -0.0016507426069286336 0.00059579248706779424 -9.1949543337367269e-05 0.00077290211051656151 0.0025656154412308247 -0.00044369867160258406 0.0011623349754136595 -0.0029206354776765407 -0.03808453478493036 0.082521895135179976 -0.087411155298921628 0.099833504156501537 0.002979036674878646 -0.00030236105658224834 0.0014380074838451938 -0.044178488930591404 -0.0020313977056214184 -0.0001134889555594516 -1.4146463797214275e-05 0.0004012715268162797 0.00037042154972468717 -0.0028273652833020598 -9.8478319082944245e-05 -1.7333130187279114e-05 -0.00028220008307018596 0.0037921927459952745 -0.0013451021441378691
leaf_weight=0.0014038975581359961 0.51290384368255137 0.51258762392095025 0.51838310377461683 0.51173139504259202 1.0068818633653327 1.0001790040666945 1.0137507815370561 0.5758209510506721 1.8688224086616854 0.51357469959964319 0.51805663893367115 0.0057253288447424158 0.0042899692559104086 0.0020554758805155504 0.0014025814019253671 0.52544300355657358 0.50585797261010157 0.50649056449764174 0.0012428136849002291 0.5104884799645506 0.50094816932687536 20.704048124082405 1.5091396526841547 0.50422096082820644 0.5199651733093148 3.0221777155976364 3.0201412129075029 0.50821364343619257 0.5325178131715802 0.50924380136348091
leaf_count=171 567 39 61 105 32 9 23 74 57 34 36 30 34 95 11 46 8 5 122 27 5 1452 34 17 118 637 75 31 45 34
internal_value=4.40173e-07 -0.00037129 -9.17226e-05 -0.000350684 -8.66804e-05 -0.000540832 4.03033e-05 0.00041397 -1.58414e-05 2.76587e-06 -1.47945e-05 4.32278e-05 0.0292986 -0.0367035 3.5761e-05 4.29505e-05 0.0013695 -3.70069e-06 0.0321763 -0.000512175 -0.00154063 -6.60385e-06 -9.69377e-05 -0.000837906 -3.19951e-05 -0.000499062 3.34638e-05 0.000449077 0.00180257 -4.60972e-05
internal_weight=41.9477 4.06267 3.55008 3.0317 2.51996 1.51308 37.885 3.45839 2.88257 34.4266 33.9131 30.3702 0.00774934 0.00345937 30.3625 30.3567 1.0313 29.3254 0.0026454 3.54285 1.019 29.3228 2.52385 1.01471 28.8163 3.54214 25.2742 4.06087 1.04073 21.2133
internal_count=4034 813 774 713 608 576 3221 154 80 3067 3033 2914 300 266 2614 2584 54 2530 133 119 41 2397 78 44 2392 755 1637 151 76 1486
is_linear=0
shrinkage=0.1


Tree=639
num_leaves=31
num_cat=0
split_feature=15 4 22 9 8 10 3 3 8 19 22 9 23 9 6 21 10 13 5 5 22 20 10 22 7 22 6 10 22 23
split_gain=7.10749e-05 0.000191617 0.000154699 0.00156018 0.00187421 0.000452698 7.99196e-05 6.81054e-05 6.77368e-05 9.54472e-05 0.000225374 0.000450916 0.000237691 0.000627313 0.000204491 0.000139606 0.000113568 0.000532223 0.0125161 0.000111688 0.000102246 9.14454e-05 7.80252e-05 0.000133008 6.50526e-05 0.000237431 0.000148949 0.000336381 0.000230509 0.000152323
threshold=46.435439118750004 346.42057500560003 -0.58287999999999995 216.0493559571 8.4434108459500017 75.634392583900009 92.437255899200025 92.913112988300014 8.8430989333000021 14.351157895250003 -0.078649999999999984 200.95377551580003 0.10301500000000002 198.16621393750003 16.405383309150004 10.109275982950003 62.025417527550012 117.62810858150002 24.279163357700003 22.728547566650004 -0.10051499999999999 39.861052345600008 61.993156030000002 -0.117885 24.024273989350004 -0.028049999999999999 14.845346859150002 71.504920895500007 -0.085584999999999994 0.10249000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -5 -3 9 16 14 12 13 -12 -11 22 17 18 -4 -19 21 -18 23 -16 25 -22 27 -26 -28 -29
right_child=1 7 8 6 -6 -7 -8 -9 -10 10 11 -13 -14 -15 15 -17 20 19 -20 -21 24 -23 -24 -25 26 -27 28 29 -30 -31
leaf_value=0.057805833426485799 -0.0022447428987286389 0.0009496705931298457 -0.072527674958049168 0.062439429671783633 -0.10005354672114009 -0.015837569408322254 0.1000210723785197 -0.0006901929022103126 -0.0010978121138986584 -0.0020242963081782907 0.0041346869296161283 0.0034909658351363151 0.00011719699243825226 -0.0007481687904373832 0.00018161883415172895 0.0010934303051549298 0.001707901508185215 -0.00037388479087438725 -8.734409775803002e-05 0.0012838878264646559 -0.00016826531811422137 0.00028246152649050665 8.4462954776995776e-06 -0.0021047797374212432 -0.0025504655165302899 -0.0023889208743802263 7.3887551444887155e-05 0.00011108461677202979 0.0026479450321352407 -0.0016494912700933465
leaf_weight=0.0019976540214522711 0.51273699271529682 0.50528108561343266 0.025043181590242658 0.0010248248154054451 0.0017533189965206475 0.0014338598502616484 0.0012634636368602514 0.50776423849168051 0.53203704040914956 0.52872315120848146 0.54754447360732938 0.53103858076883614 4.4206331169525583 0.50649221686762758 0.50437752038686767 1.0196861922886453 0.51597726386332254 2.0070003693708718 0.50108301121755106 0.509593352757303 6.0558799509695183 3.5224998258465519 4.0179547126373336 0.51343367256072248 0.52703494960885322 0.523062341461772 1.0044420710546544 11.053180671867388 0.53224688993350433 0.51428754117181874
leaf_count=44 80 16 41 44 20 124 2 52 167 99 144 69 51 12 24 24 278 20 362 106 138 694 84 33 183 195 20 727 69 112
internal_value=4.49767e-07 -0.000669537 2.57401e-05 0.0144122 -0.0159424 0.0270339 0.0831899 0.000127729 2.30798e-05 3.80331e-05 0.000265804 0.00070881 0.000438943 0.00178835 -0.00013828 2.63948e-05 -6.7041e-05 -0.000642917 -0.00353545 -3.8197e-05 5.21998e-06 0.000464583 -0.000189668 -0.000971752 -8.6572e-05 -0.00034482 3.80684e-05 -7.97601e-05 0.000965437 3.28097e-05
internal_weight=41.9465 1.52578 40.4207 0.00747312 0.00518483 0.00343151 0.00228829 1.01305 40.4133 39.8812 12.5899 6.00571 5.47467 1.05404 6.58418 6.05545 27.2913 3.04272 0.526126 2.51659 24.2486 4.03848 5.03577 1.01781 20.2101 6.57894 13.6312 12.0945 1.53669 11.5675
internal_count=4034 148 3886 234 188 168 46 68 3652 3485 540 276 207 156 264 165 2945 529 403 126 2416 972 141 57 1444 333 1111 1022 89 839
is_linear=0
shrinkage=0.1


Tree=640
num_leaves=31
num_cat=0
split_feature=15 21 22 19 18 3 8 8 19 20 10 13 4 21 18 15 5 5 22 23 16 9 22 17 22 20 20 5 6 18
split_gain=5.75215e-05 0.000224031 0.000140297 6.6969e-05 7.31494e-05 0.000134103 5.36791e-05 6.46493e-05 0.000110285 0.000164084 9.11632e-05 0.000321234 0.00016548 0.000123065 0.000133641 0.000236829 0.000217873 0.000163857 0.000729781 0.000115757 9.74295e-05 9.58578e-05 8.13889e-05 0.000123449 0.000120008 0.000614886 0.000300471 0.000155493 0.000193684 9.93118e-05
threshold=46.435439118750004 15.285239689500001 -0.63113999999999992 14.651182102100002 11.928667296000002 103.48681881535002 8.8430989333000021 8.7431769115000026 14.151141757350002 42.599563320500003 61.987779113750001 117.62810858150002 273.85977434290004 14.894616075700002 13.552878921100001 39.883592142850006 20.204934414350003 21.723721974650005 -0.070909999999999987 0.092075000000000032 22.614947116400003 197.02865361825005 -0.096529999999999991 191.86029796145002 -0.059424999999999999 40.280372415600006 42.899217095850013 18.946524085150003 14.745344522600002 15.343833331950004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 7 10 -9 -10 11 -6 19 14 16 22 -12 20 21 -13 -18 -19 23 -16 25 -24 29 28 -26 -27
right_child=1 -3 3 -5 6 -7 -8 8 9 -11 13 12 -14 -15 15 -17 17 18 -20 -21 -22 -23 24 -25 27 26 -28 -29 -30 -31
leaf_value=-0.031609922874865463 -0.0022856075805573204 0.00026962276751981161 0.044927036712946872 0.0011479532072318477 -0.002774361618529236 -0.0034640836512084441 -0.00099376742037720765 -3.4061503046794912e-05 0.002552533298667749 1.9179947742922292e-05 0.0023728079648858368 -0.0017684438620870367 0.0015378685654467482 -0.0014744522375160045 0.0018297649291137534 -0.0021707196741932526 0.00023133668853901604 5.4788141170740352e-05 0.0042008465259304982 -0.00013649906935215837 -0.00066667366381916295 0.0015192906892135991 -0.0037609619071381491 0.00017590046871032218 3.5567331784723813e-05 -2.0116732553309759e-05 -0.0023877157151789056 -0.0016354883928933869 0.0019925482685019397 0.0014868739769763454
leaf_weight=0.0014020111562434981 0.52084244644988231 1.0055725598777057 0.0010193903499070558 0.5234292715152965 0.51887650298524413 0.0013068159701197235 0.52740053110710405 1.5022744711313856 0.5221390035171678 0.50096895203751046 0.51660485150615443 0.5106276976779317 0.518188285165749 0.52323162122203015 0.51751425895993586 0.52268811384146729 3.0125021077345879 3.5103777671489507 0.52637856617031076 2.921037347510719 2.0171522002410711 0.51214347859520604 0.52758447346551829 3.5286631731248881 11.558415138214233 3.0141034179280273 0.51482333994115315 0.52579503954633011 0.52887323271261344 0.51151306137216312
leaf_count=62 129 19 18 67 213 197 141 16 38 4 75 82 43 237 424 109 112 138 71 50 33 19 183 499 620 72 85 124 59 95
internal_value=3.28231e-07 -0.000602271 2.30864e-05 2.41837e-05 9.43865e-06 0.0177419 8.40457e-06 2.18322e-05 0.000511295 0.00131207 -1.17231e-05 -0.000435108 -0.00012781 4.67288e-05 7.17226e-05 -6.78422e-05 0.000372414 0.000264526 0.000699434 -0.000379331 -0.000128812 0.000241247 -1.60622e-05 0.000387433 -0.000111086 -0.00055025 -0.000131008 4.79641e-05 0.000121194 0.000198525
internal_weight=41.9434 1.52642 40.417 40.4156 39.8922 0.00232621 39.8899 39.3625 2.52538 1.02311 36.8371 4.46873 3.94985 32.3684 31.8451 21.75 10.0952 9.57855 4.5489 3.43167 5.02965 4.02252 21.2273 4.04618 17.1811 4.56802 4.04044 12.6131 12.0873 3.52562
internal_count=4034 148 3886 3824 3757 215 3542 3401 58 42 3343 388 175 2955 2718 2270 448 373 228 132 145 157 2161 923 1238 435 252 803 679 167
is_linear=0
shrinkage=0.1


Tree=641
num_leaves=31
num_cat=0
split_feature=15 9 0 9 16 5 22 4 3 18 3 20 22 22 18 22 15 7 3 17 16 23 7 4 2 21 6 6 6 20
split_gain=8.04848e-05 7.06694e-05 0.000195573 0.000125396 7.42094e-05 0.00016889 0.000625454 0.000110878 0.00129396 0.000748951 8.73496e-05 0.000164917 0.00051512 0.000845425 9.12258e-05 0.000295556 0.000591731 9.02798e-05 0.000164126 0.000581269 0.000139714 0.000216121 0.000115756 0.000112822 0.000276728 0.000130686 0.000134169 0.000407693 0.000126694 0.00333391
threshold=14.022476987850002 186.68586460755003 85.732241321850012 185.44496129890004 22.674946976100003 13.154029769200003 0.059320000000000012 142.34057910165004 76.172084209950015 12.909082926650003 93.281431752200021 40.636252116050009 -0.086139999999999994 0.022350000000000005 13.4793103924 -0.084275000000000003 37.408632939650005 23.974509389900003 90.525762168450015 183.19621122360005 22.514947350300002 0.097450000000000023 23.9417051038 286.25887787650009 176.09844955530005 8.9626214023500008 14.745344522600002 16.455384477450004 16.495385412050002 43.084235337800003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -4 -7 -9 -10 14 -12 -13 -14 15 -11 -17 18 19 -16 22 -22 -20 24 25 26 -19 -28 29 -25
right_child=1 2 4 -5 -6 7 -8 8 9 10 11 12 13 -15 17 16 -18 23 20 -21 21 -23 -24 28 -26 -27 27 -29 -30 -31
leaf_value=0.024934446665521311 0.00017999941921050528 -0.0018904421508131178 -0.012259796230505467 0.0018740668490944473 0.0011595193458072831 0.01615006704132638 0.082092555163393297 -0.10001651277634688 -0.043713031966496431 -0.0001967905073033241 0.00014500953567719315 -4.618809173721926e-05 -0.0054615450862600468 0.00023869471478725859 0.00017931393203679037 -4.2047028910697572e-05 0.0030640692878051473 3.3262620464405943e-05 0.0020274449859951026 -0.003868000357521652 -0.0010918416352637518 0.00029881345190676314 -0.00010752663479240857 0.032426499603491851 -0.0022537397680478847 -0.0014561368512923788 0.00325359540316905 5.5320214101104391e-05 -4.5921657040192432e-05 0.00011678728141913506
leaf_weight=0.0012945319087965803 2.8833241260181377 0.56220901373812537 0.0018385931552796766 0.51498147913639503 0.53349767881900234 0.0042347517155637551 0.0011370741933056649 0.0012943112448756669 0.0039242192597147554 3.5192345069353905 3.5192714073855322 2.5156128127096058 0.53526247248727699 0.5062982604482329 1.0088505142412056 1.5118641616936686 1.0319599184949764 13.072332132105119 0.51646134665065779 0.54738270766927133 2.0134032988025865 2.5115497392835096 0.49964036047458649 0.03409369841805332 0.51721975733426084 0.52345156742782961 0.54265678332981915 1.5010463162907397 0.50281628792981792 0.50474732709994896
leaf_count=624 1206 262 123 59 69 17 24 65 17 62 37 36 62 11 17 22 32 436 80 108 31 20 2 287 47 124 84 8 27 35
internal_value=3.3326e-07 -4.36334e-07 -3.89797e-05 0.00043672 -1.15737e-05 -2.82577e-05 0.0237945 -3.01509e-05 -3.1981e-05 -2.85244e-05 -2.39451e-05 -0.000340337 -0.000820511 -0.00269068 4.9804e-05 0.000396809 0.00121802 -3.67922e-05 -0.000336866 -0.00124427 -8.20169e-05 -0.000319966 0.000977631 8.704e-05 2.20062e-05 9.72683e-05 0.000151061 0.000904546 0.00109575 0.0021611
internal_weight=41.9429 41.9416 38.5433 3.39831 37.9811 37.4476 0.00297567 37.4446 37.4404 37.4391 37.4352 7.07644 3.55717 1.04156 30.3587 6.06306 2.54382 24.2957 7.09729 1.55623 5.54105 4.52495 1.0161 17.1984 16.1567 15.6395 15.116 2.0437 1.04166 0.538841
internal_count=4034 3410 2145 1265 1883 1814 147 1667 1650 1585 1568 146 109 73 1422 116 54 1306 258 125 133 51 82 1048 699 652 528 92 349 322
is_linear=0
shrinkage=0.1


Tree=642
num_leaves=31
num_cat=0
split_feature=23 8 23 7 21 23 15 0 20 15 17 5 14 0 22 23 22 7 16 21 3 8 0 22 20 9 20 20 2 12
split_gain=5.77774e-05 0.000581013 8.2085e-05 0.000360712 0.000320939 0.000110531 0.000127381 0.000754961 0.000392815 0.000122329 0.000106159 0.000474943 0.000137558 0.000118207 0.000109847 0.000887 0.000148908 0.000105342 0.000116394 0.000160606 8.83e-05 8.25329e-05 8.67651e-05 0.000132598 7.91076e-05 0.000192524 7.25655e-05 0.000169477 6.82476e-05 0.000152552
threshold=0.13041500000000003 8.4434108459500017 0.10469000000000002 22.977992916200005 4.9769392210500003 0.091935000000000031 38.884669609800007 85.995710218650018 41.218101594450012 46.074827201850006 193.46017548480003 22.127107789600004 178.66997565985002 86.643628628100018 -0.087304999999999994 0.08481000000000001 -0.077085000000000001 23.514778597300005 15.584963555600002 7.2055597121000003 93.090551224900011 8.543332867800002 96.163458868000006 -0.10051499999999999 40.984321400500008 207.46043187945003 39.685256516350002 38.244973486750006 49.864842700850012 82.696898122450008
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 8 -8 20 10 14 12 -12 -14 -1 16 -16 -15 -19 21 26 22 23 -20 25 -6 27 -7 -18 -30
right_child=1 -3 3 4 24 6 7 -9 -10 -11 11 -13 13 17 15 -17 28 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=6.748939572144505e-05 -0.00021129623068680124 0.0034498312971420423 -0.0028707717801138956 0.0022093297407901683 -0.0025337403441000154 -3.750097525179885e-05 9.6802651156426521e-05 0.0042143872012673543 -0.0025584109735853318 -0.0016222941586777708 0.001586488742538153 0.0030728800852595829 -0.0015501871554767942 0.0014132313959492396 -0.0018318102949262567 -0.0044547465656754699 0.0010645377684335366 0.001395994916835612 0.00013507696374242615 -0.0018590634869016607 0.0011434477529224064 0.00079774911598869342 -1.6840604275133412e-05 -0.0021457222606387646 -0.00017371817789551259 0.00021579593617912651 -9.595127200006222e-05 0.0021853491060636774 -0.0017932306183341446 3.1061832071977548e-05
leaf_weight=5.5350320010991236 2.5117360173774865 0.52387584594123371 0.52938100651645559 0.5266419797956442 0.51519598755394047 1.0162885514334381 2.4201010203540894 0.54569064512884313 0.52492962501110341 0.51132791319127591 0.53003766827952148 0.53599729016945197 0.50974963915100779 0.50847947391025883 0.50776887264967641 0.53123520592111173 0.50596325000513953 0.5105456802751317 0.50285244994256562 0.5209856880855116 1.0121229431747556 1.0096806365246491 5.5044801053836032 0.51692288436189482 3.5104931002599487 0.50358814172169097 4.0114764888049814 0.51773261237697843 0.51008888793613394 4.5221131679752276
leaf_count=995 81 41 94 84 56 121 72 85 179 114 120 120 15 93 29 240 8 438 21 117 37 48 115 99 59 23 83 66 17 364
internal_value=3.42655e-07 0.000420529 -3.24413e-05 -0.000387221 -0.00012718 2.70261e-05 0.000304205 0.000854417 7.38057e-05 -9.26473e-05 -5.8285e-05 0.000172027 1.82908e-05 -6.84402e-05 -0.000260789 -0.000537052 -0.000192817 1.48003e-05 -6.82161e-05 -0.000161022 0.000284511 -4.35995e-05 -0.000173805 -0.00102106 -0.000398858 -0.00117464 0.000127745 0.000712712 -4.25457e-05 -0.000153857
internal_weight=41.9425 3.03561 38.9069 5.5853 5.05592 33.3216 10.0483 2.96579 7.08255 23.2733 22.7619 10.6497 10.1137 9.5837 12.1122 6.57717 6.04593 9.07395 8.56547 8.05492 6.55762 7.53394 6.52426 1.01978 4.52928 1.01878 5.5455 1.53402 5.53817 5.0322
internal_count=4034 122 3912 316 222 3596 643 157 486 2953 2839 1186 1066 946 1653 658 418 931 838 400 307 283 235 120 138 79 270 187 389 381
is_linear=0
shrinkage=0.1


Tree=643
num_leaves=31
num_cat=0
split_feature=23 6 14 9 23 7 18 3 23 20 20 4 14 6 19 6 3 19 19 20 5 22 21 5 22 16 2 19 22 19
split_gain=5.76347e-05 0.000155816 6.28673e-05 0.00154297 5.99359e-05 0.000290883 0.000183678 0.000168661 0.000107327 0.00019008 0.000140179 0.000221503 0.000439308 8.52527e-05 0.000133386 0.000121095 9.03572e-05 8.2202e-05 0.000189805 0.00034208 0.000253326 7.85203e-05 7.05807e-05 0.000167623 0.000121547 0.00018072 0.000136595 8.5904e-05 7.61159e-05 0.000421169
threshold=0.41214500000000009 15.155354102400002 143.06733454090002 194.56033515110002 0.10469000000000002 22.977992916200005 13.975517741000003 93.216908757050007 0.093325000000000033 41.827117825850003 41.218101594450012 191.71186625420003 297.17785921625006 16.565387047600002 14.351157895250003 16.525386113000007 93.14163192940002 14.651182102100002 14.451165964200003 34.19870408380001 21.500664456800006 -0.082334999999999992 11.507908610950002 21.991679690250006 -0.095854999999999996 22.604947139800004 166.17270395525003 13.151061067750001 -0.059424999999999999 13.351077205700003
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -6 7 -7 13 10 11 -10 -13 15 16 17 -15 18 19 -4 -20 -17 24 -24 27 26 28 -21 29 -26
right_child=1 -3 4 -5 5 6 -8 -9 9 -11 -12 12 -14 14 -16 21 -18 -19 20 22 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.058757944627205919 -0.00018328423747835266 0.0014181777447204516 0.04945143581027777 -0.049365795404010551 -0.0025498875689222589 0.00066187197495933599 -0.0018748130328586831 -0.00049551129343261731 7.9608855185531982e-05 0.0021905298715884022 -0.0013442861428330692 0.003630904433950078 -0.00046400298237548817 -0.00095950035734143711 0.0019601561277893228 -0.00031150284706107803 0.00093137207075405938 0.0012087388868484664 -0.0029334295341533704 0.001592788392362414 0.00018966842376181393 -0.0014516143461708439 0.0020908466253221577 7.5686626822360449e-05 -0.0031239173299533966 -0.002050350142994681 -0.0017345860671793487 0.00021898081235292383 5.3663508443555465e-05 1.2697644330152242e-05
leaf_weight=0.0020604365253750192 1.5038689114898169 1.0193531371317019 0.0013986546199075125 0.0036718029289204424 0.53205341215979451 2.5206207530936808 0.52914656318881892 2.5157948854568914 4.9183961966696641 0.5314175487881182 0.52432096518061211 0.54974292859430041 0.50051457646048336 0.50448324561148028 0.5188132696513249 1.4993067248674665 0.50639762424609147 0.51635721348389907 0.52445308390815648 0.51316965393419955 0.51453120902087557 1.011672918932528 0.51968820570764984 2.0064482259518446 0.51598454105707015 0.52062523861245757 0.52270002732595244 4.0262451937670853 9.5557153046547114 2.5130516957760847
leaf_count=27 51 36 142 32 97 36 178 33 74 142 65 182 48 12 82 35 396 23 78 496 91 28 350 64 103 93 371 246 338 85
internal_value=3.57165e-07 0.000463688 -2.9301e-05 -0.010501 -2.7778e-05 -0.000316026 -0.000102474 8.37348e-05 2.49791e-05 0.00037222 0.000223401 0.000361115 0.00167942 -6.77961e-05 0.000656698 -0.000112554 -1.22737e-05 -3.82637e-05 -6.789e-05 -1.67509e-06 -0.00138679 -0.000770853 -5.01756e-06 0.000490254 -7.38837e-05 -0.000223166 -0.000150591 0.000374286 -8.48002e-05 -0.000521613
internal_weight=41.942 2.52322 39.4188 0.00573224 39.413 6.09762 5.56556 5.03642 33.3154 7.02439 6.49297 5.96865 1.05026 26.291 1.52969 24.7613 1.01088 22.2504 21.734 20.695 1.03898 2.51098 20.6936 2.52614 18.1675 13.6281 13.1075 4.53941 12.5848 3.02904
internal_count=4034 87 3947 59 3888 344 247 69 3544 511 369 304 230 3033 490 2543 408 2480 2457 2288 169 63 2146 414 1732 990 897 742 526 188
is_linear=0
shrinkage=0.1


Tree=644
num_leaves=31
num_cat=0
split_feature=8 8 19 20 9 0 17 9 22 18 22 17 7 17 9 7 6 18 20 16 20 0 6 16 0 16 17 23 14 16
split_gain=4.80739e-05 8.01909e-05 0.000106811 0.000179454 5.24113e-05 9.54273e-05 9.48829e-05 0.00022673 8.96355e-05 0.00121139 8.66835e-05 6.29141e-05 6.13522e-05 0.000466316 0.00054063 0.000199421 0.000126749 0.00010065 9.07885e-05 0.000126437 0.000122282 0.000210562 0.000598142 0.000172925 0.000114067 0.000267277 0.000107719 0.000160023 9.8304e-05 0.000154348
threshold=8.8430989333000021 8.7431769115000026 14.151141757350002 42.488347682450005 187.94830913940004 85.732241321850012 187.77231677760003 181.33671263215004 0.26336000000000009 12.885811969150001 0.12427500000000002 186.57794620975002 22.720542346200002 169.81593227610003 188.96048214565005 22.938075114600004 16.525386113000007 13.327513832500001 40.241071441700008 22.654947022900004 36.893814626400008 96.163458868000006 16.375382608200002 19.644954061550003 96.959242474650011 15.344964116800002 204.12988953870004 0.085335000000000022 179.86971370815004 17.974957966700003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 -6 11 -8 9 -7 12 -1 -11 -14 -15 -16 18 -18 20 26 23 22 -22 -17 -23 -26 28 -28 29 -20
right_child=-2 2 3 -5 5 8 7 -9 -10 10 -12 -13 13 14 15 16 17 -19 19 -21 21 24 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00022730685890029616 -0.00094071405114858498 2.1310303580507962e-05 0.0026396853132422183 -6.5188374775128103e-06 -0.0013690157191040186 -0.066976582600625653 -0.00037484524088663546 0.0025999321886735509 -0.0013559730188882309 0.00058222172199952241 0.001253934857880313 -0.00098074549362493595 0.064155331537459143 0.025113415575852373 -0.0020020266012390248 -0.00064309962706118201 -0.00014202461304263598 -0.001220245614308774 -0.00013882461567532969 0.0016715047336503511 -0.0040889036267881627 0.00031432738677091406 0.00068248849420181042 0.0019581838841588486 0.00011397227305720656 -0.0026869086442672008 -8.8335229653562389e-05 -0.0021258300207985092 0.00010331633746013668 0.0023223621728752958
leaf_weight=2.8781711351032078 0.5358967565148508 1.5028080038778164 0.52381067024953132 0.50176491548609903 0.55177029850115289 0.0027021006208077783 0.50167949483500407 0.52363913658518602 0.51231087302640688 1.5205253515459869 0.52757755098681869 0.50704442966532193 0.0011305145109216088 0.0085218575318347645 0.52926043748982721 0.51062212932137974 2.0015055103795016 1.5257208216535216 0.50117038433814787 0.51369786838449627 0.54584453063614435 2.0075926006829841 0.50655297862249427 0.5115960420735064 1.0071078001153488 0.51488352349463173 1.5049372904150353 0.51819831823185314 18.125059799403978 0.51834790249654361
leaf_count=1006 201 16 41 8 118 9 529 117 67 43 111 62 130 12 42 120 10 47 13 48 160 12 14 24 142 69 104 206 509 44
internal_value=3.55595e-07 1.25355e-05 0.000558242 0.00134502 -2.29546e-05 -6.44893e-05 0.000301623 0.0011444 -4.32656e-05 -2.3132e-05 -1.77154e-05 4.63623e-05 -3.81245e-05 -6.82106e-05 -7.05265e-05 -7.7374e-05 -4.4315e-05 -0.000608415 2.86066e-05 0.000121345 -0.00033018 -0.000550812 -0.00179228 0.000658781 -0.000180651 -0.000833554 8.37261e-05 -0.000610211 0.000157059 0.0011125
internal_weight=41.9415 41.4056 2.52838 1.02558 38.8772 34.4666 4.41053 1.02532 33.9149 33.4026 33.3999 3.38522 32.8723 31.3518 31.3506 31.3421 30.8128 3.52723 27.2856 21.6814 5.6042 4.58198 1.0524 1.02222 3.52958 1.52199 21.1677 2.02314 19.1446 1.01952
internal_count=4034 3833 65 49 3768 2054 1714 646 1936 1869 1860 1068 1749 1706 1576 1564 1522 57 1465 924 541 397 174 144 223 211 876 310 566 57
is_linear=0
shrinkage=0.1


Tree=645
num_leaves=31
num_cat=0
split_feature=3 6 20 22 10 15 23 21 20 22 12 5 17 18 9 20 21 15 21 10 20 21 2 9 9 20 22 18 7 18
split_gain=5.6167e-05 0.000250384 0.000171512 0.00119395 0.000164341 0.000142771 6.67303e-05 0.000198647 0.000371072 0.00010397 0.000680087 0.00503577 0.000604501 0.00489722 0.00124272 0.000355081 7.38066e-05 9.79525e-05 0.000249838 5.91587e-05 9.85216e-05 0.000281717 0.000578891 8.31136e-05 0.000221726 0.000155155 0.000225501 0.000328227 0.000130106 0.000140769
threshold=81.715684874950014 11.805275828400001 34.654301448200009 -0.081874999999999989 75.499969677400017 37.050691080100002 0.13041500000000003 14.136086967800003 43.131467368600006 0.086310000000000026 63.174563425750001 16.351273197450002 179.91109285790003 13.603286548350003 195.30595290385003 42.719328117250008 15.803805445550003 46.074827201850006 15.285239689500001 61.987779113750001 40.206947806850003 10.003699902950002 110.52061241095002 195.30595290385003 194.43273554075003 42.198888176300009 -0.073609999999999995 12.993189857450002 23.150522195450005 13.065205089100003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 6 -2 9 8 -8 10 -4 -12 13 14 15 -13 17 19 -19 20 -14 22 -22 24 25 26 -21 -28 29 -25
right_child=2 -3 4 -5 -6 -7 7 -9 -10 -11 11 12 16 -15 -16 -17 -18 18 -20 23 21 -23 -24 28 -26 -27 27 -29 -30 -31
leaf_value=-7.210862106373597e-05 0.048340359956335829 -0.0023771933456253162 0.071424072863088633 -0.022621290589187409 0.001815866919840161 0.10000653698509353 0.0034364307673214415 -0.00022205748778620542 -0.0003634854910206273 -0.0013372577476650691 0.075607871946119579 -0.053227041588938734 0.00021206339204312482 -0.098864977404748339 0.085382420695423067 0.019314071652187643 0.0011650167146908077 -0.0025264851243541921 0.00059469319499608371 7.0692635951835823e-05 0.00041584564721285452 -4.6675822510042703e-05 -0.0043087452270267048 5.3166330709807384e-05 0.0023622984902772481 -0.00091586844856405116 -8.5423011279238636e-05 0.0034791006411866079 2.435743542240783e-05 -0.0022996451867691508
leaf_weight=4.5119989700398166 0.001026560684221911 0.52618515173777236 0.0013331508780528569 0.0029777470821851218 0.51417081463431813 0.0011166065814904869 0.52646206389635997 1.5030729276986674 0.50206268617091609 0.59014640966641607 0.0088065174106820576 0.0010794588774285969 2.3756936719882376 0.0047676558811778451 0.0028358664309706683 0.0017999084224855633 0.52301281776059383 0.52230617426508874 0.50387013535424785 3.5252719528702121 0.50600801531163619 2.5077745366953259 0.5319995650673297 0.50272025236336293 0.51977599537531194 1.0142816667540069 0.50169347554038279 0.53253661757973392 18.659630057169831 0.51458299182378653
leaf_count=1195 110 266 16 30 135 9 47 19 8 192 58 207 44 66 38 259 53 149 12 91 27 27 79 7 81 98 6 54 609 42
internal_value=3.44128e-07 -0.00031285 4.31032e-05 0.0183428 4.05635e-05 0.0752588 1.5475e-05 0.000510701 0.00158154 -2.15602e-05 1.78349e-06 -1.07927e-06 -2.11039e-05 -0.024031 0.0383957 -0.00788119 -1.35322e-05 -3.23718e-05 -0.000993933 -1.2367e-06 -0.00028626 -0.00062014 -0.0020056 6.42553e-05 0.000386969 0.000202763 0.000451607 0.00174999 -3.56829e-05 -0.00113696
internal_weight=41.941 5.03818 36.9028 0.00512091 36.8977 0.00214317 36.3835 2.5316 1.02852 33.8519 33.2618 33.2604 33.2516 0.0104829 0.00571523 0.00287937 33.2412 32.7181 1.02618 31.692 5.92148 3.54578 1.03801 25.7705 6.09356 5.57378 4.5595 1.03423 19.6769 1.0173
internal_count=4034 1461 2573 149 2424 119 2289 74 55 2215 2023 2007 1949 570 504 466 1379 1326 161 1165 177 133 106 988 330 249 151 60 658 49
is_linear=0
shrinkage=0.1


Tree=646
num_leaves=31
num_cat=0
split_feature=16 5 19 15 19 22 15 18 5 5 5 7 17 17 14 22 22 20 19 20 2 6 9 19 21 2 23 15 3 10
split_gain=0.000227682 0.000188257 0.000485324 0.000584994 6.27407e-05 0.000162131 0.000179703 0.000178927 0.000248797 0.000195202 0.00102345 0.000152997 0.000146301 0.000186595 0.000135808 9.22121e-05 0.000106687 0.000695541 0.000129832 0.000232969 0.000378406 0.000133622 0.00055893 9.88014e-05 9.10742e-05 8.57275e-05 8.17349e-05 0.00018795 7.96039e-05 7.26067e-05
threshold=12.604970524100002 13.154029769200003 12.751028791950002 25.259838189750003 14.351157895250003 -0.095204999999999998 46.074827201850006 13.843998451900001 20.603398083600002 21.500664456800006 22.387336278850004 23.109894804950002 193.10154186985002 202.32358236650001 137.67556691715004 -0.095854999999999996 -0.059424999999999999 40.098777110850008 14.251149826300002 40.280372415600006 195.37902863565003 14.845346859150002 195.10791980860003 13.151061067750001 4.0847671134500008 101.23478163165002 0.098075000000000023 18.738366799200005 93.090551224900011 62.046925192600007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 14 12 7 8 -7 28 -11 -12 25 -14 -3 23 17 -17 21 -20 -21 26 -23 -16 -19 -6 -18 -28 -10 -26
right_child=1 4 3 -5 5 6 -8 -9 9 10 11 -13 13 -15 15 16 18 24 19 20 -22 22 -24 -25 29 -27 27 -29 -30 -31
leaf_value=-0.035229569502649181 0.059819508041047811 -0.022664060150126789 -0.050726875252678078 0.049588482376196057 0.0011379100165241167 0.0026715947716745869 -0.0014489755099917749 -0.0013402911304761236 0.00015147641356629663 0.0049187402247550674 -1.9930880114382449e-05 0.001184261336885534 -0.002770732295605989 -7.2070451140252264e-05 0.0015794948246413796 -0.0039935067911862571 6.8402545253695439e-05 -0.0014928140370235425 0.00011145017906536116 -0.0037314495613336033 0.00010767113845444717 -0.00041392184936250213 0.0035724866732897934 0.00013901409679903666 -0.00059795587149423491 -0.00035481835402608846 0.00050332461474874083 -0.0022183349286700564 -0.00089881932549091984 0.0001369787404242646
leaf_weight=0.0018343665926171529 0.0018330838235432736 0.0026636585328593245 0.0013842839818049846 0.0010021814155994346 0.51670641061900813 0.52419889006705034 0.52156118731349543 0.52630734485910657 2.5078235404653229 0.54433880749911612 3.4290260036947195 1.5240351655005211 0.51958750557517397 0.50546272382385382 0.52097563527368596 0.52676411423906877 10.048205981250026 0.51541386530405997 1.5056509087735332 0.5216149476010512 0.50559719581947427 1.0106645316567018 0.53944869089313652 5.5345998718369769 2.016562739246794 1.5063046743082393 0.50168835371732601 0.51337467823623228 1.0131597965009858 4.0319825616808345
leaf_count=930 288 23 126 51 58 52 107 109 67 52 103 44 51 43 379 169 192 64 22 28 20 188 90 486 30 40 2 56 34 130
internal_value=3.69038e-07 1.91e-06 0.0211232 -0.00860006 -2.15318e-07 0.000175969 0.00036094 0.000454692 0.000553692 0.000430587 0.00080292 0.000350594 -0.000466712 -0.00143999 -8.51373e-05 -8.30116e-05 -0.000177222 -0.00049735 -2.73534e-05 -0.000680707 -0.00184182 0.000103845 0.000973372 0.000262942 -0.00021678 2.64462e-05 -1.79876e-05 -0.000873172 -0.000150745 -0.000108046
internal_weight=41.9398 41.9379 0.00421955 0.00238647 41.9337 13.6385 10.5905 10.0689 9.54258 9.01838 5.4974 4.95306 3.04806 1.02505 28.2952 28.2925 22.237 7.09072 15.1462 2.53286 1.02721 12.6134 1.55011 6.05558 6.56396 2.02301 11.0633 1.01506 3.52098 6.04855
internal_count=4034 3104 465 177 2639 760 568 461 352 300 199 147 192 94 1879 1856 991 393 598 70 48 528 278 865 224 98 250 58 101 160
is_linear=0
shrinkage=0.1


Tree=647
num_leaves=31
num_cat=0
split_feature=16 5 16 17 23 20 15 17 21 7 0 5 6 20 21 22 0 20 4 3 20 2 21 9 2 23 21 9 17 20
split_gain=0.000186872 0.000157568 0.000433257 0.000610724 6.14223e-05 0.000109458 5.80615e-05 0.000730083 0.00175537 0.000833663 7.00503e-05 0.00400598 0.000452768 6.91338e-05 0.00205705 0.00330031 0.0032065 0.00128069 0.00255331 0.000928694 0.000200817 0.00209334 0.00166101 0.00438097 0.00357035 0.00428671 0.00200639 0.000867069 0.000578413 0.000473838
threshold=12.604970524100002 13.154029769200003 14.764965473100002 239.21206428850002 0.41214500000000009 40.523311941050004 18.563284541500003 171.59570528810005 0.93316694850000015 19.078733418100004 97.878695155250014 16.351273197450002 11.260263094250002 38.400997490450003 0.59096247755000009 -0.0034049999999999996 96.959242474650011 41.147265497500008 204.53831884560003 88.990652575950023 38.748048509250005 49.864842700850012 1.8675847688500002 192.98754432855 199.66651340635002 0.10828500000000003 1.9176293050000004 179.18874144770004 179.11813834395002 42.865207177650007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 -3 8 -8 -10 11 -9 -12 -13 15 16 17 18 19 -15 -16 -22 23 -23 -25 -26 -24 29 -29 -28
right_child=1 4 3 -5 5 -7 7 10 9 -11 12 13 -14 14 20 -17 -18 -19 -20 -21 21 22 26 24 25 -27 27 28 -30 -31
leaf_value=-0.03210628767302174 0.061228211576861605 0.00071884097102714237 -0.047337121283050093 0.051928592385396814 -0.00033157593572695748 0.0010138737866644753 0.061171753293801458 0.057072986772619738 0.0034155473658747451 -0.10005953272943949 -3.1477686774890148e-05 0.00040340291541464315 -0.0031929564286503672 0.10001798801942299 -0.0020104017075959543 -0.10011420850608171 -0.10038837465262029 0.098787582518407913 -0.10004345762523446 -0.016073649389049139 0.090772616307664686 -0.089130160204970138 -0.088436357525352866 0.079449488326263931 -0.07999170673386341 0.10005271062702203 -0.10007119063835478 -0.047559067784903569 -2.6744919874678928e-05 -0.0090397443641287972
leaf_weight=0.0018127387772811634 0.0015533139155887435 1.006860574766242 0.0014805873557756366 0.0010660588589956888 1.0047176658645178 1.5185899408904786 0.0013430203493370865 0.012294343599250079 0.001076478908849321 0.0028138235955319502 3.5056632193973902 3.4741074567872863 0.52021900824671252 0.0019228602322982624 0.51356736366688238 0.0053505064306617065 0.0023902359425846953 0.0021206428190225779 0.0015391642682516249 0.001073943569565472 0.002539437793077747 0.0027249774884720015 0.002567660758120093 0.011535521694128192 0.0037630672159956182 0.0020389175806485582 0.0013317641261559867 0.002560336304983645 30.327504926067817 0.0010020355724544849
leaf_count=930 209 89 226 30 39 37 103 37 162 149 65 314 199 5 28 23 2 27 8 53 10 15 3 37 68 4 18 27 1076 41
internal_value=3.77087e-07 1.7649e-06 0.0196048 -0.00578322 -1.51761e-07 0.00047815 -3.07761e-05 -5.04297e-05 -0.0373985 -0.0714271 -4.53395e-05 8.85903e-07 -0.00044 -1.95353e-05 -6.71088e-05 -0.0378573 -0.00103723 0.0346375 0.00464622 0.058415 -4.94846e-05 -1.63112e-05 -2.39064e-05 0.0287401 0.0472661 -0.016721 -4.29299e-05 -3.54474e-05 -3.07574e-05 -0.0609861
internal_weight=41.9391 41.9373 0.00409996 0.00254665 41.9332 2.52331 39.4099 38.4031 0.00523332 0.0038903 38.3978 34.3719 4.02588 34.3596 30.8855 0.0143974 0.00904685 0.00665661 0.00453597 0.0029968 30.8711 30.3576 30.355 0.0200625 0.0173375 0.00580198 30.335 30.3324 30.3301 0.0023338
internal_count=4034 3104 465 256 2639 76 2563 2474 414 311 2060 1796 264 1759 1445 118 95 93 66 58 1327 1299 1289 124 109 72 1165 1162 1103 59
is_linear=0
shrinkage=0.1


Tree=648
num_leaves=31
num_cat=0
split_feature=16 5 19 17 19 22 5 23 7 23 22 22 3 15 17 22 7 9 19 6 7 18 6 16 16 2 7 0 9 20
split_gain=0.000153032 0.0001319 0.000389725 0.000615244 5.49437e-05 0.000236306 8.00701e-05 0.000193077 0.000158524 0.000156969 0.0034499 0.000700569 0.00130946 0.000131392 0.00031415 0.00011591 8.23937e-05 6.68669e-05 0.000217841 0.000409867 0.000133068 0.000736234 0.000159308 0.00015991 0.000148853 9.91611e-05 6.4507e-05 0.000115531 0.000248376 6.47965e-05
threshold=12.604970524100002 13.154029769200003 12.250988447150002 239.21206428850002 14.651182102100002 -0.086139999999999994 23.730745871350006 0.11082500000000002 21.147833206800005 0.092260000000000023 -0.018034999999999999 -0.059424999999999999 97.865252864550015 41.492094664050008 192.77618096940003 -0.10290999999999999 23.271765593750004 188.96048214565005 14.351157895250003 16.405383309150004 23.109894804950002 13.077716774800001 16.525386113000007 22.644947046300004 22.544947280100004 86.324034997400005 23.445318439400001 86.420486603250012 194.43273554075003 42.660927378600007
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -3 10 11 12 15 17 -15 -8 -11 18 25 -20 21 -19 23 26 -24 -10 27 -22 -29 -28
right_child=1 4 3 -5 5 -7 7 -9 13 16 -12 -13 -14 14 -16 -17 -18 20 19 -21 22 -23 24 -25 -26 -27 29 28 -30 -31
leaf_value=-0.029197560538662751 0.069310249081051364 0.035863221206263077 -0.04546536587269847 0.046699910283484608 -0.00081665029963751525 0.0022146725336413256 -0.072193903639291318 -0.0022692484575690419 0.00021703604672833749 -0.00031347564552302676 -0.00038237546389379134 -0.022648046996087967 0.00055204399535349559 0.00020416156047348155 0.0028452803516205161 -0.10004383303271194 0.00085165161530758649 0.0001153628696179773 -0.00044213126192864843 0.0035490545671008609 4.4587392057196046e-05 -0.0040062406627722385 -1.252199423029972e-05 0.001794999135996071 -0.0017290869628830961 -0.001390354975909512 1.1485393531495579e-05 -0.00026713302419884488 0.0028502296666987354 -0.00052549292983388211
leaf_weight=0.0017949880650566232 0.0010853249456410493 0.0012341927363966878 0.001499107371742206 0.0014013496730100883 0.50678231072600965 0.52210026856484038 0.0023089061504650843 0.51166547691649977 1.5044066779037168 1.5099149630596129 0.50032473292543245 0.0055483065719608158 0.0020988647828050766 2.9235163812681999 0.5323725753543157 0.0042364064359372566 1.014903834610777 2.0194744839508334 0.50429512692608136 0.52533367964133504 2.500772880162923 0.55181953354775704 1.007333088826271 0.51374262529225134 1.0133667302809142 0.5152381045124973 19.677364648986384 0.50637464665760468 0.51605645057952643 2.5368991543088937
leaf_count=930 172 116 248 45 22 55 39 38 23 61 165 26 318 56 87 83 22 58 24 67 11 102 24 44 22 65 791 35 68 217
internal_value=3.15155e-07 1.56499e-06 0.0181921 -0.000935908 -1.64185e-07 0.000721576 -1.83201e-05 -0.000472092 2.48222e-05 -0.000169545 -0.00176151 -0.0503798 -0.0681796 2.36379e-05 0.00061102 -0.0902196 0.000154872 -3.62553e-05 0.000410465 0.00159424 -8.04197e-05 -0.000769165 -1.77792e-05 4.80801e-05 -0.000873367 -0.000193031 1.321e-05 0.000410738 0.00130631 -4.98383e-05
internal_weight=41.9353 41.9335 0.00398578 0.00290046 41.9295 1.02888 40.9006 3.551 37.3496 3.03934 0.514517 0.0141925 0.00864418 37.3484 3.45589 0.00654531 2.52482 33.8925 3.04927 1.02963 30.8432 2.57129 28.2719 26.2512 2.0207 2.01964 25.7375 3.5232 1.02243 22.2143
internal_count=4034 3104 465 293 2639 77 2562 752 1810 714 631 466 440 1694 143 122 83 1551 179 91 1372 160 1212 1166 46 88 1122 114 103 1008
is_linear=0
shrinkage=0.1


Tree=649
num_leaves=31
num_cat=0
split_feature=16 5 19 17 23 6 14 9 19 22 5 4 9 15 7 17 23 8 22 9 13 8 20 21 15 17 20 8 21 20
split_gain=0.000125082 0.000110408 0.000346705 0.000365338 6.54029e-05 0.000134407 7.58798e-05 0.000622432 4.7796e-05 0.00018492 6.8863e-05 0.000155847 0.000380041 9.28392e-05 0.00118281 0.000270664 0.000116194 6.91275e-05 7.16402e-05 0.000138509 6.14832e-05 7.84753e-05 0.000161158 9.46214e-05 9.50806e-05 0.000290566 0.000115199 0.000443973 7.24914e-05 0.000226005
threshold=12.604970524100002 13.154029769200003 12.751028791950002 239.21206428850002 0.41214500000000009 15.155354102400002 143.06733454090002 199.17419511990002 14.651182102100002 -0.086139999999999994 23.730745871350006 313.22340827140005 193.67618212375001 41.800301886400014 22.061824394000002 192.77618096940003 0.099855000000000027 8.8430989333000021 -0.117885 193.67618212375001 117.67650082785001 8.7431769115000026 33.151194885250007 14.946136646400001 39.296024648600003 187.51563899930002 42.779078631750004 8.2435668022500028 2.4921523776000005 36.893814626400008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 7 -3 10 -10 13 12 -12 14 16 -15 -8 18 19 -16 21 22 -20 24 26 -26 28 -28 29 -24
right_child=1 4 3 -5 5 -7 8 -9 9 -11 11 -13 -14 15 17 -17 -18 -19 20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.026504468964439327 0.051811899732529969 0.017561993084818608 -0.048874116335414365 0.031929339415465552 -0.00010727520690794388 0.0013801104371251669 -0.052164797506460442 -0.053893051122123087 -0.00071801086627656561 0.0019669147895393217 -7.6098378743112992e-05 0.00021424860944221447 -0.0033920383011482366 2.571764423229269e-05 0.0019146533249176948 0.0025831898912758331 -0.10003106557187512 -0.0011927467413846776 0.031619361155303519 0.00013736817778097884 -0.00069347176282473131 0.00065251212547081988 3.209192896224561e-05 -0.0014253499251982288 -0.00030257256758466165 0.0025855494386337213 -7.9608462595713011e-05 -0.003368563732093763 2.5100392946536414e-05 -0.0023319668485976349
leaf_weight=0.0017804520320997544 0.0016394819793116569 0.0029132813356856904 0.0011258998588752067 0.0011123603700724516 1.5045136042917868 1.019044099433813 0.0010014698142616343 0.0020962311102721287 0.50594406566368377 0.52033086033822573 1.0059353811462868 1.5174137207548928 0.5265571188937076 1.87151674816323 0.51298087766280831 0.5312936887306704 0.0010274130245591095 0.51915858792481273 0.0016029058883856298 3.0198793130518169 1.5540274675367971 1.5155276244258846 1.5170797159614857 0.51985403037224287 1.0037423458517754 0.53349974259768362 2.0150181962019356 0.51541365512139226 19.139435287712512 0.55136083154326332
leaf_count=930 288 29 138 39 40 36 124 25 19 44 452 146 135 44 61 86 11 53 15 233 29 22 59 66 13 73 62 81 483 198
internal_value=2.56076e-07 1.38148e-06 0.0168743 -0.00871678 -1.79022e-07 0.00049335 -3.17857e-05 -0.0123384 -3.02209e-05 0.000643271 -4.82331e-05 -0.00050413 -0.00121544 -8.86998e-06 -5.26686e-05 0.000591209 -0.076404 -4.79628e-05 -2.96191e-05 0.000395435 -8.16397e-05 -4.68277e-05 -8.79127e-05 -8.98829e-05 -6.24158e-05 0.00069975 -0.000111772 -0.000749523 -3.56783e-05 -0.000598069
internal_weight=41.9338 41.932 0.00387774 0.00223826 41.9282 2.52356 39.4046 0.00500951 39.3996 1.02627 38.3733 3.04991 1.53249 35.3234 32.9206 2.40281 0.00202888 32.9186 32.3994 3.53286 28.8666 27.3125 25.797 25.7954 25.2755 1.53724 23.7383 2.53043 21.2079 2.06844
internal_count=4034 3104 465 177 2639 76 2563 54 2509 63 2446 733 587 1713 1583 130 135 1448 1395 294 1101 1072 1050 1035 969 86 883 143 740 257
is_linear=0
shrinkage=0.1


Tree=650
num_leaves=31
num_cat=0
split_feature=16 13 15 15 20 9 22 9 21 3 6 17 7 21 17 23 22 8 21 2 16 23 6 23 19 5 8 22 0 20
split_gain=0.000102074 9.2815e-05 6.61091e-05 9.75134e-05 0.00255569 0.000329677 0.00109366 0.000305685 0.000103893 7.05478e-05 0.000435225 0.000393452 0.00343736 0.00165202 0.00135225 6.19042e-05 0.000188908 0.000496642 0.000357351 0.000427944 0.000132443 0.000108475 8.31128e-05 0.000147329 0.000141253 0.000625325 0.000169856 8.79285e-05 0.00011217 0.00016841
threshold=12.604970524100002 98.050756475600011 18.563284541500003 19.935988437250003 41.571132012400007 177.77223095870002 -0.093879999999999991 66.346857137250012 2.4921523776000005 81.715684874950014 11.260263094250002 179.11813834395002 23.729953793150003 1.0000000180025095e-35 171.92791459955001 0.093325000000000033 -0.070909999999999987 8.543332867800002 5.0536544109500001 99.475185412350015 22.594947163200004 0.10301500000000002 16.565387047600002 0.088435000000000027 14.451165964200003 21.500664456800006 8.6432548896500023 -0.095854999999999996 96.682331287150021 36.893814626400008
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 6 7 -5 -4 10 -7 12 13 -11 -15 22 20 18 19 -18 -17 -22 24 -24 27 -26 -27 -13 29 -29
right_child=1 2 3 5 -6 9 -8 -9 -10 11 -12 15 -14 14 -16 16 17 -19 -20 -21 21 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.024023328767756751 -0.025290103283964128 0.00080237698752547984 -0.1000405969387054 0.021212333696295427 0.087783468169729206 -1.5574866949427548e-05 0.081552543750211912 -0.047959294171600698 -0.057528891051108894 0.090509025696059758 -0.0031116298520114665 0.00025711349844268226 -0.098398590898068627 -0.090576594368500629 0.022820548949761835 -0.0016772459584976779 -0.00010181029940310484 0.0033554668210111654 -3.8729959184179892e-05 0.0039537817138436794 0.00068325184900422246 -0.00029718881540791647 0.0020173627741084566 -5.6953867581207798e-05 -0.0038337949123786359 0.0016531553437250076 -0.00091305922548672979 0.00079906102298240656 0.00016508821776888333 -0.00057379653727083113
leaf_weight=0.0017685710673153157 0.0014509720591594491 1.0075074848197321 0.0012902369336956756 0.0011705879278194747 0.0014571501640734397 3.5065886860157738 0.002033439489391344 0.0014065299518861707 0.0010368299643914725 0.0023130523150002302 0.52157815123388207 6.5368801650669281 0.0036327793668533559 0.0015146450983980486 0.0034399305527017532 0.54253503386053115 0.50315175023569991 0.58679063746698279 5.0480258595808252 0.53879958658944815 1.5201720450274931 4.3794810005708911 0.51840542135062051 1.0085278699798079 0.52755183612771395 0.52750692313134073 0.50469979528560893 1.0127365855005361 5.527415389662564 7.5922886163591938
leaf_count=930 280 103 39 127 34 89 185 298 35 12 196 245 12 40 37 181 10 73 108 51 52 65 53 40 87 106 19 37 57 433
internal_value=2.39454e-07 1.25271e-06 2.12791e-06 -1.75742e-05 -0.0160694 -1.60897e-05 0.0267228 -0.0165399 -0.0810994 -1.91028e-05 -0.000416461 2.42911e-05 -0.0189716 0.0207305 -0.0118457 2.99064e-05 0.00020426 0.000577003 0.000309289 0.00199536 -0.000182056 -4.45573e-05 -6.63782e-05 0.000647292 -0.000115401 -0.00103304 0.000398399 -4.61534e-05 -0.000186428 -0.000412223
internal_weight=41.9332 41.9314 41.9299 40.9224 0.00378422 40.9186 0.00461056 0.00257712 0.00232707 40.914 4.02817 36.8859 0.0109004 0.00726763 0.00495458 36.875 13.119 6.67677 6.08998 1.04195 6.44219 5.89965 23.756 1.52693 22.2291 1.55976 1.03221 20.6693 14.1324 8.60503
internal_count=4034 3104 2824 2721 108 2613 610 425 74 2003 285 1718 101 89 77 1617 540 242 169 61 298 117 1077 93 984 212 125 772 527 470
is_linear=0
shrinkage=0.1


Tree=651
num_leaves=31
num_cat=0
split_feature=16 0 5 7 18 15 9 23 22 21 19 12 4 8 20 7 17 3 19 5 15 6 19 9 20 17 16 16 8 23
split_gain=0.00011722 8.06586e-05 0.00085771 0.00047657 0.000330385 6.81981e-05 0.000292111 0.000874948 0.000221973 0.000192287 0.000107816 6.48466e-05 0.000202737 6.24565e-05 0.000374994 0.000111357 5.67903e-05 0.000432761 7.42464e-05 0.000240171 0.000122444 0.000600233 0.000515246 0.000189151 0.000139409 0.000208534 0.00017383 0.00010202 0.000214785 0.000149363
threshold=9.8549769548000015 83.503509531750026 28.449653740450003 21.623105384250003 11.862896247150001 46.435439118750004 177.77223095870002 0.41214500000000009 -0.15627499999999997 15.285239689500001 14.651182102100002 82.696898122450008 143.78867033265001 8.7431769115000026 40.040005255000004 22.907491544400003 201.53484968420003 83.326071295150015 14.351157895250003 20.204934414350003 31.233764884050004 14.745344522600002 14.151141757350002 210.65484416470002 41.571132012400007 191.46721301340003 15.524963695900002 22.554947256700004 8.543332867800002 0.09062000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 -3 -7 11 12 -8 16 -15 -16 18 -18 20 -20 21 23 -22 24 26 -26 -13 28 -21 -29
right_child=1 5 3 -5 -6 9 10 -9 -10 -11 -12 13 -14 14 15 -17 17 -19 19 27 22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.033749896876627501 -0.064579559198096839 0.024029830580299779 0.023103605606630662 0.075448024593735091 -0.049789787002609089 -0.0022179931052735964 0.00018810907881376641 0.10002284612014894 -0.042349282656540276 0.00015189888178062186 0.0014493632411817455 0.00012649076199487986 -0.0022551115441872861 0.0028973165324174257 -0.0013918432048261929 0.00032039594256966708 -1.7209117183014683e-05 -0.0029687832417066452 0.0023723230436643716 0.0025437419660599438 -0.0033135962807141145 0.0034551575256665879 -0.0001227189474351508 -0.0018496506685827059 -0.00022618419864775982 0.0026277709471788919 -0.0018114950703988068 -0.00059963098250279546 -0.00035834041286958787 0.00030578524949196814
leaf_weight=0.0010290877379109933 0.0019974809331135815 0.0010030882490101832 0.0015840712658333755 0.0010083062952617183 0.0010235677436623014 0.5193389327681136 1.0068137981325032 0.0011495496173736797 0.0010120511883785514 1.0047060391064517 0.52335477325914226 5.0171331159314265 0.51252071383068987 0.52238403543641654 0.50640386473241994 1.5196149856985242 5.5188213332024061 0.54588888850519968 0.51497960201231663 0.51466232749044027 0.53029126955709571 0.54187372780233989 11.070775751843632 0.5119002591142382 0.50599418728383383 0.5182547756149809 0.50986639478725226 2.5372660295259504 0.50552146962468214 6.4631170470624966
leaf_count=509 374 226 139 9 117 121 32 3 358 19 50 151 55 50 13 61 363 221 39 78 242 81 187 78 111 47 71 109 10 110
internal_value=2.18564e-07 -6.09749e-07 -0.0119868 0.0170659 -0.00550899 9.95125e-07 2.57669e-05 0.030406 -0.00930735 -0.000655674 2.33869e-05 4.6707e-06 -0.000636068 3.00521e-05 0.000508379 -0.000107579 -3.99134e-06 -0.000282882 5.28782e-05 0.000266205 -6.41429e-05 0.000247709 -0.000268576 1.6382e-06 0.000146294 0.00121787 -5.22887e-05 0.000157967 0.0011057 5.05426e-05
internal_weight=41.9313 41.9303 0.00561343 0.00361595 0.00260764 41.9246 40.4006 0.00316469 0.00201514 1.52404 40.3974 39.8741 1.51933 38.3547 2.5484 2.02602 35.8063 6.06471 29.7416 10.5355 19.2061 7.60502 11.6011 7.06315 6.55125 1.02425 5.527 10.0206 1.02018 9.00038
internal_count=4034 3525 639 265 256 2886 2746 587 584 140 2159 2109 87 2022 124 74 1898 584 1314 346 968 539 429 458 380 158 222 307 88 219
is_linear=0
shrinkage=0.1


Tree=652
num_leaves=31
num_cat=0
split_feature=16 5 19 17 8 8 5 20 20 15 18 16 9 17 17 23 19 7 6 20 22 23 16 14 22 4 17 23 19 21
split_gain=9.95987e-05 0.000101224 0.000296467 0.000466149 6.13213e-05 7.26046e-05 8.58736e-05 8.52882e-05 0.000129882 0.00032426 0.000140133 0.000236524 0.000471486 9.25218e-05 0.000164253 0.000110173 0.000208109 8.74692e-05 8.22362e-05 0.00015359 0.000149517 0.000594181 0.000144272 0.000110146 0.00010301 8.78114e-05 7.97202e-05 0.000274186 0.00010997 0.000176953
threshold=12.604970524100002 13.154029769200003 12.250988447150002 239.21206428850002 8.8430989333000021 8.7431769115000026 21.991679690250006 40.316494640950005 40.040005255000004 41.195083317300011 14.420596409350003 15.404963976500001 214.31567825310003 195.76335783930003 200.79056394860001 0.078905000000000017 14.051133688400002 24.525599138800004 16.465384711100004 40.583589072600013 -0.059424999999999999 0.10507500000000002 22.654947022900004 163.71362709910002 -0.074999999999999997 285.22127102665007 199.45200027940004 0.09117500000000002 14.551174033150001 3.2025200283000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 8 10 -10 13 17 -13 15 -15 -3 -17 -12 22 -20 24 -22 23 -9 25 -21 28 -28 29 -25
right_child=1 4 3 -5 -6 6 -8 18 9 -11 11 12 -14 14 -16 16 -18 -19 19 20 21 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-0.023869973232514042 0.062981826644673472 0.00089357571201545329 -0.040516330097901121 0.041564914775480244 -0.0010642846515336172 0.0012417267817812455 5.3548581922332779e-05 0.001591620467574903 -0.0030944780966938585 0.00046468645407229584 0.00031139007692597003 -0.0039784351739095098 0.00026670207766353441 0.0022311692002582955 -0.00029484372898393304 -0.0021587170742731394 -1.5834466277336177e-05 -0.0012065319801660155 0.00099861764827706141 -0.00010905669202267652 -0.0039205089106290163 0.00022225431289056748 0.0018381350536771778 0.0021339115869716723 0.0012631225552254502 -0.0014652498570104464 1.6225695761865098e-05 -0.0023807762851842983 -0.0011798239071507536 0.00023488211239256355
leaf_weight=0.0017479257752331936 0.0010024221862681695 1.0105839539523582 0.001418678058334566 0.0013505561696618429 0.53470680736853538 1.019561063906621 1.5078596659702013 0.51189080670475462 0.51721552410970051 0.50679062481503934 1.5056587857395705 0.5406255907493287 0.5069697912031188 0.52174454759006017 0.50811310404969845 0.51240074610539466 3.9228882307761523 0.50761176334868086 1.0106384391506953 6.0365400526412127 0.52693868888105022 1.0094119879095584 0.51793712688149085 0.51451506693297311 0.50704032929934317 0.51843034512788477 5.5278667743907866 0.52229820030136398 0.50934052263741669 10.58953737248604
leaf_count=930 172 168 248 45 199 31 34 70 42 18 13 231 35 44 25 95 79 95 14 204 168 22 65 140 14 103 156 128 21 425
internal_value=2.40248e-07 1.23535e-06 0.0163829 -0.000485288 -2.38373e-07 1.35076e-05 0.000532859 -2.0268e-05 -0.000262786 -0.00133301 -0.000147868 -0.000705433 -0.00192406 0.000115674 0.00098488 -4.86996e-05 -0.000263398 -7.1328e-05 7.02238e-05 -0.000167528 -0.000304596 -0.00119863 0.000192436 0.000145539 -0.000110096 -0.000216318 0.000103632 -0.000190703 0.00025697 0.000322875
internal_weight=41.9306 41.9289 0.00377166 0.00276923 41.9251 41.3904 2.52742 38.863 10.5606 1.02401 9.5366 3.06087 1.0476 6.47573 1.02986 5.44587 4.43529 2.01327 28.3024 9.609 8.59836 1.53635 18.6934 18.1754 7.06201 6.55497 17.6636 6.05016 11.6134 11.1041
internal_count=4034 3104 465 293 2639 2440 65 2375 845 60 785 374 266 411 69 342 174 108 1530 525 511 190 1005 940 321 307 870 284 586 565
is_linear=0
shrinkage=0.1


Tree=653
num_leaves=31
num_cat=0
split_feature=16 13 8 9 10 15 23 0 20 16 12 4 19 22 4 23 22 7 14 23 23 6 19 9 20 20 22 20 22 22
split_gain=0.000110833 0.000453284 0.000551841 0.000235997 0.00153117 0.00203108 0.000918055 0.00073323 0.000498577 0.000178825 6.42774e-05 0.00017732 4.94857e-05 0.000196712 6.07945e-05 0.000149933 0.000402513 0.000122972 0.000107804 0.00012444 0.000233319 0.000100265 0.000178557 0.000101441 9.91654e-05 9.12319e-05 0.000227309 8.89612e-05 7.4448e-05 0.000118996
threshold=9.8549769548000015 98.050756475600011 7.3442686056500008 177.77223095870002 61.622148808000013 43.030193406950012 0.11660000000000002 82.250688042950017 47.709122305950011 19.124955277500003 82.696898122450008 143.78867033265001 14.651182102100002 -0.086139999999999994 244.52697497700004 0.10661000000000002 -0.06483499999999999 22.977992916200005 256.58292080065002 0.079805000000000029 0.080770000000000022 16.525386113000007 14.451165964200003 205.22231928645002 36.893814626400008 38.064633603500006 0.26336000000000009 43.680097826700013 -0.099639999999999992 -0.12546499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 7 8 -5 -3 -10 11 -6 14 -14 15 24 -17 -16 19 -19 -21 22 27 -23 -12 26 -26 -20 29 -27
right_child=1 3 -4 4 10 -7 -8 -9 9 -11 12 -13 13 -15 17 16 -18 18 21 20 -22 23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=0.032871540890645624 0.0039073793224857012 -0.052021517209010243 -0.10000714537166606 -0.020555584226979593 0.00014078397308645629 0.021534084583285498 0.10003118572816837 -0.095862532818118518 0.054122056934264501 -0.0023554864662212482 0.0014283423626517858 -0.0021436369594868341 -0.00068790606719589843 0.0020845894104825091 -0.0016500649187401969 -0.00072141382924402746 0.0031819058714866303 -0.00010296900004042525 -5.8219818199697474e-06 9.1904706262992689e-06 -0.0030145096587175786 -0.0013257116916054732 0.0019308945045085403 9.1777008886144396e-05 -0.0022548836740092027 -1.0635547305572723e-05 0.0006730068425894963 0.0013464354855585786 -1.0765758003559225e-05 0.0011586797150974753
leaf_weight=0.0010257065460085304 0.0010415218020834996 0.0013010987582444114 0.001003379277124683 0.001828462564850919 1.0070694458813623 0.0034801967928288491 0.0011506115224619862 0.0044142637232837956 0.0011177194633752996 0.0011248207854919201 0.52018631491346567 0.51280586831456521 0.50437580396904025 0.51949036978112306 0.51592461407088919 0.51425989802714867 0.54328484811564581 1.5006296248554964 10.590170113030807 0.50003077089786507 0.52118814064391472 1.0158167373403366 0.53249036923666793 1.0037024832054156 0.56127053713919639 2.0156816152150441 0.50260351806355175 0.50992428524490385 16.489986278763546 1.5315744336899393
leaf_count=509 447 603 232 42 37 26 10 37 87 50 80 52 16 36 76 57 65 14 543 2 52 30 122 16 50 112 5 32 432 162
internal_value=2.51227e-07 -5.52903e-07 -0.0470807 1.74334e-06 -7.67203e-07 -0.0396799 0.0224223 -0.0738055 -0.00277719 0.0257939 8.43763e-06 -0.00062998 3.24597e-05 0.000718806 1.46099e-05 0.000121214 0.00128381 -0.000130248 -8.17676e-05 -0.000682456 -0.00153398 2.91928e-05 0.00014211 -0.000621219 6.43485e-05 3.07233e-05 -0.000871667 5.6299e-05 7.86355e-05 0.000494232
internal_weight=41.93 41.9289 0.0020449 41.9269 41.9222 0.00972292 0.00469425 0.00624273 0.00354364 0.00224254 41.9125 1.51988 40.3926 1.02387 39.3687 22.6788 1.05754 16.6899 16.174 2.52185 1.02122 13.6521 11.6326 2.01952 21.6213 21.1011 1.06387 11.1001 20.0372 3.54726
internal_count=4034 3525 679 2846 2096 105 750 79 740 137 1991 89 1902 52 1850 963 122 887 811 68 54 743 697 46 841 761 55 575 706 274
is_linear=0
shrinkage=0.1


Tree=654
num_leaves=31
num_cat=0
split_feature=16 8 19 15 22 15 2 9 22 22 13 16 9 22 10 23 16 17 13 15 20 23 13 7 18 21 6 6 21 4
split_gain=9.0811e-05 5.89017e-05 8.08992e-05 0.000170937 0.000183121 0.000311263 0.000736257 0.00016885 0.000149718 0.00124179 0.000636759 0.000988535 0.000923714 0.000517558 0.000734781 0.000485966 0.000180358 0.000100534 0.000242585 0.000159343 9.01482e-05 0.000162067 7.70803e-05 5.8552e-05 0.000151293 0.000307544 9.72699e-05 0.000377291 0.000203071 8.96766e-05
threshold=9.8549769548000015 8.8430989333000021 14.351157895250003 46.074827201850006 -0.063749999999999987 37.491361913600009 102.94361713510001 206.57490536735003 -0.14429 -0.15076499999999998 117.49368567500001 20.404952284350003 208.07152902175002 -0.58559499999999998 71.322105742700003 0.097970000000000015 19.029955499700005 195.42788627465004 117.47755492620001 37.491361913600009 40.377444152000002 0.091935000000000031 117.48293184245001 24.024273989350004 13.946975448150001 3.3335862513000003 14.845346859150002 16.505385645700006 6.9016076392500008 162.53166217615004
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 -6 -7 -5 9 10 11 12 13 15 16 -2 -15 20 -19 -20 -4 22 -22 24 -10 -26 28 -28 29 -25
right_child=1 -3 3 7 5 6 -8 -9 23 -11 -12 -13 -14 14 -16 -17 -18 18 19 -21 21 -23 -24 26 25 -27 27 -29 -30 -31
leaf_value=0.029908623100030108 -0.001250362694328019 -0.0010435291240903171 -0.00028529160402426145 -0.002306493392750639 0.00029969107952717102 -0.00030987165837742086 0.0048519553236850777 0.00026664467167256969 -9.5964322679636366e-05 0.084848974578165606 -0.074514979558645722 0.077651711882985169 -0.072950056191735932 0.042138607175963926 -0.08482770630128833 0.085964916552294518 -0.013835960632327308 -0.0024074201444870599 -0.001025211148804732 0.0014787355934047888 0.0013265495871459623 0.0015853504196595353 1.0135295006956957e-05 0.0013168195258898257 -0.00031874312412188705 -0.0031315064045278791 0.0029377649067839832 -0.00013523769235688395 -0.0019882813313593247 -3.4208266679305383e-05
leaf_weight=0.0010151757320774326 0.0012391655047376843 0.53453780475045576 2.3688994007352431 0.51498237556589532 2.5215347882949568 0.54399936550180406 0.561586809725938 0.5051901559455132 10.083577116057837 0.0019188495532596996 0.0011039753583794729 0.0015878619415161666 0.001746341923040462 0.0012189442625973376 0.0010609831235838911 0.0013188439566889087 0.0010907466915739406 0.52580766677465351 0.50366304689168806 0.5130033754443275 0.50919677796025542 1.0245006372124406 3.5166852849723114 0.51129445828341147 1.5143346738094545 0.52296788342867984 0.54385407741165126 1.5055549225144202 0.52441498124637931 12.566167852023073
leaf_count=509 75 201 40 102 46 4 112 15 410 73 91 21 92 277 261 28 52 67 29 41 84 39 62 66 56 121 106 12 289 653
internal_value=2.05322e-07 -5.18831e-07 1.29502e-05 0.000212703 0.000313593 0.000913095 0.0023121 -0.00103227 -8.48904e-05 0.0109519 -0.00272609 0.0058299 -0.00902909 0.00979935 -0.0159397 0.0437156 0.0157047 7.09546e-05 -0.000663612 0.000238264 0.000223672 0.000462403 0.000176636 -8.97728e-05 -0.000254769 -0.00104077 3.80057e-05 0.000680249 -5.87617e-05 1.86134e-05
internal_weight=41.9291 41.928 41.3935 13.609 12.5889 3.62712 1.10559 1.02017 27.7845 0.0122857 0.0103669 0.00926289 0.00767503 0.00592868 0.00337067 0.00255801 0.00230969 8.96176 1.54247 1.01667 7.41928 5.05038 4.02588 27.7722 12.1209 2.0373 15.6513 2.04941 13.6019 13.0775
internal_count=4034 3525 3324 641 524 162 116 117 2683 970 897 806 785 693 590 103 329 362 137 70 225 185 146 1713 587 177 1126 118 1008 719
is_linear=0
shrinkage=0.1


Tree=655
num_leaves=31
num_cat=0
split_feature=16 5 16 18 23 21 15 4 17 9 20 16 18 7 20 6 19 21 21 16 5 21 18 23 14 22 15 15 21 20
split_gain=9.07285e-05 8.95704e-05 0.000265064 0.0002962 4.96795e-05 0.00016564 0.000126222 0.000121083 0.000242602 0.00404973 0.00450659 0.00157674 0.000225944 0.0013504 0.000536016 0.00010138 0.000190848 0.000331317 0.000146318 0.000107872 0.000124585 0.000104899 0.000190464 7.84626e-05 0.000244733 0.000227899 0.000163684 0.000500018 0.000147226 0.000216003
threshold=12.604970524100002 13.154029769200003 14.764965473100002 17.265661702600003 0.09180000000000002 15.475979305150002 46.074827201850006 275.94315914030005 192.77618096940003 205.88909726980003 41.685324604100011 22.604947139800004 12.844794714750002 22.105125139000005 41.32819714970001 16.565387047600002 14.451165964200003 3.4801976177500005 13.656939542650003 22.604947139800004 22.468249633400003 2.0502020052500005 13.603286548350003 0.10249000000000003 186.46805587060001 -0.093879999999999991 38.884669609800007 45.560261772200008 8.5501791199000028 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 2 -2 -4 6 23 7 12 -9 10 11 -10 13 14 -3 16 19 -18 -17 21 -21 22 -14 26 -25 -26 28 -28 -6 -30
right_child=1 4 3 -5 5 -7 -8 8 9 -11 -12 -13 15 -15 -16 18 17 -19 -20 20 -22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.023314443245028762 0.051535825455514453 -0.061822611117777961 -0.035735483143838932 0.036279961475652475 0.00028772700360123876 0.0018734746179368857 -0.001655517257978973 -0.00059500495673018715 0.030792656867278625 0.00032585545100550416 -0.0026970841596471451 0.096033309311008896 0.00039336187596874058 0.097543687653013397 0.029112281241960053 0.0020310673796897142 0.00033103378281196445 -0.0032535475680331989 -0.00036421313100559125 -0.0015714526973704406 -2.7601910530341876e-08 4.5486916843900643e-05 -0.0023233051106914494 -0.0021396990333759085 -0.0020401015110719672 0.00011552245694747893 0.0036933416786627468 -8.5394773652580939e-05 0.00044951222106188213 -0.0024675527347867939
leaf_weight=0.0016690449130781762 0.0013166645496387871 0.0014275518614134111 0.0013213295770895944 0.0010059277577525449 5.5497530938175021 0.52307604860457857 0.51003487378852241 0.50509220913187236 0.005654260818232614 0.51376835756486727 0.01471323073141706 0.01074244443407224 0.50527658141907028 0.0015384710732178064 0.0011873579609695817 0.51789497063023293 0.506188164166814 0.52557615730314922 0.5024431596393697 1.0148055052679859 1.0033439631779968 16.090656582041959 0.52748457621962075 0.56277746116224747 0.51728956010137395 9.4535478114187921 0.53710390286445875 1.0062104113234722 0.50324277105391935 0.51221391448058284
leaf_count=930 209 152 209 47 232 59 113 125 38 176 40 28 29 9 224 128 18 75 6 24 18 467 89 90 92 213 81 33 13 67
internal_value=2.26865e-07 1.15499e-06 0.0156787 -0.00460771 -2.07693e-07 0.000118416 -0.000100105 -6.44469e-05 0.000983781 0.00244729 0.0374819 0.0735356 -0.000116368 0.0232052 -0.0205316 -0.000120938 -0.000170126 -0.00149494 0.000851564 -9.87162e-05 -0.000790202 -1.72183e-05 -0.000994181 6.9171e-05 -0.000110826 3.68814e-06 0.000303002 0.00122968 8.5163e-05 -0.00102191
internal_weight=41.9284 41.9267 0.00364392 0.00232726 41.923 19.1652 22.7578 22.2478 1.04997 0.544878 0.0311099 0.0163967 21.1978 0.00415338 0.00261491 21.1937 20.1733 1.03176 1.02034 19.1416 2.01815 17.1234 1.03276 18.6421 10.5336 9.97084 8.10852 1.54331 6.56521 1.01546
internal_count=4034 3104 465 256 2639 880 1759 1646 407 282 106 66 1239 385 376 854 720 93 134 627 42 585 118 821 395 305 426 114 312 80
is_linear=0
shrinkage=0.1


Tree=656
num_leaves=31
num_cat=0
split_feature=8 8 5 19 22 23 4 20 9 10 21 22 23 22 23 9 10 13 9 20 21 17 20 12 3 16 6 3 5 9
split_gain=4.97054e-05 8.35968e-05 8.56514e-05 6.2964e-05 0.000126181 0.000356139 0.000231162 0.000851873 0.000203397 9.65341e-05 9.544e-05 0.000243265 9.48507e-05 7.97853e-05 0.000143363 8.29366e-05 6.95516e-05 0.000466034 9.59963e-05 8.28826e-05 0.000202566 0.000347462 9.33907e-05 0.000104442 7.57781e-05 5.92038e-05 5.30144e-05 0.000188027 6.95061e-05 5.36143e-05
threshold=8.8430989333000021 8.7431769115000026 21.991679690250006 14.351157895250003 -0.084275000000000003 0.083155000000000021 266.52371110730007 41.243661560350013 201.7576686733 61.982402197500001 5.3092490988000014 -0.11572 -0.50325999999999993 -0.092479999999999993 0.098545000000000021 197.29115675710003 62.014663695050011 117.62810858150002 195.70012057590003 40.280372415600006 4.1620892039000008 181.44667750215004 40.377444152000002 86.968866757150025 93.181958801350021 22.604947139800004 14.865347326450001 83.326071295150015 17.324237253850004 193.42660545270004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 12 10 -6 7 9 -8 -7 11 -5 -1 14 15 -12 17 -14 24 20 26 -22 -21 -24 -19 -15 27 28 -18 -28
right_child=-2 2 -4 4 5 6 8 -9 -10 -11 13 -13 16 25 -16 -17 19 18 -20 22 21 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=0.026689811376217135 -0.00095759715285242638 0.0012778597515510763 9.1325146812261116e-05 5.3565499423616347e-05 0.002957998715410639 -0.00045406330584657495 4.0987224274532299e-06 0.0044927112528557632 -0.0021740215558258575 0.00082446729286891982 0.0011620239215000272 -0.0026183980326232523 -0.0032845579330051397 -1.203323821755639e-05 -0.0018103534951757639 -0.00030918574164454928 -0.00019200301906404575 0.00026030309870089834 0.00076693915006327096 0.0013918359190770659 0.00024948133397829128 -0.003406743752736658 0.0014278973661332323 -2.9031894160357624e-05 -0.0014726143449140094 0.0010707053047959881 -0.00020050296763283421 -0.0020431395714691422 0.0010622093092688889 0.0012513538384995755
leaf_weight=0.0013203907918101212 0.53473762841050287 1.0197191072779817 1.5081780088365411 1.0029379749619236 0.52700844458921281 1.4136998086069081 2.5185465087815819 0.53364913279864357 0.51668102024132156 1.0142340205784419 0.51415717187340737 0.51606284576070027 0.51856860010034145 1.0090376871409894 0.51038943958872085 1.5041102727425082 3.5189058238751292 0.50088098805099457 1.0078480964075422 0.50805319408676552 0.50267546956642561 0.53822146047183039 0.50753792991987268 16.111249227709969 0.5085411541895466 1.0110150825400976 0.50460501736076391 0.5270791570548149 0.50530531131903433 0.51286452093785329
leaf_count=130 201 31 34 19 123 23 68 78 55 27 44 51 348 23 38 34 430 3 14 29 52 275 27 1535 78 18 50 123 25 48
internal_value=3.55281e-07 1.27306e-05 0.000569957 -2.35129e-05 0.000160347 0.000465642 0.00024661 0.000875149 -0.000366679 8.00242e-05 -0.000167897 -0.000854203 -0.000111627 6.12889e-05 -0.00031304 6.56075e-05 -0.000112974 -0.00061077 7.65659e-05 -5.97928e-05 -0.000360589 -0.00164106 5.62917e-05 1.54627e-05 -0.000612731 0.000529866 -0.000121247 -0.000267132 -3.45162e-05 0.000531318
internal_weight=41.9278 41.3931 2.5279 38.8652 12.5915 6.52382 5.99681 2.96158 3.03523 2.42793 6.06771 1.519 26.2737 4.54871 2.52866 2.01827 26.2723 2.53584 2.01727 23.7365 6.60966 1.0409 17.1268 16.6188 1.00942 2.02005 5.56876 4.55129 4.02421 1.01747
internal_count=4034 3833 65 3768 601 374 251 128 123 50 227 70 3167 157 116 78 3037 443 95 2594 1003 327 1591 1562 81 41 676 578 455 98
is_linear=0
shrinkage=0.1


Tree=657
num_leaves=31
num_cat=0
split_feature=16 22 12 21 16 22 2 2 22 2 8 9 17 6 2 2 20 18 15 18 2 14 21 22 16 23 22 7 21 20
split_gain=8.78565e-05 5.09017e-05 0.00203284 0.0053744 0.000165177 0.000148095 0.000290049 0.000437614 0.000258034 0.0010768 0.00356834 0.00288392 0.0021088 0.0010754 0.000276369 0.000133391 0.000106034 0.000111407 0.000295576 0.000217393 9.02118e-05 8.88602e-05 0.000320522 0.00248344 0.000858828 0.000484295 0.000252632 0.000170817 9.27092e-05 0.000280835
threshold=9.8549769548000015 -0.037054999999999998 87.111491403900018 3.9632429946000003 22.654947022900004 -0.053159999999999992 76.243484112200022 84.960908098050012 -0.067109999999999989 71.340832650850004 9.3427090425500019 194.45262321395003 188.83172615260003 14.865347326450001 65.896304893200011 80.683647763550013 38.400997490450003 13.327513832500001 38.483556206400003 13.222029912150001 49.864842700850012 170.13250779355005 0.17201659740000003 -0.096529999999999991 19.124955277500003 0.091290000000000024 -0.11347 22.407814303000006 10.003699902950002 41.806790701050012
decision_type=2 2 2 2 2 2 2 2 2 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 15 8 -7 -8 9 10 11 12 14 20 -2 -4 -17 19 -19 -18 -10 27 23 24 -23 -25 -26 -11 -24 -30
right_child=1 2 4 -5 -6 6 7 -9 13 21 -12 -13 -14 -15 -16 16 17 18 -20 -21 -22 22 28 25 26 -27 -28 -29 29 -31
leaf_value=0.029429596172555767 -0.023081474476286473 -0.045871615543857915 -0.0015163526415190682 0.090641279811434647 0.0017734086621607283 -0.0001031475725696166 1.8369439143413487e-05 -0.0041126588936050328 0.00028037792538450866 -0.00046062776830595013 0.080669173211507683 -0.093939464125715785 0.069292518134961276 0.0048499399245131867 -0.084524622688186848 0.0015047754072128659 -1.8113272006981115e-06 5.7873615922518845e-05 -0.0023826107968963266 0.0025228976201457434 -0.0016106652707518869 -0.018810885265068168 -0.00022535039271448574 -0.0059019797878597235 0.046156853349834298 -0.09433892093886137 0.10002734696183364 0.0021268460070724593 1.4894972587181193e-05 0.0024238892769684645
leaf_weight=0.0010143902181941602 0.0014353986115595019 0.0045530313040530465 0.52331775917536916 0.0078667599274098166 0.57935183420283287 2.5084440150385539 0.50037733153988007 0.52599720582523624 0.50093952566385036 0.50175547724301128 0.0025418603485150024 0.0066544442606524257 0.002601736476272265 0.54219591611449391 0.00149398454259142 0.5246159424630531 1.0086442004619822 10.041863791956738 0.52206888831599485 0.51528959376875594 0.50818064876492863 0.001056858112141526 16.501691539836116 0.001026797322728131 0.0012866830694377995 0.001559963327404823 0.0026916052156593651 0.51909930158979023 5.0322521071419652 0.53541395384133306
leaf_count=509 25 39 61 21 97 15 6 52 2 82 20 83 10 80 16 165 166 369 66 15 56 170 1219 40 50 24 9 46 145 376
internal_value=3.56084e-07 -3.55945e-07 0.000157565 0.0405964 0.000120946 -7.72345e-05 -0.00068258 -0.0020987 9.52337e-06 -7.42747e-05 -0.0271055 -0.0495868 0.00377343 0.001258 -0.0544175 4.80643e-05 0.000112975 5.25707e-05 -6.2735e-05 0.000851872 -0.000671928 -5.70393e-05 -9.92167e-05 0.020404 0.0613176 -0.0592345 0.0826042 0.000855089 -0.000106298 0.000246556
internal_weight=41.9273 41.9263 13.7276 0.0124198 13.7152 28.1987 3.53482 1.02637 24.6639 23.1126 0.0147274 0.0121856 0.00553112 1.55132 0.00292938 13.1358 12.6125 12.0879 10.5639 1.52393 1.00912 23.0978 22.077 0.00762191 0.00503515 0.00258676 0.00397829 1.02085 22.0694 5.56767
internal_count=4034 3525 999 60 939 2526 73 58 2453 2315 154 134 51 138 41 842 781 616 435 181 58 2161 2033 293 229 64 59 128 1740 521
is_linear=0
shrinkage=0.1


Tree=658
num_leaves=31
num_cat=0
split_feature=16 13 19 23 0 6 2 0 0 15 22 23 15 22 20 23 22 7 19 12 7 20 23 20 17 15 9 8 23 10
split_gain=8.62455e-05 9.25317e-05 5.26778e-05 0.000125576 0.000199916 0.000186768 0.000233232 8.60448e-05 0.00018925 0.000179163 0.00030352 0.000125546 0.000122834 5.89562e-05 0.000269248 0.00100353 9.78753e-05 0.000166948 0.000273572 0.000130758 0.000118174 0.000148146 0.000461049 0.000113523 0.000179049 0.00043748 0.000102091 0.000121989 9.34252e-05 0.000125046
threshold=12.604970524100002 98.050756475600011 14.351157895250003 0.13041500000000003 88.872360418250011 16.355382140900002 93.57193670880001 86.329079026800017 86.054856297550018 37.870720399650004 -0.087234999999999993 0.096315000000000026 46.074827201850006 -0.095854999999999996 34.654301448200009 0.091275000000000023 0.048475000000000011 24.876210878000006 13.251069136700002 92.218642671200016 24.710307675200003 41.481306584950012 0.092835000000000015 41.289992964000007 188.64489188380003 28.626568391100005 199.68228938305 8.2435668022500028 0.10469000000000002 66.590419433100024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 13 4 5 -4 -7 8 11 -9 -11 12 -8 -3 15 -15 17 20 -19 -18 21 23 -23 24 26 -26 27 -16 29 -21
right_child=1 2 3 -5 -6 6 7 9 -10 10 -12 -13 -14 14 16 -17 19 18 -20 28 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.022845848729105271 -0.025696870954752767 0.00020102825249716609 -0.0016885097674458451 0.0010200505354963254 -0.0018473672168938836 0.0022790962498148641 0.0020397685709737032 -6.5689394078442622e-05 -0.00200588429082271 -0.0003413684334660669 0.0018932293936773472 -0.0003616785967059945 -0.00015485944375224464 0.032536370814914527 -2.6133525677496933e-05 -0.059914238785877427 0.0016778834322034406 -0.0031256186256628997 0.00012183356040092876 0.0016307304623989834 0.00082926220122539929 -0.0036247403118008941 -0.0002881036836795031 0.00088661043630743226 8.1866003854311878e-06 -0.0035461125736221803 0.00036194667666681013 -0.0013268636050818279 -0.0012738740909451355 4.6964469556627938e-06
leaf_weight=0.0016523046811148792 0.0014011099682197372 6.0529737470830467 0.53135694144209189 1.5210756152301872 0.52774347204649608 0.52930393757199468 0.51869756427669267 4.0128178878635481 0.52622468770732655 1.006983445651713 1.5334903300536096 2.4218399096909309 0.50171434413227312 0.0019356442185117775 2.5097017442842984 0.0029843364477173395 0.51266889449610076 0.52630576053975697 0.51154161422024913 0.50992906652665215 1.014450613604821 0.52128361545861368 2.0145096116870285 1.0130044419952522 1.0098610714129561 0.52702305163256813 3.5158519017276149 1.011658106013783 0.51407629774469388 6.5209076323448452
leaf_count=930 280 981 108 41 97 120 73 107 37 12 42 72 51 19 52 33 29 212 85 97 31 123 45 13 28 56 39 21 39 161
internal_value=3.83146e-07 1.28357e-06 2.14246e-06 0.000163633 5.60643e-05 0.000142793 0.000230845 0.000127807 -0.000239675 0.000350343 0.00100749 3.0329e-05 0.000960718 -7.56683e-05 -0.000150984 -0.0235418 -0.000145807 -0.000303997 -0.00152499 0.000132485 -0.000207538 -0.000294299 -0.000974017 -0.000114513 -0.000232792 -0.00121064 -1.92361e-05 -0.000399823 2.74773e-05 0.000122629
internal_weight=41.925 41.9233 41.9219 13.6312 12.1102 11.5824 11.0511 10.5218 3.96848 6.55329 2.54047 3.44225 1.02041 28.2907 22.2377 0.00491998 22.2328 14.1752 1.03785 8.05758 13.1373 12.1229 2.53579 9.5871 8.5741 1.53688 7.03721 3.52136 7.54491 7.03084
internal_count=4034 3104 2824 760 719 622 514 394 233 161 54 196 124 2064 1083 52 1031 705 297 326 408 377 168 209 196 84 112 73 297 258
is_linear=0
shrinkage=0.1


Tree=659
num_leaves=31
num_cat=0
split_feature=4 21 19 22 17 22 12 6 22 19 0 7 17 9 9 10 9 9 20 10 21 15 22 2 3 0 21 6 5 21
split_gain=5.35517e-05 0.000620868 0.00222964 0.000929798 0.000757056 0.000734923 0.000200323 0.000101214 0.000246345 0.00013392 0.000252821 0.000160638 0.000191935 0.000115274 0.000181056 7.56636e-05 8.77268e-05 7.22246e-05 6.87881e-05 0.000154309 5.79588e-05 5.58559e-05 0.000217876 0.000108644 7.2673e-05 9.94801e-05 8.74915e-05 0.000232017 0.000232427 9.96532e-05
threshold=244.52697497700004 0.17201659740000003 13.751109481500002 -0.013805 181.79266834725004 -0.10423499999999999 174.18091207835002 16.525386113000007 -0.088224999999999984 14.551174033150001 88.098084476650016 23.109894804950002 188.64489188380003 201.61239113610003 203.06170522940002 61.93938686740001 199.68228938305 219.21617201485003 41.919251152600005 80.468240302450013 6.5119136755000007 38.213426205600008 -0.06483499999999999 115.72920527990001 93.765354215650021 86.20003303655001 1.9176293050000004 14.745344522600002 18.613387752550004 11.859661033550003
decision_type=2 2 2 2 2 2 2 2 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 -3 21 9 -9 11 -11 12 -6 15 -15 -13 -17 18 -16 -20 -7 24 23 -23 25 -1 27 -27 -29 -28
right_child=1 4 -4 -5 7 20 -8 8 -10 10 -12 13 -14 14 17 16 -18 -19 19 -21 -22 22 -24 -25 -26 26 29 28 -30 -31
leaf_value=0.00080325614270320214 0.015767549618086289 0.0061831650069152991 0.068081185427342192 -0.10004765317925773 5.9769257163272634e-05 -0.066811937777630406 0.0020305354878482418 -0.00021926856785764288 -0.002658312064832859 0.0026224626128527519 -0.00051824678845735408 0.0014019641983495292 -0.0026816719379021401 -0.0021676833915112055 -9.2138440042197929e-05 -4.5160580387823123e-05 0.00081301511549354197 0.000928031785866772 -0.0022470295990846849 0.00021115720821514319 -0.10004968745406558 0.00092385162230245073 0.0022123168776779253 -0.00047466782050115027 -0.0011815707313459075 -0.0024692505787669099 8.5601829226145576e-05 0.0016164401400227972 -0.0013914700612365472 -0.0009325427894032348
leaf_weight=1.5222914006726593 0.0013493445962463081 0.0015725439525655534 0.0049916602411030908 0.0014255410548381043 0.50512085775955307 0.0010031625907246959 0.52323027451668735 2.0076543707554246 0.5217079375590109 0.5167920526913885 0.50849500976437412 0.50931031613435962 0.51654759579521115 0.51556811110742984 3.017222119444777 5.5262973013411774 1.5184961555023049 0.51236927180819591 0.52068618919767551 0.50114838448949328 0.0010998156295109543 0.87878097097200303 0.57222624769464658 1.5098857725186006 0.51140045243481935 0.52387584208619031 16.625640884827174 0.51520773836199374 0.51238191578750047 1.0203269844096308
leaf_count=57 162 179 35 79 71 47 46 46 65 44 23 15 85 40 184 503 54 183 138 10 104 58 51 39 518 194 798 43 51 112
internal_value=3.7169e-07 -0.000135073 0.0281325 -0.0437302 -0.000147836 -0.0455272 9.46796e-05 -0.000138137 -0.000722347 -3.7396e-05 0.00106482 -0.00012023 -0.00132628 -2.26008e-05 -0.000391607 0.000224914 0.000139818 -0.00019042 -0.0003323 -0.00104144 -0.0841946 5.28105e-05 0.000459697 3.98419e-05 -3.93392e-06 2.51323e-05 -3.65703e-05 -0.000756538 0.000116621 2.67306e-05
internal_weight=41.9241 17.2089 0.00776655 0.00277489 17.2011 0.00367552 24.7152 17.1974 2.52936 14.6681 1.02529 13.6428 1.02167 12.6211 5.06699 7.5541 7.04479 4.55143 4.03906 1.02183 0.00210298 24.192 2.96089 2.38867 21.2311 20.7197 19.1974 1.55147 1.02759 17.646
internal_count=4034 2067 276 241 1791 330 1967 1461 111 1350 67 1283 156 1127 555 572 557 515 332 148 151 1921 148 97 1773 1255 1198 288 94 910
is_linear=0
shrinkage=0.1


Tree=660
num_leaves=31
num_cat=0
split_feature=15 21 19 13 8 15 19 5 23 9 15 22 3 7 18 18 23 20 18 16 18 20 23 20 21 8 7 13 3 12
split_gain=5.88558e-05 0.000204293 8.8537e-05 0.000323408 5.57479e-05 0.000339209 8.34505e-05 0.000102373 7.69451e-05 0.000343639 0.000762264 9.73637e-05 7.59896e-05 0.000181152 8.62741e-05 0.000168 0.000200433 0.000313983 0.000606298 7.29448e-05 0.000110216 0.000109763 0.000458872 7.40691e-05 0.000112095 0.000296329 0.000497766 9.70331e-05 0.000147435 7.48285e-05
threshold=46.435439118750004 15.285239689500001 14.651182102100002 95.862351557400004 8.8430989333000021 14.882823222300003 14.351157895250003 20.204934414350003 -0.50325999999999993 179.18874144770004 32.393814985100008 -0.23349 92.598563387050021 24.002506000500002 13.327513832500001 12.949585557300002 0.085895000000000013 40.377444152000002 13.303774303900001 22.594947163200004 13.303774303900001 41.50623664750001 0.43162500000000009 40.280372415600006 3.4801976177500005 8.543332867800002 26.157592435900003 109.72404167800001 84.812788641250009 86.968866757150025
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 10 11 -10 13 -9 15 -14 -17 -18 -19 20 -11 -21 -23 24 27 26 -26 28 -22 -25
right_child=1 -3 -4 4 -6 6 7 12 9 19 -12 -13 14 -15 -16 16 17 18 -20 21 23 22 -24 29 25 -27 -28 -29 -30 -31
leaf_value=-0.056205362955699514 -0.0022192707819694651 0.00022275223211349503 0.0013160079421729448 0.057731249199578373 -0.0010138188240282973 0.024227946333091846 0.0016052020155352901 0.0022846163876336007 0.01917967381755252 0.0014470630033774391 0.092015523035311145 -0.020311078492862789 -0.0003853884132701268 -0.00034681992793812082 -0.00020271846486456655 -9.4952115617876243e-05 0.00016117078689528445 0.0049718104609328198 0.00013749532911067863 -0.00014147456920005086 1.4603402207049005e-05 -0.0035257241737990976 0.00013099443469431047 0.0012983058635869776 -0.0042293594381089764 0.00030456469030646103 0.00015596908571139078 0.0012547840673043109 -0.0017879055468140361 5.972685862966409e-05
leaf_weight=0.0010234942476533551 0.51969071550610024 1.0051643996649202 0.52300778968378026 0.001018493704448952 0.52702013987039364 0.0013024983182202679 0.52461592564577486 0.53150778390408848 0.0011513860376378901 0.51719507036341994 0.0013025100540460244 0.0013638337391505889 1.909511192592843 0.51519457765243715 5.035084310907493 1.5121985914001927 1.0021581918408631 0.53832253997938984 0.50074709715227073 4.5299803065022379 4.0325760935797375 0.52222374447038755 1.0008773058652878 0.50665540763982519 0.53423594527752294 1.0061656390153073 0.50209556690368728 0.5192419890045129 0.51131910415557502 13.089336170848837
leaf_count=972 129 19 67 47 153 109 72 45 215 46 9 469 48 70 157 39 9 59 5 70 198 59 4 17 178 19 43 43 64 600
internal_value=3.45177e-07 -0.000609521 2.33648e-05 6.41047e-06 7.85331e-06 2.15376e-05 2.00438e-05 0.000238981 -7.68298e-05 -7.79904e-05 0.0299218 -0.00223349 0.000176897 0.000989404 9.58859e-05 0.000371104 0.000777621 0.00142405 0.00264206 -8.219e-05 5.1608e-06 -0.000388395 -0.00112278 -3.08627e-05 -0.000292512 -0.000917858 -0.0021047 -4.02447e-05 -0.000188231 0.000105883
internal_weight=41.9233 1.52486 40.3984 39.8754 39.8744 39.3474 39.3464 12.0693 27.277 27.2757 0.00381773 0.00251522 11.5447 1.0467 10.498 5.46294 3.55343 2.04123 1.03907 27.2719 21.2188 6.05308 1.5231 20.7016 7.10563 2.0425 1.03633 5.06314 4.5439 13.596
internal_count=4034 148 3886 3819 2847 2694 2647 504 2143 2034 693 684 432 115 317 160 112 73 64 1341 1208 133 63 1162 545 240 221 305 262 617
is_linear=0
shrinkage=0.1


Tree=661
num_leaves=31
num_cat=0
split_feature=5 23 16 17 15 22 15 18 7 6 18 22 20 23 9 3 9 10 6 13 23 18 20 21 18 20 21 6 17 17
split_gain=5.40044e-05 0.000212315 0.000131923 9.98405e-05 7.21962e-05 0.00027072 0.00012234 6.60635e-05 7.13885e-05 6.5214e-05 0.000576124 0.00133944 0.000229264 0.000605886 0.000175746 0.000123999 0.000425372 0.00032594 0.000258571 0.000263928 0.000136883 0.000116176 0.000132552 0.000181729 0.000124355 0.000101374 0.000260597 9.60995e-05 0.00011311 8.46147e-05
threshold=23.730745871350006 0.11082500000000002 22.654947022900004 199.20888372035003 41.492094664050008 -0.06828999999999999 42.493282152450007 13.222029912150001 23.356162058950002 16.455384477450004 12.909082926650003 -0.08854999999999999 41.50623664750001 0.088145000000000015 191.03141765810003 88.315849585200013 203.72699028675004 69.563854125350005 14.745344522600002 108.08408221840001 0.10249000000000003 13.86460725495 40.413896136950008 13.777807245600002 13.276755824150003 40.413896136950008 4.3657573166500008 16.495385412050002 186.93340979500002 195.00249838555001
decision_type=2 2 2 2 2 2 2 2 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 7 9 6 -6 -2 -9 10 11 -1 14 -14 -11 17 21 -12 19 20 -19 22 23 -17 -24 26 -16 -27 -29 -26
right_child=1 -3 -4 -5 5 -7 -8 8 -10 12 15 -13 13 -15 25 16 -18 18 -20 -21 -22 -23 24 -25 29 27 -28 28 -30 -31
leaf_value=0.051082218263292178 -0.0010992041431378693 -0.0022510581936442862 -0.0015585716732262151 0.0014472516083726189 0.0009622568928170129 0.0024549532635432 -0.00040181462943764237 0.0012006023970606782 -0.00016977710987211019 0.0012821282110319335 -0.0025347753558167315 -0.0850671081362534 -0.00025344736710619772 -0.0040681861252895666 -0.00037055191024357794 -0.0020053591768379093 0.0031164365475814084 6.1966538591748277e-05 0.0021398529280021741 -0.0022918827290284867 -0.0015979397207918627 -0.0012553499680901328 0.0020000323235389518 0.00015873284735629483 0.00015333615392429005 3.6392909404350476e-05 0.0023896070851207201 -0.00013762852436518188 -0.0016364123785255421 0.0010293687028183087
leaf_weight=0.0010619840123429758 0.50842564694073056 0.51145913991929237 0.51077468823982375 0.5150012326259209 1.0143327085424978 0.57468820427675282 1.8689909093427557 0.50871141626064353 1.5041234835596315 1.0161617413941693 0.52519528297749651 0.002261038767593925 2.0113715573897939 0.52503422207196582 1.0088036595303718 0.52310366223716309 0.53403075508231346 13.572565973473147 0.54402505074489127 0.52047243084036132 0.51567684186771856 0.5104517043236666 0.52837990559865211 1.502821944945026 4.0085792335174801 2.5036502722650766 0.51754616481179017 1.0010908427217518 1.013084751176393 1.5208929419168269
leaf_count=73 506 39 112 40 23 74 57 61 55 36 131 19 56 61 35 68 89 1563 139 232 191 67 89 10 47 13 30 12 32 74
internal_value=3.55089e-07 -0.000346319 -7.16688e-05 0.000178465 3.75135e-05 0.000473073 7.8056e-05 -8.07014e-05 0.000176564 -6.26255e-06 7.93632e-05 -0.041556 -0.000227622 -0.0010431 6.53339e-05 8.49407e-05 0.000377948 -8.5659e-05 -7.72385e-07 -8.04888e-05 1.20841e-06 0.000207783 0.000300173 -0.000400046 0.000534347 -0.000139237 0.000565347 -0.000377281 -0.000891483 0.000394291
internal_weight=41.9228 4.0585 3.54704 3.03626 37.8643 3.45801 2.88332 2.52126 2.01283 34.4063 24.8095 0.00332302 9.59674 2.53641 7.06034 24.8062 9.12826 15.6779 15.1527 14.6087 14.0882 8.59423 8.08378 2.02593 6.05785 6.04418 1.52635 4.51783 2.01418 5.52947
internal_count=4034 813 774 662 3221 154 80 622 116 3067 2792 92 275 117 158 2700 444 2256 2125 1986 1754 355 288 78 210 122 65 57 44 121
is_linear=0
shrinkage=0.1


Tree=662
num_leaves=31
num_cat=0
split_feature=8 8 2 3 9 0 17 9 22 15 3 20 16 3 17 21 7 22 7 16 5 13 16 18 12 7 19 14 10 22
split_gain=7.02002e-05 5.99686e-05 8.24431e-05 0.000332534 4.52898e-05 0.000112145 0.000102247 0.000267401 8.12608e-05 0.00114946 0.00160139 0.00073068 6.07745e-05 9.56243e-05 0.000223676 0.00016636 0.00016062 0.000530924 0.000147442 0.000385776 0.000102928 0.000152288 9.18592e-05 9.1217e-05 6.19415e-05 7.96975e-05 6.72072e-05 7.10909e-05 7.0091e-05 4.38193e-05
threshold=8.8430989333000021 8.7431769115000026 74.580378076100018 93.765354215650021 187.94830913940004 85.732241321850012 187.77231677760003 181.33671263215004 0.26336000000000009 19.215947067900004 81.715684874950014 39.458743938000005 22.674946976100003 93.281431752200021 174.76883460675 14.70115454445 23.051546669900002 -0.089094999999999994 23.445318439400001 22.624947093000003 22.327062271350005 117.69263157665002 22.494947397000004 13.4793103924 82.696898122450008 23.604435110900003 14.551174033150001 274.83340751960003 61.950140699950005 -0.018034999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 -6 29 -8 9 10 11 -7 13 14 -11 18 17 -15 19 22 23 -22 -16 -20 -25 -26 27 -27 -29 -1
right_child=-2 2 3 -5 5 8 7 -9 -10 12 -12 -13 -14 16 15 -17 -18 -19 20 -21 21 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.00021329521517244812 -0.0011392873686895053 -0.00021723299842199103 0.0030062311892606643 -0.00011104852200641814 -0.0014697966826354106 0.05150183526392646 -0.00049016073209092598 0.0027407616113998214 -0.001282386597992463 0.035906011956567244 0.099978536082589678 -0.047150860685039507 0.0010460425777816902 0.00076388824841839252 0.0014210533401207057 0.0018093990297258031 -0.00015925061916586785 -0.0037865887464849112 0.0012673371356152134 0.0030837160559159089 -0.0022624275219277801 0.00017073311561720261 6.3849112765340122e-06 -0.0011745526311084686 -0.00092764653579577522 1.3720255518932384e-06 0.0011208869292282958 -4.2141670072146116e-06 -0.0016549547654802184 0.00057378841739302671
leaf_weight=2.3758079987426464 0.53363719191042136 1.0022963019528135 0.51890885809007148 1.0049038287046803 0.55073558684043078 0.0013073078811322572 0.50122445213590328 0.52391299281942505 0.51131320596304775 0.0017387095828266244 0.0027430415905200789 0.0017635824110739384 0.52648514000793412 0.50533045658812625 0.52796719085427568 0.51992302859275596 4.5309397831301794 0.52049495100311449 0.50873213104205817 0.52045266778077337 0.52902302848190064 0.50068455029395409 3.513842022533936 0.51174776205835115 1.0069793838192733 17.624804110892118 0.50716092220136388 0.49998592585325108 0.52975502400898145 1.00719762239036
leaf_count=774 201 9 32 24 118 112 529 117 67 32 7 253 58 14 125 66 65 43 9 17 79 3 38 36 15 548 17 2 330 294
internal_value=3.43426e-07 1.50372e-05 0.000487166 0.000950489 -1.56521e-05 -5.42662e-05 0.000286154 0.00116105 -3.12718e-05 -1.21141e-05 0.0444483 -0.00515345 -1.98565e-05 -3.69347e-05 4.00246e-05 3.77404e-05 -0.000415069 -0.00154498 3.34579e-06 0.000521152 -0.000102977 -0.00107933 0.000191178 -5.55301e-05 -8.80722e-05 -6.05045e-05 -1.49348e-05 -4.58144e-05 -0.000853445 2.10375e-05
internal_weight=41.9218 41.3882 2.52611 1.52381 38.8621 34.4539 4.40814 1.02514 33.9032 33.3919 0.00581393 0.00307089 33.386 32.8596 27.3028 27.3011 5.55677 1.02583 26.7811 4.56226 22.2189 1.02971 4.04181 21.1892 20.6804 20.1687 19.1617 18.6545 1.02974 3.38301
internal_count=4034 3833 65 56 3768 2054 1714 646 1936 1869 372 365 1497 1439 1317 1285 122 57 1219 180 1039 82 163 957 948 912 897 880 332 1068
is_linear=0
shrinkage=0.1


Tree=663
num_leaves=31
num_cat=0
split_feature=8 15 21 19 22 9 21 22 23 9 22 16 12 7 16 23 16 15 18 18 2 23 20 6 23 21 7 8 18 12
split_gain=5.68259e-05 4.94e-05 0.000202843 8.38362e-05 0.000155453 0.000432892 0.000203896 0.000413014 0.00019747 0.000457291 0.000117471 0.000116175 9.21969e-05 8.54745e-05 6.69736e-05 0.000218757 0.000113659 0.000238417 0.000427258 9.79168e-05 8.43437e-05 6.67975e-05 0.000154796 6.19547e-05 5.09212e-05 8.44586e-05 4.79646e-05 0.000196953 0.000247979 0.00061945
threshold=8.8430989333000021 46.435439118750004 15.285239689500001 14.351157895250003 -0.078649999999999984 200.95377551580003 10.109275982950003 -0.10946499999999999 0.10301500000000002 198.16621393750003 -0.085584999999999994 22.564947233300003 118.69549532925002 22.996658327800002 22.594947163200004 -0.27628999999999998 22.634947069650003 36.207782793200003 13.043896815850003 13.303774303900001 147.36057300110005 0.10932000000000001 38.179089776100007 16.465384711100004 0.09117500000000002 7.3575695755500012 24.002506000500002 8.3434888241000014 13.712081531300003 69.826413229550027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 14 6 8 10 -8 9 -6 12 -12 -5 -14 15 -1 17 -16 -19 -17 -18 26 -23 -22 25 -15 27 28 -21 -30
right_child=-2 2 -4 4 5 -7 7 -9 -10 -11 11 -13 13 24 16 19 20 18 -20 21 23 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.040592616884999516 -0.0010246086005380615 -0.002150853974350771 0.00028358406432673613 0.0011530124174762703 0.0035962978422946299 0.0033453540501606465 -0.00082542586035751057 0.0031863725182523193 5.915618508771817e-05 -0.00057749175246443404 -0.00022021757365419488 -0.0023595542297786929 -0.0010667261152509479 -0.00012438062763838289 0.00012940575930814617 0.0013803378642262762 -0.00083929342611909841 4.3225422185534444e-05 -0.0040430696349997792 0.00063876466395274955 0.00066766415645057526 0.00044034591212064645 -0.0020237196242573492 -0.00023869418059708776 -0.00041523739564375083 0.0014581672956338674 0.0001152284754007367 0.00021500185517728772 0.00045791312924819245 -0.0044399753208610102
leaf_weight=0.001326203911669376 0.53401109534878699 0.51889511719496439 1.0054863756154615 0.51352391657201124 0.54446767329231505 0.53003416953742988 0.50637702580206678 0.52028185673225358 4.4184270715950333 0.50688171979709296 0.50355147041455051 0.51186639059994832 1.0086924541063238 1.0058346906451734 1.0008666813373559 0.51825763146176029 1.0129691673870409 0.50167249541118486 0.52224785110944794 0.50603375677943319 1.5111660721481714 0.5063137494288712 0.51353822904918278 1.5055590993655412 1.5054006889404261 0.50732893887334274 15.131458015978881 3.0151875912706601 0.50170640175929304 0.53206199406912413
leaf_count=190 201 114 17 46 144 69 20 36 51 12 17 43 22 43 4 475 29 10 35 89 37 71 91 21 21 17 1765 48 3 293
internal_value=3.68902e-07 1.35939e-05 -0.000545092 3.49583e-05 0.000248493 0.000616666 -8.70695e-05 0.00120764 0.000352249 0.00158401 -0.000326302 -0.00129865 -0.000108865 -0.00026977 -6.35316e-05 2.01504e-05 -0.000356905 -0.000968142 -0.00204098 2.26881e-05 -4.97792e-05 -1.12925e-05 -0.000800414 0.000215327 -3.45679e-06 0.000406211 2.95878e-05 -0.000254907 -0.00117507 -0.00206294
internal_weight=41.9214 41.3874 1.52438 39.863 12.5827 5.99981 6.58286 1.02666 5.46978 1.05135 5.5562 1.01542 4.54078 4.02726 27.2804 21.2259 6.05448 2.02479 1.02392 21.2246 4.02969 20.7063 1.01985 3.01673 3.01856 1.51316 19.6864 4.55499 1.5398 1.03377
internal_count=4034 3833 131 3702 541 276 265 56 207 156 209 60 149 103 3161 3025 136 49 45 2835 87 2360 162 58 81 60 2198 433 385 296
is_linear=0
shrinkage=0.1


Tree=664
num_leaves=31
num_cat=0
split_feature=8 8 2 20 19 22 15 4 14 4 20 7 21 15 12 4 5 22 2 21 22 10 9 22 22 20 20 23 22 23
split_gain=4.60008e-05 8.38555e-05 0.000100376 0.000244689 4.10805e-05 0.000197598 8.24562e-05 7.28678e-05 5.61283e-05 4.98929e-05 0.00011419 0.000103055 0.000116429 0.00012353 0.000175251 0.000278077 0.000210234 0.000194034 0.000101136 9.12998e-05 0.00012424 0.000250475 0.000500908 8.05299e-05 0.000135231 8.51648e-05 0.000106717 0.000332104 0.000173868 0.000217809
threshold=8.8430989333000021 8.7431769115000026 74.580378076100018 41.32819714970001 14.651182102100002 -0.086139999999999994 14.022476987850002 137.02556730370003 143.06733454090002 244.52697497700004 43.752965619700007 22.996658327800002 12.706368345750002 45.169600924000008 221.60958460755003 274.40025405315004 21.269675393700002 -0.086719999999999992 150.25049527555004 2.9212203061500004 -0.087234999999999993 80.468240302450013 222.81044357820005 -0.10051499999999999 -0.12546499999999997 42.779078631750004 41.289992964000007 0.092075000000000032 -0.079634999999999997 0.079355000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 -6 -1 -8 -9 18 11 -11 13 14 15 19 -16 -18 23 -13 -21 22 -22 24 -10 26 -25 28 -28 -30
right_child=-2 2 3 -5 5 -7 7 8 9 10 -12 12 -14 -15 16 -17 17 -19 -20 20 21 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=0.026683189658384905 -0.00092153219956479435 -0.00020693119551827251 0.0028556029513796522 0.0001770639790152753 -0.00080459736728966797 0.0019800985829250281 0.021208283269756052 -0.02264790031103911 0.00017389601637172021 -0.0016218117079207978 0.0012857795092363882 0.00053249526982178288 0.00020351092949941619 -0.0018925800913307256 -0.00098816423688732002 -0.0027482065908255439 8.9012426543752299e-05 0.0028411240280975946 0.0014304923848345828 -0.00013956710828688578 -0.0043901967949512939 1.4870871145224569e-06 3.6847413678339584e-05 -0.00013777523456293532 0.0019655941768818132 -0.0013179915709909513 -0.00035564519837206045 0.0027872037201683002 -0.000292168120326312 0.0026306658104758253
leaf_weight=0.0011545270824971912 0.53434748392996212 1.0023634695126014 0.51485955135035499 1.0102655440339274 0.50432442296106217 0.51505570218068786 0.0016136111819154966 0.0010983728570853604 2.0144413145815654 0.51593033098901564 0.51192389947593753 1.0139596207541055 5.025569964693724 0.52004932877976706 0.51450173610331917 0.51730961746713333 0.50354322181036304 0.52149410527579199 0.52000487359146674 3.5042655659133994 0.52236278428597349 1.0001229305889636 0.50043599827040453 15.025045360365747 0.53264055182497028 0.51507455066766539 2.512127783819551 0.52490214525846557 0.50195011273357726 0.51813580943595028
leaf_count=624 201 9 33 23 13 30 22 5 531 145 340 91 111 101 285 143 21 79 71 52 44 24 3 466 189 172 36 35 39 96
internal_value=3.70478e-07 1.22733e-05 0.000570406 0.0010813 -2.40291e-05 0.000602408 -4.0905e-05 -4.17204e-05 -4.26266e-05 -4.19704e-05 -0.000182325 -0.000233592 -0.000182953 -0.000395959 -0.000305436 -0.000516285 0.000661262 0.00148917 5.19826e-05 -0.000339772 -0.000499789 -0.00112379 -0.00222413 1.96117e-05 0.000548572 -4.91381e-05 -1.48887e-05 0.000440207 9.14334e-05 0.00119244
internal_weight=41.9209 41.3865 2.52749 1.52513 38.859 1.01938 37.8397 37.8385 37.8369 37.8358 15.1715 14.6595 14.1436 9.11804 8.598 7.05846 1.53954 1.02504 22.6643 6.54115 5.52719 2.02292 1.0228 22.1443 2.54708 19.5972 19.0822 4.05712 3.53221 1.02009
internal_count=4034 3833 65 56 3768 43 3725 3101 3079 3074 1439 1099 954 843 742 357 385 100 1635 214 123 71 47 1564 720 844 672 206 171 135
is_linear=0
shrinkage=0.1


Tree=665
num_leaves=31
num_cat=0
split_feature=15 21 19 23 20 6 7 19 5 17 17 20 7 15 23 15 7 6 21 0 23 5 2 23 20 8 2 16 17 13
split_gain=5.1416e-05 0.000188742 9.72066e-05 5.0643e-05 0.000393469 0.000148901 0.000469499 0.000224985 0.000348275 0.00013473 9.08455e-05 0.000308888 0.000116617 0.000217216 7.6782e-05 0.000261106 0.000479838 6.2548e-05 0.000151254 6.58257e-05 0.000130144 0.000102688 7.17967e-05 0.000167632 0.000260428 6.80712e-05 0.000148538 7.8193e-05 9.41804e-05 0.000114643
threshold=46.435439118750004 15.285239689500001 14.651182102100002 0.091375000000000026 34.19870408380001 16.565387047600002 22.105125139000005 14.451165964200003 21.500664456800006 201.71342726775001 197.91512403570002 42.066503896600004 24.363141638800005 23.066909890550004 0.10249000000000003 38.884669609800007 23.864758692950002 16.485385178400005 12.957322271500002 96.959242474650011 0.079355000000000023 16.569990495050003 154.31016903475003 0.085035000000000013 43.218894539100006 8.3434888241000014 54.465024697200008 18.404956961200003 195.16372169425003 117.49368567500001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 17 -9 10 12 -12 14 -14 15 -5 -17 18 19 21 -21 -8 25 -24 -25 27 -27 -23 29 -29
right_child=1 -3 -4 9 5 -7 7 8 -10 -11 11 -13 13 -15 -16 16 -18 -19 -20 20 -22 22 23 24 -26 26 -28 28 -30 -31
leaf_value=0.055682023479400426 -0.0021165532227139373 0.00023041954095551488 0.0013761272540046623 0.00019173107172246065 -0.048638599983368176 0.0015665665072078954 0.0014786450497778954 -0.0033900494868519572 0.00027857383610955676 -0.0014380500774715402 0.0027832769981429545 -0.00067855250460678097 -3.3104359386121001e-05 -0.0023180250855894982 4.161800392433815e-05 0.0040379310988266602 -0.00026746287678823305 -0.00044811464629835397 0.0017017108717170871 -0.0018628093746085725 -0.00016978638717273618 0.00088770032478970376 9.2629258392966187e-05 -0.0029851268317490805 0.00020342121798791097 -0.00027527939871535264 0.0021336488086861061 -0.0019944320545369279 0.0001270589508439747 0.00013505127450367228
leaf_weight=0.0012644862663354619 0.51986150912895723 1.0052051999710014 0.52316818835628609 4.5230172790797303 0.001996143827809215 0.52191655882995647 0.50797020765916379 0.52343245346946676 0.51178265972689019 0.53355818597556748 0.5255617592616193 0.50579514631584743 2.0102844336588102 0.52463319456073509 8.4809128294118441 0.53415182848827292 0.50227792643272551 3.5152744398429538 0.51585033502609334 0.51195658013224843 4.0138825913194829 1.0127228523997462 2.5104644266438849 0.52350353222592161 0.50158433196014585 0.50060887285508193 0.52379489871111673 0.51076316377225317 4.5227219915600472 0.50059026646556504
leaf_count=190 129 19 67 137 279 422 69 82 62 269 95 17 142 120 190 59 5 56 223 390 464 16 103 91 9 4 152 41 126 6
internal_value=3.65706e-07 -0.000569612 2.18843e-05 4.11515e-06 -9.8851e-05 -0.000102097 -0.00014316 -0.000138595 -0.00157638 0.000127469 0.000174911 0.00108554 0.00011825 -0.000505998 0.000230955 0.000519787 0.00195144 -6.48078e-05 1.60877e-05 -3.77846e-05 -0.000361299 8.82772e-05 2.46884e-05 -0.000347371 -0.00142494 0.00019843 0.000956446 7.98206e-05 -6.80194e-05 -0.0009404
internal_weight=41.9205 1.52507 40.3954 39.8723 21.7321 21.7308 21.2089 21.2069 1.03522 18.1402 17.6066 1.03136 16.5753 2.53492 14.0404 5.55945 1.03643 20.1717 16.6564 16.1406 4.52584 11.6147 11.1068 3.53555 1.02509 7.5712 1.0244 6.5468 5.53408 1.01135
internal_count=4034 148 3886 3819 2785 2595 2173 1894 144 1034 765 112 653 262 391 201 64 1750 1694 1471 854 617 548 203 100 345 156 189 173 47
is_linear=0
shrinkage=0.1


Tree=666
num_leaves=31
num_cat=0
split_feature=23 6 8 8 4 2 6 6 22 18 0 6 22 21 23 18 5 20 22 23 22 23 19 9 6 22 20 21 8 0
split_gain=5.11053e-05 9.89102e-05 4.26755e-05 5.52765e-05 9.40075e-05 6.62113e-05 4.74663e-05 0.000130528 0.000435447 0.00076702 0.000283195 0.000187452 0.000279698 0.000361486 0.000295631 0.000967399 0.000230568 0.000115778 0.0002115 0.000435928 0.000111576 0.00010336 0.000159828 7.93117e-05 0.000454422 6.60482e-05 7.35653e-05 5.90806e-05 8.11094e-05 5.58285e-05
threshold=0.41214500000000009 15.155354102400002 8.8430989333000021 8.7431769115000026 142.34057910165004 74.580378076100018 16.465384711100004 16.375382608200002 -0.087234999999999993 13.712081531300003 86.692020874450009 16.285380505300001 -0.59502499999999992 2.3083050893000006 -0.24947 13.843998451900001 20.769304081650002 40.633548727200008 -0.059424999999999999 0.10507500000000002 -0.074999999999999997 0.088555000000000023 14.351157895250003 195.70012057590003 16.555386813950005 -0.087234999999999993 42.824128352900011 9.6671863198000008 8.543332867800002 86.420486603250012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 7 10 -9 -10 -6 12 13 -12 15 -14 -16 21 20 -20 23 22 -8 24 -19 -25 -27 28 -23 -26
right_child=1 -3 -4 5 6 -7 17 8 9 -11 11 -13 14 -15 16 -17 -18 18 19 -21 -22 27 -24 25 29 26 -28 -29 -30 -31
leaf_value=0.021116574848065624 -7.8197413707018767e-05 0.0011982954746276382 -0.0009170332390883453 -0.00019397256296171261 -0.0024098228792431881 0.00085268768722948109 -0.00017999767940741926 3.2104693615602091e-05 0.0049002383714532582 -0.00050839525202311551 -0.014425304326799629 0.0018480309144512713 0.09921721633957499 0.059499946408588723 -2.7501963588788672e-05 -0.033902638841049486 -0.0021200436792596501 -0.0034157575656704126 -0.0037809769207213548 0.00032331973818956999 0.0011946883248092495 0.00098412945455457934 0.0023303740195352702 -0.000303918839535948 0.00020330961363971341 -0.00022962021552183382 0.0014790426279128908 -0.000703118235870709 -0.00022408004893982071 -0.0010113386081113077
leaf_weight=0.0020987786364504704 1.5047499565784712 1.0174749201869415 0.53213274786128906 1.0024468547071621 0.5133858916587738 1.5220985389558839 0.50075425192042355 4.5131830576300214 0.54391140492160228 0.50623795518762194 0.0010655717189228244 0.5173988519309195 0.0011612614680293265 0.0017441804140161665 16.675876621890389 0.0010302105692978417 0.54373218356118158 0.52100498789542893 0.52694267779869963 0.50852170880180481 0.5067633135622599 0.86723451443651178 0.51387952650838997 3.0066580305219617 1.5058033883719089 0.50000371927784193 0.50796597088382356 1.0029375062708821 1.5463990627481505 0.50541147158946831
leaf_count=25 51 36 188 9 199 52 139 91 127 19 66 51 19 59 1960 107 230 78 175 18 14 35 24 31 141 17 32 17 19 5
internal_value=3.63324e-07 0.000436745 -2.75736e-05 -1.53954e-05 -4.6828e-05 0.00043708 -4.80503e-05 3.48114e-05 0.000458865 0.00229294 -9.44191e-05 -2.74201e-05 -8.37556e-05 0.0314645 -8.89027e-05 0.0366376 -9.35768e-05 -0.000205687 -0.000430758 -0.00176534 -0.000234843 0.000205174 0.00109143 -0.000345496 -0.000783749 -6.90693e-05 0.00063146 -5.80201e-05 0.000210038 -0.000101927
internal_weight=41.92 2.52222 39.3978 38.8657 36.3411 2.52455 36.339 23.8187 5.56333 1.05015 18.2554 17.742 17.2246 0.00280975 17.2218 0.00219147 17.2196 12.5203 8.08908 1.03546 7.05361 4.4312 1.01463 6.54685 2.53222 4.01463 1.00797 3.41657 2.41363 2.01121
internal_count=4034 87 3947 3759 3698 61 3673 2928 237 146 2691 2492 2441 125 2316 126 2190 745 511 193 318 234 163 304 224 80 49 71 54 146
is_linear=0
shrinkage=0.1


Tree=667
num_leaves=31
num_cat=0
split_feature=23 21 23 5 14 5 6 6 19 19 13 20 21 21 15 6 23 19 5 22 20 21 5 18 5 2 4 17 17 19
split_gain=4.90919e-05 0.000134078 0.000104194 0.000540161 0.000264893 0.000142103 0.000653544 0.000150542 0.000220897 9.23168e-05 7.63624e-05 0.00034682 8.58234e-05 7.38297e-05 9.14059e-05 6.00056e-05 0.000136143 0.000104526 0.000736478 5.45213e-05 0.000102457 0.000315817 0.00879421 0.00249691 0.0107268 0.00174286 0.00458974 0.000827032 0.000142321 7.71964e-05
threshold=0.093325000000000033 15.475979305150002 0.10249000000000003 21.043187000650004 186.46805587060001 20.769304081650002 14.745344522600002 16.395383075500003 14.551174033150001 13.751109481500002 117.59584708395001 41.646178195200001 10.003699902950002 15.109659503850002 46.074827201850006 16.565387047600002 0.090735000000000024 14.451165964200003 21.500664456800006 -0.095204999999999998 36.893814626400008 3.2747793567000003 16.569990495050003 13.659439901750002 21.043187000650004 134.33885108415004 240.69197607740003 200.93854407600003 187.51563899930002 13.151061067750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 -2 -4 6 9 8 -7 -6 11 -9 -12 14 15 17 -17 19 -19 29 28 22 -22 24 -24 -25 -27 -28 -21 -1
right_child=1 -3 4 -5 5 7 -8 10 -10 -11 12 -13 -14 -15 -16 16 -18 18 -20 20 21 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=0.0013953301947673862 8.3109246727504468e-05 0.0017186696408117898 -0.0021999509491750797 0.0034206506638497628 -0.0012502807735345267 -0.0028073332138704877 0.003802628705319356 0.0025551432991474765 0.00013452763311088523 0.00022474187682460412 -0.0008735758832563818 -0.0011194644762312302 7.9735473503621073e-05 -0.0012623148005727293 -0.0013832887640106272 0.0018874354857648255 -0.00010542041413841686 -0.0036824501518724789 0.0016212145164630643 -0.00035130495077147526 0.00073272296939448558 -0.0001023540031124146 0.1000041728633986 -0.091840571014054184 -0.095562321287936902 0.10003368619631366 -0.098515139302095753 -0.011554948075225 0.0020163242281184025 0.0001169679368970025
leaf_weight=0.51257414345682217 4.0359387096167607 0.52051327684690285 0.56163770181871697 0.55113960361896186 0.51085233319915602 0.51932787001051017 0.52348335450687944 0.51945480940457833 0.50191943177196663 2.5046630463330075 1.3765906243632882 0.50807611505717531 3.0076108833231672 0.5204360161273901 0.51108543864206168 0.52085990830963069 1.0027756774210557 0.52715335037009825 0.52018464167224465 0.50158329617222974 0.5075994905515423 14.582662199468285 0.0048083304265773563 0.014534815734805306 0.0067305614227279875 0.0019413384143263102 0.0044603175512811788 0.0014489325938207287 0.51412023786890959 6.0235804936687822
leaf_count=698 285 69 93 136 168 43 26 24 10 13 36 31 26 200 113 468 19 87 66 45 161 635 58 30 14 2 69 25 93 291
internal_value=3.76544e-07 0.000140645 8.63235e-05 0.000484116 -8.69035e-05 3.21067e-05 0.000541059 -0.000247885 -0.00136148 -2.51387e-05 -3.77393e-05 0.000738185 -0.000219594 -8.31126e-05 -5.92871e-05 -3.24848e-05 0.000575844 -7.15548e-05 -0.00104826 -2.64436e-05 -0.000125119 -0.000190413 -0.00256174 -0.0518558 -0.0140685 -0.0713339 -0.0333672 -0.0771927 0.000847122 0.000217219
internal_weight=41.9197 15.6412 15.1207 4.58708 10.5336 9.97198 3.539 6.43298 1.02125 3.01552 5.41173 1.02753 4.3842 26.2785 25.7581 25.247 1.52364 23.7234 1.04734 22.676 16.1399 15.1242 0.541524 0.0339243 0.0115389 0.0223854 0.00785059 0.00590925 1.0157 6.53615
internal_count=4034 960 891 421 470 377 207 170 53 181 117 55 62 3074 2874 2761 487 2274 153 2121 1132 994 359 198 72 126 96 94 138 989
is_linear=0
shrinkage=0.1


Tree=668
num_leaves=31
num_cat=0
split_feature=23 6 20 20 2 15 14 20 20 0 18 6 12 22 20 22 21 22 9 21 17 18 9 7 15 7 21 12 21 22
split_gain=5.02878e-05 0.000102964 4.52311e-05 0.00923393 0.000422278 0.000417346 0.000167776 0.00257326 0.000844267 0.000133695 0.000400992 0.000127177 0.000111067 0.000280893 6.32729e-05 5.02538e-05 0.00223865 0.00440798 0.00235712 0.00224482 0.00219389 0.00202769 0.00145815 0.000857978 0.000842262 0.000647902 0.000518718 8.06763e-05 0.000221312 0.000575807
threshold=0.41214500000000009 15.155354102400002 38.478081868400004 38.748048509250005 65.896304893200011 34.884393272300009 151.21503237055003 40.098777110850008 40.720231579350006 93.953546284800012 12.909082926650003 16.585387514950003 93.660658182900008 -0.101395 39.011793722550003 0.15844000000000005 1.8675847688500002 1.0000000180025095e-35 192.98754432855 1.9176293050000004 202.84545261905001 12.844794714750002 217.30761232770001 22.156669449150005 43.890399822900008 24.525599138800004 4.1620892039000008 146.83961421510003 4.6887961308500001 -0.08786999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 4 -4 -6 7 -5 -9 10 -1 14 -11 -14 -8 16 17 18 -16 -18 24 26 25 -23 -20 -22 -21 -25 29 -29
right_child=1 -3 3 6 5 -7 11 8 -10 12 -12 -13 13 -15 15 -17 19 -19 20 21 22 23 -24 27 -26 -27 -28 28 -30 -31
leaf_value=7.9995311030668335e-06 -9.2352030058165998e-05 0.0012100398797130437 -0.10079671749710971 0.048059781739618557 -0.039795189400048087 -0.093730342234947431 0.0010993990870400852 -0.10021219538853783 -0.01857758324233064 0.00022962531435562767 0.0031966788103563932 -0.0015855997114215031 0.00066364632100926382 -0.0026504220806962543 -0.056975811808804067 -0.0010034201739077518 -0.10034794168172692 -0.10009186642748075 0.096523445544272723 0.099873658896994899 0.0011475963171074268 -0.072697733083103178 0.082511735945561798 0.00016007335971953112 0.041817888027924868 -0.10002577722917344 0.021627916436801543 -0.00030485091290233631 -1.4330587963743204e-05 -0.0039028285955240386
leaf_weight=1.4056121283326568 1.5045955168339937 1.0175390980359678 0.0071521317495288339 0.0038340500687031875 0.003138127080516806 0.0026429706613271264 0.50577575416319476 0.0026044300397529696 0.0024667769583075483 2.5117889140872705 0.5481864101246926 0.52066639333776166 0.50751104682160331 0.51555856678445533 0.0019082416722017151 0.51947208678462331 0.0022306060186697554 0.0022376372151586823 0.009061763374691445 0.0024909517185357491 0.0012416262434271621 0.0016249091275274399 0.0012236699897130165 13.105893246891734 0.0040822470238879313 0.001291186379162923 0.0012839595870968168 2.5056759867014828 16.155900657918941 0.54079372970405604
leaf_count=159 51 36 3 18 31 11 44 10 36 58 213 308 184 274 110 143 8 47 61 7 15 143 23 654 12 38 117 133 905 182
internal_value=2.05857e-07 0.00043309 -2.75093e-05 -7.06224e-05 -0.0845512 -0.064453 -3.83843e-05 -0.0137625 -0.0605028 0.000238811 0.000902662 -3.47773e-05 -0.000128115 -0.00100642 -1.05744e-05 -2.76608e-05 -1.19858e-05 0.0325914 0.0483765 -3.32194e-05 0.0602718 -2.62947e-05 -0.00712366 -3.48571e-05 0.0795331 -0.0504289 0.07326 -3.12026e-05 -0.000161751 -0.000943546
internal_weight=41.9155 2.52213 39.3934 33.9047 0.0129332 0.0057811 33.8918 0.00890526 0.00507121 5.48866 1.9538 33.8829 3.53486 1.02307 33.3622 32.8564 32.3369 0.0210464 0.0188087 32.3159 0.0169005 32.3137 0.00375648 32.3099 0.013144 0.00253281 0.00377491 32.3083 19.2024 3.04647
internal_count=4034 87 3947 3059 45 42 3014 64 46 888 372 2950 516 458 2642 2598 2455 306 259 2149 149 2141 76 2017 73 53 124 1874 1220 315
is_linear=0
shrinkage=0.1


Tree=669
num_leaves=31
num_cat=0
split_feature=0 10 22 12 17 4 12 2 17 9 12 6 15 6 13 3 0 15 22 5 21 20 4 18 14 13 17 10 2 22
split_gain=5.54465e-05 0.000767185 0.000374269 4.76226e-05 0.000154188 9.05092e-05 4.97108e-05 0.000231081 0.000667745 0.000901336 0.000178221 0.000111831 0.000462965 0.000267024 0.000244515 0.000163233 8.82472e-05 0.000398242 0.000175642 0.000170141 0.000156016 0.000141918 0.000120222 0.000145632 0.00013803 0.000131499 0.000142973 0.00433294 0.00297575 0.00554131
threshold=83.503509531750026 58.167480110400007 -0.13734499999999997 82.696898122450008 183.19621122360005 156.01728445355005 149.09269374785001 130.44142995155002 181.44667750215004 201.97224908750002 144.57070813310003 16.265380038000004 31.504255087500002 14.745344522600002 117.51519334005 82.990014028800019 86.329079026800017 41.29990759910001 0.022350000000000005 24.346375512250003 14.70115454445 43.752965619700007 244.52697497700004 13.4793103924 252.13492375955002 117.67650082785001 201.71342726775001 66.590419433100024 186.79363985910004 -0.06828999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 10 -8 9 -9 11 12 13 15 -13 -7 17 -10 19 -19 21 22 23 -18 -24 26 -26 28 -28 -30
right_child=3 -3 -4 5 -6 6 7 8 16 -11 -12 14 -14 -15 -16 -17 20 18 -20 -21 -22 -23 24 -25 25 -27 27 -29 29 -31
leaf_value=-0.013477619774913026 0.00016890072439313411 -0.063976069482798784 0.052091119038451345 -0.01491030829988348 -0.0019644508585592905 1.6196726887993809e-05 -0.0021731158312241869 -0.090376733465265785 -0.0029870263829182529 0.024258903173988496 0.0019806298095815344 0.0024496394078918678 -0.0030160159518828741 0.0022173734624102797 0.00023113514722778253 -0.0018171700763799786 0.0014939685223615026 -7.9892720033655434e-05 0.0016676299240310931 -0.002000912663751533 0.0018090119064026579 0.001687122735952448 -0.0017788892321649831 0.00011013434413188077 -0.00026968337770194475 0.0014694296657353615 0.091796919827350346 -0.0005552537760917601 -0.049890182081390934 0.067143463379634519
leaf_weight=0.0018822452279221302 1.0074999872184651 0.0017669966984067143 0.0016196188593254049 0.0040587328494500188 0.51042455423209521 8.5282292474671788 0.51261085719392951 0.0018430849355306469 0.52133416314249093 0.0010924010720233523 0.51609981787124937 0.53824871835331478 0.52283401174690958 0.53187728756964503 6.4521998349360388 0.51495697535927298 1.016013723153266 4.5232257757984939 0.51240354938727239 0.513374871306154 0.51861029510503875 0.50985276377371747 0.51416266825225676 3.023694266336439 9.5618734650838295 0.50756085707325915 0.0081420328497192607 0.51757215946704205 0.0069745654341204491 0.0096339743731732597
leaf_count=188 37 313 147 20 62 417 39 245 61 34 78 160 134 77 113 154 24 90 27 123 166 225 46 73 424 20 19 420 56 42
internal_value=1.2262e-07 -0.0102576 0.016848 1.41232e-06 -0.00054847 2.20786e-05 2.35794e-05 -7.3954e-05 -2.56297e-05 -0.0477166 0.000149786 9.44916e-05 -0.000118355 3.98677e-05 0.000401955 -8.82029e-05 -1.93418e-05 -0.000344516 -9.625e-05 -0.0002757 0.000102549 4.60926e-05 -9.07717e-06 0.000458178 -0.000178733 -0.000101202 -0.000180099 0.0013994 0.0422742 0.0179965
internal_weight=41.9117 0.00526886 0.00350186 41.9064 1.51792 40.3885 40.3844 22.78 22.2674 0.00293549 17.6044 17.0883 10.0979 9.57506 6.99045 9.04319 22.2644 6.07034 5.549 5.0366 16.1941 15.6755 15.1656 4.03971 11.1259 10.6118 10.1042 0.542323 0.0247506 0.0166085
internal_count=4034 648 335 3386 99 3287 3267 2134 2095 279 1133 1055 782 648 273 571 1816 301 240 213 1515 1349 1124 97 1027 981 961 537 117 98
is_linear=0
shrinkage=0.1


Tree=670
num_leaves=31
num_cat=0
split_feature=22 22 18 14 17 18 9 4 15 8 20 12 12 23 22 20 22 22 6 16 15 22 2 21 21 7 6 7 21 15
split_gain=4.99857e-05 0.000120339 0.000477515 0.000346848 0.000302694 0.00286239 0.00103865 0.000331896 0.000305888 0.000129443 0.000103968 8.56832e-05 9.68943e-05 8.44604e-05 7.37211e-05 0.000658181 0.000148122 0.000287529 0.000955765 0.000242544 6.87812e-05 6.63384e-05 7.77193e-05 0.000139711 9.69823e-05 0.000413236 0.000269717 0.00925008 0.000223483 0.000413344
threshold=0.048475000000000011 -0.0034049999999999996 13.327513832500001 137.67556691715004 179.11813834395002 13.565177112500001 189.46063690070002 190.48163336430002 25.186533201700005 9.8423191518000017 43.631818398850008 92.218642671200016 103.54784004735002 0.11660000000000002 -0.037054999999999998 41.872294782850005 -0.053159999999999992 -0.067109999999999989 14.865347326450001 15.454963859600001 41.800301886400014 -0.073609999999999995 107.61146075735 8.7462497811500022 12.510904521150001 22.977992916200005 15.635365317800002 25.161974272550005 2.4921523776000005 42.493282152450007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 8 -7 -5 -8 14 -2 -13 20 16 -16 17 21 -19 -18 -14 22 23 -6 25 -24 27 28 29 -27
right_child=11 2 -4 4 10 7 9 -9 -10 -11 -12 12 13 -15 15 -17 19 18 -20 -21 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.038761329216402365 0.0014605162179409006 0.00034747143684635707 -0.0033868719411149478 0.019423621570003741 7.581853752026331e-05 -0.10016265663593847 0.10000625322164741 -0.034306034448862814 -0.056359963195548604 0.054632849487200652 0.0013839925284509658 -0.0012048974612645248 5.1458233551261631e-05 0.0014577501095524676 0.0035608047564916409 -0.00035670495272899927 3.4489176643948439e-05 -0.00049858818425961365 0.0047144279426796923 -0.0016380880326785207 0.0012506395249974121 -0.0012094901762754323 -0.0031240006517027799 0.0017588492600215631 0.00021267145983231559 -0.015890859880026136 -9.1098489510902801e-05 -0.00040089934377779239 -0.095657485199775336 -0.10006540754509932
leaf_weight=0.0023065911687066834 0.51464579600930882 1.004855803192741 0.51941868199486885 0.0010995595461143429 7.9095051276017809 0.0028257293867263947 0.0012722293249680661 0.0010494603727689671 0.0010329751167179602 0.00124310046439291 0.5239185094268447 0.50987235881333326 7.0840085723483961 0.51334046319587123 0.54484015023823307 2.0148642752174477 2.004462866681997 1.0063342805972002 0.54065119698604736 1.5278457265055321 0.51293215808265546 0.51295207385162811 0.51627492587480794 0.5260290952816894 4.0196349575040715 0.001081874054598809 9.0602150270218722 0.52090742286735348 0.0097176269395617965 0.0012660930624406319
leaf_count=34 73 51 160 309 304 27 9 288 129 32 445 43 529 33 110 64 15 46 75 51 40 72 83 64 120 37 246 479 59 7
internal_value=2.16353e-07 -5.74385e-05 -0.00092506 -1.51205e-05 -1.79828e-05 -0.0188608 0.0340552 -0.0823277 -0.0172851 0.0775823 -1.28421e-05 0.000207082 0.000132248 0.000216311 -3.66672e-05 0.000477148 -8.33775e-05 3.49101e-06 0.00132329 -0.000688958 0.000132425 -8.49807e-05 -5.94178e-05 0.00018077 -0.000202818 -0.000368021 -0.000219703 -0.0024059 -0.0889677 -0.0612803
internal_weight=41.9104 32.7756 1.52427 31.2513 31.249 0.00852305 0.00464786 0.00387519 0.00213253 0.00251533 31.2405 9.1348 8.62015 8.11028 30.7166 2.5597 28.1569 24.6246 1.54699 3.53231 7.59694 23.0776 22.5646 8.43553 14.1291 10.1095 9.59319 0.532973 0.0120656 0.00234797
internal_count=4034 3316 211 3105 3071 794 479 315 438 41 2277 718 645 602 1832 174 1658 1592 121 66 569 1471 1399 368 1031 911 828 582 103 44
is_linear=0
shrinkage=0.1


Tree=671
num_leaves=31
num_cat=0
split_feature=0 5 7 19 23 20 15 14 9 20 23 7 15 10 23 12 9 4 4 22 5 3 23 22 18 20 21 21 23 3
split_gain=5.86282e-05 0.00064235 0.000846309 0.000584381 4.30278e-05 9.78607e-05 6.3314e-05 5.75752e-05 0.000567324 0.00124614 5.31624e-05 0.000422938 0.000187812 9.48933e-05 9.3926e-05 0.000145034 0.000297547 0.000127542 6.09922e-05 0.000166345 6.2044e-05 5.95059e-05 5.37632e-05 0.000231917 0.000446917 0.000123874 0.000105625 0.000185853 7.92151e-05 0.000187268
threshold=83.503509531750026 30.284449345300001 20.682518714850001 14.351157895250003 0.41214500000000009 40.523311941050004 14.022476987850002 143.06733454090002 179.18874144770004 47.709122305950011 0.10469000000000002 22.977992916200005 35.215351613950006 61.998532946250002 0.093325000000000033 188.01948335870003 200.84017322135003 211.80194051865001 188.02063977395002 -0.067109999999999989 19.749058312400006 93.337889372900023 0.088350000000000026 -0.044409999999999998 15.724500043600001 38.478081868400004 15.039695091900002 14.412800938450001 0.09013000000000003 92.324340657750014
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 -2 -8 9 -9 14 -12 -13 -14 22 17 -17 18 20 -20 -16 -15 26 25 -25 -24 27 -10 29 -27
right_child=4 3 -4 -5 5 -7 7 8 10 -11 11 12 13 21 15 16 -18 -19 19 -21 -22 -23 23 24 -26 28 -28 -29 -30 -31
leaf_value=0.0079597936054440419 0.023700782528044358 -0.02293674216774113 -0.10001474550086074 0.08061104468623953 -0.00036401981268122119 0.00090874659605437642 -0.012345524277794319 -0.098154203574396567 1.8978361342113746e-05 0.036911808087472818 -0.0029992246872074559 -0.0018391143082170922 -0.00028347770691157271 0.00097830526289501636 -0.00040445688564967906 0.0031224461508601968 -0.00025440362037556797 -0.0013277312234367385 9.5785607132449003e-05 0.0023004944522211218 0.00041293084030408602 -1.3206911027445223e-05 0.0014313236356029411 -0.0037511911962202441 0.00043425775418264002 -0.00013784922676052982 -0.0013863644055322165 0.0019550282056211327 6.5788125098125422e-05 -0.0023472405232320306
leaf_weight=0.0015899323364309539 0.0011247966258726141 0.001059064901075768 0.0013358045585147305 0.0011228917937842198 1.0038362195212323 1.5170618404185914 0.0037925278529574715 0.0017228240638066513 17.66592276803922 0.0011318519093250629 0.52716700032396158 0.52314700970942674 2.5142261881028389 1.5228539602949243 1.5087772673343223 0.52428852025361627 0.51947140410334214 0.52285478237782435 1.0090031818458549 0.51786210865137894 2.4150769461793971 1.0045826190107616 0.51082230650366955 0.51666608378861834 0.50396693125358638 1.5031536108282639 0.50963664276088394 0.51015337030889796 4.0294559810045492 0.51509795332299457
leaf_count=369 605 136 131 12 45 39 25 365 1016 190 70 135 26 35 49 50 94 76 59 33 35 13 36 76 39 35 43 19 132 46
internal_value=9.8304e-08 -0.010713 -0.0413382 0.0303516 1.40416e-06 0.000401924 -2.42337e-05 -2.49113e-05 -2.37247e-05 -0.0446018 -2.04927e-05 -0.000292089 -3.56357e-05 0.000151502 2.92202e-05 0.000354224 0.00144181 0.00016419 0.000307301 0.00084355 9.86337e-05 0.000584208 -5.76128e-05 -0.000282259 -0.00168451 -6.40425e-05 3.35065e-05 7.33181e-05 -0.000190349 -0.00070173
internal_weight=41.908 0.00510769 0.00292574 0.00218196 41.9029 2.5209 39.382 39.3808 39.377 0.00285468 39.3742 6.09198 5.56481 5.04166 33.2822 7.01733 1.04376 5.97357 5.45072 1.52687 3.92385 2.52744 26.2649 7.57916 1.02063 6.55853 18.6857 18.1761 6.04771 2.01825
internal_count=4034 648 500 148 3386 84 3302 2697 2672 555 2117 279 209 74 1838 396 144 252 176 92 84 48 1442 364 115 249 1078 1035 213 81
is_linear=0
shrinkage=0.1


Tree=672
num_leaves=31
num_cat=0
split_feature=15 7 19 7 17 8 19 5 16 6 9 3 23 20 23 18 23 20 9 9 20 20 3 10 10 21 20 9 9 21
split_gain=4.52724e-05 0.000265307 6.55094e-05 5.71591e-05 0.000245421 5.10741e-05 8.31292e-05 0.000129471 9.31567e-05 8.74845e-05 0.000162593 9.4852e-05 0.000272054 8.73994e-05 0.000390681 8.34565e-05 7.83898e-05 0.000155244 7.7401e-05 0.000576268 6.11977e-05 7.36462e-05 4.89056e-05 4.71631e-05 5.17042e-05 4.28749e-05 5.90189e-05 5.15388e-05 9.39878e-05 3.58865e-05
threshold=46.435439118750004 23.514778597300005 14.651182102100002 20.861906850000004 171.59570528810005 8.8430989333000021 14.351157895250003 20.204934414350003 22.594947163200004 16.285380505300001 196.64273721640004 92.781378539900018 0.085820000000000021 41.50623664750001 0.41214500000000009 13.303774303900001 0.10932000000000001 38.179089776100007 192.57902085675002 183.49441567960005 41.243661560350013 40.636252116050009 92.913112988300014 61.93938686740001 61.993156030000002 14.525166885950002 42.753078181500008 204.89606367675003 194.43273554075003 8.9626214023500008
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 15 10 -9 12 -11 20 -15 -5 29 -18 19 -13 21 -10 -3 -20 -25 26 27 28 -26 -17
right_child=1 22 -4 5 -6 -7 7 9 13 11 -12 18 -14 14 -16 16 17 -19 23 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0074626034564642622 -0.0023917583900428009 0.0010979560725309914 0.0011331709086049796 0.0012751537649671602 0.052459625860506454 -0.00097434357799034343 0.0017726093215514119 0.00055343994987349981 -0.00011288300796544561 -0.00048914699566544959 -0.0019531173050792404 -0.00018857436637053951 0.0027775169816027807 -0.0032997409723547508 7.5733447377538107e-05 6.4420050327871261e-05 0.00037579724586115975 -0.0020929983155111467 0.00060378112139712246 0.0035260345780742312 0.00031641982156172367 -0.0011577947265172832 -0.0002913075797230927 -0.00077311952218563421 0.00026753855664242969 -0.00043538855376711754 -0.00044560505618557769 -9.5528712049462576e-05 0.0019354375035117396 -0.00054224583604478257
leaf_weight=0.0019218250109931381 0.51136830822743951 0.50590127190889667 0.52209527868632122 0.51664647559633436 0.0010607526210736351 0.52584088565146814 0.52469866222963801 0.51316793827936524 2.0069928234051981 0.50219876884420844 0.52206864109848539 1.8603622660812091 0.51781901823414955 0.52153433494454726 1.0010199470962107 18.651435556300584 0.50603711048754252 0.51284730048244853 1.0585267406222554 0.53853275691153601 1.5047212884819599 1.0159606874162816 0.50766126631819342 1.0090644686888479 1.001793784707673 1.50428434528294 1.0035842434303246 0.99936383888507396 0.50978009979007755 1.0288484599539334
leaf_count=394 84 18 67 124 190 121 72 30 33 21 53 36 44 57 7 1604 71 90 36 84 12 27 46 17 5 12 17 14 58 590
internal_value=8.63575e-08 -0.000534777 2.02841e-05 5.7073e-06 0.0138487 4.6714e-06 1.77604e-05 0.00023631 -7.89481e-05 0.000166461 -0.000710614 0.000252892 0.0011692 -0.000425079 -0.0010805 1.97598e-05 -1.15745e-05 -0.000866851 0.000154356 0.000645326 -0.000204676 -0.000464059 0.000402118 -1.18482e-05 -0.000119956 1.13668e-05 0.000202587 0.000461659 0.000830039 3.27047e-05
internal_weight=41.9071 1.52493 40.3822 39.8601 0.00298258 39.8571 39.3313 12.0652 27.266 11.5405 1.03524 10.5053 1.02002 6.05023 1.52255 21.2158 20.6992 1.01888 9.48529 2.3989 4.52767 3.02295 1.01356 7.0864 6.02787 5.01881 3.51452 2.51094 1.51157 19.6803
internal_count=4034 148 3886 3819 584 3235 3114 499 2615 427 83 344 65 136 64 2479 2355 161 279 120 72 60 64 159 123 106 94 77 63 2194
is_linear=0
shrinkage=0.1


Tree=673
num_leaves=31
num_cat=0
split_feature=6 7 7 20 22 9 21 18 0 22 19 10 15 22 7 13 16 22 9 6 3 5 21 6 4 17 23 2 23 21
split_gain=4.38184e-05 0.000366768 0.000791259 0.000142577 0.000350805 0.000391667 0.000117393 0.00120423 0.00200566 0.000192599 0.00123144 0.000592161 0.000968954 0.000109578 0.000101903 0.000249032 0.000191579 0.000277769 0.000155129 0.000145797 0.00052636 0.000173625 0.000110011 0.000105998 8.7085e-05 8.61352e-05 0.000283409 0.000116354 6.82017e-05 6.93828e-05
threshold=16.465384711100004 22.181995028450004 22.105125139000005 40.633548727200008 -0.059424999999999999 192.57902085675002 15.285239689500001 12.909082926650003 85.683849075550015 -0.30094499999999996 14.251149826300002 71.322105742700003 22.662932349550001 -0.074349999999999986 23.109894804950002 117.56896250265002 22.654947022900004 -0.079634999999999997 195.94564826430005 16.235379337050002 92.864720741950009 20.769304081650002 4.797392351550001 16.395383075500003 285.22127102665007 192.94032447935004 0.10220000000000003 97.254132369200008 0.10932000000000001 7.4475783437000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 13 -6 7 -3 -9 10 11 -10 -13 24 15 18 19 -18 22 21 -21 -16 -11 -22 28 27 -27 -2 29 -5
right_child=3 6 -4 4 5 -7 -8 8 9 14 -12 12 -14 -15 16 -17 17 -19 -20 20 23 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.012267038482789434 0.0014819852474096847 -0.075478823342536638 0.09429816502458685 -0.00015414980337433496 -0.00015497066590885493 -0.0040376604594547687 0.0015601604250246122 -0.10008507146939083 0.063171575847511804 -0.00014552768143504807 -0.097622921310608374 0.028252827574815027 -0.08405401064302824 0.0012593839691389737 -1.461033520043907e-05 -0.0025078500650282747 -0.00020805785836962081 0.0030944307845644976 -0.0015536429224657716 0.0034998093259858477 -0.00071829761495205121 -0.0018507098298724657 0.0016556309606950378 0.00044584861241450256 -0.001510334409955742 0.0027132123121095995 -0.00060946468783338182 -0.00012081583710483986 0.00042623710893817585 -0.0010805519644016175
leaf_weight=0.0015320372825109443 0.51220192418017152 0.0021113259038035839 0.0012779972602711132 4.0154568098328571 0.51333811241724514 0.52604686639280551 0.51819216070569751 0.0020002400522177713 0.0013558792827975856 1.007011208311227 0.001464347806177102 0.0019683865762525152 0.001259977619474606 0.50694542144220367 18.167256038863741 0.51531819342164897 0.50345694572024513 0.51541844642451795 0.5107925693785943 0.53653856635355524 1.0055213718255798 0.53004209375240563 0.51126862134134299 3.5205709853598819 0.51838233402059586 0.52262551738397156 0.5045193261357781 3.9134037508674728 1.5072569552739876 1.0122490637414658
leaf_count=299 94 12 16 145 160 85 176 48 22 48 10 187 75 16 1660 26 15 43 24 76 14 141 95 84 113 60 17 180 14 79
internal_value=1.05018e-07 7.27349e-05 0.0361986 -0.00014386 -0.000397499 -0.00212005 6.909e-05 4.08219e-05 4.66558e-05 5.39845e-05 -0.0177884 0.00771323 -0.0155787 -0.000160683 5.79343e-05 -0.00054473 0.000119818 0.00146257 -4.61615e-05 6.22383e-05 0.000538289 -6.66612e-05 0.000460998 0.000187221 -0.000262748 0.000256161 0.00108116 6.4686e-05 -0.000163784 -0.000340666
internal_weight=41.9068 27.8544 0.00281003 14.0524 8.59968 1.03938 27.8515 27.3334 27.3312 27.3292 0.00604859 0.00458424 0.00322836 7.56029 27.3232 2.54439 24.7788 1.01888 2.02907 23.7599 5.06263 18.6973 1.51828 4.52609 7.05335 5.45275 1.02714 4.42561 6.53496 5.02771
internal_count=4034 3071 315 963 612 245 2756 2580 2568 2520 294 284 262 367 2226 193 2033 58 167 1975 174 1801 143 98 351 351 77 274 238 224
is_linear=0
shrinkage=0.1


Tree=674
num_leaves=31
num_cat=0
split_feature=22 14 22 23 2 22 17 5 9 20 2 2 22 6 2 23 23 19 12 17 23 0 21 2 22 20 19 18 19 4
split_gain=5.18169e-05 0.00193727 0.00444339 0.00121827 0.000475047 0.00013386 0.000693494 0.00236376 0.000493312 0.000354987 0.000306314 0.000425579 0.000206812 0.000754888 0.000125506 0.000136755 0.000328757 0.000164397 0.000145099 0.00057013 6.84045e-05 0.000164609 7.11523e-05 0.000140811 0.000422904 9.04444e-05 9.8366e-05 9.45381e-05 8.03356e-05 0.00013007
threshold=-0.037054999999999998 159.83069436635003 0.086310000000000026 0.084360000000000018 41.467794892200004 -0.053159999999999992 179.91109285790003 18.849479428700004 197.63955579655001 42.719328117250008 76.243484112200022 84.960908098050012 -0.067109999999999989 14.865347326450001 80.683647763550013 0.096315000000000026 0.10220000000000003 14.251149826300002 184.29002311975003 189.31157886915003 0.10546000000000001 86.135510041400025 4.3657573166500008 154.31016903475003 -0.11572 40.720231579350006 13.051052998800001 14.005298574600001 14.451165964200003 201.91631403790004
decision_type=2 2 2 2 2 2 2 2 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 -1 6 7 -6 9 -9 -7 -12 20 -14 -3 17 -17 -16 19 -18 22 -22 23 28 -25 -24 -27 -28 29 -8
right_child=1 14 3 -5 5 10 12 8 -10 -11 11 -13 13 -15 15 16 18 -19 -20 -21 21 -23 25 24 -26 26 27 -29 -30 -31
leaf_value=0.059496334312734468 0.091077396840207936 -0.001394470869154276 0.013235618145854045 -0.092727675756072131 -0.099606392959922394 -6.0713087607388601e-05 2.1855428902400381e-05 -0.05277195965805255 0.055239878837292936 0.018105371720937399 -2.5395511245600691e-05 -0.0041017928334737231 -0.00048442173302886289 0.004154876234047658 3.764841043373158e-05 0.0029584270483144532 -0.00023660214024757856 -0.0017685637154699384 -4.15058441359418e-05 0.003791247431453463 -0.00019081792627926255 -0.0020911312110670835 0.0014628258651378056 -7.8334618199575636e-05 -0.0033874354548093012 0.0014590830781785731 0.00015676680903709879 -0.00086223213172368903 -0.00078993417103010669 0.0016888440944609565
leaf_weight=0.0013384587432153641 0.0069597015275133511 0.52264808470608315 0.0022528713734573103 0.0020930449992305755 0.0029865576760604454 2.5079126830242178 4.8759477494093559 0.0012090928926852141 0.0018013773218754636 0.0017004388898697563 0.50022473086710273 0.52480697676960519 1.006873079461484 0.53821607376204372 7.0258386247769904 0.51847348664102089 1.0492319949364919 0.54284727752648354 3.5227878370242993 0.52839745477222022 3.5174070101043076 0.52369876670080584 0.52877032698086068 1.5033972510314193 0.5197188646365537 0.52117927100224903 8.5602707006049865 1.0188163390130771 1.009901497027158 0.51777574931152504
leaf_count=20 13 120 14 29 202 14 221 231 39 231 6 59 50 75 689 59 25 131 93 42 50 128 183 194 222 351 230 164 25 124
internal_value=8.44129e-08 0.000159452 0.0415374 -0.0377976 -7.75047e-05 -8.0334e-05 2.17426e-06 -0.0300088 0.0141138 -0.0113486 -0.000656001 -0.00211247 1.15488e-05 0.00113163 0.000125331 0.000185564 0.000559307 -9.18982e-05 0.000315429 0.00111245 -6.33801e-05 -0.000437085 1.58704e-05 -0.000201149 -0.00092841 0.000187924 0.00012118 4.83877e-05 2.8617e-05 0.00018188
internal_weight=41.9055 13.7215 0.0113056 0.00434592 28.184 28.1826 24.6497 0.00769747 0.00471091 0.00290953 3.53294 1.02503 24.642 1.54509 13.7102 13.1876 5.61889 7.56869 5.10042 1.57763 23.0969 4.04111 19.0558 8.42674 2.02312 10.629 10.1003 9.57909 6.40362 5.39372
internal_count=4034 1215 56 43 2819 2799 2720 703 501 462 79 65 2017 125 1159 1039 219 820 160 67 1892 178 1714 786 416 928 745 394 370 345
is_linear=0
shrinkage=0.1


Tree=675
num_leaves=31
num_cat=0
split_feature=15 7 19 22 9 23 21 4 7 3 2 22 21 22 5 12 7 22 20 9 10 17 16 17 9 19 21 9 16 2
split_gain=5.62618e-05 0.000182848 6.34661e-05 0.000158735 0.000323276 0.000258784 0.000126432 0.000192089 0.000408799 0.000157413 0.000113601 0.000241091 0.000138041 9.83445e-05 0.000142328 8.39578e-05 0.000118855 0.00132664 0.000764244 8.88742e-05 0.000246858 0.000148243 8.75141e-05 8.05204e-05 6.95201e-05 0.000125224 7.68851e-05 0.000137446 7.73844e-05 0.000111719
threshold=46.435439118750004 23.514778597300005 14.351157895250003 -0.067109999999999989 193.67618212375001 0.13041500000000003 5.4279412736500001 193.73972847335003 23.296055099200004 92.913112988300014 184.38272419390003 -0.02903 14.629285661800003 -0.091639999999999985 24.107645372150007 63.174563425750001 22.314221067900004 -0.056724999999999998 47.927946529500012 195.10791980860003 62.025417527550012 191.75825325995004 22.654947022900004 181.44667750215004 197.55459634620004 14.251149826300002 0.17201659740000003 198.74336288960004 22.594947163200004 183.39255704500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 15 6 -5 10 9 8 -8 -4 11 -6 -12 14 -9 -1 17 18 23 20 -18 -22 24 -17 25 -21 -26 -28 29 -29
right_child=1 -3 3 4 5 -7 7 13 -10 -11 12 -13 -14 -15 -16 16 19 -19 -20 22 21 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=-0.020819295434736079 -0.0021359581738957848 0.00018286673545621766 -7.2741221497329606e-05 0.0030433678544051772 0.00035945430999566059 0.0024283724291826619 0.0034379413399627545 -0.0020579592970179535 -0.00055074894998331813 -0.0016739674337292927 0.0019347714487381405 -0.002227230612756204 -0.00038533873542571261 0.00021022000468397546 0.0003079544546362259 -0.062443594338491261 -0.0018144742623865734 0.068246303647281223 0.010015532740102112 0.0019072266634618151 4.9177198030315975e-05 -0.0017274120957028278 0.001339200592159043 -0.10007921999188352 -0.0012452301871889904 2.6526834630237113e-06 -0.0016100414021722239 7.0988600635071863e-05 -0.00047680923155573381 0.0015627343371963504
leaf_weight=0.0019484122897236436 0.51214389851925801 1.0120488668212351 2.0141435727950907 0.53205166171768725 1.0082257938127455 0.51284518592308348 0.52552350711903251 0.51526796904846495 0.50278052283101715 0.88315720632564865 0.51896095119900543 0.56071626189122969 0.50695520945009775 4.0187515638574505 0.50198072634469781 0.0010726631812948383 1.0133345710778749 0.0013887684831624418 0.0014726178217026459 0.52682420385629192 5.022944832240265 0.51812754073128786 0.50755069108163198 0.0012094105720744791 0.51643167506494236 1.0014352351281559 0.52078927455467194 15.106850280070306 2.5179448889314733 0.5192972029498425
leaf_count=19 84 64 125 70 23 15 81 47 10 98 60 52 11 46 8 430 32 227 90 74 533 528 31 36 153 13 40 673 38 323
internal_value=1.23711e-07 -0.000596281 2.26358e-05 0.000208774 0.000765682 0.000375733 -1.74149e-05 0.000242208 0.00148771 -0.000560828 -2.99484e-05 -0.000564988 0.000788292 -1.21111e-05 -0.000890454 -6.18029e-05 -6.03468e-05 -0.0152602 -0.0461473 -5.75317e-05 -0.00037939 -0.000116946 4.18969e-05 -0.082389 1.01025e-05 0.000659201 -4.1614e-05 -8.31154e-06 3.76629e-05 0.000120563
internal_weight=41.9042 1.52419 40.38 12.6014 3.63976 3.1077 8.96161 6.0643 1.0283 2.8973 2.59486 1.56894 1.02592 5.036 1.01725 27.7786 27.7767 0.00514346 0.00375469 27.7715 6.55441 5.54107 21.2171 0.00228207 20.7096 1.52826 19.1813 18.6649 18.1441 15.6261
internal_count=4034 148 3886 646 231 161 415 192 91 223 146 75 71 101 55 3240 3221 783 556 2438 1093 1061 1345 466 1314 87 1227 1074 1034 996
is_linear=0
shrinkage=0.1


Tree=676
num_leaves=31
num_cat=0
split_feature=20 2 20 20 2 2 9 4 4 21 22 6 6 15 5 12 7 20 8 6 21 18 21 0 17 3 6 18 18 15
split_gain=5.08512e-05 0.00304277 0.00362344 0.00196742 0.00114796 0.00207868 0.00074543 0.000542394 0.00192627 0.000487948 0.00453147 0.00478895 0.00177611 0.00290189 0.00131004 0.00162273 0.000405819 0.000380398 0.00036505 0.000168368 0.00201811 0.00190842 0.000378531 0.000139884 0.000357638 0.000104763 9.51536e-05 0.000132107 0.000135427 0.000135737
threshold=38.478081868400004 60.327272492300004 38.903925214650009 38.748048509250005 49.864842700850012 54.465024697200008 201.97224908750002 156.01728445355005 157.07313959035005 1.8675847688500002 -0.0034049999999999996 16.665389384150004 16.425383776450001 40.974857724300008 18.066672237450003 157.60052306860004 24.081116689550004 41.319407281650008 8.2435668022500028 16.585387514950003 1.9176293050000004 12.844794714750002 4.1620892039000008 93.953546284800012 185.82794795070004 84.812788641250009 16.465384711100004 13.112573650350003 13.276755824150003 41.29990759910001
decision_type=2 2 2 2 2 2 2 2 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 6 -4 -6 -3 -5 -9 10 11 12 13 14 15 -10 -12 -14 -16 20 -11 22 -22 24 -1 -25 27 -23 29 -29
right_child=1 3 4 7 5 -7 -8 8 9 19 16 -13 17 -15 18 -17 -18 -19 -20 -21 21 26 -24 25 -26 -27 -28 28 -30 -31
leaf_value=7.1525904493340201e-05 -0.10070253557141487 -0.10008224807241911 0.043809839563660302 -0.047447234819714162 -0.099395642180625951 0.034393655755431012 -0.025653994890175499 0.077572468211892051 -0.077732581818029334 -0.10031198021972226 -0.027898698755999141 -0.088538475162747043 0.099811613924289944 -0.083692812048157941 0.048282065233892626 0.067517171125765274 -0.10006818195851477 0.056151859710351942 0.099934390892429739 -0.0018251601747088942 0.099832633156470577 -0.0014579480622056479 0.028357316110696359 0.00013195077091953224 0.0030163975940808337 -0.0014179816027211551 -0.0002328073632300051 0.0017419484537193654 7.2633306999669631e-05 0.00010300311369959109
leaf_weight=1.3624093026738751 0.0065776686755886224 0.0025199542061845595 0.0033754439145923243 0.0024107132444787229 0.0023337265884038061 0.0023115730444942528 0.0028876340855887861 0.0031998308375013043 0.0015216472304526718 0.0020055868143690194 0.0010376651663654415 0.0028851277859303073 0.0053743325253208241 0.0020755500891027632 0.002456574812821799 0.0015553508954926909 0.0031275944398151401 0.0031743024944432818 0.0030885355196517139 0.51443948512463222 0.0022045260156996474 0.52430857251547891 0.0011160669152610048 3.0266183909693769 0.59140760105498902 0.50950940714005533 12.097477035445513 1.0191064328882036 21.198565141283229 1.002332793567575
leaf_count=233 6 29 24 26 26 17 15 9 38 8 17 34 57 35 16 69 72 24 35 267 7 81 121 492 142 41 253 61 1764 15
internal_value=1.29722e-07 -4.26442e-05 -0.0456878 -2.43374e-05 -0.000571163 -0.03282 -0.0603378 -1.53756e-05 -1.22335e-05 -1.9056e-05 0.0135979 0.0316067 0.0496171 0.0224612 0.048015 -0.00431221 -0.082089 0.0835998 0.0770516 -2.89038e-05 -3.12584e-06 2.48659e-06 0.0758094 0.000283839 0.000962919 -9.13741e-05 -4.53661e-06 0.000111765 0.000147209 0.000929276
internal_weight=41.9034 36.4135 0.0145984 36.3989 0.00802074 0.0046453 0.00540759 36.3935 36.3911 36.3879 0.0262967 0.0221314 0.0192463 0.0106977 0.00862211 0.003077 0.00416526 0.00854864 0.00554511 36.3616 35.8471 35.8451 0.00332059 5.48994 1.95382 3.53613 35.8418 23.7443 23.22 2.02144
internal_count=4034 3126 73 3053 67 43 44 3009 2983 2974 397 308 274 193 158 107 89 81 51 2577 2310 2302 128 908 375 533 2174 1921 1840 76
is_linear=0
shrinkage=0.1


Tree=677
num_leaves=31
num_cat=0
split_feature=8 14 16 8 5 19 2 20 10 23 0 10 23 15 18 3 21 5 8 17 22 21 20 3 20 22 8 20 23 23
split_gain=4.8665e-05 5.77922e-05 0.000112497 5.69275e-05 9.57569e-05 0.000245718 7.05289e-05 0.000180079 5.87092e-05 0.000174341 0.000119638 9.31551e-05 0.000157811 8.90562e-05 9.31531e-05 0.000151328 0.000271714 0.000121641 7.53549e-05 0.000128147 7.35229e-05 0.000436066 5.27937e-05 0.000131433 7.3441e-05 0.000100468 5.5958e-05 0.000123079 6.5699e-05 6.92793e-05
threshold=8.8430989333000021 143.06733454090002 12.604970524100002 8.7431769115000026 13.154029769200003 12.751028791950002 74.580378076100018 41.32819714970001 61.987779113750001 0.090390000000000012 85.812895065800021 61.923256118600001 0.11148000000000002 46.435439118750004 13.4793103924 92.598563387050021 0.2796341810500001 22.213482503200002 8.543332867800002 197.38773738110004 -0.077729999999999994 13.996357022800002 36.620308449100001 85.468772425100013 38.244973486750006 0.22598000000000004 8.4434108459500017 42.094663496250007 -0.09053499999999999 0.10791500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -5 -8 9 -6 -10 18 -13 14 15 16 -12 22 19 -11 -17 -22 23 -16 -24 26 28 -28 -26 -30
right_child=-2 2 3 6 8 -7 7 -9 10 11 13 12 -14 -15 17 20 -18 -19 -20 -21 21 -23 24 -25 25 -27 27 -29 29 -31
leaf_value=-0.014284234772210819 -0.00094956837001293991 -0.027488455569500199 0.047666045633113954 -0.00017738273219594379 -0.0020557023308388493 -0.0073435331113862858 0.0024288701655406819 0.00012793871401284095 0.0015469548293991638 0.0015093175506520646 -0.00021280209884709102 -0.0015439735517485936 6.5744637056002148e-05 -0.0012937177441030155 -0.00013230116403791279 -1.8202573720609228e-05 0.003045037388961557 -0.0015825556756112883 -0.00043401891687103091 -0.00014661100189795916 0.0031544684906355601 -0.00018678336421354717 -0.0012468268030801798 0.0018347166719864976 -0.0010496397924600258 -0.0014419147160437706 -0.00013626994940252733 -0.0017896258224314112 0.00019134297708550227 -0.00043909483801973559
leaf_weight=0.0028273464498756997 0.53279953066528563 0.0014873276664947302 0.0014586525139463338 1.0013575790508178 0.51960564869569204 0.0018316697716035946 0.51296470293345908 1.0095700610356457 0.51536493914886605 0.87469943831326635 0.50222521305841261 1.020081304070118 1.5113897523499273 0.51463975885631796 1.0121499567282572 6.020995178948394 0.52219546588702226 0.52344044672824352 1.0474098286858862 1.0034564473971839 0.5267139661563659 1.5115053947802151 0.52756142227558456 0.51129360735757234 0.50711891517825414 0.50672485850530691 3.5217236505167469 0.5162487318997363 13.107952956647738 2.0104311106329087
leaf_count=29 201 928 287 7 474 173 33 23 228 56 15 30 17 54 82 76 74 75 17 21 49 22 119 33 47 46 95 74 572 77
internal_value=4.62694e-08 1.22773e-05 1.32545e-05 1.42434e-05 -1.56631e-05 0.0170431 0.000474451 0.000903157 -1.71084e-05 -0.000305403 3.53299e-05 -0.000138743 -0.000582907 1.1243e-05 3.23433e-05 0.000303052 0.00144787 -7.57708e-05 0.000245589 0.000624592 0.000157532 0.000676659 -4.02771e-05 0.000527864 -8.20947e-05 -5.16306e-05 -1.58031e-05 -0.000347649 6.99531e-05 0.000107508
internal_weight=41.8992 41.3664 41.3636 41.3621 38.8382 0.00329032 2.52389 1.52253 38.8349 5.97664 32.8583 5.45704 2.53147 32.3429 31.8283 9.08364 1.02442 22.7446 2.92557 1.87816 8.05921 2.03822 22.2212 1.52344 20.6978 20.1702 19.6635 4.03797 15.6255 15.1184
internal_count=4034 3833 3804 2876 2813 460 63 56 2353 615 1738 141 47 1510 1456 236 89 1220 94 77 147 71 1145 115 1030 911 865 169 696 649
is_linear=0
shrinkage=0.1


Tree=678
num_leaves=31
num_cat=0
split_feature=12 8 19 15 22 22 9 15 17 16 21 10 19 15 22 5 22 22 3 5 22 5 15 2 22 20 20 20 18 9
split_gain=4.0768e-05 3.94297e-05 5.39896e-05 0.000115161 0.000167515 0.000134711 0.000373861 0.000475825 9.54312e-05 0.00019228 0.000147167 6.8429e-05 0.000503792 0.000125483 8.8865e-05 6.44013e-05 0.000316681 7.13555e-05 0.000181402 5.68207e-05 6.12775e-05 9.57735e-05 0.000607271 0.000105375 7.69406e-05 0.000497394 0.000156663 8.30261e-05 6.23682e-05 0.00020213
threshold=63.174563425750001 8.8430989333000021 14.351157895250003 46.074827201850006 -0.086139999999999994 -0.067109999999999989 200.95377551580003 37.491361913600009 195.42788627465004 22.594947163200004 7.7834773016000005 62.014663695050011 14.251149826300002 44.190294328500009 -0.086719999999999992 22.387336278850004 -0.084275000000000003 -0.092710000000000001 93.14163192940002 24.393336510100003 -0.096529999999999991 20.769304081650002 39.15620581320001 173.34516805710004 -0.059424999999999999 40.098777110850008 42.622319549950006 41.360869295700006 15.061723691000003 205.88909726980003
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -5 8 7 -7 15 -10 -11 12 13 14 -2 16 17 18 -4 20 28 24 -23 -24 25 -22 27 -27 29 -13
right_child=1 -3 3 4 -6 6 -8 -9 9 10 -12 19 -14 -15 -16 -17 -18 -19 -20 -21 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.013529740667318962 3.7423995742557511e-05 -0.0008542316396592224 -0.00071884917109599222 0.00044811161249799721 -0.0021146225884290308 -0.00024689568345272336 0.0032295081685833719 0.0029158988211038482 -0.0022213620684577223 -0.0010676131052646204 0.001341853760302765 0.00017620809086767812 -0.003347824591169233 -0.0013347015758783222 0.0015668999305103058 -1.4388728219435433e-05 0.0028203485143043668 -0.00055270289736891309 0.0019532114580804298 0.001037060027807062 -0.003310214389351575 -0.0037179067310090215 0.0014157978901292072 -0.00034941343487289325 6.9582381369942556e-05 6.8823636155347775e-05 -0.0015623733372911478 0.0014944911123504279 -0.000454213202272148 0.002280517050544867
leaf_weight=0.0022269621834912759 1.501747188629017 0.53249813367589283 0.50157419079914711 0.5048394470474733 0.51552079595105726 2.5096953630963981 0.52883580822162901 0.58690727717001312 0.52453928164118213 0.50703098977010064 0.50695020414423198 4.0206326988034844 0.52059294345839813 0.50804009127823846 0.50851103646816431 4.8722969909606491 0.51516806729341658 1.0081143461666195 0.51486934957210906 0.50468916104575612 0.5207442428403114 0.52004557657367856 0.50828612260238504 1.0104761154966864 13.09118474263013 2.0062530142310835 0.51027567162541876 0.51292144279392449 1.0088337441892354 0.51493172812752153
leaf_count=31 323 186 6 48 69 30 58 81 83 42 9 443 49 21 145 55 87 25 44 60 177 81 20 66 798 48 87 97 722 43
internal_value=6.68687e-08 7.86022e-07 1.17929e-05 0.000175062 -0.000846669 0.000257961 0.000772212 0.000352557 4.96619e-05 -0.000667038 0.000137024 -6.81497e-05 -0.000515961 6.94538e-05 0.000424317 0.000198428 0.000606703 4.34193e-05 0.000634657 -1.31199e-05 -3.49991e-05 -0.000121647 -0.000768549 0.000241352 -4.23923e-05 -0.000455294 3.54497e-05 0.000359099 0.000256936 0.000415115
internal_weight=41.8992 41.897 41.3645 13.5963 1.02036 12.576 3.62544 3.0966 8.95054 1.53852 1.01398 27.7682 3.03889 2.5183 2.01026 7.41202 2.53973 2.02456 1.01644 24.7293 24.2246 18.6802 2.03881 1.51876 16.6414 3.55019 3.02945 2.51917 5.5444 4.53556
internal_count=4034 4003 3817 637 117 520 169 111 351 134 51 3180 538 489 468 217 162 75 50 2642 2582 1374 167 86 1207 409 232 145 1208 486
is_linear=0
shrinkage=0.1


Tree=679
num_leaves=31
num_cat=0
split_feature=17 15 20 18 0 17 20 19 23 23 20 12 9 20 23 10 13 7 23 5 22 23 20 10 22 16 17 8 0 16
split_gain=3.89576e-05 0.00011017 4.86024e-05 0.0030629 0.00511361 0.00190918 4.45855e-05 6.77416e-05 0.000125386 6.00209e-05 0.000148139 6.14332e-05 0.00129015 8.74053e-05 3.89257e-05 0.000280993 0.000143585 0.000208267 0.000173775 0.000100017 0.000234119 9.87839e-05 0.000335825 0.000104347 8.34824e-05 9.59252e-05 0.000178407 0.000306485 6.80949e-05 0.000263084
threshold=212.98902586740002 14.452282096300001 43.752965619700007 13.565177112500001 86.20003303655001 185.24175881545003 43.308802343500005 14.651182102100002 0.09062000000000002 0.41214500000000009 40.377444152000002 63.174563425750001 179.18874144770004 33.151194885250007 0.10249000000000003 61.93938686740001 108.49810477050001 23.974509389900003 0.11002000000000002 23.730745871350006 -0.092710000000000001 0.09914000000000002 34.466665687600006 70.776348742200014 0.17076500000000003 22.534947303500005 196.16836764490003 8.543332867800002 93.953546284800012 22.454947490600002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 7 9 -9 11 -11 -3 -13 -14 15 -15 -16 19 -19 -18 -21 22 -17 -23 25 28 -27 -28 29 -24
right_child=-2 2 3 -5 -6 -7 -8 8 -10 10 -12 12 13 14 16 21 17 18 -20 20 -22 23 24 -25 -26 26 27 -29 -30 -31
leaf_value=0.032921017447421826 -0.00086565223453119098 -0.018422464071627356 0.033453058522579494 -0.00024845817715672198 0.094418992471607621 -0.10007921808843688 -0.00092747648499776547 0.0019173129479151544 -0.00029686906454990617 -0.00034287332488239756 0.0013711788386857634 -0.093872632719128365 0.021580627991008128 0.0022778661801456674 -0.00185271786174115 0.044184196983340224 -0.00016124974339102138 0.0025031876259242985 -0.00010106368225654894 0.00029713109137195662 -0.0027372189647958244 0.0019422211561981228 0.0024946044565221205 -7.9320831366240193e-05 -0.0013304844090332654 -0.00013775335979630707 -0.0031933881743464901 0.00024811994362212379 -3.6232927059177913e-06 0.00014984941226126443
leaf_weight=0.001017167270552898 0.51339197300088457 0.0018179234515461875 0.0019655610339003879 0.50699903224455312 0.008475638495395954 0.0023518818991412616 0.51421066525936154 0.51277625430361584 0.51024778215150945 1.0015696294408365 1.0154179267776724 0.0014652333146604182 0.0018705204228187658 0.53954987650156994 0.51162876534316293 0.0017153444005150167 5.4573797174534064 0.5133099485774435 0.51159142786673328 0.50153772132171071 0.51576578011079355 0.51516915212705672 0.55411118892096212 0.50626074354077844 0.51075187789981313 10.050922538446359 0.53096908239193374 0.50476980092728763 12.071794580556359 3.5076732060260838
leaf_count=540 390 21 189 416 47 32 93 29 40 31 34 507 22 132 95 13 120 19 25 11 32 44 214 45 91 195 88 45 452 22
internal_value=1.01573e-07 1.08415e-05 1.00326e-05 0.000970913 0.0492955 -0.0392873 -2.18979e-06 9.60182e-06 0.000812958 -1.12961e-05 0.000520037 -4.002e-05 -3.91243e-05 -3.5439e-05 -3.65228e-05 1.68964e-05 -0.000231855 -0.000121278 0.00120325 -0.000330942 -0.00124126 -2.5529e-05 -6.11004e-05 0.000940266 -6.38373e-05 -4.00703e-05 -0.000266527 -0.00151616 0.000115546 0.000469722
internal_weight=41.8985 41.3851 41.3841 0.519792 0.0127931 0.00431744 40.8643 40.3501 1.02302 39.327 2.01699 37.3101 37.3082 37.3068 37.3049 29.2937 8.01121 7.49958 1.0249 6.47468 1.0173 28.7541 27.7327 1.02143 27.731 27.2202 11.0867 1.03574 16.1336 4.06178
internal_count=4034 3644 3104 684 268 221 2420 2327 69 2258 65 2193 2172 1665 1643 1341 302 207 44 163 43 1209 1120 89 1107 1016 328 133 688 236
is_linear=0
shrinkage=0.1


Tree=680
num_leaves=31
num_cat=0
split_feature=8 19 15 22 22 9 9 9 20 16 18 13 22 14 12 18 18 0 6 2 22 23 14 21 22 17 9 5 22 13
split_gain=5.25611e-05 5.85444e-05 0.000117249 0.000159992 0.000106359 0.00029877 0.000390295 7.03442e-05 0.000325553 0.0117386 0.000461324 9.65739e-05 0.000120793 8.97934e-05 0.000172847 7.5046e-05 0.00012687 7.90247e-05 0.000431597 6.68967e-05 8.96949e-05 0.000132061 0.000149197 9.95475e-05 0.000135079 0.000115822 5.59006e-05 7.2052e-05 0.000220218 0.000348546
threshold=8.8430989333000021 14.351157895250003 46.074827201850006 -0.086139999999999994 -0.067109999999999989 200.95377551580003 193.67618212375001 195.10791980860003 41.385032804600009 22.544947280100004 13.131682570750003 117.57971633515002 -0.021784999999999999 283.98263217005007 246.36519872610003 13.043896815850003 13.314799198000001 97.674372337300014 11.260263094250002 93.57193670880001 -0.095204999999999998 0.087245000000000031 180.73420799095001 7.1067965614000004 -0.074349999999999986 195.18216166535004 197.55459634620004 18.946524085150003 -0.092479999999999993 117.69263157665002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -4 19 6 -6 8 11 -10 -11 -1 -13 15 -15 -9 -17 26 -19 -3 21 -21 -23 25 -25 -22 -18 -28 -29 -30
right_child=-2 2 3 -5 5 -7 -8 13 9 10 -12 12 -14 14 -16 16 17 18 -20 20 23 22 -24 24 -26 -27 27 28 29 -31
leaf_value=1.3000292495886836e-05 -0.0009869081883398989 0.0011795562755453333 0.00041749543287980209 -0.0020871529886294683 0.0028167637740356632 0.0029229274945912682 -0.00016200000812215267 0.0011644781361087673 -8.9937933285040019e-05 -0.064733302962698483 -0.10024110911181781 -0.0021355526994051217 5.2602464739860076e-05 0.0022337938493450968 -3.8052294074262842e-06 -0.001629059795135083 0.00065016402389624474 1.0271670578911615e-05 -0.0031077132980813849 0.00010947334520689005 0.00010002295714817999 -0.00013030202843306929 -0.0025504616265605265 0.0012896478362361212 -4.6703380731351797e-05 -0.0015619378347134687 0.00013887531562572713 0.00019115232487300875 -0.0034218619254399126 0.00027157855199504052
leaf_weight=5.5301322831636144 0.53262033125783759 0.52243710259244736 0.50471873969717507 0.51554485913401282 0.53089535324745885 0.52772474005723768 2.5653843614454672 0.50662697041733551 0.50577860325663859 0.0057227437199252043 0.010146123718715927 0.50887670486289593 0.50031820616629807 0.52336652729722932 1.0142150978750668 0.50712858389308024 1.5241739417191436 3.0044433437595726 0.52091850100061066 1.5067026673362751 2.368035432256876 0.4995642304420469 0.51973727354629773 1.5260401319219454 1.4997646223637275 0.50955146668457008 10.077118163579703 2.0074198170977984 0.52137867044893826 0.5010412624978926
leaf_count=751 201 97 48 69 67 58 46 14 987 23 27 66 7 233 230 17 44 176 229 34 72 2 55 34 7 52 303 34 48 3
internal_value=1.55744e-07 1.28653e-05 0.000182885 -0.000848117 0.000266529 0.000723596 0.000348746 -7.03791e-05 -0.000342944 -0.00274706 -0.087436 -0.000151166 -0.00105075 2.25604e-05 0.000757835 -3.64135e-05 -6.90119e-05 -2.54383e-05 -0.000450452 8.14921e-05 1.34363e-05 -0.000485241 -0.00136433 0.000226815 0.000627275 -0.00019427 7.69684e-05 1.0313e-05 -0.00041728 -0.00161188
internal_weight=41.8975 41.3649 13.5961 1.02026 12.5758 3.624 3.09628 27.7688 7.06097 0.521647 0.0158689 6.53933 1.00919 20.7078 1.53758 19.1702 18.6636 18.1565 3.52536 8.95183 8.4294 2.526 1.0193 5.90339 3.0258 2.87759 14.6311 13.107 3.02984 1.02242
internal_count=4034 3833 641 117 524 171 113 3192 1861 1037 50 824 73 1331 463 868 854 837 405 353 256 91 57 165 41 124 432 388 85 51
is_linear=0
shrinkage=0.1


Tree=681
num_leaves=31
num_cat=0
split_feature=0 13 7 19 22 8 9 23 8 2 10 20 23 16 7 9 15 4 18 15 9 23 18 3 2 23 10 23 22 20
split_gain=6.86168e-05 0.000167161 0.000209025 4.87447e-05 0.000128685 4.74292e-05 0.000328805 0.000301517 6.02615e-05 7.79989e-05 5.45445e-05 0.000149789 0.000451532 6.49933e-05 0.000783711 0.000153267 0.000280042 8.55105e-05 0.000230952 0.000214147 0.000233442 0.000561081 0.000178394 0.00755358 0.00378681 0.00440496 0.00197665 0.00189682 0.00188524 0.00041545
threshold=76.451683855550016 95.986020631400024 20.752538901500003 14.651182102100002 -0.086139999999999994 8.8430989333000021 177.77223095870002 0.097970000000000015 8.7431769115000026 74.580378076100018 61.987779113750001 40.636252116050009 0.11243000000000002 22.654947022900004 22.356277907050004 193.42660545270004 42.493282152450007 262.75803037610007 12.909082926650003 38.884669609800007 200.95377551580003 0.41991500000000009 13.946975448150001 82.081315180750025 227.66379729560001 0.09450500000000002 62.55235532115001 0.086030000000000009 -0.093879999999999991 39.664548207900005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 7 -4 10 -10 11 -8 -13 14 -12 -15 -17 18 -16 -20 21 -21 -19 -24 28 26 -26 -28 -25 -30
right_child=1 2 3 4 -6 -7 8 -9 9 -11 13 12 -14 15 17 16 -18 22 19 20 -22 -23 23 24 25 -27 27 -29 29 -31
leaf_value=-0.020158060066087335 -0.036258339624441166 0.040144049568978962 0.0047899353932665152 -0.00045126587545078533 0.0017879746059187374 -0.00095987324795849995 2.2221648696174003e-05 0.078394288092429987 -0.00021827767289473127 0.0009180675673693021 0.072257018042175936 -0.0035171208760734277 7.7678802001703096e-05 -0.00014545298437300847 -0.035132469287488637 0.0030771641651298563 -0.00023374348114360419 -0.00020033621976078142 -4.9950699594097816e-05 0.0043510254984272462 0.00012757386080716672 -0.00032296748267058049 0.00076794547267076594 -0.0026857813833757048 -0.088266023068591243 0.087970806370345031 0.060578480161329197 -0.10002010698912976 -0.062333227792502534 -0.10017206803937501
leaf_weight=0.001688550924071274 0.0012714097374403313 0.0012971362088468599 0.0012235728931803127 0.50744188155901782 0.51926177935283735 0.52596212219629634 3.4254112940052353 0.0010209248383432623 1.0017223873637697 1.5215337492312171 0.001499663311629428 0.5337253306686166 1.0118185488561693 1.5055943049712532 0.0018657980108426333 0.51703235149216176 0.50496312457075021 5.5334538024765241 21.700014219906041 0.52930573379513324 1.5024881374665708 0.49892080575227737 0.51598356835409909 0.0028262103606521141 0.004686840533132397 0.0035166701327398195 0.002400578223841876 0.0010602456911250613 0.0037980504489497626 0.01229407111567582
leaf_count=435 986 134 283 21 51 138 59 9 9 53 16 99 17 29 8 40 26 135 943 66 10 2 219 26 18 23 42 23 24 90
internal_value=3.51058e-08 8.47596e-07 1.94805e-06 7.05061e-07 0.000681244 -1.63934e-05 -4.09149e-06 0.0382694 -6.22122e-06 0.000466943 -3.77957e-05 -0.000346505 -0.00116372 8.93089e-06 -3.16903e-05 0.000496112 0.00144126 -3.52666e-05 4.88633e-05 5.15723e-05 0.000922098 0.00208309 -0.000370576 -0.00209409 -0.0503816 -0.005568 -0.0459409 0.0113781 -0.078012 -0.0912414
internal_weight=41.8951 41.8934 41.8921 41.8908 1.0267 40.8641 40.3382 0.0022445 40.3359 2.52326 37.8127 4.97096 1.54554 32.8417 30.3141 2.52759 1.022 30.3126 24.2326 24.2307 2.53071 1.02823 6.08002 0.546566 0.0305827 0.0116643 0.00814766 0.00346082 0.0189183 0.0160921
internal_count=4034 3599 2613 2479 72 2407 2269 292 1977 62 1915 175 116 1740 1645 95 66 1629 1029 1021 78 68 600 465 246 106 83 65 140 114
is_linear=0
shrinkage=0.1


Tree=682
num_leaves=31
num_cat=0
split_feature=0 10 19 19 20 4 21 23 22 23 23 7 23 6 6 15 22 2 9 22 22 22 3 22 23 19 19 5 15 17
split_gain=6.91317e-05 0.00050692 0.000317867 4.21523e-05 0.000130135 4.84508e-05 0.00037218 0.00192294 0.00120041 0.000652189 0.000148016 0.000115538 6.84555e-05 6.60586e-05 8.23534e-05 0.000177927 0.000113215 0.000297517 7.25717e-05 6.31287e-05 0.000212951 5.61901e-05 0.000109035 0.0001014 9.6293e-05 0.000139105 7.70931e-05 0.000107851 8.95165e-05 0.000539867
threshold=83.503509531750026 58.167480110400007 14.351157895250003 14.651182102100002 42.779078631750004 244.52697497700004 0.17201659740000003 0.11278000000000003 -0.0034049999999999996 0.083155000000000021 0.13041500000000003 22.977992916200005 0.10791500000000002 16.535386346650004 16.405383309150004 39.883592142850006 -0.087234999999999993 210.62522394830003 205.22231928645002 -0.087304999999999994 -0.041369999999999997 -0.099639999999999992 93.337889372900023 -0.11103999999999999 0.086955000000000018 13.051052998800001 14.551174033150001 20.482113285800001 38.213426205600008 187.51563899930002
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 7 8 9 -7 12 -8 21 14 15 19 -16 -18 -15 -13 -21 22 23 24 -2 -26 28 -28 -23 -30
right_child=3 -3 -4 4 -6 6 11 -9 -10 -11 -12 13 -14 18 16 -17 17 -19 -20 20 -22 26 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.018273943089185767 0.00044993781631635265 -0.058560186290194154 0.045015533659619585 0.0017422700720835264 -0.00051062847175163358 0.080223407790302695 -0.0016277415160687589 0.094529931557625624 -0.10003527933204881 -0.029958695770779056 0.00174655966863678 0.00093095168695322267 -0.0010902655998254582 -0.0012392173680450288 -8.9853290890163718e-05 -0.0020237573221370169 0.0028756273909006603 0.0001951883770132938 -4.0222645209948778e-05 -0.0021618499564422999 -3.7774060929168043e-05 -2.858797849846133e-05 0.0017784802133688417 0.00148580610701459 0.00037249139275234955 -0.001964519967598275 0.00022704011670761132 -0.0017992939417648766 -0.00035136060263592835 0.0034098482219116415
leaf_weight=0.0017260660082439863 1.5101908261679993 0.0015706293121560133 0.0014688958128488139 0.52138283128442597 0.50448192331722908 0.0010287285624964726 0.51588224639763325 0.0023655707165360917 0.0012655950198907874 0.0011243965882284691 0.5188769438914268 0.51796796316289739 0.52474168790503384 1.0143857176069464 4.5092027244571895 0.53584894960009766 0.52092179039763697 2.0192556306759126 1.0049220197483064 0.5161377104746262 5.5189866302483255 16.630942117830635 0.51343196467481611 0.51238087640580365 0.50417018464637553 0.51472163337052734 0.50165780422685091 0.55134309840104834 1.3703390943164198 0.5289163374139888
leaf_count=307 262 313 28 53 7 72 209 19 71 83 44 544 85 29 60 140 32 67 33 174 340 667 50 79 60 73 21 27 33 52
internal_value=-1.04163e-07 -0.0120437 0.0108236 1.26607e-06 0.000634379 -1.4629e-05 -0.000145743 0.0252158 -0.0227458 0.0226845 7.5807e-05 -0.000154542 3.91709e-05 -0.000107505 -3.10904e-05 -0.000271763 0.000210933 0.000744874 -0.00064253 -0.000128502 -0.00021943 6.4785e-05 0.000430544 0.000202997 -5.68941e-05 -0.000808115 -1.61034e-06 -0.000833933 4.56874e-05 0.000696084
internal_weight=41.8916 0.00476559 0.00319496 41.8869 1.02586 40.861 16.6793 0.00578429 0.00341872 0.00215313 24.1817 16.6735 23.6628 16.1576 14.1383 7.08894 7.04938 2.54018 2.01931 6.55309 6.03512 23.1381 3.5549 3.04146 2.52908 1.01889 19.5832 1.053 18.5302 1.89926
internal_count=4034 648 335 3386 60 3326 1873 245 226 155 1453 1628 1409 1419 1357 1198 159 99 62 1058 514 1324 524 474 395 133 800 48 752 85
is_linear=0
shrinkage=0.1


Tree=683
num_leaves=31
num_cat=0
split_feature=8 12 17 14 8 23 3 17 20 5 8 22 12 12 2 22 6 2 20 20 17 6 21 0 5 5 22 21 17 21
split_gain=4.95372e-05 4.40117e-05 0.000138958 9.69178e-05 5.92235e-05 0.000104118 0.000205915 4.82158e-05 9.85424e-05 0.000801647 0.00110358 9.0206e-05 5.68127e-05 0.000218084 0.000114841 0.000104116 0.00010534 7.07344e-05 6.83853e-05 7.41374e-05 0.00025014 0.000410211 0.000126512 0.000113111 8.72612e-05 9.49525e-05 0.000126782 5.05529e-05 0.000279318 0.000176854
threshold=8.8430989333000021 82.696898122450008 183.19621122360005 156.61564208075004 8.7431769115000026 -0.11223 93.765354215650021 205.83789591070004 34.466665687600006 19.925387549600003 8.3434888241000014 0.061925000000000015 149.09269374785001 144.57070813310003 130.44142995155002 -0.101395 16.445384243750002 93.57193670880001 36.620308449100001 40.316494640950005 188.83172615260003 16.605387982250004 4.0847671134500008 85.812895065800021 20.769304081650002 18.038339912700003 -0.086139999999999994 4.797392351550001 193.58923865885004 4.837019638150001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 7 -6 -7 8 9 10 -5 -9 13 15 -14 16 -10 -18 -17 20 -20 -22 -21 -24 25 -25 -27 28 -16 -29
right_child=-2 3 -4 4 5 6 -8 11 12 -11 -12 -13 14 -15 27 18 17 -19 19 22 21 -23 23 24 -26 26 -28 29 -30 -31
leaf_value=0.00016410204361374855 -0.00095838990743062893 0.017080901622757619 -0.0018643715896665251 0.04581558489737439 -0.00016757949405144933 0.0026705125798362015 -0.00016862582775625454 -0.0016081574002883591 0.0019930170859574665 0.065054335775446934 -0.10006614006461208 -8.0102148265452907e-05 -0.0015589693798044001 0.002193739673274729 -0.0025231284142788711 0.001129800634037311 0.0013068633358696703 -0.00014201807360292261 1.5758205492524249e-05 0.0016620001741007825 -0.0036776256986936922 0.00031346774026888341 0.0014705422002014128 -0.00011432753580253071 -0.00092802904207799942 -0.00017665726332236425 0.0020579214832328655 0.0018649979724829572 -1.8441420137543674e-05 -2.864347665401967e-05
leaf_weight=1.0059829709833099 0.53253056275648347 0.0033342193922710752 0.5083705707570515 0.0010489971212496165 0.99899913444096489 0.51714140583726365 0.50482730669921949 0.51944402306299631 0.52171785306402796 0.0017888485082424577 0.001025523715725285 1.5075403922194732 0.51350985459675058 0.51563187954226997 0.5215837083861542 0.51313005539117007 0.50745716067635638 1.0028138238636313 3.9167080541615746 0.51493778473617879 0.52909119522145587 0.50174292124575004 0.51137127736486032 4.5064117611972749 1.0108547297932089 0.50094226893634186 0.51485575229162328 0.50926093259256866 3.0418079501906927 15.635197374661367
leaf_count=43 201 25 53 129 5 32 22 545 371 113 5 89 32 72 251 44 48 111 82 163 90 6 92 75 21 10 31 10 261 1002
internal_value=-5.89326e-08 1.22805e-05 -0.000516859 3.23915e-05 3.09647e-05 0.000558393 0.00126805 2.7807e-06 2.96503e-05 0.0159997 -0.0262999 -0.000471688 2.79264e-05 0.000171522 -8.26225e-05 0.000102248 0.000767992 0.000344812 -1.65256e-06 -4.80735e-05 -0.000349022 -0.00173502 0.000148894 3.82885e-05 -7.38202e-05 8.2545e-05 0.000955936 -4.41547e-05 -0.00038506 3.10896e-05
internal_weight=41.8911 41.3585 1.51435 39.8442 39.8408 2.02097 1.02197 37.8199 35.7929 0.00386337 0.00207452 2.02698 35.789 15.5677 20.2214 15.052 2.03199 1.51027 13.02 12.5069 4.94754 1.03083 7.55937 7.04444 6.53306 5.52221 1.0158 19.7078 3.56339 16.1445
internal_count=4034 3833 96 3737 3712 59 54 3653 3019 247 134 634 2772 1216 1556 1144 530 159 614 570 178 96 392 229 137 116 41 1524 512 1012
is_linear=0
shrinkage=0.1


Tree=684
num_leaves=31
num_cat=0
split_feature=8 19 5 6 5 22 5 15 3 18 15 2 10 0 6 9 16 21 20 6 23 20 23 23 9 16 21 22 22 0
split_gain=4.01007e-05 4.66274e-05 0.000109794 0.000100863 0.000225653 8.40992e-05 8.67276e-05 0.000120647 0.000113342 9.86876e-05 0.00030463 0.00049328 0.000197078 0.000172526 8.15158e-05 0.000117805 6.32575e-05 0.00011521 9.81653e-05 0.000338079 7.70248e-05 0.00018373 6.52082e-05 5.21807e-05 4.93315e-05 6.6027e-05 0.000114607 4.68593e-05 8.88854e-05 0.000301607
threshold=8.8430989333000021 14.351157895250003 20.204934414350003 16.285380505300001 20.769304081650002 0.066710000000000019 20.872540794500004 36.548474543700003 92.864720741950009 13.327513832500001 40.94720173475001 84.960908098050012 62.041548276350007 86.692020874450009 16.525386113000007 197.63955579655001 22.594947163200004 12.706368345750002 41.50623664750001 14.525339382250001 0.10791500000000002 38.179089776100007 0.10301500000000002 -0.092630000000000004 193.67618212375001 22.634947069650003 13.996357022800002 -0.096529999999999991 -0.059424999999999999 93.399723909900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 -3 4 -4 6 23 -8 -9 10 11 -10 -11 -14 15 -12 17 20 24 -20 22 -22 27 -5 -18 -26 -27 -1 -29 -30
right_child=-2 2 3 5 -6 -7 7 8 9 12 14 -13 13 -15 -16 -17 18 -19 19 -21 21 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=0.00028434934272979272 -0.00086200967638943172 0.0015820463445569432 0.00068140184990909025 -3.1655422769050515e-05 -0.0022678368799765934 0.0013881257202684786 0.0017111166345654613 0.0011390807206896635 -0.00036645387287125486 4.4965085269514317e-05 -0.001924966091500914 0.0040179358623296177 -0.0028071775215942536 -0.00019445670666004035 0.00026462321960926878 0.00023555373612010422 -0.00048516443965189232 0.0014868373303486525 2.8223532282747617e-05 -0.0031169530492489777 8.1955257051489751e-05 -0.0022393518911870574 0.0011446233276781806 -0.0014705708585633949 -0.00024096560342834491 0.0018591398973149835 -0.0002676742702528466 -0.00051935667768720974 -0.0022944716129613221 0.00017178634467230063
leaf_weight=4.5362278299559966 0.53284517017937005 0.52408703908440557 0.50306808197637909 0.50029577193345176 0.53567867270682967 0.556468403265172 0.51236541323350948 1.014866842297123 0.50091292514298336 4.0211498693847245 0.50748094279829581 0.52615195251746627 0.51175235524301832 0.49934984743595123 1.8693136121373752 0.50205203269683807 2.0107000972002416 0.52011782995103573 1.0022225139109644 0.5186189119232768 1.0056170002320239 0.51588749580140802 0.51426719180070435 0.50785066705429638 1.5058252162416468 0.51024018022098949 0.50327897560782731 3.5452124385530501 0.52030693392628613 10.556402323386006
leaf_count=1236 201 76 9 5 106 28 84 34 20 83 46 34 43 2 24 9 26 388 8 71 84 70 65 38 11 36 4 355 256 582
internal_value=-3.27226e-08 1.10728e-05 0.000162825 0.000105911 -0.000839512 0.000187545 0.000129316 0.000214649 0.000137613 2.39035e-05 0.000401065 0.00187961 -0.00026884 -0.00151684 -0.000126425 -0.000850515 -6.32204e-05 1.64592e-05 -0.000349156 -0.00104431 -1.96252e-05 -0.000705117 3.3392e-05 -0.000756505 -0.000115778 0.000179031 0.000803037 3.56297e-06 -8.35467e-05 5.59387e-05
internal_weight=41.8906 41.3578 13.5928 13.0688 1.03875 12.03 11.4735 10.4654 9.95303 8.93816 3.90591 1.02706 5.03225 1.0111 2.87885 1.00953 27.7649 21.714 6.05089 1.52084 21.1939 1.5215 19.6724 1.00815 4.53004 2.51934 1.01352 19.1581 14.6219 11.0767
internal_count=4034 3833 641 565 115 450 422 379 295 261 133 54 128 45 79 55 3192 3036 156 79 2648 154 2494 43 77 51 40 2429 1193 838
is_linear=0
shrinkage=0.1


Tree=685
num_leaves=31
num_cat=0
split_feature=0 15 6 23 20 22 15 7 19 3 23 23 18 18 18 0 13 23 16 17 6 3 9 2 23 23 15 20 9 13
split_gain=3.97854e-05 0.00312544 0.000311229 0.000201356 0.000129192 0.000956016 4.55675e-05 0.000165057 6.05324e-05 5.90741e-05 4.84849e-05 0.000119949 0.000218962 0.000110546 7.46497e-05 0.000102234 5.81794e-05 7.0514e-05 0.00027097 0.000181619 0.000120121 0.000621781 0.000590205 9.64092e-05 0.000210319 8.47943e-05 0.000198896 0.00027838 8.13642e-05 6.10677e-05
threshold=97.878695155250014 20.520114807950005 11.805275828400001 0.08766000000000003 34.654301448200009 -0.081874999999999989 46.435439118750004 23.514778597300005 14.651182102100002 92.913112988300014 0.049900000000000007 0.079605000000000023 15.398663672050001 14.420596409350003 13.204532713600001 85.812895065800021 104.08096806215002 0.09013000000000003 22.604947139800004 200.79056394860001 14.745344522600002 92.598563387050021 192.57902085675002 167.50942450365002 0.08481000000000001 0.10249000000000003 38.884669609800007 42.233786329550007 201.09804420775001 117.59584708395001
decision_type=2 2 2 2 2 2 2 2 2 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 5 -3 8 -8 10 -9 13 12 -12 14 15 -6 -13 18 23 20 -19 22 -22 -18 -25 26 -23 -28 29 -27
right_child=2 4 -4 -5 6 -7 7 9 -10 -11 11 16 -14 -15 -16 -17 17 19 -20 -21 21 25 -24 24 -26 28 27 -29 -30 -31
leaf_value=0.046908986272755533 3.9469482216154251e-06 0.077878012795140436 -0.0025731751860741895 0.097392663047366476 -9.7753731659286838e-05 -0.020010997853623039 -0.001974086049218669 0.0009938172034505571 0.001116342629687288 -0.00053431758760028882 0.0026250781587471173 0.0010952340006679419 8.7023583988969416e-05 -0.0016356879950356223 0.00015540794534178991 -0.001836144788144907 2.9486817783525575e-05 -0.00034710574098303622 -0.0023564310026853918 -0.0016623923055221459 0.00017811063834420927 0.00010793711194665112 0.0048844036515513717 0.00045607694396280997 -0.0024183902104585164 0.00059334943827030033 0.0032939757954821092 8.2902471189495865e-06 -0.0009218476073144683 -0.00015303017350611276
leaf_weight=0.0010419687787127539 4.5134087254194366 0.0016181085897830627 0.5228990556543146 0.0032679911087296724 1.0021600617090656 0.002602092152547252 0.51216427557649513 0.50549966413450398 0.52170677678809951 0.50639295408074414 0.51464590455658665 0.5082711346431158 1.0011551759607824 0.5147828221227212 3.5188870629848812 0.51068970347833076 10.053701210519629 3.0089485297779062 0.54101214589309954 0.53163244122873798 0.50500277359151258 3.5166096695839748 0.56413971365856241 0.50539804885420359 0.51283363140548577 1.5207152894121589 0.52718743991424666 0.504746211068408 1.0101026218436358 3.9269233848026488
leaf_count=221 1195 100 266 43 301 26 84 18 64 43 162 70 25 44 90 35 345 102 136 113 23 64 136 33 109 43 45 18 37 43
internal_value=2.79409e-09 3.60292e-05 -0.000263625 0.0851878 2.60697e-05 0.0175216 2.40658e-05 -0.000511304 4.71662e-05 0.000229075 3.11374e-05 8.25348e-05 0.000948746 -0.000239939 -9.71438e-05 -0.000684579 3.51976e-05 1.54103e-05 -0.0001712 0.000154184 0.000218208 0.000359072 0.00266142 -6.44223e-05 -0.000991652 0.000135424 0.000466149 0.00168686 -9.75237e-05 5.53226e-05
internal_weight=41.8901 36.8538 5.03631 0.00430996 36.8495 0.0042202 36.8453 1.52406 35.3213 1.01189 34.7995 29.253 1.5158 5.54652 5.03174 1.51285 27.7372 27.229 11.6129 15.616 15.0844 12.0754 1.06914 11.0719 1.01823 11.0063 4.54854 1.03193 6.45774 5.44764
internal_count=4034 2573 1461 264 2309 126 2183 145 2038 61 1974 1504 187 470 426 336 1317 1247 623 624 511 409 159 487 142 250 127 63 123 86
is_linear=0
shrinkage=0.1


Tree=686
num_leaves=31
num_cat=0
split_feature=15 12 12 18 2 21 6 15 6 10 21 0 15 21 22 5 18 20 17 6 10 20 19 20 19 2 4 23 2 21
split_gain=4.40451e-05 3.63069e-05 0.000220513 0.000119166 0.000117871 0.000117727 0.000105442 0.000351463 0.000170668 0.000154259 0.000122202 6.30939e-05 0.000461213 0.000164932 0.000148062 0.000155122 0.000124059 0.000108244 0.000112368 0.000310174 0.000434044 0.000130841 0.000224478 0.000191857 7.81353e-05 0.000123136 7.36531e-05 6.08437e-05 9.77852e-05 5.96077e-05
threshold=14.022476987850002 149.09269374785001 144.57070813310003 12.500912874450002 130.44142995155002 1.9425901130500003 16.265380038000004 31.504255087500002 14.825346391850003 62.079186690200011 7.0441631297000011 86.329079026800017 41.29990759910001 14.70115454445 0.022350000000000005 24.346375512250003 13.276755824150003 43.752965619700007 193.82841840970002 16.355382140900002 80.468240302450013 41.257403903850005 14.451165964200003 41.806790701050012 14.451165964200003 282.50503784000006 249.29025409490001 0.087795000000000026 112.79372507800001 14.136086967800003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -2 7 8 10 27 -5 12 -6 16 15 29 -13 18 19 20 -18 22 26 -23 -25 -26 -20 28 -8 -14
right_child=1 4 -4 6 11 -7 9 -9 -10 -11 -12 13 14 -15 -16 -17 17 -19 21 -21 -22 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.020022448304853425 0.00062178778518115106 -0.0015824794122170191 0.0021397680644482326 -2.8983296508042396e-05 -0.0031702002044164917 -0.046523806183057306 0.0019018077175156703 -0.0026695199785938054 0.0017423824597533862 0.0019753956736603554 -0.0016196186234430404 0.001065314381093451 0.00021965097224310162 0.0018069232405953182 0.0015610371180204952 -0.0018704971065529388 -0.0041012958602289632 0.0013533951909783313 0.001303005391251376 -2.0716040365460296e-05 1.57379790480067e-05 -0.0021009716215515044 0.0024146941429974591 7.4411366872012482e-05 -0.0019678297070138259 0.00022997538609093751 3.9051222459089293e-06 8.5498375196021252e-05 -6.3891765305334013e-05 -0.0005506561281352619
leaf_weight=0.0010986397146329754 0.0010283975157455707 0.51428878745937368 0.51626509026221867 10.053570516040539 0.52122024982324511 0.0010921514993815773 0.51178027664282122 0.5234911482884862 0.52469631754905854 0.54136496211615348 0.50736297863756874 1.0109452995671713 3.0187894029938462 0.51835943399785733 0.51210945135747099 0.51364526430323021 0.52312792524057994 0.50852438601435501 0.51019837651427957 2.5044120084057795 0.50161793707088898 0.51330699483708109 0.52141235629460414 5.0321446289534144 0.5176350927504243 0.5022850915484014 3.018006743975052 5.4397522142874237 0.50061844204744332 1.5055579835884598
leaf_count=624 84 41 85 432 252 126 72 137 95 218 133 29 66 139 35 131 120 192 32 21 83 93 53 190 31 18 313 91 73 25
internal_value=7.90822e-08 -4.46057e-07 0.000101144 4.45737e-05 -8.57647e-05 -0.0236597 4.72758e-05 -0.00013751 -1.7942e-05 0.000354017 -0.0001054 -5.11746e-05 -0.000326072 5.19643e-05 -5.89746e-05 -0.000223648 -6.11298e-06 -8.0035e-05 -0.000131571 -0.0006204 -0.00208599 3.09495e-05 0.000477978 -0.000244784 -8.73513e-05 -0.000885466 0.000191762 0.000217976 0.000929794 -3.66826e-05
internal_weight=41.8897 41.8886 19.121 18.6048 22.7676 0.00212055 18.6026 11.6091 11.0856 6.99352 10.5609 22.2533 6.07132 16.182 5.5501 5.03799 15.6636 14.6527 14.1441 3.52916 1.02475 10.615 4.04962 6.56537 6.05206 1.01992 3.52821 6.45215 1.0124 4.52435
internal_count=4034 3410 1546 1461 1864 210 1251 797 660 454 565 1823 509 1314 257 222 1175 1146 954 224 203 730 398 332 239 49 345 236 145 91
is_linear=0
shrinkage=0.1


Tree=687
num_leaves=31
num_cat=0
split_feature=17 20 18 18 17 19 23 6 15 9 10 8 6 22 17 18 20 20 0 17 2 3 10 9 9 8 22 21 4 22
split_gain=4.53102e-05 6.38794e-05 0.00387614 0.00316379 0.00108879 0.0002083 5.09021e-05 0.000123148 4.6534e-05 0.000817275 0.00101112 0.00203051 0.0019784 7.27421e-05 0.000377179 0.000234122 0.000181587 3.78189e-05 0.000169583 0.000581327 0.000854452 0.000150518 0.000106064 0.000224816 0.000583419 0.000140947 0.000925444 0.000112717 0.0006401 9.52384e-05
threshold=212.98902586740002 43.752965619700007 13.512826932300003 13.314799198000001 184.67080164680002 13.451085274650001 0.41214500000000009 15.155354102400002 18.563284541500003 179.18874144770004 61.622148808000013 8.4434108459500017 21.760508430800005 0.15607500000000005 175.0619478289 13.754580103150001 39.749124837650008 40.583589072600013 94.047642319350018 192.41413881610001 96.242542698950004 84.812788641250009 62.020040611300011 197.29115675710003 187.45330412110005 8.4434108459500017 -0.086719999999999992 4.837019638150001 241.36451620315003 -0.053159999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 8 -8 -1 -10 11 -11 -13 14 16 -15 -12 18 19 29 -21 -20 23 24 -19 27 -27 28 -24 -16
right_child=-2 2 -4 -5 -6 -7 7 -9 9 10 13 12 -14 15 17 -17 -18 22 21 20 -22 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00063989923032667286 -0.00093397815750287231 -0.0059900556453153699 -0.00014985285347074575 0.096202571097131526 -0.090653550611918765 0.058108296778128933 -0.00014179379670583865 0.0012836440579077385 -0.072114726614554731 0.059306470431392477 0.072647359627938307 -0.097249085730397547 0.034131643928572958 0.00057523575126764012 0.00036342628692076739 -0.0023733517829233313 0.012819672811496721 0.00063261260019332891 -0.0001000208098534801 -0.00030793797875361314 0.0053461560211658047 -0.0018784508851685839 0.0038900055849827296 -0.00017838672956212973 -0.0041062567142554829 0.00012342513221335564 -0.004308723094175777 7.0654990414982833e-05 -0.00015610755183836456 -0.00048459484365902331
leaf_weight=1.0068830848220347 0.51295040774347356 0.0010265539043501359 0.50875819953924395 0.0075226265212668952 0.0013339400318055361 0.001001694234375794 1.5025835955382754 1.0158279326567479 0.0015735947671150488 0.0017301747611789811 0.0010270055375646283 0.0044773263290576182 0.0015405499922280796 0.55796251041368361 3.8913581899914789 0.52048564600449843 0.0010025652713281374 0.50736661285350437 7.0369327574012122 0.51823782069732238 0.55193098373615612 0.51041929788624418 0.52723059635354674 5.0206683793745137 0.53241853616607271 3.5207898481268245 0.54388562620044112 9.5595907165426279 1.5131546894199557 2.0075693415128626
leaf_count=487 390 148 641 33 33 57 41 34 448 9 13 62 26 47 88 120 31 33 248 44 120 60 105 107 65 92 101 238 97 16
internal_value=1.03463e-07 1.16835e-05 0.00111343 0.0601597 -0.0204833 0.0256663 -2.32936e-06 0.000433172 -3.09371e-05 -4.90306e-05 -4.59927e-05 -0.036167 -0.0636162 -3.8494e-05 -1.44119e-05 -0.000847825 0.0430937 -1.6826e-05 0.000108143 0.000463832 0.00260812 -0.000220294 -0.000100329 -0.00045556 -0.00179391 3.71058e-05 -0.000469631 0.000214668 0.000889398 7.48211e-05
internal_weight=41.8892 41.3763 0.519643 0.0108848 0.00336219 0.00202825 40.8566 2.51841 38.3382 37.3314 37.3298 0.00774805 0.00601788 37.322 36.2436 1.07845 0.00202957 36.2416 14.5164 6.9691 1.07017 7.54735 21.7251 6.06045 1.03979 15.6647 4.06468 11.6 2.04039 5.89893
internal_count=4034 3644 912 271 238 205 2732 75 2657 2170 1722 97 88 1625 1458 167 44 1414 576 268 164 308 838 205 98 633 193 440 202 104
is_linear=0
shrinkage=0.1


Tree=688
num_leaves=31
num_cat=0
split_feature=23 8 19 23 9 7 15 15 10 13 21 20 15 4 21 20 23 7 15 22 20 2 21 5 15 15 5 5 15 5
split_gain=4.29494e-05 3.66996e-05 4.247e-05 0.000265222 0.000166878 0.000350146 0.00020035 0.00033 4.44446e-05 0.00026402 8.73473e-05 0.000288024 5.70749e-05 0.000398418 0.000146903 6.2714e-05 0.000220448 0.00013231 0.000187544 4.82312e-05 0.000202165 0.000108997 0.000294527 0.00884941 0.00144156 0.00059992 0.0028656 0.000450735 0.000985601 0.000715955
threshold=-0.55648999999999993 8.8430989333000021 14.451165964200003 0.13041500000000003 187.94830913940004 22.907491544400003 40.42701969085001 46.683480308100009 61.987779113750001 117.62810858150002 10.003699902950002 40.206947806850003 38.992510055900006 245.19972926210002 14.525166885950002 42.047301293400004 0.089305000000000023 23.756021375100005 39.296024648600003 -0.059424999999999999 38.179089776100007 153.79443764425002 11.798219863050003 21.850554661550003 20.729785921300003 34.040719645900005 19.830540377400002 17.505247228350004 23.908355817750003 13.955288807050001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -6 -7 -8 9 -2 11 -11 14 -14 19 17 -17 -15 -19 20 -10 -22 23 24 -23 26 27 28 -26 -30
right_child=1 -3 3 -5 5 6 7 -9 12 10 -12 -13 13 15 -16 16 -18 18 -20 -21 21 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.020304114987399487 -0.0024493180567069974 -0.0008250920118470853 0.0017574693278852528 0.002431668792428815 -0.0024589186341129822 -0.00022580518958380212 0.0031446180792053385 -0.00042779587184338353 -0.0021213018554761117 0.00018627039684920198 0.00032693318489595636 -0.0025905567075457181 0.0029385563768406608 0.00016102216113074382 -0.0017344492850739749 -0.00072331490183990795 0.0022153190578111672 0.00025947542672458108 -0.0024597415262286207 0.00010261123905885119 3.4468615600624813e-05 0.024609920100684878 0.00066890962616710545 6.8090615406986296e-05 -0.10012822439898024 -0.086256024154689456 0.07750630356019414 -0.10009095602249095 0.053793379612900399 -0.057884869784987719
leaf_weight=0.0010418011930884976 0.51600299203837696 0.53268031775848257 0.51429235026438469 0.51359281363420439 0.57142570426866246 3.0258955587387391 0.5253398536913918 0.50922195100370082 0.51229449424233919 1.363868365595952 2.5165881917658552 0.51442558857146847 0.51770159769017787 4.009036173566642 0.51069528373664042 0.50490801259301299 0.51633635082669649 0.50097730411198405 0.51373996887934936 13.610812275023237 8.5586444977229235 0.0017211928703997339 0.50452321959658752 0.50057101175855878 0.0023008488046548647 0.011334298309826352 0.0014464239829976586 0.0038453135942404515 0.0010414267514079478 0.0012791121550890239
leaf_count=66 351 200 72 19 57 91 90 39 342 65 42 57 46 35 230 53 42 5 67 844 657 229 125 16 47 61 7 26 26 27
internal_value=1.55304e-07 -3.49696e-07 1.02738e-05 0.00026477 4.85119e-05 -0.000141239 0.000184927 0.00138624 -3.00799e-05 -0.000309455 -5.82141e-05 -0.000574245 1.44892e-05 0.000276076 -5.63895e-05 4.80579e-05 0.000762445 -9.71649e-05 -0.00111723 -2.0245e-05 -0.000185823 -8.23951e-05 -0.00105529 -0.00271686 -0.0634112 -0.0705415 -0.0525741 -0.0747966 -0.0537499 -0.00776517
internal_weight=41.8876 41.8865 41.3539 5.65977 5.14618 4.63188 4.06046 1.03456 35.6941 4.91089 4.39488 1.87829 30.7832 6.5627 24.2205 6.045 1.02124 5.02375 1.01472 23.7098 10.099 9.58671 1.02806 0.52354 0.0229686 0.0212474 0.00991313 0.0084667 0.00462139 0.00232054
internal_count=4034 3968 3768 368 349 277 220 129 3400 515 164 122 2885 248 2637 202 95 107 72 2407 1563 1221 564 439 423 194 133 126 100 53
is_linear=0
shrinkage=0.1


Tree=689
num_leaves=31
num_cat=0
split_feature=17 20 18 18 17 17 18 18 22 3 9 22 22 22 23 23 0 6 9 15 22 14 14 8 20 22 3 18 20 16
split_gain=3.70709e-05 5.35907e-05 0.0033966 0.00290123 0.00095531 4.05298e-05 0.000307972 0.000140997 9.95046e-05 0.000153641 0.000125324 0.000122711 0.000517879 7.57439e-05 6.6268e-05 0.000286283 0.000109065 0.000335484 0.000883069 0.000148443 0.000141253 8.76798e-05 6.58123e-05 7.82859e-05 0.000208221 0.000161517 0.000107492 0.000119343 5.21292e-05 5.89879e-05
threshold=212.98902586740002 43.752965619700007 13.512826932300003 13.314799198000001 184.67080164680002 193.50449793755004 13.455547561900003 13.531614672700002 -0.091919999999999988 93.72771580185001 205.88909726980003 -0.080019999999999994 -0.088224999999999984 0.12427500000000002 0.090390000000000012 0.084360000000000018 85.995710218650018 14.845346859150002 187.45330412110005 42.713473568600008 0.18145000000000003 256.97906312420008 177.36626049935003 8.543332867800002 41.685324604100011 -0.083064999999999986 93.023339771650015 13.581061237400002 38.748048509250005 15.584963555600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 8 -7 -8 9 10 -1 12 -10 22 15 21 19 -18 -19 20 -16 -13 -9 26 -25 -26 27 -24 -29 -30
right_child=-2 2 -4 -5 -6 6 7 13 11 -11 -12 14 -14 -15 16 -17 17 18 -20 -21 -22 -23 23 24 25 -27 -28 28 29 -31
leaf_value=-3.3153035326261677e-05 -0.00084475058080655868 0.023089470121989124 -0.00011835463772781107 0.09534951719183915 -0.088912906689746107 0.0025151731747440299 -0.0015918151623865345 0.0011477696159166251 -0.00018777072872669777 0.0018978245377323647 0.0016049100960837616 -4.1646862929467312e-06 -0.0036334129808201772 0.0012686187645829482 -0.0025239067501258935 -0.002589166796240704 -0.00015248694430174063 -0.00012993259000013621 0.0048998204998873052 9.5759235996811736e-05 -0.00020910367584363782 -0.0013812947261021796 0.0014813698647303524 0.0023136416537086809 0.00072926396169350127 -0.0014542772736987437 -0.0014954748865189419 -0.0010629480019676732 0.0010137771244319975 -9.0013718943582842e-05
leaf_weight=5.5342607831256645 0.51309922378032879 0.0019951933999090565 0.50863871212657741 0.0068485889698037816 0.0012316287144793492 0.51898591588681853 0.5124567090315989 0.52966704704601575 2.5031870707534281 0.51910918232606995 0.51011093358580417 5.0212408877635486 0.52825560240622049 0.53022742211656648 0.51124705735843823 0.5181476885128794 3.5120024571870703 1.0044515568588392 0.53497046712436702 2.3662959495254885 0.54424191838867131 0.50921266334026505 0.50745210714376199 0.52066441506571015 1.0093003153361335 0.50991016868870787 0.51452977393212407 0.52099799008886272 0.50743732657782814 10.554801484285838
leaf_count=276 390 205 641 33 33 53 33 107 35 342 76 191 101 124 61 126 109 12 49 39 15 113 56 78 35 35 49 194 118 305
internal_value=2.06153e-08 1.04976e-05 0.00102054 0.0585157 -0.0196601 -2.32701e-06 0.000117238 4.04995e-05 -8.53019e-05 0.000246879 0.00010509 -0.00020951 -0.000788204 9.37622e-05 -8.87073e-05 -0.000341543 9.17793e-05 0.000387062 0.00161798 -0.000344133 -0.00133032 -0.000130963 5.27111e-05 1.31062e-05 0.000587843 -3.62321e-06 -7.99022e-05 -1.96613e-05 -8.54202e-05 -3.93816e-05
internal_weight=41.885 41.3719 0.518714 0.0100754 0.00322682 40.8532 16.7364 16.2174 24.1167 6.56348 6.04437 17.5533 3.03144 15.705 14.5218 6.0486 8.47321 5.05142 1.53942 3.42178 1.05549 5.53045 15.1748 14.6451 2.03987 1.51921 12.6052 12.0907 11.5832 11.0622
internal_count=4034 3644 912 271 238 2732 1187 1134 1545 694 352 851 136 1101 715 430 285 170 61 115 76 304 977 870 148 70 722 673 617 423
is_linear=0
shrinkage=0.1


Tree=690
num_leaves=31
num_cat=0
split_feature=8 15 15 9 9 9 9 7 19 16 5 18 20 9 20 22 0 20 22 6 20 22 6 22 17 17 6 6 9 9
split_gain=4.34477e-05 4.14962e-05 7.20187e-05 0.000170775 0.000119181 6.51552e-05 0.000113139 0.000382643 9.15553e-05 8.40335e-05 0.00018134 0.00012333 0.00024187 0.000298775 8.37181e-05 7.13033e-05 0.000223312 6.02057e-05 5.62325e-05 4.81928e-05 0.000101479 0.000279388 8.06726e-05 0.000182098 0.000740043 0.00010675 0.000184555 7.0989e-05 4.63225e-05 6.84759e-05
threshold=8.8430989333000021 20.729785921300003 24.191310790650004 206.36238950785003 200.17144541975003 204.68881850780005 201.61239113610003 25.161974272550005 14.551174033150001 18.754956142750004 16.787983692950004 13.893471991850001 36.893814626400008 200.95377551580003 43.384297312450009 -0.061874999999999999 96.741477366050006 37.828051409500013 -0.077085000000000001 16.455384477450004 41.50623664750001 -0.092990000000000003 16.395383075500003 -0.093879999999999991 187.51563899930002 192.20712075930001 16.345381907250005 16.525386113000007 199.89081775665002 193.67618212375001
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -8 14 10 -4 17 -13 -14 15 18 -17 -11 -7 22 28 27 25 -24 -25 26 -19 -22 29 -21
right_child=-2 2 5 -5 -6 8 7 -9 -10 11 -12 12 13 -15 -16 16 -18 19 -20 20 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0005251550603785751 -0.00089750111805113027 -0.0015698392433923453 -0.00045307310712176829 -0.0021125836019482494 8.0334073653403899e-05 -3.458963922641015e-05 -0.0030246590142330629 6.4277365633145039e-05 0.0011539705594412653 0.0011026342398880262 0.0022074613972465121 0.00089408207313090924 -0.0034272391390347159 -1.9198636616675576e-05 0.0013962342682296365 0.0023377085674305652 7.3776646999077909e-05 -0.0023540732391071802 -0.0011404111031551613 0.0002003297142639407 -0.0010388612000984871 -0.0027371310786488134 2.7219169657171641e-05 -0.00022915274337411535 0.0043845897342339136 0.00020129502122535577 -1.7187603593951777e-05 0.00041330021152779335 0.00051836690906043297 -0.00040611305697865893
leaf_weight=1.5161046373505218 0.53239278956202341 0.51227183623675498 0.5037104502135652 0.51326838316361634 3.0054309865800919 5.0296052641996889 0.54698276128956225 1.5029159080047092 1.0136215919121365 0.51755601948861851 0.52133788614650589 0.50863418785957115 0.52940162879662878 0.50036938535140507 0.51031045946456366 0.5274529858468634 2.5046297243791287 0.50918569131545677 0.50612532309759206 3.898532558116127 0.50644271286577391 0.53270440642741745 3.0024315974633282 1.00581696037581 0.53129731261509494 3.5148920000183317 1.0049221686149392 1.0040087587477513 1.507944645185489 3.5640868334539846
leaf_count=1316 201 354 109 120 53 230 180 23 29 113 219 36 126 17 54 114 47 49 51 73 25 139 36 16 114 55 34 46 11 44
internal_value=1.12803e-07 1.16693e-05 -7.87336e-06 -0.000408603 -0.000159975 3.72414e-05 -4.72687e-05 -0.000759956 0.000252568 1.44699e-05 0.00090007 -2.56297e-05 -0.000890033 -0.00177126 0.000151922 7.78088e-05 0.000467604 3.73947e-05 -0.000135694 1.06085e-05 -0.000132018 -0.000768051 0.000174776 0.000480391 0.00136557 -0.000101094 -0.000803069 -7.35983e-05 1.28463e-05 -8.93025e-05
internal_weight=41.8844 41.352 39.8359 4.03097 3.5177 35.8049 25.7132 2.0499 10.0917 23.6633 1.02505 22.6382 1.53841 1.02977 9.07812 8.56781 3.03208 21.0998 5.53573 20.5823 11.0137 2.04316 9.56855 4.53955 1.53711 5.029 1.51411 1.51045 8.97056 7.46262
internal_count=4034 3833 2517 527 407 1990 1465 203 525 1262 328 934 179 143 496 442 161 755 281 642 338 210 304 166 130 138 83 71 128 117
is_linear=0
shrinkage=0.1


Tree=691
num_leaves=31
num_cat=0
split_feature=12 12 2 3 7 6 23 0 15 21 22 18 5 21 17 22 4 23 20 21 18 21 20 20 17 20 12 21 22 0
split_gain=4.20593e-05 0.00017469 0.000143477 9.81871e-05 0.000183867 0.000664664 0.000103432 7.107e-05 0.000360057 0.000127945 0.000121105 0.000113446 0.000112219 8.83327e-05 0.000108196 8.67138e-05 0.00442079 0.000793456 8.59909e-05 8.06578e-05 9.61788e-05 5.1036e-05 0.000100119 5.05865e-05 0.000269227 8.14389e-05 0.000129237 0.000191207 4.58556e-05 0.000135082
threshold=149.09269374785001 144.57070813310003 130.44142995155002 93.394346993650018 22.381996090050006 16.435384010100005 0.10433500000000002 86.329079026800017 41.29990759910001 14.70115454445 0.022350000000000005 13.276755824150003 24.346375512250003 2.6251474860500008 190.25644477395002 0.15607500000000005 258.34517449385004 0.088220000000000021 43.752965619700007 14.136086967800003 13.258241318650002 4.0199878722000006 41.092444989200011 40.241071441700008 196.70243143610003 41.481306584950012 182.87454670205003 14.30537942105 -0.059424999999999999 93.399723909900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 6 -5 -6 28 8 -4 11 12 -9 19 15 -15 16 17 -13 21 20 -10 22 -16 24 -23 26 -25 -28 -1 -30
right_child=2 -3 7 4 5 -7 -8 9 10 -11 -12 13 -14 14 18 -17 -18 -19 -20 -21 -22 23 -24 25 -26 -27 27 -29 29 -31
leaf_value=-0.00021135095375893217 -0.0017441261195560846 0.0019253894845767808 -0.0028568323379948649 -0.00011511416454679994 -0.00014683547661101584 0.0042230966617708421 -0.0014255291589572823 0.0010294979397929649 -0.00020163162905459267 0.001602767634057531 0.0013572110524570037 0.027367552694902743 -0.0016579894076329321 -0.0015619787008900354 0.00019206385158798076 -0.00011123898414291006 0.00015083040205113632 0.073953324673739426 0.0011988159740060553 -0.00069713027004160693 0.00099418191370097601 -0.0023708034848595617 -0.0017930822197123825 -3.21261033101255e-05 0.00087773044249807558 -0.00018041547779916076 0.0027024170273270403 -4.1030467035304654e-05 -0.00093647497644223942 0.00029369303665461644
leaf_weight=6.0627125253409675 0.51360968721384281 0.51547247225637249 0.52177249775121559 1.914083024935658 1.0151543719557592 0.52965996060083842 0.52806965117000793 1.0106650772930645 2.0062154508808878 0.5176020154568296 0.51130342720653832 0.0061701200286042599 0.51413158609714482 0.51043270122118656 0.50388774319443441 0.50615235537546055 0.5140535845381915 0.0089730119823102916 0.50707215609198897 1.5040206713129007 1.0118064424635376 0.50884548933652463 0.51241071562316787 2.0012784341590439 0.51164043127075431 7.5440911655487479 0.51630527163329654 0.50012996783607377 1.0124177847273639 7.5438095731493293
leaf_count=576 41 91 271 486 34 61 108 31 34 192 35 33 131 280 54 72 417 34 142 25 32 36 64 30 112 210 73 6 88 235
internal_value=1.35031e-07 0.00010947 -9.17101e-05 5.91601e-05 0.000539885 0.00135145 -5.06158e-05 -5.35646e-05 -0.000345379 5.58992e-05 -0.000109162 4.77818e-06 -0.000258037 -6.59076e-05 -0.000133615 0.00082453 0.00171955 0.0549718 -7.7984e-05 -9.88702e-05 0.000199271 -0.000129373 -0.000808833 -6.97533e-05 -0.000742088 -4.79203e-06 0.000434255 0.00135252 -9.50798e-07 0.000148133
internal_weight=41.8839 19.1214 22.7626 18.6059 3.4589 1.54481 15.147 22.249 6.06925 16.1797 5.54748 15.6621 5.03617 14.6514 13.6161 1.03535 0.529197 0.0151431 13.1057 4.52204 3.01802 12.5986 1.0163 11.5823 1.02049 10.5618 3.01771 1.01644 14.6189 8.55623
internal_count=4034 1679 2355 1588 581 95 1007 2314 528 1786 257 1594 222 1563 1007 556 484 67 727 91 66 585 118 467 148 319 109 79 899 323
is_linear=0
shrinkage=0.1


Tree=692
num_leaves=31
num_cat=0
split_feature=17 15 18 17 12 12 2 5 17 21 21 9 21 23 20 22 21 5 3 21 10 23 22 3 2 20 19 21 8 21
split_gain=4.06226e-05 5.19738e-05 5.98045e-05 0.000217052 3.68884e-05 0.000139508 0.00010541 8.63715e-05 0.000213178 0.000112333 0.000112955 7.91763e-05 0.000119192 0.00013815 6.1147e-05 0.000133061 8.53327e-05 0.000249589 6.75419e-05 0.000221575 7.80941e-05 8.86356e-05 6.18704e-05 0.000132312 0.000196583 7.86597e-05 5.9874e-05 5.22886e-05 0.000136843 9.28348e-05
threshold=212.98902586740002 14.882823222300003 12.150796345850003 168.81379805985003 149.09269374785001 144.57070813310003 130.44142995155002 21.454033346250004 187.51563899930002 11.859661033550003 7.5757413081500014 187.94830913940004 1.9176293050000004 0.080395000000000022 39.458743938000005 -0.101395 4.0199878722000006 21.991679690250006 93.216908757050007 6.9459996152000008 62.079186690200011 0.09450500000000002 -0.018034999999999999 93.663192806700025 157.39400167590003 41.257403903850005 14.451165964200003 6.088545839700001 8.4434108459500017 13.879103300950002
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -6 9 -9 10 11 -4 13 -13 15 -8 17 -16 20 -20 21 -18 23 24 -21 -24 -14 -22 29 -29
right_child=-2 2 4 -5 6 -7 14 8 -10 -11 -12 12 26 -15 16 -17 18 -19 19 22 27 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=0.022160524820453789 -0.00088424756392665939 0.014899144184036657 0.00069291409757613032 -0.041583738129702258 -0.0014916860075259823 0.0017373253529143866 -0.00045103045076417777 -0.00017427219113778049 0.0023134858899899985 -0.0014382405232729323 0.0014901069094363272 6.1896924918266534e-05 7.130996718010035e-05 -0.0022506401119033507 -0.0024984774129886552 0.0018200421584557752 -6.2176185081702987e-06 0.00059173062497632997 -0.0022932348403350111 0.0001285815232497031 0.00027476643675019478 0.00093085897941847353 0.0014628973173523574 -1.0771441345270567e-05 -0.0026457200165542587 -0.00029954997608767231 -0.00072928497701231965 -0.00022006562249934339 -0.001792976466411499 0.0011965068223979262
leaf_weight=0.0010593783788469526 0.51295178668671937 0.0012941901685398207 1.5126938822426961 0.0014344045659939741 0.51377959786579452 0.51480108638251465 0.50523978211124654 0.8682997421583305 0.57094009401635049 0.52209291036436312 0.52839708760543302 0.51310097258428988 12.555972096932313 0.52026571331702964 0.52507922031278809 0.52715315274071506 2.0123288571012354 0.52040645941623342 0.51166729893891183 0.50117433653212973 3.020721471514892 2.0252619567909278 0.50958038138924278 4.0127605828174531 0.52084588877670512 0.50338845664512499 1.0092266153842491 5.0165871444973567 0.51552239734519378 0.5096269674131334
leaf_count=580 390 181 121 81 35 79 112 315 63 94 131 45 385 92 167 212 25 160 63 5 93 21 14 91 42 27 20 231 33 126
internal_value=1.95181e-07 1.11613e-05 1.05941e-05 -0.0147935 1.15706e-05 0.000113453 -7.59556e-05 6.85104e-05 0.00081261 6.1078e-06 5.14263e-05 4.24222e-06 -6.71175e-05 -0.00110239 -4.24937e-05 0.000708609 -7.99453e-05 -0.000960279 -3.31293e-05 -0.000295071 9.80293e-05 0.000463821 -0.000126017 -0.000269484 -0.00128527 0.00058706 1.17471e-05 -6.49419e-05 -0.000234788 -8.94294e-05
internal_weight=41.8837 41.3707 41.3696 0.00272859 41.3669 19.1158 22.2511 18.601 1.43924 17.1617 16.6397 16.1113 14.5986 1.03337 21.7373 1.03239 20.705 1.04549 19.6595 6.55942 13.1 4.03759 6.04775 5.03478 1.02202 1.01297 13.5652 9.06246 6.04174 5.52621
internal_count=4034 3644 3064 262 2802 1345 1457 1266 378 888 794 663 542 137 1422 324 1098 327 771 242 529 46 179 138 47 41 405 483 390 357
is_linear=0
shrinkage=0.1


Tree=693
num_leaves=31
num_cat=0
split_feature=16 9 15 7 8 8 2 3 19 23 9 18 13 15 6 10 20 13 20 18 16 17 12 20 10 15 12 14 21 9
split_gain=0.000126133 0.000156428 0.000682231 0.000117389 3.58725e-05 6.18123e-05 7.29275e-05 0.000204258 5.62742e-05 0.000169851 0.000278979 0.00031032 0.000277934 0.000320637 0.000428481 7.21252e-05 0.000226768 0.00045954 5.04215e-05 9.11166e-05 0.000238444 0.000473694 7.96048e-05 7.52921e-05 0.000102628 6.37507e-05 5.24528e-05 8.05981e-05 7.86283e-05 0.000126215
threshold=12.604970524100002 177.77223095870002 32.393814985100008 19.078733418100004 8.8430989333000021 8.7431769115000026 74.580378076100018 93.765354215650021 14.451165964200003 0.13041500000000003 187.94830913940004 13.204532713600001 117.45067034490002 37.870720399650004 16.515385879350003 61.987779113750001 40.636252116050009 117.67112391160002 40.280372415600006 14.420596409350003 15.344964116800002 201.53484968420003 86.968866757150025 39.861052345600008 67.300172379550006 30.108785229950005 103.54784004735002 178.66997565985002 3.2025200283000004 194.43273554075003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 -7 -8 15 10 -10 -12 -13 -14 -15 16 -3 -18 19 23 -21 -22 -20 24 -17 -26 -24 -28 29 -29
right_child=1 4 -4 -5 -6 6 7 -9 9 -11 11 12 13 14 -16 18 17 -19 22 20 21 -23 26 -25 25 -27 27 28 -30 -31
leaf_value=-0.029572923954593478 0.012215582780613731 -1.8511717541064241e-05 0.075229922963208531 -0.028063858929619614 -0.00081622333225250343 -0.00017330239453751655 0.0025415292659917445 9.5221178099185927e-05 0.0023025611881643958 0.0020085410235981122 -0.0023594477226840526 -0.0019915033375071272 -0.00013817216761073315 0.0039477141418965038 -0.00012329246624597409 0.0016121028586547738 -0.0038213061602478011 0.00040428531208830729 0.0012984628106217514 0.00023218277416223277 -0.0039502914151034524 -0.0002666881323240558 -0.00097202574817054771 -0.0005332616973254741 0.00047767210628154016 -0.00054870844612430294 0.0013007164597377712 -0.00025106336132163867 -2.1575372849088978e-05 0.0019686331235436332
leaf_weight=0.001442178261668369 0.0013769206629555128 2.8723147106211417 0.0014407853278086691 0.0015247561525338488 0.53258169795329635 1.0020105453154458 0.51659315306051201 1.0059598259295901 0.51608827413980307 0.51126156190639438 0.55830631985971013 0.5253775536325519 2.5059979408033546 0.52800883710554536 0.50659545782085047 0.51893525416926811 0.5245605372239488 0.50525858518488009 0.50726569473602268 1.5124419062650685 0.53209418919556117 1.0150955456089343 0.50900748150070541 1.5056283955127581 1.5159734304402266 1.0072306182664759 0.5070666585634197 0.50385056075254187 19.110678632871846 0.5211060429462222
leaf_count=930 223 35 16 712 199 9 32 24 70 13 34 78 32 88 20 53 40 23 19 133 163 132 57 34 40 23 24 33 557 188
internal_value=1.96514e-07 1.21485e-06 0.0189799 -0.00895022 -7.5314e-07 9.75134e-06 0.000489223 0.000925239 -2.14298e-05 0.000270247 9.73564e-05 -0.000148753 0.000154801 0.000473284 0.00195434 -7.11291e-05 -0.000474973 -0.00174811 -1.72839e-05 -0.000238759 -0.000660693 -0.00153352 6.05059e-05 4.5109e-05 0.000331359 6.79542e-05 3.08169e-05 5.5545e-05 2.41884e-05 0.00087747
internal_weight=41.8831 41.8816 0.00434246 0.00290168 41.8773 41.3447 2.52456 1.52255 38.8201 5.65164 5.14037 4.62429 4.06598 3.5406 1.0346 33.1685 3.90213 1.02982 29.2664 7.6074 3.05963 1.54719 21.659 4.54777 3.04214 2.5232 21.1517 20.6427 20.1356 1.02496
internal_count=4034 3104 951 935 2153 1954 65 56 1889 335 322 252 218 140 108 1554 98 63 1456 578 428 295 878 150 116 63 859 802 778 221
is_linear=0
shrinkage=0.1


Tree=694
num_leaves=31
num_cat=0
split_feature=15 21 16 19 20 16 23 5 3 18 13 10 21 16 20 16 22 22 15 3 7 7 20 16 9 20 13 15 7 17
split_gain=5.12696e-05 0.000268534 0.000103286 7.78324e-05 6.55802e-05 0.000987467 0.00141898 0.000606537 0.000340025 0.00102093 3.98948e-05 0.000232225 0.000147254 8.2359e-05 0.000353579 6.94686e-05 0.000446523 0.00139135 0.00137665 0.00104087 0.000342545 0.001091 0.000316497 0.000320492 0.000159998 0.000256102 0.000128745 6.40878e-05 5.76297e-05 6.66534e-05
threshold=46.435439118750004 15.285239689500001 12.604970524100002 14.651182102100002 34.41230404325001 19.124955277500003 0.096995000000000012 16.078966488550005 76.172084209950015 17.831113090000006 117.63886241405002 61.977025281250008 12.706368345750002 22.654947022900004 40.206947806850003 22.654947022900004 -0.16276499999999997 -0.50001499999999999 34.139075990150012 88.315849585200013 22.181995028450004 22.105125139000005 41.827117825850003 17.514959042400005 193.42660545270004 43.111435027700004 117.60122400020002 41.800301886400014 23.604435110900003 188.41589330430003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 9 -6 11 -10 13 28 27 16 17 19 -19 22 21 -18 23 -13 -17 -26 -22 -15 29 -12
right_child=1 -3 3 -5 8 6 -8 -9 10 -11 12 15 -14 14 -16 24 20 18 -20 -21 26 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.026851199495124201 -0.0024214414872832353 0.0003825470469804902 0.00078354476230754202 0.0012361229855084471 -0.10001260513732353 0.096956414397457349 -0.04863537609458278 -0.10004332463367907 -0.0021372510904618318 0.035640656702578384 0.00027633391461411765 -0.036384812272952392 0.0018708402242713874 -0.00020439930649025835 -0.0026311283925592017 -5.6827050754249805e-05 -0.029597636748074287 -0.012527178827253533 0.094009956775468459 -0.09790773232870445 -2.3795396674733844e-05 0.096688830793925679 0.054439248791592149 0.035105925422877007 0.0030410871872145737 -0.00012787243469020599 -0.0016248475814396716 0.00095754831792545659 2.4340715175006734e-05 0.0018983261965385126
leaf_weight=0.0014301971448976705 0.51706813034154109 1.0061335760779426 0.0010350747250532635 0.52174653687337169 0.0012322944077699507 0.0014648935830443577 0.0012327848089626059 0.0014085124078724309 0.51396052496409694 0.0010091138415759815 0.50258108874401852 0.0016791019482411684 0.51828323813483468 1.0465199343962015 0.51402837773844456 2.0059226626368338 0.0013308025489980882 0.0018749624656945185 0.0034348865378888149 0.0012098505597961662 30.802746642144097 0.0014077100032885426 0.0010797978088135096 0.0010008465615101159 0.51810776491947741 0.50223287753033219 0.51057580306951322 0.86871437860827416 1.0013810139250836 0.51089545718767226
leaf_count=930 129 19 59 67 178 56 16 48 300 41 38 58 28 33 70 25 100 130 32 84 1402 10 35 20 54 7 12 22 17 14
internal_value=2.18195e-07 -0.000569299 2.17122e-05 2.26645e-05 6.77158e-06 -0.0112866 0.0304239 -0.0573343 8.22929e-06 -0.0389396 1.04211e-05 -2.73361e-05 0.000275709 8.96812e-05 -0.000302374 4.23098e-06 -3.99681e-05 0.0207985 0.0563906 -0.0172305 -4.68083e-05 0.0353189 0.0087307 -0.00968607 0.000461757 0.00148126 -4.99012e-05 0.000322638 0.000562373 0.00109398
internal_weight=41.8827 1.5232 40.3595 40.3581 39.8364 0.00514127 0.00269768 0.00244359 39.8312 0.00224141 39.829 34.8666 4.9624 4.44412 2.42926 34.3526 31.3263 0.0102794 0.00530985 0.0049696 31.3161 0.00273851 0.00375975 0.00267995 3.02626 1.02034 31.3133 1.91523 2.01486 1.01348
internal_count=4034 148 3886 2956 2889 179 72 107 2710 219 2491 2269 222 194 125 1969 1883 359 162 197 1524 110 113 78 86 61 1414 55 69 52
is_linear=0
shrinkage=0.1


Tree=695
num_leaves=31
num_cat=0
split_feature=8 8 2 3 19 22 2 15 17 7 9 10 9 3 21 21 20 9 7 6 7 20 21 15 10 3 12 20 23 4
split_gain=4.43128e-05 6.18594e-05 6.89101e-05 0.000204421 5.55482e-05 0.000171756 0.000169676 0.000195723 0.000124802 0.000118719 7.31448e-05 5.86549e-05 0.000353242 0.00136225 0.00028569 0.000195919 0.000526305 7.73048e-05 4.83856e-05 0.000131747 0.000104246 4.23058e-05 0.00010359 0.000221572 0.000124552 0.000136269 7.6682e-05 5.76146e-05 0.000167154 0.000253007
threshold=8.8430989333000021 8.7431769115000026 74.580378076100018 93.765354215650021 14.451165964200003 -0.026144999999999998 224.95410153095003 42.493282152450007 190.25644477395002 22.835261448650005 195.70012057590003 61.987779113750001 183.49441567960005 93.281431752200021 5.3092490988000014 10.003699902950002 38.121007182500009 195.10791980860003 22.792619241600004 16.485385178400005 22.996658327800002 40.280372415600006 3.5904861669000003 33.762789462050002 69.999384342500022 84.812788641250009 86.968866757150025 41.218101594450012 0.093580000000000024 191.03149642590003
decision_type=2 2 2 2 2 2 2 2 2 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 11 6 7 8 -6 -10 -11 15 13 14 -13 16 -1 -17 19 -14 -20 22 24 -24 -22 -26 -23 28 -28 -30
right_child=-2 2 3 -5 5 -7 -8 -9 9 10 -12 12 18 -15 -16 17 -18 -19 20 -21 21 26 23 -25 25 -27 27 -29 29 -31
leaf_value=0.00014204296408392778 -0.00090647546891770492 -0.00015239752101205747 0.0025324691755717215 8.5070308600993904e-05 0.0015785580371841454 0.0019058352992029277 0.0018082894935544794 -0.0019505707016546686 -0.0014987394017884563 0.00084228815767068733 -0.00019941791221195229 0.059469066974194518 0.001834845715874215 -0.087940260493481401 -0.0098429915983359283 -0.0010067198160798024 -0.00386436844604259 0.00037310700333789552 -0.0014704274796607771 -1.6688608956021429e-05 0.0015104590207529909 0.0012664080320428097 -0.0025575999017427766 -0.00026352504567861722 8.5425466929258675e-05 -0.0016628438772115053 1.9540013762074121e-05 -8.4092625076942633e-05 -0.00015064139847143597 0.0029998078106608871
leaf_weight=0.85997071904056877 0.53215960803546991 1.0021303416042457 0.51653805172691125 1.005893934645069 0.51469531321708917 0.57670780669702004 0.51335612531051555 0.51245545487420852 0.51046731638052767 1.0142440555064243 2.0096046910248333 0.0011360524165069585 0.51619238449256699 0.0020531040434504776 0.001247884542417527 0.50905722562241784 0.5299452913159417 2.0061730490685932 0.50764230149972434 1.5041463785621669 0.51887017642116617 0.50634232927627465 0.53287984542600098 2.0055927998816969 3.5305502703517835 0.51028108618908152 4.0140369244138467 14.097461227840752 0.50074169726212836 0.51923655195007967
leaf_count=157 201 9 32 24 35 73 50 58 39 29 55 385 57 139 540 111 275 12 35 21 64 17 252 47 278 55 119 801 6 58
internal_value=2.31652e-07 1.19007e-05 0.000491557 0.000915436 -1.92884e-05 0.000270507 8.46669e-05 -0.000109313 0.000123722 -8.81423e-05 0.000149986 -6.86587e-05 -2.00879e-05 -0.0282336 0.0231873 -0.000432688 -0.00138552 9.3844e-05 -1.58102e-05 0.000456375 -5.08266e-05 -2.38723e-05 -0.000233103 -0.000745101 5.19361e-05 -0.000135348 5.1755e-05 1.96074e-05 0.000310013 0.00145315
internal_weight=41.8818 41.3497 2.52456 1.52243 38.8251 5.65153 5.07482 4.56147 4.04901 3.53432 3.02385 33.1736 29.2684 0.00443704 0.00238394 3.90515 1.38992 2.51523 29.264 2.02034 27.2436 26.736 7.09817 2.53847 4.5597 4.04083 19.6378 19.1315 5.03402 1.01998
internal_count=4034 3833 65 56 3768 339 266 216 158 123 84 3429 2874 1064 925 555 432 123 1810 78 1732 1697 696 299 397 333 1001 984 183 64
is_linear=0
shrinkage=0.1


Tree=696
num_leaves=31
num_cat=0
split_feature=15 21 19 22 19 22 22 17 17 3 5 18 23 6 13 17 18 17 22 17 22 23 21 20 22 20 8 2 15 23
split_gain=5.33515e-05 0.000245457 6.49452e-05 0.000238445 0.00107013 0.000928998 0.000344302 0.000362648 0.000183525 3.92478e-05 0.0037205 0.00270708 0.000518725 0.000364281 7.0662e-05 0.000180799 0.00106822 0.000922596 0.00156069 0.000368795 0.00042773 4.58985e-05 0.000136031 0.000328397 0.00011444 5.7565e-05 0.00012508 5.37778e-05 7.93018e-05 6.30654e-05
threshold=46.435439118750004 15.285239689500001 14.651182102100002 -0.50001499999999999 14.151141757350002 -0.45120499999999997 -0.58559499999999998 197.01076493205002 186.81084395895002 81.715684874950014 16.351273197450002 15.117211030200002 0.083950000000000011 11.805275828400001 104.08096806215002 174.98430420910003 13.24088655595 179.11813834395002 -0.044409999999999998 164.98791775435004 -0.091919999999999988 0.13041500000000003 14.136086967800003 43.131467368600006 0.086310000000000026 43.426640904350009 8.1436447804000007 154.31016903475003 35.965617804200001 0.10335500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -5 7 8 -1 13 11 -11 -13 -7 -12 16 19 18 -17 -16 -21 24 23 -23 25 27 -27 29 -29 -19
right_child=1 -3 -4 5 -6 9 -8 -9 -10 10 14 12 -14 -15 15 17 -18 21 -20 20 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.012416276472388008 -0.0023510714700275786 0.00032961212415776866 0.0011310121787099477 0.085127410742763032 -0.10003290465351243 3.5705136138573231e-05 -0.04740126290206071 -0.031361397321250983 0.067983803687954189 -0.054714519199136696 0.0011974309983479191 0.098906592384839953 0.051965655111339451 -0.0027584553485757377 0.039048979677240137 -0.092630578097980046 0.098820304650323099 3.8601881588108611e-05 0.05099175532292563 0.0071809380815371013 -0.07816881412645843 0.0030663702318936138 -0.00018329822382505986 -0.00051682327807673289 -0.0014146262119972865 -0.0003799008056402016 0.001833841713027011 -0.0014018206768126652 -0.00013538221280232334 0.00083913930179344985
leaf_weight=0.0012048393454073547 0.51723107424423531 1.0057738506815779 0.52136739611888216 0.0012822415972441039 0.0013034456682703421 4.5132992347750696 0.0010375730464085567 0.0010235862635970816 0.0011730413234272152 0.0018168683219718105 0.50817442297192528 0.0053969104497859632 0.0041755245232741878 0.52038675370732601 0.0010938571072873606 0.0025687091295800712 0.001250470536834929 17.999973652173356 0.0010725170201507641 0.0013080544240251513 0.0010654318695184628 0.52226641157994824 1.5022800887454648 0.50126497504970757 0.57805724895427246 0.50281848110851146 0.51834537290444871 0.51867318032982268 10.583362579278392 1.0409859706892906
leaf_count=56 129 19 67 15 31 1025 159 123 25 115 137 27 19 213 183 102 25 485 14 140 64 35 15 6 123 30 130 108 332 82
internal_value=2.23164e-07 -0.000580781 2.21487e-05 7.63632e-06 -0.0203681 1.05739e-05 0.00302409 0.0184057 0.0398285 7.83374e-06 4.55895e-05 0.0571909 0.0784308 -0.000253158 2.68788e-05 9.5244e-06 0.0195844 6.82974e-06 -0.0503269 -0.00899146 -0.0311316 1.21781e-05 0.000422451 0.00131153 -2.04684e-05 5.3915e-06 0.000743801 -1.96238e-05 -0.000194549 8.2368e-05
internal_weight=41.881 1.523 40.358 39.8367 0.00574249 39.8309 0.00443904 0.00340147 0.00237788 39.8296 34.796 0.0113893 0.00957243 5.03369 34.7846 34.2764 0.00471781 34.2717 0.00364123 0.00346734 0.00237349 34.268 2.52581 1.02353 31.7422 31.1642 1.02116 30.143 11.102 19.041
internal_count=4034 148 3886 3819 394 3425 363 204 81 3410 2172 161 46 1238 2011 1874 412 1462 116 387 204 1346 56 41 1290 1167 160 1007 440 567
is_linear=0
shrinkage=0.1


Tree=697
num_leaves=31
num_cat=0
split_feature=15 21 9 13 23 21 13 22 20 8 5 17 2 8 20 21 9 9 7 5 17 0 7 15 0 0 5 2 15 17
split_gain=4.3317e-05 0.000149259 0.000268694 5.23928e-05 0.000210204 0.000204172 0.000122445 0.000121284 0.00166327 0.00105699 0.000507249 0.000495978 0.000459998 0.000731004 0.000115617 0.000330971 0.000128776 0.00051308 0.000111736 0.000106085 0.000105292 9.70364e-05 6.81108e-05 6.54093e-05 4.98114e-05 0.0050135 0.00015012 8.20639e-05 7.86544e-05 5.0376e-05
threshold=45.560261772200008 13.996357022800002 193.67618212375001 117.55283175385001 0.41214500000000009 14.894616075700002 117.56896250265002 -0.16276499999999997 39.577821550850011 8.1436447804000007 20.374719724350005 190.94474013770002 126.15794700430001 7.7439566930000003 40.523311941050004 4.837019638150001 197.29115675710003 187.45330412110005 23.314707969200004 20.120233242600005 185.24175881545003 86.756543869550015 22.156669449150005 42.246988155050012 86.329079026800017 86.420486603250012 22.127107789600004 103.92649527695001 35.098844929350008 196.31479727660005
decision_type=2 2 2 2 2 2 2 2 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 6 7 -5 8 11 12 -11 -1 -10 -14 15 18 17 -16 20 -13 -8 -12 -9 24 27 -26 29 28 -24 -27
right_child=1 -3 -4 4 -6 -7 14 22 9 10 21 19 13 -15 16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0045620359803300202 0.00031691144603152401 0.00023275704062807208 -0.002920687006642715 0.0016225043952462865 0.0021933231150242328 -0.0020139654814007239 0.00018508158131769128 -0.022525132908798488 0.04179962749599464 0.012629037245187227 0.06617787880986041 -0.055516514577648307 0.012298955039791531 -0.09499077212409604 0.0010439734285149602 0.0028291822121502773 -6.25090372315958e-06 -0.0033916492371366216 0.0013826445592519708 -0.10004956767318295 -0.0014495712690938539 0.10001143008413525 0.0010484342765180591 -0.0011288954033810902 0.080997203298648013 -0.00015503720031488709 0.0012118758756134911 -0.0011087215144801254 -0.00071583116227996084 0.00013190228619893549
leaf_weight=0.0010508151040439237 0.50358114196643711 1.5068972962932319 0.52210371688178503 0.51192213577953971 0.5119552403612041 0.51653859184411999 1.3634987469048692 0.0013437695148280629 0.0013744142297483775 0.0013635739124993052 0.0015441744284885317 0.0010029243001889732 0.0016343809852426838 0.0010385912636223793 0.51147877693438715 0.52582240483303611 5.5214829055057653 0.53205132378180053 0.50647893949280831 0.0011463345461236174 0.55420783917638505 0.0018794374632307154 0.50596573435176739 0.51385673166271217 0.0076485421323039251 13.59556192186737 1.0202716805370453 1.0052375347253888 0.5048127782119991 11.125206980733461
leaf_count=149 42 35 131 40 17 246 83 288 166 27 23 99 221 39 67 44 103 56 11 10 28 22 29 60 6 981 37 23 16 935
internal_value=2.61695e-07 -0.000400607 -0.00133112 2.60635e-05 0.000216847 -4.37301e-05 0.000115932 -7.75859e-06 0.010029 0.0324035 0.0642081 -0.0517411 -0.00521458 -0.0293888 3.48761e-05 0.000554887 -0.000198793 -0.00121756 6.15774e-05 -0.0792688 -0.000287325 0.0847513 -1.20298e-05 -1.096e-05 9.73027e-06 4.72092e-05 2.31562e-05 -0.000468953 0.000167308 -2.59044e-05
internal_weight=41.88 2.53258 1.02568 39.3474 10.5389 28.8085 10.0269 28.2919 0.0120346 0.00883457 0.00478719 0.00320007 0.00404739 0.00267297 9.51502 2.95001 6.56501 1.04353 2.42419 0.00214926 1.91771 0.00342361 28.2799 28.2786 27.7647 25.7487 25.741 2.01602 1.01078 24.7208
internal_count=4034 208 173 3826 449 3377 432 3131 756 498 72 258 426 260 392 166 226 123 122 109 111 45 2375 2087 2027 1959 1953 68 45 1916
is_linear=0
shrinkage=0.1


Tree=698
num_leaves=31
num_cat=0
split_feature=8 19 22 2 23 4 21 17 6 15 8 10 20 13 23 23 20 23 6 7 23 23 9 3 22 23 15 19 22 16
split_gain=5.0054e-05 7.53918e-05 0.000272329 0.000196306 0.000145239 9.3586e-05 0.00010311 0.000320963 9.63999e-05 0.000166108 5.03217e-05 6.12525e-05 0.000193729 0.00044772 6.88058e-05 6.05501e-05 9.86822e-05 6.26593e-05 0.000266992 0.000120465 5.9373e-05 9.08743e-05 0.000280823 0.00113705 6.05083e-05 8.46856e-05 4.64604e-05 4.39951e-05 0.000427345 6.42006e-05
threshold=8.8430989333000021 14.451165964200003 -0.020814999999999997 224.95410153095003 0.085820000000000021 224.82737758030004 5.4279412736500001 188.19076296340003 16.555386813950005 38.483556206400003 8.7431769115000026 61.993156030000002 40.633548727200008 117.67112391160002 0.086955000000000018 0.11243000000000002 40.523311941050004 0.10335500000000002 14.745344522600002 22.181995028450004 0.10220000000000003 0.09914000000000002 184.36538191430003 93.281431752200021 0.22598000000000004 0.094725000000000018 20.729785921300003 14.351157895250003 -0.086719999999999992 22.594947163200004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 -3 6 -6 -8 9 -7 11 12 14 -14 -1 17 -17 19 -19 -13 21 22 23 -21 25 26 -24 29 -29 -28
right_child=-2 2 -4 -5 5 8 7 -9 -10 -11 -12 15 13 -15 -16 16 -18 18 -20 20 -22 -23 24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0010217365315565109 -0.00096371254137918587 -0.0016706931722148368 0.0024052729871544814 0.0019667139571075015 -4.170107953090481e-05 0.00021806028580532524 -0.00053901860410396395 0.0030111992047590461 0.00061905633159514185 -0.0023387261932350449 0.00039018405320524925 -0.033795467015125452 -0.003652737378766507 0.00050842294760881392 -0.00024340209309019502 -0.0017245328212729038 -0.00017193484209581796 -0.00030575684789878262 0.0024792145949736034 0.023048081473726903 -0.0010813759400329554 0.0013298572224473663 0.00098385611399443083 -0.100059700127844 -0.0010923917811050613 -0.0012484939393265732 2.3100544833348514e-05 -0.00017187624835418548 0.0029723877517257402 -0.00057429101300901909
leaf_weight=0.50572819204443842 0.53176236536673727 0.51644793104239273 0.57965367855294303 0.515796776580565 1.5094359671238637 0.50407354327035114 0.50245105052999839 0.51634147674485575 0.50545873912778905 0.51238466726734089 2.5149284385079218 0.001055575235826888 0.52875210193077637 0.50602655560260823 2.8663470843259304 0.51432945602237845 2.0061343840355956 1.0081252367832672 0.52272912576614761 0.0017301429737540666 0.50910663168153547 0.51053149269450315 0.50774359851430872 0.001324695047291824 0.50977050657771528 0.52344798072474219 17.109245446278329 2.5057248892488819 0.52236784812100623 2.0103347708985906
leaf_count=145 201 57 72 68 31 19 12 42 13 54 36 279 314 56 48 101 60 88 44 728 26 76 361 18 86 132 653 44 103 67
internal_value=3.06721e-07 1.27048e-05 0.000351702 0.00011749 -9.13802e-05 0.000110003 0.000482959 0.00126029 -0.000509556 -0.00107079 -4.10823e-05 -7.37801e-05 -0.000420951 -0.00161785 -5.36625e-05 -2.05904e-05 -0.00048876 2.43737e-05 0.000645206 -1.40849e-05 -1.26419e-05 9.83954e-06 -1.86055e-05 -0.0303362 -1.46958e-05 9.00587e-06 3.80601e-05 1.63774e-05 0.000370532 -3.97124e-05
internal_weight=41.8793 41.3475 5.66204 5.08239 4.56659 4.05015 2.52823 1.01879 1.52192 1.01646 35.6855 33.1706 4.40685 1.03478 3.37208 28.7637 2.52046 26.2432 1.53085 24.7124 24.7113 24.2022 23.6917 0.00305484 23.6886 23.1789 22.6554 22.1477 3.02809 19.1196
internal_count=4034 3833 368 296 228 171 85 54 86 73 3465 3429 563 370 193 2866 161 2705 132 2573 2294 2268 2192 746 1446 1360 1228 867 147 720
is_linear=0
shrinkage=0.1


Tree=699
num_leaves=31
num_cat=0
split_feature=15 21 13 19 13 10 2 22 22 7 7 13 15 23 15 16 13 16 21 22 8 9 17 17 21 23 23 19 23 0
split_gain=5.04417e-05 0.000166019 0.000225425 4.91555e-05 4.22982e-05 0.000198167 0.000293303 0.000277745 0.00135834 0.00111364 0.00143634 0.00125252 0.000790039 0.000711682 0.0002048 0.000138119 0.000112277 9.58658e-05 0.000374904 0.000816099 7.73629e-05 0.000141051 8.75349e-05 0.000194604 7.03217e-05 4.12538e-05 0.000228505 9.75138e-05 5.35338e-05 4.52533e-05
threshold=45.560261772200008 13.996357022800002 117.69263157665002 14.651182102100002 117.63886241405002 61.987779113750001 80.683647763550013 -0.16276499999999997 -0.15076499999999998 23.314707969200004 23.729953793150003 108.32604345015001 22.662932349550001 0.093905000000000016 30.604459195950003 22.624947093000003 117.49368567500001 22.624947093000003 12.585796288950002 -0.078504999999999991 8.543332867800002 198.96357396150003 183.49170501290004 196.80409074510004 14.824703203750003 0.11002000000000002 0.13041500000000003 14.351157895250003 0.10721500000000002 86.329079026800017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 -1 9 14 13 -11 12 -12 16 -9 -6 -7 24 19 -19 22 -22 -17 -24 25 28 -27 -28 29 -10
right_child=1 -3 -4 -5 15 7 -8 8 17 10 11 -13 -14 -15 -16 20 -18 18 -20 -21 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.00032443077842846547 -0.0028704718027100663 0.00023548413186590423 9.6016218114189169e-05 0.00099315657149309376 0.0018316620758577771 0.058609534228761355 -0.0030678083665286429 -0.041615801615669572 -0.00067746377553158719 -0.10002911191131139 0.025887705131257207 0.092245894829751054 -0.070063769267842413 -0.01300328257096822 -0.10007618149477451 -0.00015096223020009435 0.1000226230019377 -0.00073010835335950153 -5.0963086731731138e-05 0.0048573461366906304 -0.0016681209480248729 0.00013851027293223592 0.0025721979519917194 -0.00018449981354894403 -0.001211899395996756 -0.0022717859015718997 -0.00041068607282021292 0.0012900777436981527 0.00071846419959204497 4.1943403462286763e-06
leaf_weight=0.50209635204616043 0.5218118203105544 1.5069182606685982 0.50318162060974281 0.52084177011030064 0.5189411340174982 0.0010322107366982722 0.51767943699930663 0.0010611419721976425 1.0156354826020351 0.0013655724118253748 0.0019102943650602163 0.001496413397944707 0.0015579565947554386 0.0010082987957709122 0.0013767032884810515 0.858427593793749 0.0017898024379974231 0.51502575811139173 3.5129833646260522 0.53083508962663384 0.5508277766734867 2.0058586037384778 0.52128651740895271 0.5033435663790442 0.51174835046971168 0.51966352293396667 1.0072460748914198 0.50670371355954547 1.0113728908974078 23.703448593785957
leaf_count=7 148 35 25 67 119 200 390 270 107 19 234 22 91 32 7 13 4 37 38 82 26 62 39 7 118 93 57 8 33 1644
internal_value=2.89739e-07 -0.000432352 -0.00141419 2.81298e-05 1.51841e-05 -2.47548e-05 -0.00139761 1.78668e-05 1.27517e-05 0.0165488 -0.00920379 0.0157785 -0.0172142 0.0591093 -0.0746296 0.00028796 0.0848749 1.82936e-05 0.000443839 0.00210585 0.000107524 -0.000250721 0.000593925 0.00121799 -5.0316e-05 -2.89057e-05 -0.000462496 0.000158542 5.36327e-06 -2.3813e-05
internal_weight=41.8785 2.53191 1.02499 39.3466 38.8257 33.867 1.01978 32.8473 32.8371 0.0101605 0.00633024 0.00496466 0.00346825 0.00383031 0.00243785 4.95869 0.00282201 32.8347 4.55884 1.04586 4.43974 2.55669 1.88306 1.02463 28.2758 27.7641 2.03361 1.51395 25.7305 24.7191
internal_count=4034 208 173 3826 3759 3493 397 3096 2494 602 366 347 325 236 277 266 204 2217 157 119 147 88 59 46 2060 1942 158 65 1784 1751
is_linear=0
shrinkage=0.1


Tree=700
num_leaves=31
num_cat=0
split_feature=15 7 16 17 8 22 21 16 21 2 7 7 12 12 15 19 13 19 23 0 16 18 21 3 23 16 3 20 8 3
split_gain=4.13962e-05 0.000205062 6.67686e-05 5.06332e-05 4.36677e-05 0.000168913 0.00279331 0.00173151 0.00120198 0.00101026 0.000857357 0.000868344 0.000464879 0.000401851 0.000201782 8.86525e-05 0.000222776 5.23555e-05 0.000109998 0.000131884 7.73746e-05 0.000109571 0.000155058 0.000349848 9.04974e-05 0.000144835 8.6558e-05 8.30052e-05 0.00014038 0.000153815
threshold=46.435439118750004 23.514778597300005 22.614947116400003 162.57770630285003 8.8430989333000021 -0.14429 8.5501791199000028 22.624947093000003 5.8563866808500009 189.28685862455004 23.150522195450005 24.268610899850003 151.46967002190004 157.60052306860004 30.807603489900004 14.651182102100002 98.050756475600011 14.351157895250003 0.13041500000000003 88.872360418250011 22.544947280100004 13.3584252364 4.797392351550001 93.499196860750018 0.085910000000000028 22.654947022900004 93.181958801350021 40.664404858950007 8.543332867800002 91.496295553550013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 7 8 10 12 -5 -12 -8 -13 -10 16 -7 -18 19 20 26 22 -22 -24 -25 -26 -19 -23 29 -29
right_child=1 2 -4 4 -6 15 9 -9 14 -11 11 13 -14 -15 -16 -17 17 18 -20 -21 21 27 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.022146674581657005 -0.0021442441710406235 0.0011212167462930924 -0.00050300004564465784 0.08021172591314063 -0.00088084149625333513 -0.035628826126530996 -0.027645068664775736 -0.090284914437637212 0.036643883821464641 0.017773553111353643 -0.085538945238431321 -0.026400549050292432 -0.09862237156026317 0.042926231550823452 0.08783518390320634 0.001343693322819762 -5.5693311471577449e-05 0.0019042363326023091 0.0009911358312684642 -0.0014709673287283671 -0.00019252247235536162 0.00046713671993259785 0.0032359174050651477 -0.00082105094916869485 0.0020834922508922776 2.0477222711766944e-05 5.7396523249855259e-05 -0.00028276457484204828 -9.579727516205966e-05 -0.0027396028806945514
leaf_weight=0.0010304774283643727 0.51110326085181723 0.50857459695812879 0.50382918719296832 0.0012013666425357353 0.53082079547508598 0.0017529599628848249 0.0012041128079484107 0.0012581702610532383 0.0010203427221068748 0.0012624504329415281 0.0012570435600400831 0.001516943258482506 0.0039496272354574927 0.0018629057716337445 0.0031383427590299107 0.51215400779437814 27.242716715576705 0.51172220623265896 1.5157822103519709 0.52111470971976892 2.4154500771608109 1.0051899352984035 0.52139414173143483 0.50981341255646873 0.51436172133253411 1.0056554669272371 0.50344510597551562 0.49917207285761855 2.0042597149271302 0.52058659299781596
leaf_count=368 84 39 25 259 173 539 54 22 110 260 42 85 61 193 11 34 1212 64 20 71 38 13 48 34 34 25 9 3 40 64
internal_value=2.86228e-07 -0.000511408 0.000312915 1.96045e-05 2.01705e-05 3.21808e-05 -0.00974245 0.0202761 0.0341908 -0.0624001 0.0049256 -0.0145802 -0.0820393 0.011811 0.0752753 3.65203e-05 1.9482e-05 2.10725e-05 0.000194655 8.00255e-05 0.000160761 6.73696e-05 0.000381712 0.000925386 0.000331889 0.000718585 0.000988345 -0.00032011 -0.000581793 -0.00153698
internal_weight=41.8776 1.52351 1.0124 40.3541 40.3531 39.8222 0.0176713 0.0112551 0.00999694 0.00641619 0.00583826 0.00463689 0.00515374 0.00337985 0.00415869 39.8046 39.2924 39.2907 12.0479 10.5322 10.0111 8.99588 4.96667 2.55122 2.02983 1.52002 1.01517 4.02921 3.02402 1.01976
internal_count=4034 148 64 3886 3518 3345 1097 722 700 375 579 320 115 278 121 2248 2214 1675 463 443 372 299 179 141 93 59 73 120 107 67
is_linear=0
shrinkage=0.1


Tree=701
num_leaves=31
num_cat=0
split_feature=15 15 21 9 15 7 7 0 22 17 12 12 12 20 0 22 23 22 5 21 3 19 6 23 22 20 22 6 21 6
split_gain=4.28605e-05 3.4324e-05 0.000136032 0.000242832 4.42641e-05 0.00017574 0.000707028 0.000358544 0.000163969 0.000325113 0.00576615 0.00474708 0.00623043 7.89696e-05 0.000104161 0.000142421 5.07651e-05 4.74528e-05 0.000103145 0.000228059 8.60171e-05 8.89455e-05 6.47894e-05 0.000363707 0.000121354 0.000146361 0.000139265 6.75472e-05 5.31248e-05 0.000217589
threshold=14.022476987850002 45.560261772200008 13.996357022800002 193.67618212375001 37.870720399650004 22.105125139000005 21.147833206800005 76.451683855550016 -0.067109999999999989 188.83172615260003 225.59153217100001 178.48484864030004 211.47106143670004 41.319407281650008 85.861287312150012 -0.074349999999999986 0.10608500000000003 -0.099639999999999992 20.769304081650002 5.4349223666500004 93.337889372900023 13.151061067750001 14.845346859150002 0.096515000000000031 -0.053159999999999992 36.242939472700009 -0.079634999999999997 14.545339849550002 2.5447591590000003 11.805275828400001
decision_type=2 2 2 2 2 2 2 2 2 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 -2 13 -10 11 -11 -13 16 15 -15 -6 20 22 -20 21 -7 27 24 26 -26 -24 28 29 -19
right_child=1 2 -4 -5 8 17 -8 -9 9 10 -12 12 -14 14 -16 -17 -18 18 19 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.020268380542598843 -0.023621208301606144 0.00032169296615368765 0.0002475967853487893 -0.0027556873786400149 -1.0316348039654161e-06 0.0013318614723389413 -0.06762774891779115 0.043740860976959089 -0.00038006891222489524 0.081545823126220995 -0.00017286298531991201 -0.026687116324541366 0.055539345743392698 0.0023717723962885882 0.00010127921424182903 9.4801328044284014e-06 -0.00074281259315307031 0.00024884380707262179 -0.0024992770528498892 -0.00026668080846348885 0.0014835825014278268 -7.7165229644214314e-05 -7.5311705437074272e-05 0.0027927832347490297 0.00028068732278723927 -0.0021207790955572567 0.0018285614361909488 -0.0012122624663551986 9.9943076119154249e-06 -0.0022718375731876229
leaf_weight=0.001043322966039705 0.0015807360878187108 0.50359372851476114 1.5070360220823316 0.52240988781896291 2.3701991424596245 0.51308608317637183 0.0018620935073474388 0.0015798825638262647 0.55969009667618042 0.0152924520734814 0.51932638975887357 0.018056150026552586 0.018819610594718483 0.51848601026642882 5.03404462194095 0.50262340209155787 1.5106024739725397 1.0029996790664562 0.52595680745048312 3.5172190301038349 0.50676595429885196 3.5321564479985597 1.5169563971380746 0.53276733666052667 0.50256482872646191 0.51268800647630997 0.51452328539835468 0.51734713598738302 14.054978501841076 0.51999455187910815
leaf_count=624 419 42 35 131 78 454 110 221 42 24 93 31 27 61 96 4 27 146 118 51 15 298 63 61 15 53 49 86 470 90
internal_value=2.43362e-07 -2.6162e-07 -0.000357064 -0.00124522 2.27111e-05 -4.36499e-05 -0.0187474 0.0100507 0.000192254 0.00133303 0.00301075 0.0347031 0.0152773 6.23795e-05 0.000288075 0.00120897 -0.00028977 -4.03268e-05 -9.70853e-05 -0.000557108 0.00025541 0.000101551 -2.55055e-06 0.00038225 -3.92688e-05 -0.000932019 0.000406892 -8.81277e-05 -5.0795e-05 -0.00061179
internal_weight=41.8763 41.8752 2.53304 1.026 39.3422 28.275 0.00502271 0.00316062 11.0671 1.13118 0.571495 0.0521682 0.0368758 9.93596 6.05515 1.02111 3.8808 28.27 23.718 4.04318 4.55201 4.04524 19.6748 3.5795 3.04673 1.01525 2.03148 16.0953 15.578 1.52299
internal_count=4034 3410 208 173 3202 2719 750 640 483 217 175 82 58 266 161 65 105 1969 1202 169 767 752 1033 241 180 68 112 792 706 236
is_linear=0
shrinkage=0.1


Tree=702
num_leaves=31
num_cat=0
split_feature=8 8 16 19 23 2 9 18 18 20 10 20 9 19 9 18 13 18 10 21 9 9 2 23 21 13 17 21 3 16
split_gain=4.76044e-05 5.4405e-05 6.81363e-05 4.80681e-05 0.000224916 0.000213226 0.000246392 0.000167577 0.000137023 0.000256093 7.8086e-05 0.000134324 0.00043308 0.0130534 0.00224517 0.000510699 7.8038e-05 0.000240907 0.0010335 5.30956e-05 0.000808396 0.000939044 0.000283723 7.75645e-05 6.66027e-05 0.000115704 6.11849e-05 5.97255e-05 5.23303e-05 0.000164783
threshold=8.8430989333000021 8.7431769115000026 22.614947116400003 14.451165964200003 0.13041500000000003 219.24808729375005 187.94830913940004 13.204532713600001 13.314799198000001 41.50623664750001 61.998532946250002 40.633548727200008 205.22231928645002 14.151141757350002 195.70012057590003 13.131682570750003 117.58509325145 12.885811969150001 62.079186690200011 8.9626214023500008 184.85936449530001 181.33671263215004 158.13149931390004 0.11243000000000002 12.706368345750002 117.46680109370001 192.00947391610003 7.9499782602000009 92.781378539900018 22.564947233300003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 10 5 6 -5 -8 -9 -10 11 -1 13 -13 15 -15 17 18 -12 20 21 -19 -21 27 26 -26 -24 28 29 -22
right_child=-2 2 -4 4 -6 -7 7 8 9 -11 16 12 -14 14 -16 -17 -18 19 -20 22 23 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-7.7907192191632073e-05 -0.00093983408193858684 0.0010949414498482642 3.557194630248421e-05 0.0019006398524137461 0.0022514618561810546 0.0019705555638508537 -0.0020301409113963175 0.00055447023969805909 -5.1193904579926727e-05 -0.0026345847200030083 -0.10007458773361329 0.00042022412769783594 2.1877661306910295e-05 -0.065520367849621383 -0.033255620059982081 -0.09974582038006613 0.0012300730600647482 -0.021977533893306499 0.039213008114500451 -0.0024899232272321556 8.9543602697045255e-06 0.091613030368695558 -0.00016354226227574935 -0.0011730044074341479 0.0015662097646755369 -6.0653287224286629e-05 -0.0015093278073153782 0.00082013685871098899 0.00033574544614738529 -0.0018099300394138183
leaf_weight=3.3711683424862215 0.5316906953196171 1.0167428035356558 1.5070398044290412 0.51417174800025023 0.51203440910558118 0.52137882502583455 0.55933329427703871 1.5087237764028034 1.5200729192038127 0.51329770698608701 0.0011163558631908091 0.50308034865676932 1.0001464411616323 0.0067855918490149483 0.012751252845674799 0.012195517087169261 0.50749135537821999 0.0011382056209078275 0.0010189102154437579 0.53253590329000733 15.625192628456855 0.0020183173466810089 1.0011171999929822 0.51217389981892125 0.5116812766908424 3.0019218846255527 0.50988626666538062 1.017189401448692 4.5258275980014409 0.51448522448981826
leaf_count=193 201 29 36 71 15 101 33 25 47 47 6 296 4 35 21 22 17 569 92 242 1070 22 82 73 280 25 148 59 132 41
internal_value=3.63419e-07 1.24546e-05 0.000462354 -1.67945e-05 0.000252851 5.36373e-05 -0.000162898 -0.000421592 -0.000167585 -0.000703337 -6.27152e-05 -0.000430981 -0.00120642 -0.00350345 -0.0657089 -0.0875105 1.20736e-06 -2.12602e-05 -0.0336091 -1.86762e-05 5.0527e-05 0.0506536 -0.000295109 4.33303e-05 -6.24898e-05 0.000176265 -0.000617676 7.20617e-05 3.52402e-05 -4.90263e-05
internal_weight=41.8754 41.3437 2.52378 38.8199 5.64901 5.13698 4.6156 4.10143 3.54209 2.03337 33.1709 4.90613 1.53496 0.534813 0.0317324 0.0189811 28.2648 27.7573 0.00213527 27.7552 22.198 0.00315652 5.55714 22.1949 5.02461 3.5136 1.511 21.6827 20.6655 16.1397
internal_count=4034 3833 65 3768 339 324 223 152 119 94 3429 571 378 374 78 57 2858 2841 98 2743 1966 591 777 1375 535 305 230 1302 1243 1111
is_linear=0
shrinkage=0.1


Tree=703
num_leaves=31
num_cat=0
split_feature=8 8 2 5 17 7 19 22 2 15 6 10 21 20 13 8 22 22 20 21 2 21 2 15 22 22 5 21 13 22
split_gain=3.85216e-05 4.41169e-05 6.55887e-05 0.00018259 4.23262e-05 9.00503e-05 4.81431e-05 0.000247312 0.000244493 0.000137509 9.57537e-05 7.09127e-05 0.000118934 0.000592853 6.61465e-05 5.52051e-05 7.86139e-05 0.000119054 6.98248e-05 5.14335e-05 0.000234092 6.43256e-05 8.74567e-05 0.000205793 0.000165882 7.66463e-05 7.05811e-05 4.82187e-05 9.81797e-05 4.63645e-05
threshold=8.8430989333000021 8.7431769115000026 74.580378076100018 22.728547566650004 205.83789591070004 25.818239331450005 14.451165964200003 -0.026144999999999998 224.95410153095003 42.493282152450007 16.525386113000007 61.998532946250002 10.003699902950002 40.206947806850003 117.58509325145 8.3434888241000014 -0.101395 -0.037054999999999998 41.806790701050012 8.9626214023500008 158.13149931390004 7.9499782602000009 176.09844955530005 39.296024648600003 -0.11347 -0.13734499999999997 22.213482503200002 12.706368345750002 117.46680109370001 -0.02903
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 -6 11 8 9 10 15 12 13 -1 19 18 -17 -18 -8 21 -21 22 23 25 -24 -13 -23 29 -29 -22
right_child=-2 2 3 -5 5 -7 7 -9 -10 -11 -12 14 -14 -15 -16 16 17 -19 -20 20 27 26 24 -25 -26 -27 -28 28 -30 -31
leaf_value=9.100146515899172e-05 -0.00084532720900514489 -0.00021207182542787339 0.002357454862525882 4.4229281575950313e-05 -0.0016006698423224723 -7.0578848141734566e-05 0.0011686912009402524 0.0022449374503178124 0.0021269453338727223 -0.001721025893140082 0.00085815615005429852 0.0012375489714750107 1.4905384405607551e-06 -0.0038581574591087069 0.001157115018420648 6.0197560027456192e-05 -0.0022598790979199072 -9.0615427601453593e-05 -0.00049515445589234811 -0.0022559596349890866 -0.0013072859049791106 0.0016767329072669723 0.00043095644437982539 0.0020577539060298122 -0.0021177801197096386 -6.2792889777059701e-06 9.364752579590989e-06 0.00143077720988673 -6.9102353549493518e-05 -0.00013339560175198591
leaf_weight=1.3630992877493229 0.53199928061064738 1.001704363983664 0.51676221463776517 1.0045361272810618 0.51603382830561217 1.5105789689610452 0.50635292446531843 0.57420145451139504 0.51203389879544392 0.51241936922942688 1.0154214070935266 0.5101814494195861 3.0142888072742826 0.52714212038384456 0.50682510418661664 1.0054845899576319 0.51212623241917721 0.50001606147270705 0.50255122163434862 0.53425387809550784 0.50604399518557386 0.5140317110693291 0.50274507374767852 0.51497315315415804 0.51894402477918022 17.118603777594384 0.5016321196541349 0.51064962093390009 3.0024794162484341 1.0039877978961564
leaf_count=176 201 9 26 30 187 449 27 60 30 57 29 319 130 263 15 20 37 3 21 225 126 64 125 38 257 797 12 219 28 54
internal_value=1.85397e-07 1.10662e-05 0.000416266 0.000829997 -1.52707e-05 -0.000460184 9.23747e-06 0.000278059 5.51429e-05 -0.000177783 1.78614e-05 -3.94407e-05 -0.000388469 -0.00101032 2.57832e-05 -0.000264063 -0.000566073 -0.00118822 0.000339903 3.50579e-06 -0.000265875 7.76872e-05 3.65878e-05 8.7279e-05 -0.000863617 2.97174e-05 0.000853227 -5.42137e-05 0.000148912 -0.000526791
internal_weight=41.8721 41.3401 2.523 1.5213 38.8171 2.02661 36.7905 5.64061 5.06641 4.55437 4.04195 31.1499 4.90453 1.89024 26.2454 3.02653 2.01763 1.01214 1.0089 25.7385 5.55741 20.1811 19.1654 18.1438 1.02169 17.6288 1.01566 5.02316 3.51313 1.51003
internal_count=4034 3833 65 56 3768 636 3132 284 224 194 137 2848 569 439 2279 108 60 40 48 2264 652 1612 1536 1154 382 1116 76 427 247 180
is_linear=0
shrinkage=0.1


Tree=704
num_leaves=31
num_cat=0
split_feature=15 21 22 21 20 15 0 16 16 15 18 7 8 10 14 9 19 5 22 12 4 20 9 8 20 18 0 12 18 16
split_gain=3.86526e-05 0.000188092 0.000152693 0.00268737 0.00172411 0.000971425 0.000714537 0.00183628 0.00130857 0.000508406 0.000478012 0.000566591 0.000399903 0.000231882 8.29978e-05 0.000341398 5.91197e-05 8.27399e-05 3.84325e-05 3.6377e-05 0.000106724 4.54384e-05 0.000136342 3.99866e-05 0.00030061 8.41108e-05 0.000165554 4.79241e-05 6.7341e-05 0.000591735
threshold=46.435439118750004 15.285239689500001 -0.14429 8.5501791199000028 39.792680591700012 29.712811603950005 87.009258933850006 22.584947186600004 18.594956516900002 22.662932349550001 13.276755824150003 24.385896469550001 8.4434108459500017 69.873026810350026 143.06733454090002 177.77223095870002 14.651182102100002 12.035423697300002 -0.15447999999999998 82.696898122450008 143.78867033265001 36.620308449100001 202.37225149245003 8.7431769115000026 40.040005255000004 14.164583421250002 86.135510041400025 89.368262418900017 13.893471991850001 18.964955651700002
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 7 12 9 -8 -1 -12 -6 -5 -4 -16 17 -17 -7 20 -19 22 -21 27 -25 26 -26 -23 -29 -30
right_child=1 -3 14 5 6 18 8 -9 -10 -11 11 -13 -14 -15 15 16 -18 19 -20 21 -22 23 -24 24 25 -27 -28 28 29 -31
leaf_value=0.014911853844519119 -0.0020430207151798658 0.00030306050314436809 -0.015372613160886004 0.012421202759684691 0.0093967207420704406 -0.080899707955076394 0.047457333341996449 -0.10004076381645673 0.10001777808595641 -0.040502891235937616 -0.10003431379578485 -0.009584636747208275 0.092894688476317877 -0.047304033142258693 0.045007764919299614 0.025355829939046799 0.0010871478324654034 0.00012625649363648593 -0.10021846001564859 0.0018809691057830331 -0.0016512344095727578 0.00045001933303336333 -0.00011615600608281122 0.0025343472254878178 0.00020610404997071022 0.0009537654689792057 -0.0020070227478946631 5.5682163477734116e-05 -1.9783486023560302e-05 -0.0024994401600540016
leaf_weight=0.0011918113106309256 0.51767467224443819 1.0054586476439196 0.0035012332584746222 0.0015284803971246938 0.0010556531711463091 0.0020702433065924453 0.0014297153517657812 0.0011461123338563084 0.0035360182864678791 0.0012159899878882996 0.0015900103825402592 0.0012269975057518472 0.001256095085494735 0.0011311170387705381 0.001687104865353172 0.0012878074511694084 0.51510546345491448 1.0018017770817074 0.0020489516169756028 0.51764317952061745 0.50963073924523272 2.0117537856065146 1.006501635021493 0.51907546696270435 1.0084856516650469 0.50551045500469616 0.50840667562988517 20.57579636454571 10.583135984021778 1.0586422627443415
leaf_count=159 129 19 36 106 167 35 181 22 27 61 62 157 17 273 603 195 49 10 8 66 51 78 65 42 45 12 23 466 630 240
internal_value=1.95169e-07 -0.000494313 1.88626e-05 -0.00862473 0.0169373 -0.0600912 0.0398576 0.00345482 0.0602201 0.00703002 -0.0381768 -0.0606374 0.0547656 -0.0129797 2.32409e-05 2.45776e-05 2.26955e-05 8.92167e-06 -0.0905092 8.10165e-06 -0.000473085 2.70932e-05 0.000562125 4.91623e-06 0.000387619 -0.000163366 -0.000535655 -2.34989e-05 -5.30667e-05 -0.00024527
internal_weight=41.8715 1.52313 40.3484 0.0204272 0.0136484 0.00677879 0.00963958 0.00345786 0.00618172 0.00264571 0.00400882 0.00281701 0.00231175 0.0026596 40.328 40.3245 40.3228 39.8077 0.00411919 39.8064 1.51143 38.295 1.52414 36.7708 2.54148 2.0224 1.51689 34.2293 32.2176 11.6418
internal_count=4034 148 3886 1275 853 422 475 206 269 242 378 219 184 379 2611 2575 1972 1923 43 1728 61 1667 131 1536 122 80 68 1414 1336 870
is_linear=0
shrinkage=0.1


Tree=705
num_leaves=31
num_cat=0
split_feature=8 8 16 17 22 0 0 0 0 0 0 19 7 20 17 22 18 9 10 13 20 21 20 9 18 9 0 23 12 20
split_gain=5.43714e-05 4.46744e-05 6.4821e-05 3.39476e-05 7.70518e-05 0.00158155 0.00112437 0.000716203 0.00033889 0.000115547 0.000667815 4.11699e-05 0.000230193 0.000310456 7.81412e-05 7.98977e-05 9.54444e-05 0.000101635 7.38188e-05 0.000197265 9.97753e-05 8.33042e-05 0.00014293 6.70999e-05 0.000128005 6.58233e-05 6.16475e-05 4.78856e-05 7.10109e-05 4.77587e-05
threshold=8.8430989333000021 8.7431769115000026 22.614947116400003 205.83789591070004 0.061925000000000015 97.39208423365001 93.55565448145002 89.953120586650016 91.394134144600017 89.582113364650013 87.818484831100008 14.451165964200003 23.549545123900007 43.111435027700004 198.49975298390004 -0.089795 13.204532713600001 187.94830913940004 61.987779113750001 117.62810858150002 33.151194885250007 4.797392351550001 38.121007182500009 196.26893085885004 13.455547561900003 195.70012057590003 85.861287312150012 0.11243000000000002 201.09959674440003 43.631818398850008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 11 5 6 7 9 -9 10 -5 18 14 -14 15 -13 17 -17 19 -1 -20 22 -21 24 -18 -23 -22 29 -29 -28
right_child=-2 2 -4 4 -6 -7 -8 8 -10 -11 -12 12 13 -15 -16 16 23 -19 20 21 26 25 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0022670644094104752 -0.0010051248504916361 0.0010380064288035235 4.5503134439657912e-06 -0.094984969825237908 -4.9863471284399608e-05 -0.00056290602125315511 -0.092146197240031716 0.020782588647408218 -0.023699750370729623 -0.076339030511036743 0.01335080125077409 0.0012531762073672607 0.003309050473272727 -0.00016656392055776803 -0.0012120691127840571 -5.433327347513377e-05 0.0020753678946506655 -0.0017387009903497991 0.025222719068490818 1.8895967477500323e-05 0.0011110303128541647 -0.00074044912343969186 -0.0020951514649350236 -0.00019342246488352152 -0.00017385960701163733 0.00057426536065967304 2.6125888020495077e-05 -0.0014466904935162153 -0.0001559057652265731 0.00099774508516986787
leaf_weight=0.51482107877122985 0.53117112247229314 1.0163065820324626 1.5066870563778136 0.0011403479482926526 1.5075947583812461 0.50615596760485904 0.0027652995591740401 0.0034583974497763847 0.0033930566460185219 0.0015484100804314949 0.0011356637223798316 0.52449388371375905 0.5257004223506454 0.5028162055266705 0.5099006457659242 1.0036718985898021 0.5105182776941446 0.55707085198173434 0.0015709578994628206 0.85878909465692943 0.50853345861676658 0.50941568633575185 0.50957405326169836 1.0032072543835395 0.50164926835431345 1.5085311691796617 23.204156989583915 0.51365096311154346 2.5034557798019041 0.51716979390506423
leaf_count=383 201 29 36 37 89 387 56 28 19 7 13 60 68 7 25 32 39 26 121 60 172 66 30 16 11 14 1239 72 45 646
internal_value=1.74778e-07 1.30921e-05 0.000420845 -1.34115e-05 -0.000411802 -0.00146196 -0.0353176 -0.0205977 -0.00124647 -0.0552654 -0.0409286 8.54134e-06 0.000257173 0.00160991 -4.45959e-05 0.000100576 -6.84705e-05 -0.000655529 -3.64686e-05 -0.000443317 2.17794e-05 -0.000166053 -0.000768369 0.000386158 0.000960608 0.000242375 2.03264e-05 -4.17539e-07 -0.000375657 4.7309e-05
internal_weight=41.8701 41.3389 2.52299 38.8159 2.02719 0.519597 0.0134412 0.0106759 0.00685145 0.00382442 0.00227601 36.7887 5.63903 1.02852 4.61051 4.10061 3.57612 1.56074 31.1497 3.90113 27.2485 3.38631 1.36836 2.01537 1.01217 2.01795 27.247 26.7384 3.01711 23.7213
internal_count=4034 3833 65 3768 636 547 160 104 47 57 50 3132 284 75 209 184 124 58 2848 553 2295 170 90 66 50 80 2174 2002 117 1885
is_linear=0
shrinkage=0.1


Tree=706
num_leaves=31
num_cat=0
split_feature=8 12 17 14 8 23 15 20 14 13 12 2 22 22 4 16 20 20 6 21 4 6 15 9 18 0 17 3 15 20
split_gain=4.40088e-05 3.68699e-05 0.000118392 8.95421e-05 6.49967e-05 8.32022e-05 0.000185541 4.43229e-05 0.000106646 9.9559e-05 4.39942e-05 0.00701274 5.8545e-05 9.47718e-05 4.49253e-05 0.000138757 6.58978e-05 0.00183484 9.10716e-05 0.000955684 0.00266088 0.00146044 0.00206009 0.000902821 0.00057536 0.000134156 0.000187631 0.000153081 0.000220279 0.000356545
threshold=8.8430989333000021 82.696898122450008 183.19621122360005 156.61564208075004 8.7431769115000026 -0.11223 28.862433654350003 36.620308449100001 157.58516208295003 109.63263410155001 89.368262418900017 71.99970061785001 0.13006000000000004 0.22598000000000004 169.62532823300003 22.664946999500003 38.748048509250005 38.804080188450008 16.585387514950003 1.8675847688500002 194.89319003730003 16.425383776450001 40.974857724300008 196.14870163055002 14.586813620750002 85.812895065800021 187.51563899930002 93.281431752200021 41.29990759910001 40.241071441700008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 7 -6 -7 9 -9 -5 -10 -12 14 -14 15 -13 -16 -18 19 20 -19 22 23 -22 -25 26 -21 -27 29 -29
right_child=-2 3 -4 4 5 6 -8 8 10 -11 11 12 13 -15 16 -17 17 18 -20 25 21 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=0.00015627244745921567 -0.0009040260093875381 0.016927681425266568 -0.0017160500623060822 -4.8386578592605095e-05 -6.7108894506818031e-05 -0.0001592017369558821 0.0025373424464846944 -0.029424549580575516 0.00043290005337360394 0.0016619721903062528 -0.071234130334798015 0.001826105358664688 0.0016003703169661613 -0.0002788629384644361 -0.00091829829861267247 -0.00019682242445132926 0.081278678979092203 -0.089647448065523327 -0.0013796208151053064 7.8207235779342548e-05 -0.035583426491132782 0.081507598735290426 -0.089936994938768056 0.10001726826803006 0.023472961438949266 1.0301463228552374e-05 0.0024226231781246553 5.1498609651260743e-06 -0.00024541681035696202 -0.0037163390102615771
leaf_weight=1.0054904890231728 0.5315011233186685 0.0031357932713892414 0.50852925549396832 1.0104857458373366 0.99965769262780702 0.50022969219434965 0.52085471585283649 0.0012336324362099962 2.0091963446144083 0.51317268671158256 0.013833377637644584 0.51297095066854481 0.56397281989383163 0.51197913406525841 0.8875462194579552 1.0002090079615298 0.002774163671435014 0.0017311470361250922 0.50788111935218339 1.0067211410134613 0.0011579925639403355 0.0054107655205655192 0.0015378773781549171 0.0021353464330786665 0.0018181292806128679 24.178262233679249 0.51653380048350994 0.50084014743333571 3.5187423300664307 0.52974213036330298
leaf_count=43 201 25 53 345 5 7 47 5 72 152 33 58 93 134 275 16 13 66 197 157 73 26 32 19 75 1585 117 3 60 47
internal_value=1.30455e-07 1.17557e-05 -0.000472604 3.017e-05 2.88394e-05 0.000581402 0.0012163 -7.00029e-07 -2.28923e-05 0.000527667 -2.18924e-05 -4.85594e-05 -1.98096e-05 0.000706159 -4.3354e-05 0.000488954 -6.87932e-05 -4.42938e-05 -5.16252e-05 -2.93396e-05 0.0262889 0.0429307 0.0115396 0.0420707 0.064816 -4.1338e-05 0.000873196 -8.98303e-05 -0.000622 -0.00190778
internal_weight=41.8693 41.3378 1.51402 39.8238 39.8206 2.02074 1.02108 37.7999 36.2762 1.52366 36.275 34.2658 34.252 1.07595 33.176 1.51318 31.6628 30.7753 30.7725 30.2646 0.0137913 0.0120601 0.00664935 0.00511147 0.00395348 30.2508 1.52325 28.7276 4.54932 1.03058
internal_count=4034 3833 96 3737 3712 59 54 3653 3156 497 3151 3079 3046 227 2819 74 2745 2470 2457 2260 291 225 199 167 94 1969 274 1695 110 50
is_linear=0
shrinkage=0.1


Tree=707
num_leaves=31
num_cat=0
split_feature=23 8 19 5 22 6 5 18 15 5 22 22 18 7 22 22 23 16 12 18 20 21 13 23 8 15 15 10 10 19
split_gain=3.62816e-05 3.55819e-05 4.12358e-05 9.00748e-05 0.000112528 9.38267e-05 0.000147842 9.02966e-05 0.000133856 0.000517089 8.25078e-05 0.000109313 9.99586e-05 0.00018236 5.80915e-05 7.1577e-05 0.000126902 0.000152426 0.000104237 0.000143288 0.000101946 9.58007e-05 0.000181586 0.000170751 0.00021951 8.35561e-05 0.000228318 9.45177e-05 0.000169852 6.72684e-05
threshold=-0.55648999999999993 8.8430989333000021 14.351157895250003 20.204934414350003 0.13006000000000004 16.355382140900002 20.769304081650002 13.3584252364 40.682889193900003 21.197160116700001 -0.033799999999999997 -0.087234999999999993 13.545319032100002 24.123805364200006 -0.096529999999999991 0.010890000000000002 0.10469000000000002 20.404952284350003 92.218642671200016 15.289002683150001 43.218894539100006 4.3143180605000007 104.51649827935002 0.081765000000000018 8.7431769115000026 31.233764884050004 24.273602154900001 61.966271448700006 62.046925192600007 13.151061067750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 -4 5 6 -5 8 9 -7 11 -9 -13 -14 29 20 17 18 -17 -20 21 22 -16 -24 -25 26 -23 -27 -29 -2
right_child=1 -3 3 4 -6 7 -8 10 -10 -11 -12 12 13 -15 15 16 -18 -19 19 -21 -22 25 23 24 -26 27 -28 28 -30 -31
leaf_value=0.019005288092520351 0.0013132638481369273 -0.0008130964463628665 0.0014397112017858393 0.00036505054027696256 0.0014928250596897509 0.00010900114904636424 -0.0020206058407933308 -0.00053536986849071278 4.9517735917039852e-05 0.0037505032781265449 -0.00098599013289637333 -6.6487309741461011e-05 0.00253392999393574 -0.00014000735099908978 -0.0023883943986991061 0.0014609837191553949 -0.0014145526021628893 0.0018797099836364594 -0.0016304700211883429 0.00011688297035145606 -0.0016605579040937632 -8.352147062642255e-06 7.5581339194961039e-05 -0.0028648673287089369 5.1664617394494502e-05 0.00023666678019326119 0.0022765366696160991 -0.0016612945330463516 -0.0001675055138996269 0.00011780683844114198
leaf_weight=0.0010044592281336353 0.51931980365241681 0.53179784016537368 0.52302344196141248 0.50182797257002387 0.55642724897188678 1.5074969690176652 0.53853230960956822 2.0140109193383431 3.8841850231821837 0.52600910596140682 1.0087714304630084 1.5007262621984421 0.51760598896555599 0.50281404356337589 0.50959615592610186 0.51297335912583264 0.51396256990141242 0.50946011754868425 0.50902922885746971 6.0124632174111516 0.50655425751382566 2.5092915328501078 2.5115092746259671 0.53257741552651727 0.50064935947011691 2.5139803083175849 0.52963855097107426 1.0181710973947167 3.0158677568201853 5.0275293543059556
leaf_count=66 1038 200 76 8 31 40 143 63 88 48 36 13 65 29 177 56 71 23 271 301 145 110 71 132 4 23 106 29 80 491
internal_value=1.2487e-07 -3.31109e-07 1.01258e-05 0.000152904 0.000101364 3.94342e-05 -0.000869861 0.00012197 0.000393642 0.00105095 -0.000168018 1.39267e-05 0.000452731 0.00121634 -5.97464e-05 -0.000132056 0.000105841 0.000209424 8.84564e-05 -1.95051e-05 -0.00026755 -0.000215822 -0.000623331 -0.000369583 -0.00145166 -4.34859e-05 0.000389869 -0.000244605 -0.00054453 0.000229731
internal_weight=41.8668 41.8658 41.334 13.5814 13.0584 12.502 1.04036 11.4616 5.91769 2.03351 5.54393 4.53516 2.52115 1.02042 27.7526 22.2057 8.05789 7.54393 7.03447 6.52149 14.1478 13.6413 4.05433 3.54474 1.03323 9.58695 3.03893 6.54802 4.03404 5.54685
internal_count=4034 3968 3768 640 564 533 151 382 176 88 206 170 107 94 3128 1599 722 651 628 572 877 732 384 207 136 348 216 132 109 1529
is_linear=0
shrinkage=0.1


Tree=708
num_leaves=31
num_cat=0
split_feature=15 7 22 21 20 15 9 23 10 18 7 0 5 12 19 9 22 0 20 10 20 15 22 23 15 6 22 15 17 17
split_gain=3.979e-05 0.000191216 0.000127194 0.0023272 0.00148443 0.000920498 0.000638064 0.000721467 0.000574933 0.000412983 0.000567259 0.000266479 0.000240356 8.42634e-05 5.9941e-05 0.000283197 4.67603e-05 4.65504e-05 3.97789e-05 0.000907527 0.000779754 3.48574e-05 0.000172624 0.000382842 9.52279e-05 8.44218e-05 0.000129821 7.80272e-05 0.000127577 0.00037145
threshold=46.435439118750004 23.514778597300005 -0.14429 8.5501791199000028 39.792680591700012 29.712811603950005 197.02865361825005 0.093905000000000016 71.322105742700003 13.276755824150003 24.385896469550001 87.009258933850006 19.234448447350001 63.174563425750001 14.651182102100002 177.77223095870002 -0.15447999999999998 86.692020874450009 34.41230404325001 69.238550691600025 33.151194885250007 41.492094664050008 -0.06828999999999999 0.10249000000000003 42.246988155050012 16.505385645700006 -0.122095 39.883592142850006 190.25644477395002 190.94474013770002
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 12 7 -6 11 -1 -11 -8 -5 -4 15 -15 -7 -3 19 -17 -21 27 24 -24 -23 26 -26 -20 -29 -30
right_child=1 17 13 5 6 16 8 -9 -10 10 -12 -13 -14 14 -16 18 -18 -19 21 20 -22 22 23 -25 25 -27 -28 28 29 -31
leaf_value=0.013522750163122666 -0.0020788605733307354 -0.00038288656771967496 -0.023648711157451274 0.017123526018123909 0.044331481447176767 -0.077971612600995208 0.046674635834811261 -0.048300120758167697 0.0091468538427147278 -0.10003096133082774 -0.007553709876691888 0.10001409370733101 -0.043269612538780269 0.04138465561742706 0.0010953383858185791 0.041994436046984017 -0.1001973086224858 0.00097352085389438257 2.1916559289189964e-05 0.0072585288495290549 -0.1000380742371851 0.00084332422829028154 0.0032978791540540899 -0.00046526499584125111 0.00011197470473990877 3.1024206229149527e-05 -0.0021536860969411302 4.7238605860103559e-05 -3.9077537023134965e-05 -0.0033339587365541195
leaf_weight=0.0011882710949390257 0.5108254466833112 0.50666664094854563 0.0015037119155668624 0.0013707206355615667 0.0019626470021365944 0.0019373231756709686 0.0015069627231127924 0.0014709927521012744 0.0016187459935199655 0.0014371550894388511 0.0012318478245229077 0.0024747687848503119 0.0012691505494204988 0.0016542488780463263 0.51542293280993234 0.0019952390248392229 0.0018510436819149101 0.50538751091266931 30.29663195602825 0.0013424478146039087 0.0013670021575862279 1.0112024219124576 0.52910463809702324 0.5527926334325457 0.50104449709760934 2.8639369645393344 0.51066253031768172 2.0151739646694575 1.0002818973152896 0.52003450338887791
leaf_count=159 84 46 14 259 312 35 34 37 79 62 157 13 120 603 54 19 8 18 1548 20 24 14 73 27 3 27 72 36 7 70
internal_value=1.41945e-07 -0.000501632 1.90828e-05 -0.00809297 0.0164154 -0.0572427 0.0385885 0.00464752 0.0593976 -0.0355164 -0.0573491 0.0798268 -0.0119112 2.29694e-05 2.38522e-05 9.97858e-06 -0.0888314 0.00029446 8.25912e-06 -0.00918639 -0.046876 9.34598e-06 0.000232151 0.00137511 -2.08886e-05 -0.000246372 -0.00103163 -2.99618e-05 -0.000474522 -0.00116611
internal_weight=41.8664 1.52288 40.3435 0.0193196 0.0128914 0.00642824 0.00903412 0.00343364 0.00560048 0.00385727 0.002669 0.00398173 0.00263987 40.3242 40.3226 39.8072 0.00378837 1.01205 39.8056 0.00470469 0.00270945 39.8009 5.96874 1.0819 4.88685 3.87564 1.01171 33.8321 3.53549 1.52032
internal_count=4034 148 3886 1275 853 422 475 349 126 378 219 47 379 2611 2597 2543 43 64 1940 63 44 1877 216 100 116 102 75 1661 113 77
is_linear=0
shrinkage=0.1


Tree=709
num_leaves=31
num_cat=0
split_feature=16 16 21 7 21 21 10 17 19 10 20 16 2 0 20 15 9 9 18 5 9 4 9 6 20 10 23 6 22 9
split_gain=3.45848e-05 0.000492749 0.00881813 0.00682629 0.00246271 0.00125863 0.00610376 0.00355518 0.000990365 0.000807035 0.000283102 0.000256354 7.23187e-05 0.00395073 0.00337625 0.000270604 6.32845e-05 0.000371129 0.000111619 0.000446676 0.000121215 9.1493e-05 8.59553e-05 7.41915e-05 0.000145162 0.000165059 0.000254832 0.000102606 0.000707524 0.000134325
threshold=18.634956423400002 15.584963555600002 5.7087410616000005 24.054467534550003 11.507908610950002 4.5829628528000006 71.015621515800021 236.15709471040003 12.551012654050002 70.727956495850009 39.685256516350002 18.754956142750004 154.31016903475003 99.470262368500016 40.844669808050007 22.516911658450002 204.68881850780005 202.49517884540003 13.893471991850001 17.679107616400003 201.32298960505003 178.59129095495004 201.09804420775001 16.455384477450004 40.583589072600013 61.977025281250008 0.11148000000000002 16.395383075500003 -0.087234999999999993 190.16588783940003
decision_type=2 2 2 2 2 2 2 2 2 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 5 4 -4 6 9 8 -8 -3 -5 -2 -1 14 -14 -16 17 18 20 -20 22 -18 23 27 -25 26 -26 29 -29 -13
right_child=11 2 3 10 -6 -7 7 -9 -10 -11 -12 16 13 -15 15 -17 21 -19 19 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-6.0192233223895941e-05 0.0022463878353520535 -0.0087882534139608944 -0.085257447359633073 -0.053838152948516294 0.092872613338369436 0.00036791212541473347 -0.014925411250244767 0.068158926008685422 -0.097796200717655823 0.086941549822579983 -0.099563011180444805 -0.0015789650677650602 -0.083727565128361547 -2.6996278528609746e-05 0.056736477836224444 0.09995729440570969 0.0015295347236735585 -0.0027023972390499379 0.00015611417420394796 -0.003213708166663551 0.0015711080126120588 0.00015781084939424334 -0.0012709069037814748 0.00031518638796488858 -0.0031541509542579687 -0.00020945230727991722 -3.822091122867072e-06 0.0001178941375667109 0.0040222303342999557 0.00013172298227505418
leaf_weight=7.5286043120492678 0.5213087114152718 0.0011314244051956459 0.0010362611957161197 0.0014867176611264013 0.0030919032957804349 0.50532723201787311 0.0017081141777204331 0.0017615252393738965 0.0092595063547027401 0.0039730247914349093 0.015175439850255268 0.51078021336319057 0.0013032698264654275 0.50496742847348164 0.0018950334644307412 0.0061490041398420264 0.51550130046413478 0.52561359816599562 1.5113381768421823 0.53174429230289355 0.5132707253125649 8.5675636795075363 0.5067765378189496 4.4356698181699192 0.51702260906573794 5.5422984162109223 0.51009753891075604 3.5062986210404432 0.5349507677949531 4.5280256448878262
leaf_count=628 78 210 110 32 75 124 15 26 167 16 183 70 56 706 113 16 60 77 44 172 24 308 8 151 148 127 14 46 118 112
internal_value=1.09865e-07 -0.000178819 -0.0030917 -0.0669615 0.048158 -0.000553523 -0.026663 -0.0637101 -0.0848898 0.0657226 -0.0954831 4.62792e-05 1.81825e-05 0.00116544 0.0655842 0.0897752 1.12657e-05 -7.48294e-05 -1.51668e-05 -0.000720935 5.31549e-05 0.000235662 1.53187e-05 4.7772e-05 -0.000126805 -0.000425238 -0.00158961 0.000259361 0.000634721 -4.16883e-05
internal_weight=41.8651 8.58687 0.543951 0.0207903 0.00412816 0.523161 0.0178336 0.0127291 0.0109676 0.00510445 0.0166622 33.2783 8.04292 0.514315 0.00934731 0.00804404 32.757 23.6739 23.1483 2.04308 21.1052 9.08306 20.5919 20.0851 11.0051 6.56942 1.02712 9.08006 4.04125 5.03881
internal_count=4034 2477 958 400 185 558 434 208 182 226 215 1557 1519 891 185 129 1479 1111 1034 216 818 368 794 786 440 289 162 346 164 182
is_linear=0
shrinkage=0.1


Tree=710
num_leaves=31
num_cat=0
split_feature=8 19 15 22 22 2 9 21 5 23 16 16 18 15 21 6 8 21 7 21 21 23 2 17 8 22 22 15 14 15
split_gain=4.14504e-05 4.34781e-05 9.466e-05 0.000169873 0.000118146 0.000147578 9.4314e-05 0.000531014 9.98615e-05 0.000198904 8.02315e-05 9.33486e-05 0.000233393 0.000349978 8.61134e-05 8.10257e-05 8.24335e-05 5.8918e-05 0.000127771 0.000109851 6.17607e-05 5.71144e-05 9.38277e-05 5.35281e-05 5.00388e-05 4.71706e-05 8.80916e-05 8.20466e-05 0.00023208 0.000111589
threshold=8.8430989333000021 14.351157895250003 46.074827201850006 -0.086139999999999994 -0.10423499999999999 131.42729508740004 200.76482212275002 7.0441631297000011 21.454033346250004 0.10301500000000002 22.594947163200004 22.634947069650003 13.043896815850003 36.207782793200003 12.706368345750002 16.445384243750002 8.3434888241000014 8.9626214023500008 24.175586727800006 7.9499782602000009 6.9016076392500008 0.089305000000000023 115.07851450450001 195.18216166535004 8.2435668022500028 -0.096529999999999991 0.048475000000000011 39.15620581320001 217.47369923570002 31.504255087500002
decision_type=2 2 2 2 2 2 2 2 2 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 -3 8 23 21 -10 14 12 -12 -14 17 16 -13 19 -19 20 25 22 -6 -8 -17 -1 27 28 29 -27
right_child=-2 2 3 -5 6 -7 7 -9 9 -11 11 15 13 -15 -16 24 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00031629300583244698 -0.00087767379320697865 3.0602341979186298e-05 0.00053451222847382439 -0.0020471931949388824 0.0014926924286514922 -0.0019324949765286911 0.0004473049605145328 0.0036975083490535868 0.0023701273847918547 0.00030567439118207558 0.00014612290934134481 -0.00023703427259550306 -0.00011428988128183303 -0.003822412399326792 0.0013026985352027501 4.4794486856951799e-05 0.0015681127615702305 5.0496115449086515e-05 -0.0018846676272645817 0.0014847941890102482 -0.0010809522639894295 -0.00035251357909460229 -0.0001650187840958616 -0.00080964108285169712 -0.00077027664441848339 -9.2493645101514101e-05 0.00017853753012582593 0.00090136878015485136 -0.0024471497075943538 -0.0016464286662362132
leaf_weight=4.5282277306419969 0.53130373694100441 1.5125375316029015 0.50485113995125452 0.51470845641327645 0.517739270075248 0.51277238567166694 1.0043360118288558 0.53121091581010649 0.54045392452836472 3.4196984260124736 1.0022465196454677 0.50348692229727043 0.49961771816015221 0.51885153973180387 0.51832978931961093 1.5007598101388455 0.50843904684326446 1.0153110071090541 0.51387747336532275 0.51572300771918733 0.50903417145225205 3.0087785559808253 1.002702254689211 0.5112791971732803 1.5121189323487239 5.0303345182332349 7.5383783473178134 0.50554319742627729 0.51878561424791314 0.50886754035764159
leaf_count=972 201 50 48 69 94 55 8 41 99 43 13 22 2 40 388 14 21 172 259 116 156 45 15 74 44 202 390 35 327 19
internal_value=-2.8336e-08 1.12542e-05 0.000157862 -0.000768821 0.000233076 -0.000466419 0.000367536 0.000976853 0.000220627 0.000587417 -6.0502e-05 -0.000382679 -0.000937249 -0.00200337 2.9245e-05 -0.000104248 0.000669956 -1.91376e-06 -0.000599808 4.46035e-05 5.79624e-06 -0.000100078 0.000399463 2.32855e-05 -0.000364278 3.54896e-05 -5.46784e-05 -0.000322533 -0.000424668 -0.000235248
internal_weight=41.8603 41.329 13.5811 1.01956 12.5615 2.02531 10.5362 2.04683 8.48937 3.96015 27.7479 6.04552 2.02072 1.01847 21.7024 4.0248 1.01193 21.1841 1.52919 19.6549 19.1392 4.52922 1.52044 1.51562 3.01288 18.6301 14.1019 6.56353 6.05799 5.5392
internal_count=4034 3833 641 117 524 105 419 123 296 142 3192 156 55 42 3036 101 43 2648 431 2217 2101 154 109 82 58 1945 973 583 548 221
is_linear=0
shrinkage=0.1


Tree=711
num_leaves=31
num_cat=0
split_feature=8 8 16 19 23 2 9 18 18 20 10 18 13 17 17 18 7 0 18 15 21 6 21 9 23 21 17 21 22 22
split_gain=3.35569e-05 4.49699e-05 6.19603e-05 4.44854e-05 0.000181424 0.000189368 0.000190296 0.000204991 9.76214e-05 0.000152449 7.2163e-05 0.000209911 0.00019843 6.88907e-05 9.80642e-05 5.80725e-05 0.000167349 8.30022e-05 5.21758e-05 0.000214949 0.000125645 0.000233864 5.53626e-05 0.000238782 8.38136e-05 6.58346e-05 4.71623e-05 4.10044e-05 3.63166e-05 9.80784e-05
threshold=8.8430989333000021 8.7431769115000026 22.614947116400003 14.451165964200003 0.13041500000000003 219.24808729375005 187.94830913940004 13.204532713600001 13.314799198000001 41.50623664750001 61.987779113750001 12.885811969150001 117.62810858150002 191.58460912770002 187.51563899930002 13.077716774800001 22.996658327800002 86.20003303655001 13.552878921100001 39.883592142850006 6.7094573673000006 16.555386813950005 8.9626214023500008 201.32298960505003 0.090735000000000024 7.515317457250001 185.24175881545003 6.9016076392500008 0.048475000000000011 -0.093879999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 10 5 6 -5 -8 -9 -10 12 -12 -1 14 26 17 -17 -13 20 22 21 -18 25 24 -24 27 -14 28 29 -20
right_child=-2 2 -4 4 -6 -7 7 8 9 -11 11 15 13 -15 -16 16 18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0022943258109648754 -0.00078944999038460398 0.0010227560315397043 1.2307082975962994e-05 0.0016751907966394614 0.00203950611987453 0.0018720088945281728 -0.0021481853559333522 0.00052321835979492746 -3.4720084251945088e-05 -0.0020262170117000037 -0.032368405163996417 0.0016139290742035195 -3.4770484547854837e-05 -0.0012590294577191643 0.001263587875187724 -0.0018280177292394489 0.002754905162367502 0.00013910740310285252 0.00027239639354004533 -0.0020859093549385559 3.8378190281504126e-05 -0.00027292366937130188 0.0011353110089953326 -0.0023822174505271454 -0.00034986924253568196 0.0011459169043621048 -0.0011235551587231187 -0.00088701566829318685 0.0001898380290461778 -0.00037564261944846272
leaf_weight=0.51454769392419963 0.53159205351758387 1.0160803442352837 1.5067826028960096 0.51338589816509639 0.51124942149908736 0.52066009499438326 0.55820468869219997 1.5083818000691311 1.5197486307442889 0.51451849681063766 0.0020042112231050116 0.51146080287862483 1.8626865276606843 0.50896061364825573 0.50819553249661442 0.51519843682490574 0.51909454541009725 1.5029710729725723 4.0254672973492402 0.52099222908508735 4.5127640327953031 0.50158432705211453 0.50843804213559707 0.51797504939063799 1.5039018520084342 0.51535362400589591 0.5058942469274913 0.50700669826853229 7.5320753616065579 5.5628505076187293
leaf_count=383 201 29 36 71 15 101 33 25 47 47 99 49 115 25 17 320 91 25 601 107 41 4 289 200 83 121 15 67 302 475
internal_value=2.86012e-09 1.01573e-05 0.000419264 -1.64399e-05 0.000243031 6.41675e-05 -0.000139825 -0.000367047 -8.63983e-05 -0.000538421 -6.06208e-05 -6.76021e-06 -0.000464672 -0.00018661 3.12263e-06 -4.54333e-06 -4.28541e-05 0.000513562 -8.44332e-06 -7.98348e-05 0.000264998 0.00126696 -2.92787e-05 -0.000467477 2.53766e-05 3.18355e-05 -0.000267319 -7.35758e-07 2.55107e-05 -0.000103576
internal_weight=41.86 41.3284 2.52286 38.8056 5.64615 5.1349 4.61424 4.10085 3.54265 2.03427 33.1594 29.2591 3.90028 3.38574 2.87678 29.2571 27.2427 2.01443 26.7275 21.1941 5.53344 1.02068 20.6731 2.53031 2.01234 18.1428 2.36858 17.6274 17.1204 9.58832
internal_count=4034 3833 65 3768 339 324 223 152 119 94 3429 2874 555 172 147 2775 2701 74 2381 2245 136 95 2138 572 372 1566 130 1445 1378 1076
is_linear=0
shrinkage=0.1


Tree=712
num_leaves=31
num_cat=0
split_feature=15 3 6 13 20 0 9 17 6 17 22 3 22 13 23 9 2 22 23 6 20 16 0 6 22 9 23 12 16 17
split_gain=3.18692e-05 3.2051e-05 0.000224445 0.000105607 5.81481e-05 0.000261299 5.74409e-05 8.38819e-05 0.000452867 8.37977e-05 8.45286e-05 0.000277187 9.313e-05 7.53622e-05 6.36909e-05 0.000165457 0.000432424 0.00015049 6.34861e-05 0.00018119 6.96421e-05 7.96643e-05 5.57901e-05 0.000177707 5.40779e-05 5.29742e-05 4.5999e-05 8.56872e-05 0.000267637 7.23738e-05
threshold=14.022476987850002 81.715684874950014 11.805275828400001 104.08096806215002 37.828051409500013 93.953546284800012 204.89606367675003 197.78839148195001 16.100376182700003 204.75389752000004 -0.02903 82.796445043450021 -0.082334999999999992 117.38883580790001 0.091935000000000031 199.68228938305 173.34516805710004 -0.033799999999999997 0.10249000000000003 16.465384711100004 40.984321400500008 22.624947093000003 96.163458868000006 15.365359009150003 -0.012794999999999999 220.36679399970004 0.088145000000000015 136.25092175885001 18.594956516900002 183.19621122360005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 14 22 10 12 -12 13 -8 17 18 -17 26 19 -16 24 -22 23 -9 -20 -11 27 28 29 -6
right_child=1 3 -4 4 6 -7 9 8 -10 25 11 -13 -14 -15 15 16 -18 -19 20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.017522850330312655 -1.0211568411650101e-05 0.0014576012837135307 -0.0022026241437296027 0.0022883401229887215 0.00039758165267506112 -0.00086942001575163663 0.0015400821109042631 -0.0020302446186951867 -0.0032176492093489981 -0.0013616088336763656 6.8046594223345143e-06 0.0028414631568487031 -0.00040812389381183925 0.0002624032493665621 0.0021362026377735716 0.0033896910863190654 -0.00070492164372534675 -0.0018368183791892508 -0.00080369837618609642 4.0385004567135109e-05 -0.00017408338642787536 0.00074286992552647995 0.00016193367708434466 0.0006152092310299117 -4.6646611669453315e-06 7.9392316487729349e-05 -0.00046879474577062833 -0.00016898136884778683 0.0025269758247813238 -0.0010675442807671937
leaf_weight=0.0010378929950282103 4.5118405708534102 0.51236250225200919 0.52084794659208178 0.53637650337424847 1.0050355778194959 0.51236176036102421 0.52164190463662219 0.51143556425705028 0.53377900392383404 0.51465222521431531 1.0002038335223904 0.52657293856497478 2.011741756395506 4.0139043965854739 0.51877960172336601 0.52219110293134352 0.50964022769051098 0.5210141558930993 1.8706238237518849 2.0135920642840661 2.5134421051661064 1.5207447397266856 2.5027516006258566 0.50430951756061404 1.5478925001953028 0.50588332032111794 2.5205739998835499 6.0223625622811214 0.52483204869534095 0.50735836693502268
leaf_count=624 645 251 239 299 129 75 100 78 111 102 6 116 78 64 61 44 18 209 31 47 44 40 12 20 15 35 80 238 146 77
internal_value=2.7408e-08 -4.07073e-07 -0.000237111 3.19411e-05 1.1826e-05 0.000745614 -9.99601e-06 -8.52321e-05 -0.000503499 0.000206501 0.000314419 0.000984455 0.000158171 0.000409352 -8.60095e-06 0.00016174 0.00136729 -0.000177649 3.71621e-05 0.000469733 -0.000109822 0.000171575 -9.17448e-05 -0.000716797 -0.000441899 -0.000647299 -9.59442e-05 2.0662e-05 0.000581278 -9.39199e-05
internal_weight=41.8598 41.8587 5.03269 36.8261 36.3137 1.04874 35.265 26.1704 4.05228 9.0946 8.07406 1.52678 6.54729 4.53555 22.1181 11.0169 1.03183 11.1012 9.98507 2.53237 7.4527 4.03419 3.5185 1.01575 3.41852 1.02054 10.5802 8.05959 2.03723 1.51239
internal_count=4034 3410 884 2526 2275 374 1901 1400 221 501 364 122 242 164 1179 300 62 879 238 108 130 84 110 98 46 137 670 590 352 206
is_linear=0
shrinkage=0.1


Tree=713
num_leaves=31
num_cat=0
split_feature=15 7 22 9 8 10 19 22 22 20 22 22 23 13 10 20 17 7 9 10 16 5 17 16 21 13 19 20 20 18
split_gain=4.1115e-05 0.000165382 0.0001035 0.000888849 0.00114942 0.000394973 7.5937e-05 0.000514704 0.000338598 0.000976783 0.000511884 0.00027429 0.000534693 4.96604e-05 0.000225114 0.000256931 8.91076e-05 0.000262638 8.1798e-05 7.94361e-05 7.7581e-05 5.37485e-05 7.411e-05 4.79623e-05 4.07482e-05 0.000214676 0.00933067 0.00455486 0.00101971 0.00239795
threshold=46.435439118750004 23.514778597300005 -0.58287999999999995 216.0493559571 8.4434108459500017 75.634392583900009 14.651182102100002 -0.50001499999999999 -0.25073999999999996 39.110279783550006 -0.23401999999999998 -0.16276499999999997 0.08376500000000002 117.63886241405002 61.987779113750001 40.720231579350006 188.19076296340003 23.445318439400001 198.96357396150003 62.009286778800011 22.594947163200004 23.389417063900002 187.88259729165003 22.614947116400003 8.9626214023500008 115.12515406205002 12.851036860900001 39.337369931850013 42.779078631750004 14.164583421250002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 9 -9 -10 12 -12 14 15 -13 18 -18 21 20 -16 22 -15 -3 -21 26 -26 -28 -29 -30
right_child=1 23 6 -5 -6 -7 -8 8 10 -11 11 13 -14 16 19 -17 17 -19 -20 24 -22 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=0.058948166020340746 -0.0019762904383008851 0.00091664458805903483 -0.062089011277651096 0.078928270636765968 -0.10003193471160177 -0.021331688134102064 0.0012191901032081089 -0.035422092333044962 -0.05333568673196825 0.09289661414003253 -0.0077351820272022797 0.00010901783968425212 0.087292437757002378 -0.0017827396845186588 8.6874082880729754e-05 -0.0030694069561485911 0.0027212976793529204 0.00013256391720638499 0.00067404260797142117 2.2135146511544407e-05 0.0012168305749571649 0.00014738282506585873 -0.00010592468239850571 -0.00046050169677948105 0.00064171207318674758 -9.3083163261178478e-05 0.013622161128249467 -0.10006757439094079 0.089289879671104203 -0.1000470862212493
leaf_weight=0.0014152896709933574 0.51106643903952509 0.50774189771146938 0.0013350191876914099 0.0014985562063847269 0.0010617958787975113 0.0010809035130715516 0.51910341607617638 0.001044887426443957 0.001799240496793141 0.0013723712966543233 0.001355998602682428 0.50065023897070815 0.0010510786237816205 0.51079860579193626 1.5026797622267616 0.51691854951123606 0.52969259442632255 1.5066206992797786 1.0068331762493761 24.2278539118971 1.0201091733620726 0.86042366281677107 0.5445886068046093 0.50385183691957036 0.51193528033403635 6.5421482325979383 0.0057042821712229288 0.014625888145473498 0.001011241287686814 0.0019759727391260307
leaf_count=44 84 39 165 46 20 124 62 58 158 28 238 55 32 39 10 150 43 35 23 1779 38 24 3 25 393 122 35 91 11 60
internal_value=5.43157e-08 -0.000510043 1.93098e-05 0.0143252 -0.0128843 0.0241853 1.75162e-05 1.84799e-06 3.93013e-06 0.0374294 1.65759e-06 4.06839e-06 0.0337597 2.02711e-06 -4.01095e-05 -0.0015056 0.000298113 0.000805954 -5.57188e-05 3.97342e-06 0.000543781 -0.000439237 -0.000917489 0.000230719 -3.95279e-05 -0.000250617 -0.00217608 -0.064041 -0.0891935 -0.0359521
internal_weight=41.8593 1.52266 40.3367 0.00505655 0.00355799 0.00249619 40.3316 39.8125 39.8112 0.00241726 39.8088 39.807 0.00240708 39.8046 34.8456 1.01757 4.95896 2.03631 2.92264 33.828 2.52279 1.91581 1.05539 1.01159 31.3053 7.0774 0.535253 0.0233174 0.0176131 0.00298721
internal_count=4034 148 3886 234 188 168 3652 3590 3425 86 3339 3181 270 2911 2744 205 167 78 89 2539 48 66 42 64 2491 712 590 197 162 71
is_linear=0
shrinkage=0.1


Tree=714
num_leaves=31
num_cat=0
split_feature=8 19 5 22 5 2 18 22 15 0 9 9 21 17 16 21 20 23 20 21 7 21 21 3 20 20 23 23 18 12
split_gain=5.13606e-05 5.81607e-05 0.000109583 0.000116446 9.78145e-05 0.000159344 0.000242173 0.000102646 0.000144029 8.64273e-05 0.000224668 8.21838e-05 6.97225e-05 0.000223717 6.87208e-05 9.96901e-05 9.12633e-05 0.000347908 5.60463e-05 5.14565e-05 0.000128865 0.000116103 7.55368e-05 4.36631e-05 4.26374e-05 9.13802e-05 3.8597e-05 3.60984e-05 6.94193e-05 3.19956e-05
threshold=8.8430989333000021 14.351157895250003 20.204934414350003 0.13006000000000004 20.849573174100005 101.23478163165002 12.949585557300002 -0.093879999999999991 46.074827201850006 86.643628628100018 206.36238950785003 192.39832633775004 15.039695091900002 199.59317753375004 22.594947163200004 12.706368345750002 41.50623664750001 0.41214500000000009 40.890797847750008 8.9626214023500008 24.175586727800006 7.9499782602000009 6.9016076392500008 93.281431752200021 41.243661560350013 40.636252116050009 0.12535000000000004 0.10546000000000001 14.030930991100002 82.696898122450008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 -3 4 -4 6 -6 12 9 11 -11 -9 13 -7 15 19 24 -18 -13 21 26 22 27 -20 25 -16 -21 29 -29 -1
right_child=-2 2 3 -5 5 7 -8 8 -10 10 -12 18 -14 -15 16 -17 17 -19 23 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00049738398660226343 -0.00097776186893601272 0.0016015430040694834 -0.0006918153292977138 0.0015403786654139093 -0.00021075658283831959 -0.0026374521173019236 0.0028724405496044925 0.00087915202474849331 -0.0013802142089356655 0.0026341205013098931 -0.0003148683146827389 0.00049484517035660745 0.00013894369092575269 -6.7418202855715323e-05 3.0482881636779617e-05 0.0013827176532060358 -0.0031416010252675176 4.9922048583006176e-05 0.00013053356474393245 0.00068281782718811787 -0.0018722564927889649 0.0015029974305246535 -0.0012199538468146093 -0.0006299682615998419 0.00029138313843101474 -0.0011341987681300961 -0.00055047816683164645 0.00027049345539031938 -0.0013835637125990318 8.2047149476932374e-05
leaf_weight=1.0110247869851203 0.53054345106180889 0.52287133641766281 1.5125166328930362 0.55662072024279119 0.50106534846963657 0.51181553252073841 0.51824516998203762 1.3773874366979759 0.51668100301905973 0.52896581617824245 0.50496136678520998 1.5082050795317625 1.0014712294378112 1.001412748047869 2.008437441768367 0.51829995345333912 0.51853837358741195 1.0007614719870614 1.5023875616607258 0.51291475929618113 0.51273403347271207 0.51575512657955869 0.50850693818944748 1.5174571787044895 1.5043379595422264 1.0136435297190471 0.50222677349029254 0.50262103509385425 0.51241132551266322 16.601296486892977
leaf_count=71 201 76 53 31 16 57 50 43 94 102 22 15 10 22 38 388 72 7 12 166 259 116 156 38 12 27 6 18 101 1755
internal_value=-1.09473e-07 1.24418e-05 0.000181994 0.000125157 6.21508e-05 0.000165916 0.00135682 4.41694e-05 0.000230505 0.000350434 0.00119386 0.000202766 -0.000508313 -0.000936675 -7.05639e-05 1.25129e-05 -0.000368722 -0.00103935 -2.98359e-06 -2.10184e-05 -0.000580026 2.24433e-05 -1.7461e-05 -0.000251615 -0.000143626 -0.000360166 7.26623e-05 1.53658e-05 -0.000564512 4.87853e-05
internal_weight=41.8561 41.3256 13.5821 13.0592 12.5026 10.9901 1.01931 9.97074 7.45605 6.93936 1.03393 5.90544 2.5147 1.51323 27.7435 21.6978 6.04572 1.5193 4.52805 21.1795 1.52788 19.6516 19.1359 3.01984 4.52642 3.02208 1.01514 18.6274 1.01503 17.6123
internal_count=4034 3833 641 565 534 481 66 415 326 232 124 108 89 79 3192 3036 156 79 65 2648 431 2217 2101 50 77 65 172 1945 119 1826
is_linear=0
shrinkage=0.1


Tree=715
num_leaves=31
num_cat=0
split_feature=8 19 15 17 22 9 9 21 6 5 6 22 2 16 5 15 16 5 21 15 16 7 21 7 21 21 0 23 18 15
split_gain=4.15764e-05 4.71267e-05 9.10731e-05 0.000160665 0.000109343 0.000299209 0.000144191 0.000275498 9.717e-05 0.000151608 8.70565e-05 0.000320209 5.95633e-05 5.56411e-05 8.33782e-05 0.000605852 8.77106e-05 9.80077e-05 8.08275e-05 4.34975e-05 0.000130886 4.24256e-05 4.16584e-05 0.00010421 9.41475e-05 6.11323e-05 4.54963e-05 2.92265e-05 5.61643e-05 2.91322e-05
threshold=8.8430989333000021 14.351157895250003 46.074827201850006 203.72643944000004 -0.063749999999999987 193.67618212375001 198.49982034990003 14.525166885950002 16.405383309150004 22.246947245750004 16.465384711100004 -0.087234999999999993 115.72920527990001 22.594947163200004 20.603398083600002 41.29990759910001 22.644947046300004 24.218679034200004 12.706368345750002 44.891409666300007 22.494947397000004 22.356277907050004 8.9626214023500008 24.175586727800006 7.9499782602000009 6.9016076392500008 87.818484831100008 0.10546000000000001 14.030930991100002 20.729785921300003
decision_type=2 2 2 2 2 2 2 2 2 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 4 -4 8 -6 -7 -8 9 -3 11 -10 21 18 -15 -16 -17 -18 22 20 -14 -12 24 26 25 27 -24 29 -29 -1
right_child=-2 2 3 -5 5 6 7 -9 10 -11 12 -13 19 14 15 16 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0004636880988505951 -0.00087942006625862847 -0.0020667352594312257 -0.0019900042236696103 0.000520690944669372 0.0029052268782176313 -0.0001556490476324196 0.002901985364220525 -0.00037593764892307165 8.1659140459073123e-05 0.0003623382307549474 -0.00015246721083866282 0.002870273405871919 0.00022838618173316044 4.2121973907157135e-05 -0.0037938139333052023 -0.00053968284413041085 0.0016408920971381906 -0.00032923204770108808 0.001245630348782283 -7.2150135751147986e-05 -0.0020452267063527179 0.00061687750346445258 -0.00060410286881599487 -0.0016829117535958266 0.0013541221911433088 -0.001097051456216129 0.00073484859478308278 0.00024349216935088411 -0.0012440360230269441 4.5039205341238162e-06
leaf_weight=1.5113499640426749 0.53086467142528349 0.5192154509077207 0.51402580570081002 0.50555846884311961 0.52649922649179304 2.0630645448654836 0.52299839437182505 0.50299979967530817 2.0096029384294529 0.50867424480406953 1.3612791641789956 0.51788806617332728 0.50122828411178966 3.0029503064397436 0.52415966921367418 1.5098898549661295 0.50932180064165755 0.50077759086895535 0.51782842094432169 1.5017243081892955 0.51167030760529997 1.5139516107428788 0.50751932959902391 0.51334446359671315 0.51524292088230694 0.50890841789727304 0.50757407332069215 0.50253036085996339 0.51286460936584155 16.100395317301665
leaf_count=809 201 69 93 24 62 35 58 7 28 41 26 87 7 20 54 40 20 22 388 9 59 36 84 259 116 156 88 18 101 1017
internal_value=-7.36429e-08 1.12225e-05 0.00016386 -0.000745082 0.00023764 0.000701723 0.000326158 0.00129497 5.00634e-05 -0.000864654 0.000168819 0.000653052 -5.82549e-05 -6.34899e-05 -0.00033174 -0.000700543 -5.71398e-05 0.000664162 1.12713e-05 -0.000413723 -0.00092014 0.000252631 -1.89079e-05 -0.000521786 2.02049e-05 -1.57111e-05 6.5409e-05 1.3832e-05 -0.000507842 4.39088e-05
internal_weight=41.8559 41.325 13.5804 1.01958 12.5608 3.61556 3.08906 1.026 8.94523 1.02789 7.91734 2.52749 5.38985 27.7447 6.0471 3.04415 2.51999 1.0101 21.6976 2.51462 1.0129 2.87523 21.1797 1.52844 19.6513 19.136 1.01509 18.6271 1.01539 17.6117
internal_count=4034 3833 641 117 524 162 100 65 362 110 252 115 137 3192 156 136 82 42 3036 75 66 62 2648 431 2217 2101 172 1945 119 1826
is_linear=0
shrinkage=0.1


Tree=716
num_leaves=31
num_cat=0
split_feature=15 9 23 9 5 15 12 12 2 6 5 6 13 22 21 21 20 21 8 0 3 19 18 19 13 20 15 17 21 0
split_gain=3.93561e-05 9.68523e-05 0.000614674 0.000235821 0.00014771 0.000383465 3.6992e-05 0.000149253 0.000146671 9.86965e-05 0.000411104 0.000221704 0.000173907 7.33363e-05 9.35261e-05 0.000168063 0.000351659 7.25021e-05 0.000135171 7.18223e-05 0.000179381 0.000313277 9.31467e-05 7.47628e-05 0.000341193 6.65303e-05 0.000238705 5.41489e-05 4.98455e-05 8.94679e-05
threshold=16.701947052500003 177.77223095870002 0.099855000000000027 66.346857137250012 13.154029769200003 20.313914079200003 149.09269374785001 144.57070813310003 130.44142995155002 16.265380038000004 18.492557862250003 14.745344522600002 117.51519334005 0.13006000000000004 2.0008954101500005 4.0199878722000006 41.147265497500008 2.0008954101500005 7.943800736700001 86.329079026800017 93.663192806700025 14.251149826300002 13.276755824150003 14.451165964200003 117.45067034490002 41.827117825850003 38.884669609800007 195.53954078470002 4.0847671134500008 97.096353839300008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 7 9 -8 10 11 17 -11 14 -10 16 -16 18 -6 20 21 -17 -21 25 -25 26 27 -24 29 -19
right_child=1 4 -4 -5 6 -7 8 -9 13 12 -12 -13 -14 -15 15 19 -18 28 -20 22 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.01627207379405533 0.018192470097118656 0.068116886400761009 0.081096205018006309 -0.039331170126696735 0.00026176561296916101 -0.015131897336058284 -0.0017622466025468122 0.0017809467205519966 0.0012413981766165672 0.0020764883172988821 -0.0028623156048922763 0.0020011299252271323 0.00020647033097324704 0.0011241426987112927 0.00051087047856546771 0.00023278945386116725 -0.0031848170869982389 0.0015568680492477752 -0.0020445465166179012 0.00081814433564879492 -8.8920574736752082e-05 -0.0032599852519502159 -0.0010628224391246647 -0.0014545685398130058 0.001699999634672931 6.4660675684083494e-05 -0.0024438831745141059 7.0130387647832868e-05 -0.00014707593611641755 7.1526697319413481e-05
leaf_weight=0.0014863216654948932 0.0015498069135862899 0.0010892609750226536 0.0010521410206852655 0.0013193881699119919 0.50507843684857145 0.0011245499121677605 0.51175951449962553 0.51417425013170159 0.52425039052417943 0.53884482817729384 0.52390219544668148 0.52949950049895811 6.4514114722851161 0.51957569613175181 0.50952772054199946 0.5061453290691158 0.52047840442013804 0.50831352249224293 0.51146030534027886 1.5120433088886773 5.0161944714020397 0.52125828484615511 0.50719977756619172 0.51614543962205139 1.0212622288781856 7.5311149942228326 0.51822491759401135 2.507169244715076 7.0175318428323585 2.0053551757343797
leaf_count=856 380 52 31 509 28 65 38 47 230 211 145 74 167 86 56 9 114 32 60 20 135 51 55 41 27 159 31 88 138 99
internal_value=-3.82902e-08 5.39562e-07 0.0157157 -0.00825955 -9.32936e-07 0.025829 -2.29937e-06 0.000100279 -8.8474e-05 5.37972e-05 -0.000125054 4.4062e-06 0.000350621 -4.99429e-05 -7.80404e-05 -0.000110689 -0.00135662 -9.58299e-05 -0.00089863 -4.70222e-05 -0.000335481 -0.00153929 7.65029e-05 -1.24888e-05 0.000640934 -0.000103288 -0.000461337 -0.000120501 -1.02082e-05 0.000371892
internal_weight=41.8555 41.8541 0.00392134 0.0028692 41.8501 0.00221381 41.8479 19.1056 22.7423 18.5914 11.6011 11.0772 6.99026 22.2306 21.711 21.1868 1.03001 10.5477 1.01654 20.1568 6.0436 1.0274 14.1132 12.6011 1.53741 11.0637 3.53259 3.01437 9.5312 2.51367
internal_count=4034 3178 920 889 2258 117 2141 1001 1140 954 576 431 378 1102 1016 786 170 357 88 616 195 60 421 401 68 333 174 143 269 131
is_linear=0
shrinkage=0.1


Tree=717
num_leaves=31
num_cat=0
split_feature=15 7 22 21 16 20 8 15 6 12 15 2 19 3 17 16 22 12 9 22 22 9 17 3 6 13 4 23 8 13
split_gain=3.99974e-05 0.000177075 0.000100319 0.00196385 0.00117896 0.00144132 0.000925591 0.000835164 0.000576273 0.000451219 0.000249733 0.000225245 9.54391e-05 0.000356702 0.000753296 5.78279e-05 5.33445e-05 3.78098e-05 0.0002319 3.65251e-05 4.58801e-05 0.00017576 4.70861e-05 4.15041e-05 0.000219699 9.60354e-05 5.33589e-05 0.000100172 0.000227394 8.73876e-05
threshold=46.435439118750004 23.514778597300005 -0.14429 8.5501791199000028 22.624947093000003 39.792680591700012 8.1436447804000007 29.712811603950005 16.445384243750002 152.73554204000004 35.83914456115 189.28685862455004 14.651182102100002 76.172084209950015 220.04646848500002 22.614947116400003 -0.15447999999999998 63.174563425750001 177.77223095870002 0.26941000000000009 0.12427500000000002 195.94564826430005 187.28691448030003 81.715684874950014 11.260263094250002 104.08096806215002 254.30081718620002 0.10661000000000002 8.0437227585500022 115.51498049095001
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 11 -1 -7 -8 -5 13 14 -4 -3 -9 -15 -19 20 23 22 -22 24 -20 -25 27 -27 -29 -28
right_child=1 15 12 7 -6 6 10 16 -10 -11 -12 -13 -14 17 -16 -17 -18 18 19 -21 21 -23 -24 25 -26 26 29 28 -30 -31
leaf_value=0.00023860704536794394 -0.0020208444144488185 0.0010158843760056423 -0.10001151610742245 -0.038026038198118818 -0.068082749094205225 0.049765548810997491 0.042987602206111745 -0.075052216355942794 -0.093229824452090465 -0.036679370120827989 0.090522313248730724 0.022276990330127699 0.0013729169756650228 -0.016471737426200301 0.020570203777642959 -0.00049613548292192476 -0.10017879914906838 0.03967467276104357 -5.0963458748275097e-06 -0.00083593871318640353 0.00049879803525674322 0.0020369013784192528 -0.00084037445227056861 0.0013898924784134341 -0.0022407555002487973 4.9912071831659103e-05 -0.0014430673552443319 -0.00047400053990680961 0.0024904552268615529 -0.00010975959553686793
leaf_weight=0.0019129092563049815 0.51082397276478175 0.50807704323849245 0.0010670404035706396 0.0013789116021686474 0.0014670630529849413 0.0010595208415378199 0.0016293712607193811 0.0017597421881325737 0.0010068020322462345 0.0014039123262872891 0.0034357960630586604 0.0011245656071798733 0.51649783992353704 0.0013923353717392164 0.0010070441857953361 0.50371318814131993 0.0016253297065513816 0.0014737443660867147 3.0048728108436005 0.50861716366132625 0.50232873350025176 0.52642214899757167 0.55005408705983427 0.51042692700138914 0.51487557067750334 21.545093113605791 0.51552922757243536 0.50117754505026713 0.53494522062641181 10.578929038527255
leaf_count=227 84 39 437 127 33 179 40 35 140 211 23 252 58 10 104 25 8 331 50 63 17 104 24 17 220 664 151 17 68 276
internal_value=2.55014e-09 -0.00050312 1.89962e-05 -0.00748576 0.0158621 0.0276489 0.0507786 -0.0547297 -0.031992 0.000500528 0.0752313 -0.0109378 2.23105e-05 4.78243e-06 -0.0414647 0.000263135 -0.0871167 6.94373e-06 7.52028e-06 6.05121e-06 1.69524e-05 0.000545083 -0.000201154 -5.16124e-06 -0.000332133 2.85033e-05 7.86849e-06 9.61002e-05 0.00105653 -0.000171715
internal_weight=41.8551 1.52261 40.3325 0.0178039 0.0119154 0.0104483 0.0075286 0.00588855 0.00291971 0.00246343 0.00506517 0.00250348 40.3147 39.7982 0.00207408 1.01179 0.00338507 39.7961 39.7947 39.7933 39.2847 1.5788 1.05238 37.7058 3.51975 34.1861 33.6757 22.5812 1.03612 11.0945
internal_count=4034 148 3886 1275 853 820 453 422 367 390 63 379 2611 2553 541 64 43 2012 2002 1671 1608 145 41 1463 270 1193 1176 749 85 427
is_linear=0
shrinkage=0.1


Tree=718
num_leaves=31
num_cat=0
split_feature=8 8 16 22 4 22 20 4 17 16 18 5 7 20 18 6 22 7 17 6 18 19 15 20 20 16 22 12 20 14
split_gain=3.55087e-05 4.86425e-05 6.18464e-05 3.99391e-05 0.00011064 3.98191e-05 0.000201368 0.00020283 9.07295e-05 4.16618e-05 5.00962e-05 0.000174431 0.000130397 0.000111236 0.000109078 0.000335628 8.38526e-05 0.000135109 9.55117e-05 7.04795e-05 8.31528e-05 6.1848e-05 0.000199163 7.46154e-05 5.80493e-05 0.000117068 7.93909e-05 0.000271665 7.63554e-05 6.8403e-05
threshold=8.8430989333000021 8.7431769115000026 22.614947116400003 0.26941000000000009 137.02556730370003 0.12427500000000002 34.19870408380001 183.52566960905003 191.08747234645003 22.684946952700002 13.327513832500001 12.290720980000001 23.127267687200003 34.883496062400006 13.24088655595 16.555386813950005 -0.091639999999999985 22.747724408400003 190.38166638035003 16.525386113000007 13.3584252364 14.351157895250003 40.974857724300008 41.319407281650008 40.241071441700008 22.654947022900004 -0.059424999999999999 145.30161263220003 40.377444152000002 179.86971370815004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 -6 -7 10 14 -12 -13 -14 16 -16 17 -8 21 20 -15 23 -23 -18 26 28 27 -22 -26 -30
right_child=-2 2 -4 -5 5 8 9 -9 -10 -11 11 12 13 19 15 -17 18 -19 -20 -21 24 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.029148962495771143 -0.00081262555253079367 0.001038829923269485 2.9335834606564086e-05 -0.00089665799984964397 0.063301099504230796 -5.1109355365546398e-05 0.0019826058411009447 -0.0001015574025355234 0.0015588211445391061 -0.00070989528926357587 -0.032092019407536837 -0.0016557195027091646 -0.033152017253656796 0.0012617400590097007 0.003004174259087054 7.3338050476728112e-05 -5.7883413436135073e-05 -0.00032044939285197035 -0.0014474460405381031 -0.0007088479690109499 -0.0027795326770689893 0.0021266048327960589 -0.00029278163909554053 -0.0013539586429575914 0.0012189889564759322 0.0015463510870273364 -3.0102698891440683e-05 -0.0001352266423818264 0.00077081747836071825 -7.4235826760699381e-05
leaf_weight=0.0013016296290534459 0.53090650412966667 1.0161206041738702 1.5068818440959146 0.50963526874417553 0.0010078120739570573 1.0494720158135766 0.51504792043635805 0.0010104522385103744 0.52525225914961016 0.87810106704154023 0.0017022136084773312 0.51481820328930084 0.001015040839976388 0.506181316574838 0.52822937751662413 1.5010380112216806 3.5090019239016805 0.50398401655937164 0.50933666051035675 1.5176419404713275 0.52262145187048403 0.5146863307654711 1.0039325421532934 0.50856649683432698 0.50726225035305716 0.50952980823603766 3.539319545024334 1.514100574857036 1.0165652168294652 16.58984794748082
leaf_count=22 201 29 36 152 37 80 364 166 118 74 819 166 17 8 71 7 69 21 21 37 146 36 23 149 22 23 111 185 62 762
internal_value=-8.32854e-09 1.04319e-05 0.000435902 -1.72345e-05 -5.52966e-06 -6.52076e-06 -2.76406e-05 0.0315583 0.000485886 -2.9377e-05 -1.27013e-05 -8.16522e-05 -7.96144e-05 -4.86731e-05 0.00019005 0.000836251 4.4318e-06 0.000843581 -0.000137015 -4.73917e-05 -6.75883e-06 -1.64535e-05 0.00052719 -0.000221948 -3.32923e-05 5.14565e-05 -0.000316341 -0.000813754 9.40572e-06 -2.54438e-05
internal_weight=41.8541 41.3232 2.523 38.8002 38.2906 38.2893 36.7145 0.00201826 1.57472 36.7125 35.8344 26.7406 26.7389 26.2241 9.09382 2.02927 7.06456 1.01903 6.04552 26.2231 24.7054 5.53619 1.51862 4.01757 24.1992 18.6232 5.57604 2.03672 18.1137 17.6064
internal_count=4034 3833 65 3768 3616 3594 3396 203 198 3193 3119 2358 1539 1373 761 78 683 385 298 1356 1319 277 59 218 1311 869 442 331 846 824
is_linear=0
shrinkage=0.1


Tree=719
num_leaves=31
num_cat=0
split_feature=15 21 19 13 3 22 13 10 20 21 0 23 23 16 21 22 2 16 23 23 21 21 4 6 5 21 2 20 15 22
split_gain=3.7866e-05 0.000153292 5.43203e-05 0.000175095 0.000317934 0.000261434 3.43511e-05 0.000205611 0.000246047 0.000134825 6.07567e-05 0.000147459 0.00017795 5.0928e-05 0.000213682 0.000792417 0.000118201 5.68674e-05 5.18982e-05 0.000139562 6.32756e-05 7.59904e-05 0.00027182 3.84381e-05 9.81295e-05 3.74386e-05 0.000127918 0.000120232 6.97551e-05 4.16043e-05
threshold=46.435439118750004 15.285239689500001 14.651182102100002 98.050756475600011 76.172084209950015 -0.13509999999999997 117.63886241405002 61.987779113750001 40.316494640950005 12.706368345750002 86.643628628100018 0.10249000000000003 0.08674500000000003 22.624947093000003 12.315862460400002 -0.078504999999999991 169.97615743665003 22.604947139800004 0.11002000000000002 0.13041500000000003 12.807913564700002 8.9626214023500008 181.80369070585002 16.295380738950005 20.482113285800001 7.3575695755500012 176.09844955530005 41.806790701050012 39.296024648600003 -0.095204999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 -1 7 8 -6 10 11 12 -8 17 15 16 -15 18 20 -20 21 25 -23 -19 -25 26 28 -27 29 -9
right_child=1 -3 -4 4 6 -7 9 13 -10 -11 -12 -13 -14 14 -16 -17 -18 23 19 -21 -22 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.011230192057816711 -0.0018873229041647104 0.00023069273825447267 0.0010349292267529489 -0.052627440659450575 0.00015458647449237916 -0.053997545173794709 -9.436247738934026e-05 0.00024151091301861959 -0.0029534730596064334 0.0017822340072244523 -0.00095343479993834621 -0.0001530914145403823 0.0025452510378280368 -0.0014214148637978082 -9.2506934398617371e-05 0.0044258956832176248 0.00073653649301985713 -0.00011181090507549224 -0.0018486052420617471 0.00047736813550490519 0.0011232534332554754 0.0008113779165024468 -0.0024447202178684881 9.799376825606655e-06 -0.0019602770988018012 0.001757482424068451 -0.0015402549084475429 -0.00011605778924004961 0.00085781296375595688 -7.9046743595661366e-05
leaf_weight=0.0010659371611159152 0.51777245092707502 1.0049363101382196 0.51901418508602759 0.0011475892848612492 0.50082747651632942 0.0014507641262738727 0.50404552456722063 5.5327697569027832 0.51829828238083042 0.51750455263405815 0.50716552831727302 2.9128745427860849 0.51772756359894956 0.50866421655950922 4.0126752657488396 0.52994580363151911 0.50664365349439322 1.00077434015111 0.51998698059933335 0.51193182083466127 0.51745264890050435 0.50651040400140357 0.51917242765564231 0.50022776101832256 0.51122301172393492 0.51923617529617772 0.52015445039091446 1.0064669660689096 1.0106738707993361 15.095379302605716
leaf_count=575 129 19 67 52 101 611 116 368 289 28 22 35 72 31 46 87 16 13 92 63 159 28 169 4 50 65 252 59 30 386
internal_value=1.37089e-08 -0.000489504 1.84956e-05 5.24473e-06 6.91218e-06 -0.0263706 8.42951e-06 -2.66133e-05 -0.00142608 0.000254675 7.67025e-05 0.000209484 0.00124312 1.55458e-05 0.000292271 0.00129145 -0.000344586 -3.88552e-05 4.04509e-07 -0.000694697 2.88369e-05 5.91908e-06 -0.000836769 -0.000551198 -0.000985947 4.24123e-05 9.42202e-06 0.000521556 4.66732e-05 6.93148e-06
internal_weight=41.8537 1.52271 40.331 39.812 39.8095 0.0025167 39.8083 34.849 1.01913 4.95932 4.44181 3.93465 1.02177 33.8299 5.55793 1.54525 1.01531 28.272 26.2597 1.03192 25.2278 24.7104 1.02568 2.01223 1.01145 23.6847 22.159 1.5257 21.6388 20.6281
internal_count=4034 148 3886 3819 2633 1186 2581 2308 390 273 245 223 188 1918 180 134 47 1738 1671 155 1516 1357 197 67 54 1160 1036 124 784 754
is_linear=0
shrinkage=0.1


Tree=720
num_leaves=31
num_cat=0
split_feature=8 8 2 20 23 15 4 15 18 17 23 7 8 2 21 14 18 3 10 19 8 19 20 23 10 3 21 8 15 4
split_gain=5.10064e-05 4.04567e-05 7.58721e-05 0.000156633 4.35861e-05 0.000190451 0.000140102 0.000117978 6.18596e-05 0.000105542 5.7836e-05 0.000445432 0.00231337 0.000442869 0.000270818 0.000176131 0.00387058 0.00989079 0.00349051 0.00447605 0.000880028 6.89934e-05 0.0002186 6.06428e-05 7.29786e-05 0.000228042 5.41386e-05 4.53641e-05 3.70038e-05 3.57503e-05
threshold=8.8430989333000021 8.7431769115000026 74.580378076100018 41.32819714970001 0.10469000000000002 33.423812040500003 142.34057910165004 42.008841458800006 13.455547561900003 188.19076296340003 0.096315000000000026 22.181995028450004 8.3434888241000014 118.06771887965002 9.4408665581500006 192.04981134545002 14.656441317600001 93.620177476600006 62.057679025150001 14.251149826300002 8.3434888241000014 14.651182102100002 34.19870408380001 0.094725000000000018 61.993156030000002 93.72771580185001 15.309137451250002 8.4434108459500017 45.169600924000008 288.96005626495008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 -6 -1 8 9 -7 11 12 13 -8 -15 27 17 18 -17 20 -20 22 -13 24 25 -24 28 -12 29 -26
right_child=-2 2 3 -5 5 7 10 -9 -10 -11 15 21 -14 14 -16 16 -18 -19 19 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.030698374005298748 -0.00097445506097484566 -0.00027538446131960366 0.0022703363955503043 0.00012285096046407468 -0.002066535123565286 -0.00031051374267299314 -0.071835321089925561 -0.00087959463127931011 -0.00016547085580491351 0.0010083323913326232 0.00068922964420617178 0.044661276933214228 0.095150152472585958 0.037893800810852141 -0.034313323880373774 0.094504064026721069 -0.00046940582658661409 -0.068112288600774104 0.03823785128860592 -0.021031623803721259 0.086907579518904043 0.001129314899145626 -0.0023971492636558032 -0.0011233726624601829 4.2208712477389369e-05 0.00018427023633575668 -0.00099703915421893332 -0.0001085553644766099 -0.00080206685381945778 0.00088329122377368862
leaf_weight=0.001490638381375641 0.53031152127980519 1.0012608587330789 0.51193064255608067 1.0092079993943306 0.52208691617208725 1.0084337731059352 0.0013728728141063694 1.5188653462192538 3.5094769794677632 1.5234918344376636 1.0129628303097331 0.0010938704889110742 0.0027528649588930421 0.0010265185451526766 0.0010514531377926392 0.012626618088689034 0.50882792531608168 0.008443710118331893 0.0067949814447985099 0.010196814963819634 0.0081967737560262321 0.51325490117579775 0.51826736717986222 0.50969439438085373 22.651277531827304 1.0074146806110951 0.51184840714106528 2.4049947441571931 0.50768884627038957 0.51689455414190177
leaf_count=22 201 9 33 23 220 24 266 55 43 33 39 124 10 294 145 20 132 30 30 19 14 24 42 56 1161 54 127 29 88 667
internal_value=3.55555e-08 1.25415e-05 0.000400613 0.000845575 -1.26867e-05 -0.000219312 4.16791e-05 -9.17492e-05 0.000106323 0.000483053 4.01914e-05 -1.26974e-05 0.0267799 -0.0277616 0.00135701 0.0003962 0.00204838 0.029743 0.051593 0.0300824 0.0648481 -1.89139e-05 -4.13868e-05 -4.32515e-05 -2.18412e-05 -0.000692626 2.04698e-05 0.00012788 4.24673e-05 6.09737e-05
internal_weight=41.8532 41.3229 2.5224 1.52114 38.8005 8.08235 30.7182 7.56027 6.0414 2.53193 30.7167 26.7436 0.00620371 0.00345084 0.00207797 3.97304 0.555087 0.0462589 0.0378152 0.0251886 0.0149918 26.7374 26.2242 26.2231 25.7134 1.52568 24.1877 3.41796 23.6759 23.1682
internal_count=4034 3833 65 56 3768 375 3393 155 100 57 3371 3058 715 705 439 313 245 113 83 63 44 2343 2319 2195 2139 96 2043 68 1916 1828
is_linear=0
shrinkage=0.1


Tree=721
num_leaves=31
num_cat=0
split_feature=8 14 22 22 21 20 23 18 7 21 20 15 9 18 7 6 16 2 18 5 18 17 20 13 9 14 5 16 23 17
split_gain=4.1306e-05 4.23835e-05 4.17621e-05 5.43579e-05 0.000158633 0.000154375 4.1915e-05 4.06133e-05 0.000303762 0.000120039 0.000107724 0.000103658 0.00019659 0.000154782 0.000449351 6.80913e-05 0.000168253 0.000224796 0.000141903 0.000238619 6.2719e-05 0.000122636 0.000117794 7.69593e-05 6.45125e-05 6.10369e-05 7.53779e-05 7.80941e-05 4.26917e-05 0.000165251
threshold=8.8430989333000021 143.06733454090002 0.26941000000000009 0.12427500000000002 1.1798413345000001 34.19870408380001 -0.27628999999999998 13.314799198000001 23.127267687200003 15.803805445550003 34.883496062400006 42.008841458800006 193.67618212375001 13.192618516750001 23.165384528550003 16.525386113000007 22.544947280100004 132.99388411665004 13.3584252364 12.290720980000001 13.065205089100003 187.77231677760003 40.633548727200008 117.64961624655002 194.45262321395003 319.46956167260004 23.730745871350006 22.654947022900004 0.09117500000000002 200.37850214585004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -7 9 -9 11 -10 13 -13 20 -15 18 -17 -18 -12 -20 21 23 -22 24 -8 26 27 28 -21 -30
right_child=-2 2 -4 4 -6 6 7 8 10 -11 15 12 -14 14 -16 16 17 -19 19 25 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.012857828556924772 -0.00087645254910176905 0.027873749346679334 -0.00088735067593813984 -0.00011143725138454345 0.0020147537784540519 -0.016963119586461791 3.6099653583765045e-05 -0.0024491933738696584 -0.032259918300873734 0.0016553851317577537 0.0016804199735945909 -8.3719429424896964e-06 -0.0022198814477102755 0.0035368493697028832 -7.2965588884326926e-05 0.00034196478091610906 2.8098305213326121e-05 -0.0029468205813165393 -0.042785448147810878 6.3115990829144692e-05 0.00011923595398582564 0.0016912791918113114 -0.0017425464740284903 -0.0011063614425864661 0.0012563179629721108 0.0010629799807123413 -0.0012336010976875056 0.00085933211050974977 -0.00010449099037092117 -0.0019406323689260504
leaf_weight=0.0025589346956625949 0.53063174314640704 0.0019868995872504005 0.50964099269356111 1.0499412568022664 0.52705244907760418 0.0014567840841611659 3.0052401481670867 0.52324735810031597 0.0010361962109389769 0.51602702589744787 0.50883970410723378 1.8659815824690276 0.51232219631000919 0.52634344547928413 0.9999916061933618 1.0047879111953073 0.50009404122829437 0.51617295349452497 0.0013038046477679135 15.097870968563754 1.0028116189993168 0.51046502298812324 0.51402667562012982 0.5066517760342214 0.50627197644644173 0.5253703883287838 0.50654862302832881 1.0111870468999757 8.0437837665412371 0.52195932861696626
leaf_count=29 201 203 152 64 140 131 315 244 30 38 12 60 40 70 5 13 2 43 719 613 11 25 88 43 11 250 37 27 267 151
internal_value=2.24015e-07 1.1482e-05 1.22791e-05 2.35141e-05 0.000599164 3.74778e-07 -1.03694e-06 -4.07041e-07 -6.17856e-05 0.000168269 -1.75486e-05 9.11445e-05 -0.000484764 0.000272037 0.00117185 -1.63655e-05 -0.000575648 -0.0014829 2.67495e-05 -5.98164e-06 4.4857e-05 0.000231268 -0.000511686 4.57888e-05 0.000212025 -3.81193e-06 -2.60689e-05 -1.2795e-06 -3.80549e-05 -0.000216378
internal_weight=41.8516 41.321 41.3184 40.8088 1.57699 39.2318 39.2298 39.2283 28.7622 10.4661 28.239 9.95011 2.3783 7.5718 1.52634 28.2379 2.02105 1.01627 26.2169 25.708 6.04547 4.52863 1.51684 4.01816 3.51151 25.7067 25.1813 24.6748 23.6636 8.56574
internal_count=4034 3833 3804 3652 204 3448 3245 3114 2408 706 2164 668 100 568 75 2134 58 45 2076 2064 493 394 99 369 326 1345 1095 1058 1031 418
is_linear=0
shrinkage=0.1


Tree=722
num_leaves=31
num_cat=0
split_feature=15 4 23 22 9 6 3 3 6 10 5 5 9 22 20 2 0 6 22 23 6 2 5 6 2 7 15 0 2 21
split_gain=5.93456e-05 0.000154862 5.18642e-05 7.70198e-05 0.000710797 0.000902616 5.12809e-05 4.11998e-05 0.00024456 9.019e-05 0.00155628 0.00315499 0.000198014 0.000449821 5.17567e-05 0.000199143 0.000328731 9.79155e-05 0.000283157 0.000263949 0.00012648 0.000338805 8.21693e-05 7.31989e-05 0.000128718 0.000206762 9.15635e-05 0.000383145 0.000192735 6.69036e-05
threshold=46.435439118750004 346.42057500560003 -0.54466499999999995 -0.58287999999999995 216.0493559571 13.835323260100003 92.913112988300014 81.715684874950014 11.805275828400001 75.499969677400017 16.351273197450002 16.272347371850003 177.77223095870002 -0.095854999999999996 40.563919884450009 183.39255704500002 85.925810307250018 16.465384711100004 -0.059424999999999999 0.10661000000000002 16.235379337050002 137.02423825130003 20.769304081650002 16.505385645700006 97.254132369200008 22.996658327800002 31.233764884050004 94.047642319350018 114.12323913765002 3.8781687083500005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 8 -5 10 11 -9 13 -12 15 23 -17 20 -19 -20 22 -22 -16 26 25 -25 27 -14 -28 -30
right_child=1 6 3 7 -6 -7 -8 9 -10 -11 12 -13 14 -15 17 16 -18 18 19 -21 21 -23 -24 24 -26 -27 28 -29 29 -31
leaf_value=0.022771915462678576 -0.0020328361161282447 0.00081765255976957388 0.036717349512294127 -9.786235298604017e-06 0.074526404515550634 -0.067769390384048916 -0.00060686048262489564 -0.063400735703292618 -0.0023006831333549243 0.0013780193731214054 -0.011852269530288602 0.095500937111807668 0.0027099231803983303 0.079479268248978191 -4.604811942366016e-05 0.00019619717718142505 0.0032851495769859345 -0.00011656693943144162 -0.0034548774441653454 -0.00025526689983830178 0.0028877074241049367 0.00021474994338224575 -0.0013470513333685243 0.0027825450246484959 3.8651508104797812e-05 -6.9854785782559503e-05 -0.0022670524623339735 -0.0001344778413165904 0.00046957219836056964 -0.0005262424139612429
leaf_weight=0.0010021866844444052 0.51038830281189573 0.50445287812749462 0.0017778069358874707 4.5113302166061393 0.0013345365866639369 0.0015454847794558191 0.50639249416165955 0.0017452613144105502 0.51966516100198124 0.51124112443260017 0.0011702118443087748 0.0043988522975269007 0.52889173719813509 0.001000154969213342 7.5326564489200205 1.0028850335766026 0.52481302329363178 7.5405707596966423 0.52481423866707799 0.50680237411106077 0.53724015694399341 4.0415406594401588 0.51890098752080849 0.51671823705680642 2.4172509983757209 0.50005926332960371 0.52556224032036913 4.527177406741103 1.0147558680264412 2.0131097405646869
leaf_count=83 80 16 144 1054 45 44 52 62 230 126 428 8 68 173 274 11 111 187 72 25 163 110 82 53 57 9 88 96 42 41
internal_value=2.25797e-07 -0.000612909 2.33531e-05 2.27878e-05 0.0128811 -0.0118738 0.000104029 2.13025e-05 -0.000246419 5.94657e-05 4.00851e-05 0.0503642 3.1194e-05 0.0302354 2.93088e-05 0.000181799 0.00125735 -6.82965e-05 -0.000329148 -0.001883 0.000108743 0.000528375 -0.000129894 4.53673e-05 0.000435725 0.00137971 -0.000110333 0.000163062 -0.000499337 -0.000192506
internal_weight=41.8512 1.52123 40.33 40.329 0.00465783 0.00332329 1.01085 40.3243 5.031 35.2933 34.7821 0.00614411 34.7759 0.00217037 34.7737 13.5712 1.5277 21.2025 8.57219 1.03162 12.6303 4.57878 8.05156 12.0435 3.43403 1.01678 8.6095 5.05607 3.55343 3.02787
internal_count=4034 148 3886 3803 233 188 68 3570 1284 2286 2160 70 2090 601 1489 576 122 913 284 97 629 273 356 454 119 62 335 164 171 83
is_linear=0
shrinkage=0.1


Tree=723
num_leaves=31
num_cat=0
split_feature=12 4 4 7 18 15 22 22 22 22 18 21 19 20 15 4 4 23 20 15 15 20 16 15 20 19 22 23 22 3
split_gain=4.92987e-05 0.000108841 7.63428e-05 6.64953e-05 0.000239936 5.15802e-05 0.000258877 0.000237074 0.000373037 0.000365041 0.000285747 0.000160411 4.14116e-05 6.23346e-05 0.000643354 0.000355066 4.65741e-05 0.000168116 7.84594e-05 6.02114e-05 6.94117e-05 6.30863e-05 6.29458e-05 5.33011e-05 4.87136e-05 0.000157023 0.000129915 5.83885e-05 5.52866e-05 0.000104196
threshold=82.696898122450008 143.78867033265001 156.01728445355005 21.506492748250004 11.928667296000002 46.435439118750004 -0.62218499999999988 -0.58287999999999995 -0.50001499999999999 -0.25073999999999996 15.148411436800002 15.285239689500001 14.651182102100002 34.41230404325001 36.124429763000009 185.90055573720002 244.52697497700004 0.13041500000000003 36.893814626400008 25.621990087700002 26.583493790300004 43.752965619700007 22.674946976100003 33.423812040500003 38.064633603500006 14.251149826300002 0.086310000000000026 0.10661000000000002 -0.099639999999999992 93.14163192940002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 10 -9 -10 -8 -7 13 14 15 -11 17 18 -15 -18 -21 22 23 -22 25 -20 27 28 29 -26
right_child=2 -3 3 5 -6 11 7 8 9 12 -12 -13 -14 16 -16 -17 19 -19 24 20 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=4.3249474250445283e-05 -0.014555094366805585 -0.0017512557528586697 0.011743884941048829 -0.04572475623803543 -0.049055905064057506 -0.0019783543705933523 0.068650611682400095 -0.055867631904533789 0.045017635010968379 -0.0086942426171012829 0.0030392966808998334 0.00018922000459658297 0.00093421167215045238 0.0013012463930009517 0.051397020362374715 -0.087501439012194371 -0.0011641272212054362 0.0019083821397649322 -0.001857474087454435 0.001088643186272579 -0.0011838942681425338 0.00099294212607041899 0.00094429349905599956 -0.00014351880995717647 0.00023485487386626534 0.00057337581890588147 -0.0014754874998690914 0.0011745255500559175 2.2522198994948133e-05 0.0017706469283893383
leaf_weight=1.0058011979946586 0.0035927627948088006 0.50904817686553094 0.0014267681930676896 0.0012356696845817741 0.0011907884381105512 0.51719280447765115 0.0011076912508934935 0.0011931989801244871 0.0018049541108372527 0.001318415790542489 0.0016563355908441046 1.0045665192212139 0.51680135173287212 0.51736175220720326 0.0010508644700166769 0.0010094396700701591 0.51281408776600557 0.51705214955063539 0.51561008431466493 0.50641794158430897 0.51169311570654663 0.50774655713535821 0.51437111172029126 13.089577842246788 3.021450591819494 0.54833417737972923 0.51722459677444987 0.52095538288676735 15.962522362389036 0.51741053587125296
leaf_count=71 33 60 200 64 499 128 18 85 53 13 132 19 48 83 10 119 713 30 52 39 99 45 64 401 287 12 116 43 453 45
internal_value=2.7664e-07 -0.000559774 2.13099e-05 2.26084e-05 -0.0159154 2.36428e-05 4.60375e-05 4.74949e-05 4.54089e-05 4.71282e-05 0.0293332 -0.000547463 4.50362e-05 3.30331e-05 -0.0135491 -0.0428678 3.42319e-05 0.000125921 8.42583e-05 -9.84607e-05 -6.23407e-05 -0.0001022 -0.000141593 -0.000182659 5.51138e-05 -0.000604666 8.92902e-05 0.000129712 0.000101801 0.0004594
internal_weight=41.8505 1.51485 40.3357 40.3321 0.00261756 40.3295 38.8077 38.8065 38.8037 38.8025 0.00276403 1.52176 38.8007 38.2839 0.00337872 0.00232786 38.2805 22.6379 22.1209 15.6426 15.1298 14.6234 14.1156 13.6013 21.6035 1.06394 20.5396 20.0223 19.5014 3.53886
internal_count=4034 131 3903 3870 699 3171 3024 2960 2810 2725 150 147 2672 2624 142 132 2482 1121 1091 1361 648 609 564 500 1008 64 944 828 785 332
is_linear=0
shrinkage=0.1


Tree=724
num_leaves=31
num_cat=0
split_feature=12 17 4 7 18 12 21 12 19 21 2 3 20 7 23 12 2 14 17 3 15 21 4 18 5 16 20 14 10 17
split_gain=3.99134e-05 0.000109847 6.19756e-05 5.4659e-05 0.00019962 4.6919e-05 0.000212954 0.0044483 0.00189605 0.000142879 0.00549701 0.0144579 0.00346894 0.00174923 0.000104467 9.80401e-05 7.24738e-05 6.29863e-05 0.000129243 4.80147e-05 0.00032895 0.000179278 0.000109344 0.000110069 0.000103077 0.000109039 8.3684e-05 8.8027e-05 8.54093e-05 8.32834e-05
threshold=82.696898122450008 183.19621122360005 156.01728445355005 21.506492748250004 11.928667296000002 149.09269374785001 1.0000000180025095e-35 174.18091207835002 13.751109481500002 7.5757413081500014 96.242542698950004 85.538672336450006 41.571132012400007 22.907491544400003 0.10433500000000002 144.57070813310003 130.44142995155002 170.13250779355005 185.45496942040003 93.281431752200021 41.29990759910001 14.70115454445 244.52697497700004 13.4793103924 24.458659404000002 22.534947303500005 43.752965619700007 252.13492375955002 61.923256118600001 192.77618096940003
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 7 -7 -9 14 -11 -12 -13 -14 15 17 -8 18 -5 21 -21 22 23 -18 29 -26 27 -24 -29 -22
right_child=2 -3 3 5 -6 6 16 8 -10 10 11 12 13 -15 -16 -17 19 -19 -20 20 24 -23 26 -25 25 -27 -28 28 -30 -31
leaf_value=0.00010225166937913988 -0.013127386521583947 -0.0017000762833612245 0.010584151338940591 0.00020129212710986446 -0.045241841453840456 -0.094252265155183229 -0.0012455362626187089 -0.047708118972574862 0.072669113642955571 -0.0011074202128601993 -0.095082428306162772 0.08392470678927208 -0.018727076588199127 0.05775431895895447 -0.0013085261942968537 0.0015036745914335208 0.0013395744488470869 -3.8125336147223129e-06 0.0019162585703935194 -0.0026865257594875826 -8.108598708372426e-05 0.0018814570904616427 -0.0015022252583478867 0.00013536981272614198 8.4215600515551571e-05 -0.001990678743687566 0.0010907612803367458 0.0011061578387478845 -0.00022521675754158586 0.0009467370464144643
leaf_weight=1.006011905459913 0.0035855601485924584 0.50938123474504937 0.0014248982114399237 2.505511796825068 0.0011635606243189421 0.0041974749457806895 0.51003636778807049 0.0018333897145820441 0.0045699585923557606 0.52467918760654941 0.0070197831101692634 0.023839917972509284 0.0062329136319390077 0.005748420479701366 0.51650376401558062 0.50780420379098679 1.013998978640305 12.953896199699244 0.53290057161211724 0.51929509502862092 3.5144563661023085 0.51744716418103465 0.5135302416324955 3.0188133274301641 0.5002819299697876 0.51297532028890802 0.50650479163031903 0.50602100339892864 10.083998730421467 1.0163372897843315
leaf_count=69 33 62 200 28 499 47 33 176 37 125 70 35 25 17 78 47 21 579 102 65 74 174 40 80 2 111 251 20 873 61
internal_value=2.55276e-07 -0.000503579 1.91846e-05 2.03534e-05 -0.0145107 2.12861e-05 -7.35543e-05 -0.0142436 0.038203 0.000143958 0.00170484 0.0361469 0.0618636 0.0179673 9.19008e-05 0.000135738 -6.69467e-05 9.23024e-05 0.000502076 -3.98979e-05 -0.000279863 5.0137e-05 -1.04409e-05 0.000438152 -5.44379e-05 -0.000966228 -0.000166262 -0.000223603 -0.0001616 0.000149473
internal_weight=41.85 1.51539 40.3346 40.331 0.00258846 40.3284 22.7443 0.0106008 0.00640335 17.5841 0.56752 0.042841 0.0358213 0.0119813 17.0166 16.5001 22.7337 15.9923 3.03841 22.2237 6.06335 16.1603 15.6429 4.03281 5.54405 1.01326 11.6101 11.1035 10.59 4.53079
internal_count=4034 131 3903 3870 699 3171 2065 260 213 1106 272 147 77 42 834 756 1805 709 130 1772 313 1459 1285 101 248 113 1184 933 893 135
is_linear=0
shrinkage=0.1


Tree=725
num_leaves=31
num_cat=0
split_feature=15 15 20 5 9 22 17 20 7 22 18 8 22 20 12 14 14 22 5 13 13 8 5 13 21 20 15 0 21 8
split_gain=3.7394e-05 0.000139302 0.00165508 0.000239271 0.000143611 0.000702983 8.49462e-05 0.00107252 0.000161177 4.83786e-05 0.000246328 6.83152e-05 9.79422e-05 0.000211344 3.14349e-05 0.000217805 4.27666e-05 7.55434e-05 5.84414e-05 7.54188e-05 7.74342e-05 4.06274e-05 5.07825e-05 5.06627e-05 0.000243195 0.000712334 0.000108805 0.000102735 8.06818e-05 7.7488e-05
threshold=18.563284541500003 19.935988437250003 41.571132012400007 12.035423697300002 177.77223095870002 -0.093879999999999991 175.0619478289 40.00488309970001 22.870118039000001 0.22598000000000004 12.551858988050002 8.8430989333000021 0.12427500000000002 34.19870408380001 82.696898122450008 156.61564208075004 170.13250779355005 -0.085584999999999994 17.089764221050004 110.06278740240002 117.61735474900001 8.7431769115000026 22.728547566650004 117.60660091645001 9.1912342607000017 38.804080188450008 46.435439118750004 85.812895065800021 14.894616075700002 8.4434108459500017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 8 -6 10 -8 12 13 -12 -15 -16 17 -17 -19 -20 -21 23 -23 26 25 -25 27 -18 -29 -26
right_child=1 3 -4 4 6 -7 9 -9 -10 -11 11 -13 -14 14 15 16 21 18 19 20 -22 22 -24 24 29 -27 -28 28 -30 -31
leaf_value=0.00060214542260979612 -0.080689114788731017 0.038226699356047306 0.070545889760554537 -0.017547207615435687 0.027095849984176947 0.084465263961220199 0.045903400814043406 -0.057359293328164918 0.079626092181416183 -0.00097863109341765251 0.034137985144465949 -0.0011383848477584555 0.001315199804737249 -0.00045900360249427966 0.032184216770728843 0.0014578275716391371 0.0014243776807976363 0.00076577938521784413 -0.00077915826788601508 0.0013169935513228643 -0.00043580917406516858 0.00090461187478086281 -9.9086006743785617e-05 0.00030830048852446108 -0.00037473542675800904 -0.004350838008638047 -0.0014498424909758633 1.7522699666080944e-05 -0.0012433010877715405 0.00063844553372111024
leaf_weight=1.0075945876148953 0.0018468259970100672 0.0016362330937188521 0.0011898311670843348 0.0017207445335481741 0.0010774122929361188 0.0011121026670162506 0.0011687362836018114 0.0013085965317900516 0.0012756764053367675 0.51695614574782567 0.0018123082927620207 0.52616810191893293 0.56552600664735919 1.5115113000781466 0.0021033957250428106 0.51264322561468167 0.51109227377741717 1.0100236520811443 1.0054654533614669 0.50652901772264136 0.50164823769227951 1.0136026397872222 1.0028148648392656 0.8618187460815534 1.5091745460195514 0.52992745899148264 0.51314333585987171 26.19791973746629 0.51756288365061109 1.5102255422231889
leaf_count=1073 113 250 60 357 16 141 21 61 25 70 28 116 73 34 13 83 67 17 21 27 13 24 26 10 29 78 87 1008 69 24
internal_value=3.26576e-07 -1.45214e-05 -0.0214318 -1.29288e-05 -1.4461e-05 0.0225003 -1.6023e-05 0.0152144 0.055574 -1.73889e-05 -5.06202e-06 -6.39305e-06 8.57804e-06 -1.0263e-05 -1.18411e-05 6.08434e-06 4.28919e-06 0.000335337 0.000145026 -0.000166337 0.000444835 -2.99742e-05 0.000405448 -5.72828e-05 -0.000372074 -0.00146573 -7.2249e-06 1.99643e-05 -6.90342e-06 0.000132031
internal_weight=41.8476 40.84 0.00303666 40.837 40.8353 0.00283285 40.8325 0.00366169 0.00235309 40.8288 40.3119 40.3107 39.7845 39.219 39.2172 37.7057 37.7036 3.53631 3.02367 2.01364 1.00818 34.1673 2.01642 32.1509 4.41115 1.39175 27.7397 27.2266 26.7155 3.0194
internal_count=4034 2961 173 2788 2538 498 2040 102 41 1938 1868 1847 1731 1658 1630 1596 1583 161 78 61 40 1422 50 1372 141 88 1231 1144 1077 53
is_linear=0
shrinkage=0.1


Tree=726
num_leaves=31
num_cat=0
split_feature=20 15 22 4 20 22 10 3 15 9 16 10 8 9 13 3 21 5 5 6 16 15 6 12 3 15 18 18 17 7
split_gain=4.28016e-05 3.02627e-05 5.86572e-05 5.64911e-05 0.000428924 4.71656e-05 2.52993e-05 0.000311371 0.00903626 0.00539362 0.00508026 0.00540581 0.001128 0.000676565 0.000267052 0.00739594 0.00296224 6.40613e-05 4.90885e-05 0.000108379 0.000372077 9.75381e-05 0.000203298 6.04456e-05 0.000105276 0.000430428 8.70441e-05 7.48653e-05 0.000314887 5.29742e-05
threshold=32.724174661450007 18.563284541500003 0.22598000000000004 137.02556730370003 34.19870408380001 0.13006000000000004 66.590419433100024 83.538459487450012 29.593577021650002 207.69346988305003 19.199955102150003 70.332753150650021 7.943800736700001 189.46063690070002 116.72209819155002 89.356282881700011 3.5904861669000003 20.204934414350003 20.204934414350003 16.355382140900002 22.614947116400003 35.965617804200001 16.565387047600002 132.14048730010003 93.281431752200021 41.29990759910001 13.327513832500001 12.949585557300002 190.25644477395002 24.054467534550003
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 -8 -9 12 11 -11 13 -10 15 16 -6 -14 -16 20 29 22 -21 27 26 -26 -25 -23 -29 -20
right_child=1 2 -4 4 5 -7 7 8 9 10 -12 -13 17 -15 18 -17 -18 -19 19 21 -22 23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.020621270982163459 0.00054232680593799081 0.015033036870516187 -0.0010692096935209876 0.047147962136530608 0.025408738776987412 0.00090251929620549336 -2.6532852796958941e-05 0.00061666974237985922 0.0346992876403849 0.086803258687232737 -0.10009364391893714 -0.10002887612243745 -0.10010459790770379 -0.071616002116390146 0.000415713308522573 -0.00011132302662049978 0.10003419746968818 -0.08216570617082336 0.00098225221805579377 -0.0023719794278321675 -0.0030166858240309514 -0.00011180759941748244 -6.5535941562406237e-05 0.00089746935446156136 -0.0030646454111142242 -7.0306215921086892e-05 7.1754853631226324e-05 0.002961127912756014 0.00011249995813011704 -0.00046404239484059947
leaf_weight=0.0010064811926885344 1.0071888189290295 0.0024998874621918734 0.51867024629926461 0.0019294599442564167 0.011524599580186368 0.56819229056664866 13.557319935674185 0.53571285602511898 0.0010738484846418697 0.0062763946116319858 0.0037009735308402023 0.002055962396319444 0.014185647128556411 0.0013524362860835026 2.5120407123067734 0.52781527275363915 0.0098787568290390482 0.0023156528593517569 0.50751368206561653 0.51270784776448941 0.5264801796262758 1.3607995397666184 1.5008941922878682 1.5178154093009641 0.5255960344674645 5.5414616789067832 8.0357114810467447 0.52286839561384146 1.504924695484078 0.50549327846638903
leaf_count=198 987 39 131 42 29 102 614 253 13 14 16 74 137 29 46 403 29 12 41 42 80 30 145 25 70 218 78 33 68 36
internal_value=3.19158e-07 8.15149e-07 -1.25399e-05 1.05289e-06 1.20831e-07 -2.13561e-06 -1.50677e-05 -0.000122526 -0.0024191 -0.0549466 -0.00260011 0.0407035 -0.0882263 -0.024562 4.41646e-05 0.00222549 0.0598523 -0.0975872 -3.61444e-06 -5.03016e-05 -0.000860215 9.00789e-06 -0.000652808 7.91126e-05 -3.94163e-06 -0.000329709 0.00020294 0.000461972 0.000847021 0.000260547
internal_weight=41.847 41.846 40.8388 40.3201 40.3176 40.3157 39.7475 14.124 0.566674 0.0309609 0.0120333 0.00833236 0.0189276 0.00242628 25.6235 0.549219 0.0214034 0.0165013 25.0743 22.5623 1.53949 21.0228 2.0136 19.0092 15.6206 6.06706 9.55353 3.38859 2.02779 1.01301
internal_count=4034 3836 2849 2718 2679 2637 2535 1162 548 295 104 88 191 42 1373 461 58 149 912 866 157 709 187 522 391 288 103 131 101 77
is_linear=0
shrinkage=0.1


Tree=727
num_leaves=31
num_cat=0
split_feature=8 19 15 22 22 23 21 21 21 6 17 15 7 16 20 23 22 21 20 23 17 21 21 14 12 21 9 22 23 23
split_gain=4.82914e-05 5.56743e-05 0.000101922 0.000174661 0.000112726 0.000296784 0.000429279 0.00012755 0.000329781 0.000112956 9.31508e-05 0.000113891 0.000256963 7.74371e-05 0.000103842 0.000537275 0.00049033 9.34871e-05 8.35213e-05 0.000353363 5.24079e-05 5.08633e-05 9.23864e-05 8.47795e-05 0.000123628 4.94095e-05 4.29541e-05 3.68321e-05 7.00207e-05 6.50006e-05
threshold=8.8430989333000021 14.351157895250003 46.074827201850006 -0.086139999999999994 -0.078649999999999984 0.087795000000000026 14.946136646400001 12.377125061300001 5.7087410616000005 16.405383309150004 192.61429575720004 41.800301886400014 22.356277907050004 22.594947163200004 34.41230404325001 0.096995000000000012 0.17076500000000003 12.706368345750002 41.50623664750001 0.41214500000000009 199.59317753375004 8.9626214023500008 7.9499782602000009 179.86971370815004 221.60958460755003 6.9016076392500008 193.67618212375001 -0.101395 0.09013000000000003 0.10608500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 4 -4 9 6 -6 8 -7 -3 11 12 -11 14 15 -1 -17 21 26 -20 -12 22 25 -23 -25 27 -15 28 -16 -29
right_child=-2 2 3 -5 5 7 -8 -9 -10 10 20 -13 -14 18 17 16 -18 -19 19 -21 -22 23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.022825399973659968 -0.00094832839875375941 -0.0014381408570410322 0.00053784261949871347 -0.0020807784233846677 0.0041151485153963817 0.00015660224438074878 3.5021885998571502e-05 -0.00025200442551248203 0.0029860540113328857 -0.00022297706232884829 -0.0003952409897430354 -0.00011188536727475467 0.0029474893514623065 -0.00051493775614971178 0.00012641777245138514 -0.0033784244082990843 -0.10004165729861268 0.0013498696411164729 -0.003146506631585921 7.0523827113959519e-05 0.00043744939936536041 0.0004962532746568977 0.0013552449785699237 -0.0021814307206570837 1.7489694204262734e-05 -0.00097450732905639064 0.00010522173408032921 -2.4344659665388345e-07 0.0014106949858238833 -0.0011465259378088965
leaf_weight=0.0018703715264117007 0.5299259734410019 0.52400080354574541 0.50475509757476189 0.5141819516071251 0.52552583126793873 1.9233223157716568 0.50629285174636607 2.5094175430567702 0.52419836436386891 0.50315913772922749 3.0113577144516057 1.0028893142161903 0.51965708549141709 2.0079575694362566 2.5092432776832245 0.0010680409473578234 0.0010316557318721942 0.5177942903840379 0.51823320794485961 1.0008333296318597 1.0091272231370565 0.50329129523505889 0.51462556114847302 0.51471091950434 0.50805554380028228 0.50906156682667258 2.5166720470163 15.088110056409116 0.5109813683960901 0.51146009378626978
leaf_count=234 201 97 48 69 126 56 14 32 46 24 40 13 38 26 626 25 20 388 72 7 38 15 114 270 141 153 51 830 174 46
internal_value=2.20006e-07 1.23872e-05 0.000178301 -0.000783581 0.000256341 0.000570143 0.00211311 0.000248964 0.000762601 -2.96909e-05 9.23742e-05 0.000645347 0.00138783 -6.88372e-05 1.93628e-05 -0.0161521 -0.0508725 2.23232e-05 -0.000385394 -0.00102697 -0.000186239 -1.01478e-05 3.3056e-05 -0.00056627 -0.00108912 -2.51494e-06 -0.000169995 2.40591e-05 0.0003437 -3.78264e-05
internal_weight=41.8428 41.3129 13.5779 1.01894 12.5589 5.98876 1.03182 4.95694 2.44752 6.57019 6.04619 2.02571 1.02282 27.735 21.6913 0.00397007 0.0020997 21.6873 6.0437 1.51907 4.02048 21.1695 19.6435 1.52606 1.02277 19.1289 4.52463 18.6198 3.02022 15.5996
internal_count=4034 3833 641 117 524 274 140 134 102 250 153 75 62 3192 3036 279 45 2757 156 79 78 2369 1943 426 411 1829 77 1676 800 876
is_linear=0
shrinkage=0.1


Tree=728
num_leaves=31
num_cat=0
split_feature=8 19 5 13 6 15 6 22 2 2 21 21 16 20 23 16 17 15 7 21 2 23 15 8 9 6 23 20 21 6
split_gain=3.90921e-05 4.51241e-05 9.50191e-05 8.28949e-05 0.000210055 0.000100652 8.39326e-05 7.07938e-05 0.000230388 0.000547772 8.36841e-05 6.70417e-05 6.26934e-05 8.79151e-05 0.000458245 8.31445e-05 0.00019329 0.000329032 7.96681e-05 7.57997e-05 6.90771e-05 0.000165688 5.94398e-05 8.19083e-05 7.1551e-05 9.80924e-05 0.000221843 4.4324e-05 6.12998e-05 0.000182246
threshold=8.8430989333000021 14.351157895250003 20.204934414350003 116.86189801435002 16.355382140900002 35.965617804200001 16.605387982250004 -0.067109999999999989 197.87172150825003 102.94361713510001 14.629285661800003 12.706368345750002 22.594947163200004 34.41230404325001 0.096995000000000012 22.634947069650003 185.45496942040003 34.139075990150012 23.314707969200004 12.706368345750002 78.595990734650016 0.11148000000000002 36.742238227650013 8.543332867800002 197.02865361825005 16.555386813950005 0.11002000000000002 40.280372415600006 3.4801976177500005 14.275333540900002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 -4 -5 6 -6 11 9 -9 -10 22 13 14 -1 16 -14 -18 20 27 -17 -22 23 -7 25 26 -24 28 -15 -30
right_child=-2 2 3 4 5 7 -8 8 10 -11 -12 -13 15 19 -16 18 17 -19 -20 -21 21 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.020650910483654947 -0.00085296403595102449 0.0014832812274988257 0.0013482780324986048 -0.0018927940711497141 -0.0017212379315059132 0.0015046830417582138 0.00010428026640669266 -0.00045755844001446795 0.00057723917870357332 0.0040589151039135667 -0.0012386534319451655 0.00049077349203243304 0.00011614169386638587 -3.0695417642128804e-05 -0.048282329470288689 6.1800562699063232e-05 -9.114105516336194e-06 -0.0036037548947684007 0.00036198503891987969 0.0012160303141517019 -0.0023717900450045425 0.00018257279236995132 -0.0028344467201522174 -0.00029894634247785008 0.00013900686466188916 -7.24213318360202e-05 0.00012477861780771824 9.900138130217989e-05 -0.00011239883646269962 -0.0022724612858640589
leaf_weight=0.001861106253887467 0.53023752549460468 0.52219291605979279 0.51722087030918729 0.52949125898034211 0.50693195797521073 0.50789831419751308 0.50054596465633949 0.54332671700104096 0.51004602063602555 0.53095525498318352 0.50511004933582626 3.0146727756486911 1.0019626674236142 5.5513483498594454 0.0020014413583833157 1.0007124966550698 0.49996953457593896 0.5189456259385139 2.0076960657856944 0.51733449106584828 0.51357312393580679 0.50230222447670769 0.51243931688457267 0.49932306779373903 2.5120975725164882 1.3629102996883373 0.50101858857874504 13.584421821392629 1.5065436663737608 0.52730699130517122
leaf_count=234 201 76 55 113 42 67 8 4 34 62 17 36 13 538 45 9 2 40 40 388 43 9 44 4 54 20 5 1512 190 129
internal_value=2.14353e-07 1.11648e-05 0.000160547 0.000107634 5.64496e-05 0.000142406 -0.000814264 0.000230028 0.000753916 0.00177467 -0.000326292 0.000107179 -6.19545e-05 1.74152e-05 -0.015068 -0.000346743 -0.000870087 -0.00183991 -8.39355e-05 2.0102e-05 -0.00052789 -0.00110878 -8.89659e-05 0.000610546 -0.000233094 -0.000626447 -0.00137151 -9.12359e-06 -0.000202766 -0.000672428
internal_weight=41.8424 41.3122 13.5762 13.054 12.5368 12.0073 1.00748 10.9998 2.08944 1.07428 1.01516 8.91036 27.736 21.6908 0.00386255 6.04516 2.02088 1.01892 4.02428 21.687 2.01659 1.01588 5.89569 1.00722 4.88847 2.37637 1.01346 21.1696 7.5852 2.03385
internal_count=4034 3833 641 565 510 397 50 347 117 66 51 230 3192 3036 279 156 55 42 101 2757 61 52 194 71 123 69 49 2369 857 319
is_linear=0
shrinkage=0.1


Tree=729
num_leaves=31
num_cat=0
split_feature=15 7 19 13 3 22 0 8 8 22 23 2 2 22 10 13 4 18 22 18 18 21 16 18 18 23 17 0 7 6
split_gain=3.78961e-05 0.000161877 5.64068e-05 0.000152892 0.000239815 0.000211872 4.10279e-05 3.26731e-05 5.05798e-05 0.000118518 0.00044356 8.2876e-05 5.49894e-05 0.000524959 5.00835e-05 0.000196636 8.17751e-05 9.07768e-05 8.10816e-05 6.83423e-05 0.000146691 0.000121156 6.335e-05 7.01261e-05 9.08275e-05 0.000103798 4.21962e-05 0.00042887 4.55649e-05 5.9331e-05
threshold=46.435439118750004 23.514778597300005 14.651182102100002 98.050756475600011 76.172084209950015 -0.13509999999999997 86.692020874450009 8.8430989333000021 8.7431769115000026 -0.59260499999999994 0.097450000000000023 74.580378076100018 41.467794892200004 -0.50001499999999999 61.987779113750001 117.62810858150002 273.85977434290004 13.258241318650002 -0.084275000000000003 13.077716774800001 12.971888692100002 14.894616075700002 22.654947022900004 13.192618516750001 13.276755824150003 -0.12244000000000001 200.93854407600003 94.773526014550015 22.938075114600004 14.845346859150002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 -1 -3 8 9 10 -6 -10 -11 -14 15 -15 17 18 -17 20 -16 22 23 -21 25 -25 28 -28 -26 -30
right_child=1 6 -4 4 7 -7 -8 -9 11 12 -12 -13 13 14 19 16 -18 -19 -20 21 -22 -23 -24 24 26 -27 27 -29 29 -31
leaf_value=0.0088574598173881674 -0.0019406830880207247 -0.0003926580660873958 0.0010548423845589375 -0.046988384945232151 -0.023052843090033533 -0.050583505239674101 0.00088113124983128864 -0.00077598502614194341 -0.0002545153479915759 0.021721093585034962 0.07030489803401628 0.00091722029721581257 -0.063759106883302705 -0.0021596822671851811 9.8192561144144752e-05 0.0010983850669420484 0.0010907328931328631 -0.0014971462433232118 -0.00028927482919325129 -0.0011772146953505605 0.0020555089039552129 -0.0015257001752431538 0.00065106449130844545 -9.0076952567124568e-05 -0.00089398952720793159 0.0019323699803526176 -0.0029751148892904521 2.0535471828784331e-06 -9.8385414013919109e-05 0.00024516908875771352
leaf_weight=0.0010529024858305387 0.51079131820724688 0.5065067306573694 0.51865395131698377 0.0010858223177113704 0.0010072810975277893 0.0013930190828758378 0.50494538405814637 0.52454646495436108 1.00138661932533 0.0011641260357596597 0.0010286345805070596 1.519680589398831 0.0012918331868679847 0.5165842152625818 1.5070325783271523 0.51015140585931584 0.51455233989551974 0.50648140087196214 2.4114404889437537 0.50780674416362614 0.51331763909773442 0.51513757490970036 1.5150781826139326 0.49971083015771001 0.50800641872134988 0.5156083855188196 0.53034466235188826 5.5202031383083652 10.573955669775648 9.5820105850664685
leaf_count=575 84 46 67 52 40 611 18 153 9 14 31 49 116 366 73 95 49 10 51 42 46 111 56 3 98 56 156 213 469 275
internal_value=2.17803e-07 -0.00048957 1.87094e-05 5.2074e-06 6.7439e-06 -0.0249958 0.000243253 8.0261e-06 1.84977e-05 -1.12254e-05 0.0241156 0.000451798 -1.2562e-05 -1.32505e-05 -1.10095e-05 -0.000325152 -8.47821e-05 -0.000261226 -4.69697e-05 3.23756e-05 0.000595495 -5.21208e-06 2.11136e-05 -1.26861e-05 8.63946e-06 0.00093698 -2.66433e-05 -0.000258902 4.13637e-05 6.49381e-05
internal_weight=41.842 1.52224 40.3197 39.8011 39.7986 0.00244592 1.01145 39.7975 39.273 36.7519 0.00203592 2.52107 36.7499 36.7487 36.7474 4.45921 3.94263 3.42807 2.92159 32.2882 2.02035 30.2679 29.7527 28.2376 27.7298 1.01532 26.7145 6.05055 20.664 20.156
internal_count=4034 148 3886 3819 2633 1186 64 2581 2428 2370 71 58 2299 2285 2169 571 205 156 146 1598 119 1479 1368 1312 1270 59 1211 369 842 744
is_linear=0
shrinkage=0.1


Tree=730
num_leaves=31
num_cat=0
split_feature=12 4 15 21 19 22 22 6 22 5 5 8 5 6 7 13 20 20 22 15 6 22 15 21 23 7 21 17 6 6
split_gain=3.13171e-05 5.54894e-05 3.06455e-05 0.000162007 4.5399e-05 3.059e-05 0.000194244 0.00073686 0.000153474 0.000164624 0.000192506 0.000156665 7.1698e-05 0.000112679 6.15586e-05 0.000125262 0.00011376 6.05922e-05 5.79066e-05 6.78118e-05 9.78291e-05 0.000109515 5.94344e-05 0.000255111 0.00155687 0.00024533 6.93031e-05 0.000111716 6.32599e-05 0.000236607
threshold=63.174563425750001 142.34057910165004 46.435439118750004 15.285239689500001 14.651182102100002 -0.053159999999999992 -0.067109999999999989 14.865347326450001 -0.041369999999999997 23.195398057700004 22.053438739150003 8.543332867800002 21.500664456800006 16.495385412050002 24.054467534550003 113.0174028878 38.179089776100007 39.664548207900005 -0.073609999999999995 42.493282152450007 16.505385645700006 -0.122095 41.492094664050008 0.17201659740000003 0.09551500000000003 24.268610899850003 14.412800938450001 188.10488866565001 16.265380038000004 14.515339148550002
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 -8 -7 10 11 12 13 14 15 -10 -16 -18 19 22 21 -21 23 24 25 -3 28 -28 29 -25
right_child=1 2 3 -5 -6 8 7 -9 9 -11 -12 -13 -14 -15 16 -17 17 -19 -20 20 -22 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-0.012681733097521981 0.015530779413087262 0.091923345873841933 -0.001878198968337059 0.00029956394894972585 0.00094699014510582578 -0.0010562273527322135 -0.00042690494218710528 0.0041697656283788773 -0.0017932238034756313 0.0017547904757902215 -0.0018733284115560887 0.0017074105287199087 0.0011102429952976592 -0.0015666412489040715 0.001569568524378972 -0.00014612954918082925 -0.0010207458533131168 0.00011361500772157573 -0.0010509319419534288 -0.00014648049694375871 -5.2344815234806805e-05 -0.002228521010516652 0.00085623798750161903 -4.7269792224925314e-05 -0.057985979704397395 0.03637659034949349 -0.00019801151507175025 0.0018979493686943788 0.00015022930989450046 -0.0022642238273996372
leaf_weight=0.0019471088169201725 0.0023006162721362902 0.0015531094728582209 0.51740940064941199 1.005297263450174 0.5177064106398096 1.5211996577785001 1.0078708257478712 0.53324825765322703 0.5144591049344357 0.51491845303851214 0.56559330439560618 0.52248784630295908 0.5064431855084458 0.50525616991217326 0.5163526509911448 4.5043058735973318 0.50752225356712433 6.5228872317785731 0.5104388220939694 0.50081472693591444 2.8629975784931503 0.50981190755758288 1.0106270190001385 4.5277837955374247 0.0015784689746972946 0.0016291902290939131 0.50477906231027503 0.51248488415213789 10.071022578339523 0.5386846084491913
leaf_count=31 31 217 129 19 57 49 60 72 149 222 69 54 22 9 147 34 62 386 64 13 29 69 22 876 63 100 89 120 456 314
internal_value=2.09821e-07 8.00008e-07 -5.39817e-08 -0.000440431 1.65794e-05 4.47588e-06 7.90316e-05 0.00116361 -9.86224e-05 -2.66148e-06 -6.4368e-05 8.19634e-06 -5.71939e-05 -0.000102428 -4.35521e-05 -0.000314968 0.000136946 3.1726e-05 1.48486e-06 2.70123e-05 -0.000350924 -0.00119677 0.000112276 6.57479e-05 0.023211 0.063486 5.8927e-05 0.000857907 5.23421e-06 -0.000282984
internal_weight=41.8414 41.8395 41.8372 1.52271 40.3145 39.7968 23.0953 1.54112 16.7014 15.1802 14.6653 14.0997 13.5772 13.0708 12.5655 5.01876 7.54676 7.03041 21.5542 21.0438 3.87362 1.01063 17.1701 16.1595 0.00476077 0.0031823 16.1548 1.01726 15.1375 5.06647
internal_count=4034 4003 3972 148 3824 3767 2564 132 1203 1154 932 863 809 787 778 183 595 448 2432 2368 111 82 2257 2235 380 317 1855 209 1646 1190
is_linear=0
shrinkage=0.1


Tree=731
num_leaves=31
num_cat=0
split_feature=12 12 2 19 3 7 6 21 21 20 20 20 12 3 21 15 21 9 16 9 17 18 22 5 7 18 9 2 23 23
split_gain=3.34033e-05 0.000119252 8.68969e-05 0.000205042 7.8956e-05 0.000139779 0.000591303 6.12723e-05 5.8666e-05 0.000116919 6.83899e-05 6.32678e-05 6.00836e-05 5.68266e-05 0.000247847 0.000217315 0.00015832 0.00276654 0.000991295 0.000444231 0.000110276 0.000109614 0.000106107 0.000112824 8.0994e-05 7.93537e-05 6.42165e-05 4.87977e-05 4.3894e-05 0.000127327
threshold=149.09269374785001 144.57070813310003 135.72285180265001 14.551174033150001 93.394346993650018 22.381996090050006 16.435384010100005 10.628103601550002 1.9176293050000004 36.620308449100001 38.400997490450003 38.903925214650009 86.968866757150025 93.281431752200021 14.70115454445 41.29990759910001 1.0000000180025095e-35 210.14471305145003 19.844953593850004 214.13952837625001 188.95754880325003 13.276755824150003 0.022350000000000005 24.346375512250003 23.150522195450005 13.4793103924 195.41812862360004 62.147615758400008 0.090735000000000024 0.10828500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 7 -6 -7 8 9 27 -10 -12 -13 14 16 -15 17 18 -4 -19 -18 -22 23 -17 -23 -26 -27 -1 -28 -30
right_child=2 -3 13 -5 5 6 -8 -9 10 -11 11 12 -14 15 -16 22 20 19 -20 -21 21 24 -24 -25 25 26 28 -29 29 -31
leaf_value=-0.00066150328833690483 -0.0023777462203351226 0.0016017032504743588 -0.013027493775116795 0.00045788488208647703 -8.3357105046789337e-05 -0.0002158635895486033 0.0039127817987712407 -0.0011109476503416578 0.0011885833606819268 -0.0018058180167263257 -0.0010740401159602274 0.001128440357019315 1.7061921918123326e-05 -0.0022544803586524347 0.0022198134608863575 -9.5770008967853762e-05 -0.001467865292165431 -0.10007255858069847 0.10003017891289748 -0.015478210591000872 0.0014754008051556904 -0.0012579368035528342 0.0012578729306267316 -0.001660994211421544 0.00060545828725016887 -0.0011755845775673292 0.0001263953955148031 0.0007258563472496703 -0.0012449011799523665 4.1826431624075493e-05
leaf_weight=0.50380466634958776 0.51865856040605673 0.51304543175713746 0.0010707908979997729 0.50163415643627296 1.9134228430797464 1.0142425351008908 0.52720943761960359 0.51813486792170849 0.51953380381326653 0.52154459284700183 0.5092361540514635 0.50784687324680611 11.5418687284591 0.51971351186632109 0.51450029394204833 4.5197646273135206 0.50746477255036815 0.0015000249739429705 0.0028126285412781726 0.0010590258077849413 0.5076047133916316 0.50966604391002235 0.51044730676639449 0.51276533380206402 2.0140873873460796 0.50658166565476825 7.0487207883500416 0.5103378018707837 1.0329660959234734 3.0098945888573345
leaf_count=27 79 91 166 4 486 34 61 114 95 122 20 49 487 270 189 91 320 12 22 41 10 42 35 131 22 297 394 93 162 68
internal_value=2.25622e-07 9.77195e-05 -8.16601e-05 -0.000983588 5.62064e-05 0.000487549 0.00119622 -4.22739e-05 -4.38482e-06 -0.000589086 6.42712e-05 1.77611e-05 6.3902e-05 -3.92934e-05 6.13547e-05 -0.000299234 -1.19793e-05 0.0156609 0.0688563 -0.0650644 -1.86499e-05 3.16201e-05 -0.000115909 -0.000255251 -2.02758e-05 2.60644e-05 -7.45507e-05 3.66452e-05 -2.42636e-05 -0.000286937
internal_weight=41.8411 19.1002 22.7409 1.02029 18.5872 3.45487 1.54145 15.1323 14.6142 1.53569 13.0785 12.559 12.0497 21.7206 15.6579 6.06269 15.1434 0.00644247 0.00388342 0.00255905 15.137 14.6295 5.54298 5.03253 14.1219 13.6123 11.5982 1.01414 11.0916 4.04286
internal_count=4034 1679 2355 83 1588 581 95 1007 893 242 651 556 536 2272 1745 527 1556 241 188 53 1315 995 257 222 985 943 921 120 624 230
is_linear=0
shrinkage=0.1


Tree=732
num_leaves=31
num_cat=0
split_feature=15 0 6 13 20 5 3 9 17 6 10 3 19 16 19 23 23 7 9 2 21 22 9 22 7 22 23 6 20 7
split_gain=3.15146e-05 4.13571e-05 0.000271491 4.93611e-05 4.57255e-05 0.00197186 0.000290879 3.48703e-05 9.22876e-05 0.000458835 7.52042e-05 0.00023355 8.31476e-05 5.56454e-05 5.11744e-05 4.83111e-05 0.000143132 0.000335938 9.27047e-05 0.000420569 8.18644e-05 6.97238e-05 0.000247809 6.98098e-05 0.000116443 7.37601e-05 6.61959e-05 0.000152899 4.2087e-05 6.81702e-05
threshold=20.729785921300003 97.991610396700011 11.260263094250002 104.08096806215002 37.828051409500013 16.351273197450002 85.63276837105002 204.89606367675003 197.78839148195001 16.100376182700003 67.074341896550024 92.058183302850011 13.451085274650001 22.654947022900004 14.551174033150001 0.091645000000000018 0.088145000000000015 23.397000037200005 199.68228938305 173.34516805710004 2.6684450811500002 -0.046635000000000003 200.17144541975003 -0.077729999999999994 22.649177329550003 -0.08786999999999999 0.10249000000000003 16.465384711100004 40.984321400500008 23.150522195450005
decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 -6 -5 8 15 -10 11 -9 -12 14 -13 16 20 -18 26 -20 -7 23 -23 25 -25 -22 27 -17 -28 -30
right_child=1 2 -4 4 5 7 -8 10 9 -11 12 13 -14 -15 -16 18 17 -19 19 -21 21 22 -24 24 -26 -27 28 -29 29 -31
leaf_value=0.00044810888243547974 0.00099248819910546316 1.9884769370018813e-05 -0.0024621204406749578 -0.0010545132843216866 0.059200432577814259 0.001241249315965416 0.0022816533744716623 0.0023847264814242722 -0.00011136420149406869 -0.0032632949733910621 -8.6512903764559014e-06 8.2981558604500123e-05 -0.0013767189292057725 -0.00082227109547266793 0.00090511883008630623 0.0019824408510860209 -0.0031072657843028398 -0.00016091459191563636 0.0031654652208413566 -0.00033392080778532032 -1.5882785057217728e-05 -0.002360920298605085 0.00075189384497531151 -0.00021760504998029749 0.0013034313692381512 -0.0012942100586605136 -0.00039502362507790848 9.5121967869635145e-05 0.00078623818437868667 -0.00015817673877980765
leaf_weight=1.5142799497033284 0.50921062567534292 3.0070918814362497 0.51638607390499203 0.51073476070409884 0.0056219796692066329 0.51503133914992005 0.53522568340929055 0.52962553146835567 3.5166659007397998 0.53167968517236186 3.5179746748041758 3.0095512126659827 0.50846771458918727 0.50663208465864773 1.011612907626479 0.51762183552848595 0.52100501203596694 1.5043546826682357 0.52055481625055122 1.0094174243207588 4.0131454452331079 0.51977647798197935 0.50347203877754509 0.99961817357689176 1.0137199224700451 0.50857661991830116 3.4184826599830558 2.5143900352741611 1.0249487704696099 3.0055890090661705
leaf_count=1322 139 215 189 74 38 168 253 101 101 109 166 83 44 74 23 63 62 24 42 21 312 144 6 8 33 44 46 48 59 23
internal_value=2.42512e-07 -1.65752e-05 -0.000343867 1.47596e-05 1.04174e-06 -1.82939e-05 0.000652628 -2.77408e-05 -8.63587e-05 -0.000525315 0.000141057 0.00039779 -0.000181414 0.000165374 0.000289808 -5.98461e-06 -0.000167194 -0.000918836 0.000129558 0.000856704 2.13711e-05 -6.17527e-05 -0.000829313 5.84306e-05 0.00054824 -0.000159661 2.34124e-05 0.000417323 -0.000136923 8.1984e-05
internal_weight=41.8405 40.3262 3.52348 36.8027 36.2935 35.2475 1.04596 35.2419 26.158 4.04835 9.08386 5.05742 4.02644 4.5278 4.02116 22.1097 10.0987 2.02536 12.011 1.52997 8.07334 7.55831 1.02325 6.53506 2.01334 4.52172 10.481 3.03201 7.44902 4.03054
internal_count=4034 2712 404 2308 2169 1842 327 1804 1313 210 491 281 210 180 106 1103 801 86 302 63 715 547 150 397 41 356 239 111 128 82
is_linear=0
shrinkage=0.1


Tree=733
num_leaves=31
num_cat=0
split_feature=19 15 22 18 15 13 22 2 13 16 15 15 6 21 4 21 19 8 22 7 6 6 21 8 10 10 9 8 18 21
split_gain=4.28928e-05 8.69186e-05 0.000142141 9.81583e-05 0.000204604 0.000176477 0.000112202 0.000224345 0.000141411 0.000224692 9.36795e-05 0.000241264 0.000625102 7.50129e-05 7.16388e-05 7.12752e-05 9.20007e-05 0.000202295 6.66566e-05 5.38697e-05 9.27589e-05 0.000475327 0.000136601 0.00336042 0.00555559 0.00669232 0.000838954 0.00033702 8.55698e-05 0.000249504
threshold=14.351157895250003 46.074827201850006 -0.086139999999999994 13.843998451900001 34.139075990150012 117.47755492620001 -0.095204999999999998 118.06771887965002 117.49368567500001 22.634947069650003 37.491361913600009 40.800303470200006 16.385382841850003 3.8781687083500005 137.02556730370003 14.136086967800003 14.451165964200003 8.6432548896500023 -0.102645 24.002506000500002 14.845346859150002 16.485385178400005 6.9016076392500008 8.543332867800002 75.408562100950022 75.634392583900009 212.96061447425004 7.8438787148500007 13.946975448150001 3.3335862513000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 3 -3 4 -2 -5 7 13 9 -8 -10 12 -12 -6 -1 16 -13 -18 -15 28 22 -22 -21 24 -24 -26 27 -27 -16 -30
right_child=1 2 -4 5 6 -7 8 -9 10 -11 11 15 -14 18 19 -17 17 -19 -20 20 21 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=-0.019191860586389262 0.0022378419345050662 0.00045054803606006243 -0.0019107449400811952 -0.0020076403741012107 -0.00084698237099959598 0.00061461452077649309 0.0029181685664185545 -0.0022715126089682364 -0.00028620012177743646 -4.4965279745574416e-05 -0.00069438012471429453 8.0189106674131211e-07 0.0042250698044866385 0.0014497888935991216 -0.00010832411797438838 -0.00060863569338233999 0.0025442423615336398 -0.00021683376621965241 -0.00017333035932197785 2.4129400736690033e-05 0.0032230149044211892 -0.00023141714373797609 -0.10006483849501845 -5.4448228919723161e-05 0.099805717788792742 -0.040601661718262065 0.011152147076285805 -0.10003311975690923 -0.00016789770188205264 -0.0027099522681755376
leaf_weight=0.0019591059389075785 0.52104899873753652 0.50488136051194132 0.51493488202108639 0.52216457274016537 0.50443734163854559 0.50472506080495805 0.52276161067493709 0.51211981814338958 2.5113457113814661 0.50132427666176227 0.50390959555807036 2.3634987463045722 0.52992986180271906 0.51074689005417895 10.574039380404315 1.0073263593590125 0.51484535747697158 0.54758711970231388 0.50139106089045504 13.067080667542662 0.5417192514062309 1.5048292352485075 0.0089823351901767851 0.5018825364645636 0.0044563757123796677 0.0013508614987100404 0.0012050488803729276 0.0032491916960992739 1.5118497880689299 0.5185334256299684
leaf_count=28 78 55 76 97 9 51 91 50 42 5 5 29 54 30 960 22 31 16 19 1227 138 18 144 16 8 316 63 57 90 209
internal_value=2.61365e-07 0.000146171 -0.000741737 0.000218155 0.00030144 -0.00071878 0.000209976 -0.000461857 0.000361372 0.00146762 0.000219378 0.000451619 0.00182725 0.000149231 -6.99985e-05 0.000130819 0.000348241 0.00112116 0.000645731 -6.8672e-05 5.53396e-05 0.000682967 -3.91888e-05 -0.00162687 -0.042636 0.00763405 -0.0631229 -0.0825804 -0.000222498 -0.000817105
internal_weight=41.8401 13.599 1.01982 12.5792 11.5523 1.02689 11.0312 2.0287 9.00253 1.02409 7.97844 5.4671 1.03384 1.51658 28.2411 4.43326 3.42593 1.06243 1.01214 28.2392 15.6348 2.04655 13.5882 0.521126 0.0192438 0.0102615 0.0058051 0.00460005 12.6044 2.03038
internal_count=4034 760 131 629 481 148 403 108 295 96 199 157 59 58 3274 98 76 47 49 3246 1987 156 1831 604 588 444 436 373 1259 299
is_linear=0
shrinkage=0.1


Tree=734
num_leaves=31
num_cat=0
split_feature=9 9 0 0 7 18 9 3 22 3 21 16 18 0 22 6 6 6 7 22 20 17 23 8 12 21 12 9 9 22
split_gain=4.18167e-05 0.000140563 6.77635e-05 4.93963e-05 6.59536e-05 0.000167464 0.000306188 0.000157379 0.000254556 0.000378062 0.000218936 6.33055e-05 5.09528e-05 0.000274833 0.000420794 0.000252018 9.1499e-05 9.02885e-05 0.000129719 0.00026079 5.70727e-05 0.000106683 5.32357e-05 6.22184e-05 4.6411e-05 8.46896e-05 3.83873e-05 3.42729e-05 4.12749e-05 6.18238e-05
threshold=186.68586460755003 185.44496129890004 85.732241321850012 85.791387400750025 23.203497038450006 13.314799198000001 190.73543849905005 93.499196860750018 -0.08854999999999999 93.794927255050013 4.3657573166500008 22.674946976100003 13.893471991850001 93.399723909900004 -0.095204999999999998 14.745344522600002 14.365335643750003 16.465384711100004 23.445318439400001 -0.099639999999999992 42.779078631750004 195.00249838555001 0.10469000000000002 8.543332867800002 190.69347001700001 7.0441631297000011 82.696898122450008 210.33238511570002 203.06170522940002 -0.06828999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 7 -7 10 -9 -10 -5 12 17 14 -14 16 22 18 19 -6 21 -20 24 -24 25 26 -15 28 -28 -30
right_child=2 -3 3 4 11 6 -8 8 9 -11 -12 -13 13 15 -16 -17 -18 -19 20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=6.4730790030583893e-05 -0.0011216810132839937 0.0018603833801901495 0.0009639399980541888 -0.00038090537368122318 0.00028618879876084321 0.00028355930592122153 -0.0031590255434906568 0.00033232257445384134 -0.0037875556720073002 5.7192596052310587e-05 0.0012064763538640953 0.0011394812938315144 0.00040709624869947434 -0.00080617548892899539 -0.0035787367838104587 0.0021365912102167934 -0.0013822833016441589 -9.8614263861953162e-05 -5.2749799477722786e-05 0.0030518879248465458 -0.00024140797102856126 0.0010577107749495424 -0.0015036021201493845 6.6242990394451733e-05 0.00096157527942987127 -0.0012758746027582172 2.0564833088881251e-05 -0.00020958649642766926 0.0014873401409293112 0.00027702252418339263
leaf_weight=2.8769920995651566 0.55982095184877678 0.51379209271500803 0.51019341883943425 2.0080228483101403 1.0030460990356003 0.50370800636301261 0.53040649080355706 1.0040910250572781 0.52336052593477667 0.50019147992134094 1.531581875933625 0.51016505363168008 0.5105592810584767 0.50933022429739949 0.55041344042230267 0.53468927306352121 0.51558106838390294 7.0236306235110533 2.0075761329894708 0.51650660459563891 2.0139828137398581 1.5203129970104781 0.50929976980028324 0.50064330563714066 0.51182123749386299 0.50706871481438298 5.5132765591459725 3.0030236975410665 0.50746649174142833 2.5071888663722088
leaf_count=1605 262 62 23 45 21 13 72 19 42 2 51 49 68 40 169 141 222 66 23 64 23 33 131 8 292 113 168 81 31 95
internal_value=1.74253e-07 0.000336819 -2.95157e-05 -1.33779e-05 -2.67182e-05 -0.000313534 -0.00148217 -9.64601e-05 -0.000798941 -0.0019087 0.000305952 3.48038e-05 1.6183e-05 -0.000104876 -0.00166068 4.29989e-06 -7.3872e-05 0.00015525 0.000407756 0.00122627 0.000183324 0.000425793 -2.59236e-05 -0.000725407 2.81716e-05 -9.90298e-06 4.34126e-05 8.09395e-05 0.000183245 0.000480759
internal_weight=41.8377 3.39078 38.447 37.8871 37.3769 6.60136 1.03411 5.56725 2.02764 1.02355 3.5396 30.7756 30.2654 16.1804 1.06097 15.1194 14.5847 14.0851 7.06142 1.51955 5.54187 3.52789 14.0691 1.00994 13.0592 12.5474 12.0403 11.531 8.52793 3.01466
internal_count=4034 1667 2367 2105 2082 244 85 159 63 44 96 1838 1789 1559 237 1322 1181 230 164 85 79 56 959 139 820 528 415 375 294 126
is_linear=0
shrinkage=0.1


Tree=735
num_leaves=31
num_cat=0
split_feature=19 23 0 2 8 23 21 13 6 2 21 20 15 2 7 6 6 21 8 8 8 8 22 17 12 9 17 6 12 21
split_gain=3.80336e-05 0.000109893 0.000239728 0.000148414 9.99609e-05 7.53621e-05 0.000120332 0.000213305 0.000313263 0.000141004 0.000217873 6.57611e-05 0.000559393 0.000796837 5.71199e-05 9.77873e-05 0.00048143 9.26056e-05 0.00299843 0.00144388 0.000494033 0.000126998 7.42822e-05 8.07469e-05 0.000706584 7.08657e-05 6.32432e-05 6.29589e-05 0.000107522 5.53767e-05
threshold=14.351157895250003 0.13041500000000003 88.872360418250011 93.57193670880001 8.2435668022500028 0.10546000000000001 7.3575695755500012 117.55283175385001 16.425383776450001 131.42729508740004 5.7087410616000005 34.41230404325001 36.124429763000009 72.043920985000014 24.002506000500002 14.845346859150002 16.485385178400005 6.9016076392500008 8.543332867800002 8.1436447804000007 8.0437227585500022 8.3434888241000014 -0.085584999999999994 185.24175881545003 171.67945071775003 198.96357396150003 184.16216363550004 16.435384010100005 156.64017958600002 13.094317010850002
decision_type=2 2 2 2 2 2 2 2 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 -2 -5 6 9 -8 -9 -6 -11 12 13 -1 22 17 -17 -16 19 20 -19 -21 27 25 -25 26 -24 28 -13 -26
right_child=1 -3 -4 4 5 -7 7 8 -10 10 -12 14 -14 -15 15 16 -18 18 -20 21 -22 -23 23 24 29 -27 -28 -29 -30 -31
leaf_value=0.012164083985791989 0.0017647797194705753 0.00093966044132971207 -0.0020578955077145485 0.0014068408146648049 5.7477982766196695e-05 -0.0006663334242056171 -0.00023351446621481782 0.00040421688304473975 0.0034166555255976542 -0.0026505865384292486 0.00025364210807152774 0.0017969500634348959 0.050646959376847649 -0.090854294817347039 1.8582849917274986e-05 0.0032646865032422189 -0.00021215803660029988 -0.038893061735050485 7.8249879171216747e-05 -0.087302019481889967 0.0050787482083062387 -0.060776435650650752 -0.0013433163907094954 -0.0041268571359202371 -0.00083158377617822867 0.00063850521667627928 -9.9555845676970147e-05 -0.00010242939960224995 -0.00026202544852135719 4.1000790038238247e-05
leaf_weight=0.0016586897313203919 0.53084341532644153 1.5175760452826228 0.52270250203901092 0.51962726516758095 4.9112941641336638 1.5156084125519758 1.516525037067652 1.0039794139156581 0.52608765692382586 0.52716712777631325 0.50648832357012452 0.51317184798890847 0.0010361527056375053 0.0013717814557882482 13.064674105547406 0.54159054129323481 1.5048115964329438 0.0052908221624642371 0.50232718074084914 0.0041514377133040617 0.004941479799711157 0.0031933760340905337 0.51393827512980683 0.53050778532535581 1.0252039156990513 1.0081628293981415 1.9989672139800432 4.0100707253443346 0.50147273379839286 2.5028996104631034
leaf_count=19 130 41 97 78 86 53 42 11 51 140 31 166 12 253 1086 137 15 442 16 47 42 50 230 109 74 34 17 310 188 27
internal_value=1.85439e-07 0.000137588 3.68283e-05 0.000131564 5.29387e-05 -1.4018e-05 9.59358e-05 0.000606959 0.00143999 -0.000165947 -0.00122752 -6.59767e-05 -0.0127816 -0.0344685 -6.41454e-05 6.35764e-05 0.000708006 -3.35016e-05 -0.00134233 -0.0419404 -0.0176578 -0.0757692 -0.000222536 -0.000420193 -0.000724201 -6.97724e-05 -0.000353929 7.56255e-05 0.000779333 -0.000212557
internal_weight=41.8373 13.5979 12.0803 11.5576 11.0268 10.5072 8.99154 3.04659 1.53007 5.94495 1.03366 28.2394 0.00406662 0.00303047 28.2354 15.631 2.0464 13.5846 0.519904 0.0175771 0.0102323 0.00734481 12.6044 7.57968 4.05861 3.52107 2.51291 5.02472 1.01464 3.5281
internal_count=4034 760 719 622 492 414 361 104 62 257 171 3274 284 272 2990 1835 152 1683 597 581 484 97 1155 491 210 281 247 664 354 101
is_linear=0
shrinkage=0.1


Tree=736
num_leaves=31
num_cat=0
split_feature=8 19 5 22 6 5 5 3 0 18 15 16 5 15 16 5 21 22 15 22 15 22 23 22 0 8 23 4 15 0
split_gain=4.07119e-05 5.8091e-05 8.95246e-05 0.000112145 9.90363e-05 0.000171228 8.64786e-05 0.000106048 0.000212817 0.000179789 0.000125953 6.83055e-05 7.82864e-05 0.000572251 8.39045e-05 8.28077e-05 6.9137e-05 0.00325742 0.00247673 0.00292858 0.00330467 0.00236724 5.84638e-05 3.88498e-05 7.41944e-05 8.11093e-05 3.7918e-05 4.09381e-05 4.18353e-05 0.000428281
threshold=8.8430989333000021 14.351157895250003 20.204934414350003 0.13006000000000004 16.355382140900002 20.769304081650002 20.872540794500004 93.281431752200021 86.054856297550018 13.3584252364 40.682889193900003 22.594947163200004 20.603398083600002 41.29990759910001 22.644947046300004 24.218679034200004 11.507908610950002 0.033995000000000011 36.548474543700003 -0.075639999999999999 28.626568391100005 -0.092710000000000001 -0.092630000000000004 -0.08854999999999999 86.643628628100018 8.7431769115000026 0.12746000000000005 299.71779688575003 31.385732506450001 94.047642319350018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 4 5 -4 22 9 10 -8 -9 16 -13 -14 -15 -16 26 18 19 20 21 -18 -6 -11 -25 -26 27 28 29 -1
right_child=-2 2 3 -5 6 -7 7 8 -10 23 -12 12 13 14 15 -17 17 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0028720753108818966 -0.00087079467278418279 0.0014651091396325748 0.00045984204328547424 0.0015186388218848578 3.3904235572563246e-05 -0.0021094625064301958 0.0017384355255332504 0.0015979975426819064 -0.0020151408268759045 -0.00028086345266069556 -6.9077676986565225e-05 -6.6768088955428337e-06 -0.0037352547945425961 -0.00057332078107303437 0.001503198151962068 -0.00030831047832832027 -0.045965682357465641 -0.00042786510696647375 0.092395478848565721 -0.093674145298259112 -0.10002475764543783 0.079809893215123162 -0.0014899962889622848 0.00013226462128022751 0.0020340269421547977 0.00024283354078253501 -0.00087300448942431068 0.00088590470586268782 -0.00018645146817349823 -2.8176074882143027e-05
leaf_weight=0.53370290299997059 0.52992269887866328 0.52188662440312228 0.50212340363941332 0.55634693399042667 0.50046988923713798 0.53655480882389384 1.0176921409729383 0.51314780427009044 0.5192507864367143 1.0053945124309391 3.8800494592944688 3.0019654677307677 0.52337428262555397 1.5089804722971467 0.50864216764318804 0.50078798113289258 0.0018275405067048759 0.50260717609981742 0.0063365049614247928 0.0020424488637345037 0.0015451880372165808 0.0082587711867638802 0.50657643893418824 2.5060645883932016 0.51049962800971094 0.50081358850002289 0.50497609179675862 0.51335123668834626 8.5369907045657722 11.07371076822481
leaf_count=619 201 76 8 31 5 143 29 51 31 13 128 20 54 40 20 22 276 112 14 41 59 36 37 24 63 2 50 576 256 997
internal_value=1.41755e-07 1.13152e-05 0.000180794 0.000129452 6.76161e-05 -0.000867395 0.000152361 0.000237626 -0.000100638 0.000537547 0.000125645 -7.16661e-05 -0.000368963 -0.000726506 -0.00010123 0.000604491 1.11911e-05 0.00114742 0.0407142 0.0167651 0.0361579 0.0570206 -0.000732666 0.000267329 0.000424023 0.00114701 -1.68683e-05 4.05983e-06 -1.84127e-05 0.000105176
internal_weight=41.8359 41.306 13.5769 13.055 12.4986 1.03868 11.46 10.4529 4.91245 5.54046 4.3932 27.7291 6.04375 3.04178 2.51841 1.00943 21.6853 0.522618 0.0200105 0.0136739 0.0116315 0.0100863 1.00705 4.52277 3.51738 1.01131 21.1627 20.6578 20.1444 11.6074
internal_count=4034 3833 641 565 534 151 383 341 210 131 179 3192 156 136 82 42 3036 538 426 412 371 312 42 102 89 65 2498 2448 1872 1616
is_linear=0
shrinkage=0.1


Tree=737
num_leaves=31
num_cat=0
split_feature=23 15 7 16 19 0 8 3 19 7 22 10 22 21 13 21 22 4 7 22 16 23 5 4 4 10 23 10 15 22
split_gain=4.79452e-05 3.8544e-05 0.000137914 8.18638e-05 5.60071e-05 4.4539e-05 3.47219e-05 0.000152012 5.76704e-05 0.000137681 0.00046231 7.60956e-05 6.66788e-05 0.000173456 0.000871887 7.21488e-05 0.000203681 9.61775e-05 0.000199073 6.95404e-05 5.99608e-05 8.21655e-05 0.000261662 0.000489863 6.1815e-05 5.77597e-05 4.56479e-05 4.20792e-05 3.38469e-05 0.000182086
threshold=-0.54466499999999995 46.435439118750004 23.514778597300005 12.604970524100002 14.651182102100002 86.692020874450009 8.8430989333000021 76.172084209950015 14.351157895250003 22.381996090050006 -0.056724999999999998 63.705703859100005 -0.084275000000000003 12.377125061300001 117.59584708395001 5.7587983756000005 -0.11572 193.73972847335003 23.296055099200004 -0.091639999999999985 22.594947163200004 0.11148000000000002 20.971847224900007 279.56682314525005 288.96005626495008 61.977025281250008 0.092260000000000023 62.041548276350007 20.729785921300003 0.086310000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 6 -4 7 -5 9 10 11 -9 15 14 -14 16 -10 18 -17 26 24 22 -22 -24 28 -16 -19 -15 -11 -30
right_child=1 2 5 4 -6 -7 -8 8 12 20 -12 -13 13 27 25 17 -18 19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.021867231326200512 -0.025847001236824898 -0.0018332598941825731 -0.00048041160607638356 -0.028596803356688179 0.0010517895480340069 0.00084707467908717187 -0.00080271845021498065 -0.028214128889891728 0.00017617759033894192 0.00044273887915955812 0.067237252848480561 0.010384955942015323 0.0045623994850458654 0.00030335576148145314 -0.00010598387097728084 0.0023665013495338949 -0.0022710787431964013 -0.00012735755608219912 -0.00042880641236051802 0.00026913687131788932 -4.2398987748566387e-05 2.7421369891033971e-05 -0.0041385440526603553 0.00021288523930382909 0.0010942513004388961 0.00082868011292735295 -0.0014735202835135036 -0.00039515968895366708 2.8151160479973354e-06 -0.0018857018513475802
leaf_weight=0.0010026653906852747 0.0012236077487547395 0.5109919204237604 0.50615493743912165 0.0018566200505450983 0.51844985333339266 0.50482207917275446 0.52432180699973585 0.0010417274757046346 1.0030408260458328 1.5104222054581189 0.0012862368615112604 0.0010020300398694698 0.5478572309767159 1.5122710758478208 1.9197948086235075 0.51742146058586536 0.51455077422394868 0.50081224468421248 0.50190400753490394 1.5037284326576807 2.0012407826516205 3.007004658704318 0.52660294427678855 0.50854557628574071 0.51680441606301641 1.0084915985353289 0.5068187025244697 2.0069058768549439 18.623328072777166 0.52493576491460459
leaf_count=83 911 84 46 251 67 18 151 287 30 86 173 139 188 30 59 51 45 23 8 14 15 21 42 47 308 13 19 23 687 115
internal_value=2.17396e-07 -3.06711e-07 -0.000494308 1.83443e-05 1.91295e-05 0.000182456 5.67494e-06 1.6469e-05 1.7822e-05 -6.27874e-05 0.0202696 -0.00928946 0.000200024 0.00039991 0.000900939 -7.69558e-05 -0.000653583 0.000170895 0.000990124 -0.000161618 -6.52749e-05 -0.000343102 -0.00071004 -0.00200078 1.40158e-05 0.000215911 -0.000804451 -9.49916e-05 -1.30077e-05 -4.89572e-05
internal_weight=41.8346 41.8336 1.52197 40.3117 40.3104 1.01098 39.792 39.2677 39.2658 27.2222 0.00332999 0.00204376 12.0436 6.99532 3.47614 5.04828 1.51759 3.53068 1.01933 2.51136 27.2189 6.04339 3.03639 1.03515 21.1755 2.92829 1.00763 3.51918 20.6587 19.1483
internal_count=4034 3951 148 3803 2892 64 2825 2674 2423 1920 599 426 503 313 260 190 75 115 59 56 1321 125 104 89 1196 72 42 53 888 802
is_linear=0
shrinkage=0.1


Tree=738
num_leaves=31
num_cat=0
split_feature=4 21 19 22 23 7 15 17 7 7 21 15 6 10 19 23 17 19 10 20 9 21 23 8 5 19 13 23 7 18
split_gain=3.45448e-05 0.000436607 0.00147654 0.00120764 0.000147359 7.97279e-05 7.77031e-05 0.000415222 0.00021835 0.000891598 6.8457e-05 0.000281967 6.66363e-05 8.03053e-05 7.89927e-05 0.000135096 7.00378e-05 0.000206784 6.8432e-05 0.000193876 6.53129e-05 8.90236e-05 0.000176755 6.99995e-05 6.00675e-05 5.71927e-05 5.39237e-05 4.54225e-05 4.76909e-05 9.4907e-05
threshold=244.52697497700004 1.0000000180025095e-35 13.451085274650001 -0.031449999999999999 0.13041500000000003 22.977992916200005 37.870720399650004 188.19076296340003 22.105125139000005 21.147833206800005 11.859661033550003 36.548474543700003 16.525386113000007 62.057679025150001 14.351157895250003 0.12535000000000004 193.10154186985002 14.451165964200003 62.079186690200011 42.899217095850013 187.94830913940004 1.9176293050000004 0.080395000000000022 8.0437227585500022 21.454033346250004 14.451165964200003 117.61735474900001 -0.089139999999999997 25.454404031550002 14.738651916450001
decision_type=2 2 2 2 2 2 2 2 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 -3 8 26 9 -1 20 -12 13 16 -15 -16 -7 -18 19 -14 23 22 -22 -10 25 27 -8 -23 29 -29
right_child=1 5 3 -5 -6 12 7 -9 10 -11 11 -13 18 14 15 -17 17 -19 -20 -21 21 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.019646936629273085 -0.066294178879152177 -0.0013369434443532794 -0.0089359167551017471 0.10002848482107823 0.0017449869151799748 4.2671885114594009e-05 0.00077155499542437447 0.0030432231593415719 0.00017965608044188497 -0.086424218970522382 -0.0025674094834885522 0.00031216059475775468 -0.0025467412885315085 -5.4258051807850471e-05 -0.0021486369093715592 -0.00017448805354944517 0.00015796781530188448 0.0024748678544517805 -0.00012495695438600625 0.00021500259362405153 0.00040007183243342265 -0.00080582773646687171 -0.002209952546433152 0.0016184184832222642 -0.0010353238774606067 -0.00052069200884217179 -0.00042878688023726617 0.00012468229578681722 -0.00011800112590683521 0.00088575886971800947
leaf_weight=0.0018411039615709437 0.0012756211464262637 0.52007421596088477 0.0016956799127881284 0.0025416760936423088 0.51794806705646479 4.5246506363543242 0.5089430794657227 0.53295941528358515 1.0041670259358451 0.0013913061173292385 0.51443060293817211 1.0031686842557972 0.51619138037552159 6.0474691361326549 0.53036677019404255 1.0006854015518909 1.5066554650130046 0.51753481617829322 1.5054756490826546 0.50080091301728658 0.51350600800079682 0.50915733642481953 0.52447917634634844 0.50984826416106432 0.50985907034333777 1.5137389170886297 1.4142179922693641 8.5481375294153725 4.504022115495137 2.0270123307280281
leaf_count=489 222 344 31 16 56 57 41 79 149 61 94 8 55 1071 111 10 42 80 22 6 52 27 151 48 18 33 49 282 172 158
internal_value=2.25467e-07 -0.000108657 0.0280286 0.0564238 7.60645e-05 -0.000117691 4.02574e-05 0.000573341 -2.01222e-05 -0.0260086 -1.62477e-05 -0.000663946 -7.96068e-05 4.92743e-06 -0.000216704 -0.000858346 0.000261406 0.000750341 -0.00055305 -0.00118677 3.25001e-05 -1.87788e-05 -0.000918736 0.000664163 3.42615e-05 6.61488e-05 -0.00011113 0.000123135 0.000154502 0.000270563
internal_weight=41.8342 17.1754 0.00551298 0.00423736 24.6588 17.1699 24.1409 2.45612 21.6848 0.00323241 21.6815 1.5176 16.6498 14.1274 7.57852 1.53105 6.54884 2.02419 2.52247 1.01699 20.1639 18.6499 1.03799 1.51402 17.6119 17.1021 1.92316 15.5883 15.0792 10.5751
internal_count=4034 2067 269 47 1967 1798 1911 169 1742 550 1192 102 1454 1371 1192 121 179 122 83 61 1090 893 203 197 690 672 90 639 612 440
is_linear=0
shrinkage=0.1


Tree=739
num_leaves=31
num_cat=0
split_feature=15 21 19 0 5 5 15 17 17 22 0 6 17 15 0 0 3 0 7 2 10 21 10 7 13 4 22 10 21 4
split_gain=4.40647e-05 0.000197713 5.15195e-05 9.64023e-05 0.000200714 9.81217e-05 0.000258425 0.000597182 0.000136954 0.000278474 0.000100165 0.000102728 6.71096e-05 3.88296e-05 0.000350231 0.0124036 0.00227696 0.00305868 0.00218427 0.00122719 0.000870507 8.60946e-05 0.00558384 0.00534419 0.00179488 7.64992e-05 0.000446819 4.90959e-05 7.76114e-05 4.62339e-05
threshold=46.435439118750004 15.285239689500001 14.351157895250003 88.872360418250011 20.204934414350003 21.454033346250004 40.309074029200012 197.38773738110004 192.94032447935004 -0.08854999999999999 86.382848189450016 16.505385645700006 191.24148878695004 31.233764884050004 94.047642319350018 93.399723909900004 88.990652575950023 91.066142252700018 23.445318439400001 98.465712168700023 68.20618276945001 7.0441631297000011 75.408562100950022 24.054467534550003 108.65403534205002 216.65973282030004 -0.079634999999999997 71.658163008950012 1.9176293050000004 201.42034147860002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 10 7 -7 12 -10 11 -6 -8 14 15 16 17 -1 20 -17 -19 27 23 24 -23 26 29 -16 -29 -15
right_child=1 -3 3 -5 5 6 8 -9 9 -11 -12 -13 -14 25 21 19 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.053549813496470533 -0.0021185258846047553 0.00028895756151411521 0.0021831737152189948 -0.0011356029579499434 -0.0020567316904244407 0.0041890202352455668 0.00011056059536025717 -0.00059396510463668312 -0.00049417592457233483 0.0027904478996784187 5.2900910114313304e-05 -4.6358518383140611e-05 -0.0008171565706967701 0.00016304024000992145 0.00097463577170216653 0.045622297507696349 0.00063016493253119268 -0.054518999725591259 -0.10015319083688437 0.098710187182777909 0.068394724736941345 -0.060614870472165377 0.00038642721275307048 -0.10006251794084674 0.10007142490081594 -5.141504614755169e-05 -0.0032524730440356832 -0.001222079903649349 4.0088305009960031e-05 -0.00090812859427974631
leaf_weight=0.0025047471342022629 0.51634441144645293 1.0052059539658271 0.51211051972859145 0.52715582117252857 0.51176122754622866 0.53547410298816778 3.4181953115624992 0.50934279694433826 0.50709273359970308 0.52570240792329281 4.0149361344665522 0.50499073595483424 1.010185840249562 2.0053979171748333 0.51722591043641664 0.006561008550825447 0.50659404724543577 0.0010597018251618795 0.0067328079774622296 0.01294656948927761 0.0012628606103535223 0.0010257858910742721 0.51028415779342551 0.010252843989120963 0.0021566813811659813 13.07032741999976 0.52806660242233583 0.51341431824709616 9.5349781397076967 0.50426665241974422
leaf_count=15 129 19 40 101 23 109 63 20 46 71 118 30 25 87 86 18 669 30 30 36 27 90 482 107 1 382 88 449 604 39
internal_value=2.39183e-07 -0.000528032 2.01784e-05 0.000188057 0.000245965 0.00015998 0.000416442 0.00185734 0.000140774 0.00117773 -0.000171627 -0.00105824 -0.000101067 -5.59491e-05 8.332e-05 0.00257586 -0.000371215 -0.0442543 -0.0713072 0.0808551 0.0123136 -3.75296e-05 -0.00128904 -0.0649245 0.0482784 -0.000156475 -0.000608514 2.45054e-05 -2.44011e-05 -5.21896e-05
internal_weight=41.8336 1.52155 40.312 12.5769 12.0498 11.5377 6.50599 1.04482 5.46118 1.0328 5.03169 1.01675 4.42838 27.7351 11.627 0.537662 0.518154 0.0115601 0.00905537 0.0195076 0.00232256 11.0893 0.523719 0.0134353 0.00318247 16.1081 3.03773 10.5656 10.0484 2.50966
internal_count=4034 148 3886 646 545 505 334 129 205 117 171 53 88 3240 2644 825 771 102 87 54 57 1819 680 198 91 596 214 1139 1053 126
is_linear=0
shrinkage=0.1


Tree=740
num_leaves=31
num_cat=0
split_feature=23 4 23 5 10 15 7 22 9 19 17 4 0 5 17 21 17 23 22 21 12 22 0 18 23 2 16 20 17 9
split_gain=3.79945e-05 3.66275e-05 0.000116928 6.4626e-05 0.000381989 0.000117608 6.29141e-05 6.18655e-05 6.1042e-05 6.15889e-05 5.88951e-05 0.000266889 0.00602014 0.00320647 0.00328885 5.11717e-05 0.000111031 0.000139817 7.65166e-05 5.28586e-05 4.89869e-05 6.11978e-05 5.29766e-05 6.93387e-05 4.72087e-05 8.96653e-05 3.93599e-05 0.000100847 8.91338e-05 3.46758e-05
threshold=-0.54466499999999995 244.52697497700004 0.13041500000000003 21.633008747850003 61.987779113750001 43.030193406950012 22.977992916200005 0.13006000000000004 192.39832633775004 14.551174033150001 197.78839148195001 262.75803037610007 87.818484831100008 22.783584484750005 199.84861692095004 1.9176293050000004 178.10958437055004 0.080135000000000026 0.18145000000000003 2.0523604381000005 182.87454670205003 0.070580000000000018 86.565663342300013 13.3584252364 0.092260000000000023 166.17270395525003 22.644947046300004 40.636252116050009 185.24175881545003 217.30761232770001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 15 5 -5 -3 8 -8 10 20 -12 13 -13 -15 16 -2 -18 19 -17 21 -10 24 -24 25 -22 29 -28 -29 -21
right_child=1 6 -4 4 -6 -7 7 -9 9 -11 11 12 -14 14 -16 18 17 -19 -20 26 22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.019484309496239013 0.00065874062472939116 -0.0011953977769337447 0.0015654777577924558 -0.0013889488921611896 0.00287040700765315 0.00047201271637786898 -0.0011913168973298983 0.0010003248322020368 -0.0014668230705896508 0.00099403811250644062 -2.1261992536021692e-05 -0.10028906285494391 -0.00051421822993966398 -0.096460192549224402 0.024899034888952547 0.0010785454446684529 2.209333388083639e-05 -0.0023024828483327814 -0.0011701639625579844 0.00011787782947803134 -9.6410120882736553e-05 9.1050186612673763e-05 0.0013852465401801599 0.00015208878920300187 -8.0603092960462357e-06 -0.0017282279739319782 0.00070653532027602564 -7.6526839706362378e-05 -0.0019567390556389703 -0.00048764497906595013
leaf_weight=0.0010008058812748235 0.5036890756341087 0.5201283717450299 0.51727766240821793 0.56030395372716923 0.53646882094449999 0.86212403172197583 0.50841016284858653 0.51507226918768623 0.50838833586953913 0.51822706299758081 2.0045547713877911 0.009187746277802944 0.52220303781614763 0.0034539989764326151 0.0063171964573029982 0.50608129275431579 0.51249894704761878 0.52258204503411265 0.51054982144930505 17.109224382496979 0.99935491383075736 0.50030484795570374 0.50708474517159619 4.5236816311086878 5.0189834584845698 0.50784673749381115 0.505445105387479 0.50029138609988855 0.50830231533473125 1.0010594408078919
leaf_count=83 69 343 56 369 220 16 579 159 41 64 46 42 383 32 27 60 60 150 63 777 4 2 8 186 52 55 17 8 33 30
internal_value=2.22125e-07 -2.44053e-07 7.78521e-05 4.59731e-05 0.000596552 -0.000261033 -0.000112368 -7.85417e-05 -0.000112976 -7.78986e-05 -0.000114659 -0.000553266 -0.0025239 -0.0578783 -0.018 -2.65366e-06 -0.000558961 -0.00115152 3.88187e-05 6.94811e-05 -2.58006e-05 -0.000694129 3.25312e-05 0.000276387 -0.000155447 -0.000646246 4.34589e-05 -0.000446346 -0.0010241 8.44071e-05
internal_weight=41.8301 41.8291 24.6559 24.1386 1.9589 1.42243 17.1732 16.6531 16.138 15.6296 15.1114 2.54572 0.541162 0.0189589 0.0097712 22.1797 1.53877 1.03508 20.641 20.1304 12.5656 1.00869 11.557 5.03077 6.52619 1.5072 19.6243 1.51404 1.00859 18.1103
internal_count=4034 3951 1928 1872 605 385 2023 1680 1521 942 878 530 484 101 59 1267 279 210 988 925 348 43 305 194 111 59 865 58 41 807
is_linear=0
shrinkage=0.1


Tree=741
num_leaves=31
num_cat=0
split_feature=15 21 19 18 15 13 22 2 0 16 5 15 6 5 19 16 21 2 7 21 5 9 12 21 17 22 15 22 7 23
split_gain=4.01208e-05 0.000172555 4.97996e-05 9.001e-05 0.00025405 0.000189518 0.000100824 0.000180619 0.000129954 0.000305283 0.000127345 0.000131049 0.000326597 0.000135917 0.00010934 0.000179782 8.8962e-05 8.56791e-05 5.48456e-05 4.23117e-05 0.000115209 6.48184e-05 0.000143303 6.53213e-05 9.75014e-05 4.77176e-05 0.000121558 6.10714e-05 8.18656e-05 6.62015e-05
threshold=46.435439118750004 15.285239689500001 14.351157895250003 13.843998451900001 34.139075990150012 117.47755492620001 -0.095204999999999998 118.06771887965002 86.643628628100018 22.624947093000003 21.500664456800006 40.800303470200006 16.385382841850003 22.862610686750006 14.451165964200003 22.824946625350005 3.8781687083500005 101.23478163165002 23.667467222350002 5.4349223666500004 22.213482503200002 195.70012057590003 150.73104262400003 6.338788634150001 202.13833745355001 -0.094519999999999993 35.517387705950007 0.048475000000000011 24.876210878000006 0.080515000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 19 4 -4 -5 7 16 10 -10 18 12 -12 -13 -15 -16 -6 -18 -8 20 25 22 -21 24 -23 -1 27 28 -27 -29
right_child=1 -3 3 5 6 -7 8 -9 9 -11 11 13 -14 14 15 -17 17 -19 -20 21 -22 23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.00027491707722136571 -0.0019893403882726189 0.00025948346416912991 0.0024204533843413256 -0.0020507896665989487 -0.0010118206793858671 0.00066705151198446241 -0.0010893501195235822 -0.0020973189614887995 0.0031043598848251447 0.00029184546188712636 -0.00045114259052058916 -0.00089236871737392658 0.0031229131700674403 -5.8762652250984501e-06 0.0026063843529642856 1.9215018220987765e-06 0.0015238556700037814 -0.00031665054988325994 -4.5170133806832682e-05 -0.0021350015814908759 0.0015241962155405446 -0.0012773588436709004 -0.0002632220000774145 6.9113962563949731e-05 -7.8488386664727744e-06 -0.00012785931658288881 -0.0016067921212182209 0.0013253448030032659 -0.0014553805753216276 0.00010677133792940256
leaf_weight=4.524453580356723 0.51658550134209846 1.005027078447682 0.5216003167319333 0.52132020126828027 0.5038353667441674 0.50520403695327332 1.0124913658546595 0.51276279891874299 0.51812114163476541 1.5127147002640411 0.49882215360594251 1.0059188457453276 0.5245263211541431 1.8657682533121263 0.51481064194842907 0.54627864634307954 0.51191660274707806 0.49994523346595088 0.9996977001428603 0.51368713058360072 0.5168907392745713 1.0129723350915747 2.0074526127951633 7.5644797291768482 1.5020376426834188 5.0314340683474681 0.5187820001584641 0.51055754215363736 0.51178654092537357 3.5163178825857586
leaf_count=627 129 19 78 97 9 52 37 51 74 20 5 21 54 33 48 14 41 8 4 210 459 39 661 471 24 94 104 91 283 177
internal_value=7.50876e-08 -0.000503989 1.9104e-05 0.000184163 0.000263924 -0.000713204 0.000161921 -0.000474961 0.000305478 0.00100939 0.000100329 0.000372719 0.00138077 0.000110413 0.000455055 0.00126553 7.38855e-05 0.00061449 -0.00057058 -5.57491e-05 5.69763e-05 -0.000191104 -0.000644601 -7.76733e-05 -0.00051917 5.07903e-06 -0.000115932 -3.51149e-05 -0.000250425 0.000261271
internal_weight=41.8282 1.52161 40.3066 12.5757 11.5492 1.02652 11.0276 2.02846 8.99915 2.03084 6.96831 4.95612 1.02335 3.93278 2.92686 1.06109 1.5157 1.01186 2.01219 27.7309 15.1302 12.6006 2.52114 10.0795 2.51501 14.6133 10.0889 9.5701 5.54322 4.02688
internal_count=4034 148 3886 646 497 149 419 109 310 94 216 175 59 116 95 62 58 49 41 3240 1835 1405 871 534 63 1376 749 645 377 268
is_linear=0
shrinkage=0.1


Tree=742
num_leaves=31
num_cat=0
split_feature=15 21 19 3 13 10 20 17 8 20 17 16 7 7 18 9 22 2 21 15 8 22 3 20 0 5 15 21 20 21
split_gain=3.24861e-05 0.000139558 4.99113e-05 0.000195234 3.83873e-05 0.000129606 0.000234647 9.18546e-05 0.000197613 7.96878e-05 8.7984e-05 6.03959e-05 0.000223172 0.000925504 0.000876703 0.000141494 0.000214214 5.05255e-05 0.000171602 7.9324e-05 0.000176515 0.000331741 0.000118466 9.01146e-05 8.48724e-05 5.84553e-05 0.000115304 4.39576e-05 4.00718e-05 3.44367e-05
threshold=46.435439118750004 15.285239689500001 14.651182102100002 76.172084209950015 117.63886241405002 61.987779113750001 40.316494640950005 188.19076296340003 8.543332867800002 39.664548207900005 182.50770257345002 22.654947022900004 22.181995028450004 22.105125139000005 12.909082926650003 193.42660545270004 -0.079634999999999997 176.09844955530005 7.1067965614000004 38.884669609800007 8.6432548896500023 -0.117885 93.281431752200021 40.159267750750011 86.420486603250012 23.195398057700004 40.42701969085001 2.0523604381000005 42.006870117350005 13.656939542650003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 9 -9 27 -11 12 13 -7 -14 -13 -17 19 -19 22 21 -21 24 -24 -16 26 28 -6 -20 -26
right_child=1 -3 -4 4 7 11 -8 8 -10 10 -12 15 14 -15 17 16 -18 18 25 20 -22 -23 23 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.031335991887393784 -0.0017880543157621895 0.00023358011112409069 0.00099230185606442411 0.00040000638860307984 -1.0259848236838456e-06 -0.018187304481107357 -0.0026341463232728234 0.0024612747233479703 0.00020397817864105058 0.00013021941916167729 -0.0017358349227880505 -0.00014303618103473896 -0.055311806626019588 0.094675880574583537 0.001285386992623698 -8.4230163253276754e-05 0.0028161432658162402 -0.0020417257694028165 0.00069400745162210772 0.00019184288322253014 -0.00026825230965414555 0.0032955708606127012 -0.00014024400781125916 -0.0020225731616967334 -4.8709625230615684e-06 0.00037370425995571742 -0.0017584494580732306 0.0010855298907591581 -0.00033288347957050176 -0.00083672429203324639
leaf_weight=0.0019875612189171879 0.51723100905398567 1.0048530869296852 0.51820192994243441 0.50162592225153224 1.4049520152713317 0.0018094446378883458 0.51817307966198567 0.5213800340268907 1.5140476329495625 0.50098425759738041 0.5097757929207507 1.5045191702815821 0.0028692910855053757 0.0012140541665881521 0.50634858279069561 0.50331426922275568 0.51542221134855004 0.52481934020626386 0.50822606784532132 1.0019434334899413 1.5020982578356408 0.52472782186413214 0.50004629926479427 0.51759183371177642 21.662671079301727 1.5059876706871156 0.50892482220663726 0.5065825620319514 1.5062237713877871 0.50935580598734631
leaf_count=925 129 19 67 101 73 301 300 52 42 48 37 22 15 12 17 20 41 318 79 7 16 66 6 48 993 19 26 21 161 53
internal_value=9.6108e-08 -0.000453407 1.72219e-05 4.52228e-06 6.08795e-06 -3.09723e-05 -0.00114169 0.000266435 0.00078219 -9.27968e-05 -0.000810923 2.53166e-06 -3.54266e-05 0.0271317 -3.80524e-05 0.000473162 0.00138319 -3.2982e-05 -0.000340862 1.94839e-05 0.000501376 0.00125862 -4.21105e-05 -0.00109764 5.2537e-06 -0.000119326 -0.000413574 0.000286926 -7.38089e-05 -2.3981e-05
internal_weight=41.8279 1.52208 40.3058 39.7876 39.7856 34.8279 1.0198 4.95772 2.03543 2.92229 1.01076 33.8081 31.2849 0.0030235 31.2818 2.52326 1.01874 31.279 4.55418 26.7248 3.02877 1.52667 23.696 1.01764 22.6784 4.02936 2.52337 1.91153 2.01445 22.172
internal_count=4034 148 3886 3819 2894 2621 401 273 94 179 85 2220 2137 313 1824 83 61 1809 603 1206 89 73 1117 54 1063 285 266 94 240 1046
is_linear=0
shrinkage=0.1


Tree=743
num_leaves=31
num_cat=0
split_feature=12 12 3 7 6 3 15 21 21 12 19 22 5 18 23 17 9 21 21 13 18 17 13 21 21 20 21 9 15 18
split_gain=3.38947e-05 0.000121367 8.89039e-05 0.000119594 0.000416445 8.85626e-05 0.000502908 0.000170779 0.000165895 0.00360244 0.00178824 0.000105325 0.000125417 9.75669e-05 0.000227972 0.000579168 0.000110571 7.04175e-05 7.02419e-05 6.25192e-05 5.77606e-05 5.58953e-05 0.000127689 4.85136e-05 5.44769e-05 4.78909e-05 0.000141691 8.61729e-05 5.04036e-05 5.7382e-05
threshold=149.09269374785001 144.57070813310003 93.394346993650018 22.381996090050006 16.435384010100005 93.281431752200021 41.29990759910001 14.70115454445 1.0000000180025095e-35 174.18091207835002 13.751109481500002 0.022350000000000005 24.346375512250003 13.4793103924 0.09062000000000002 188.95754880325003 195.41812862360004 14.136086967800003 2.3925196316500004 108.65403534205002 13.258241318650002 193.96328872865004 99.604685275000008 10.628103601550002 7.3575695755500012 40.844669808050007 4.0847671134500008 206.54353961905005 31.385732506450001 13.077716774800001
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 8 9 -2 -11 12 17 14 -10 -16 -15 20 19 -18 -8 22 -20 24 25 27 -27 28 -1 -30
right_child=5 -3 3 4 -6 6 11 -9 13 10 -12 -13 -14 16 15 -17 18 -19 21 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=2.1426764973681962e-05 -0.092855805677032721 0.0016162632014520728 -1.3691853735451976e-05 -1.2465605205207027e-05 0.0034558481937180712 -0.0033750711355384033 -0.00013252366730296455 0.001826559694982504 -6.4035451884968469e-05 -0.041517444993297313 0.089817730173334859 0.0012389695129232201 -0.0017520095343435502 -0.0015869709406837172 -0.00071254691300396008 0.0040292550256602819 -8.0654392486609948e-05 -0.00065994938866144705 0.0002687938491466803 0.0014875882460070641 0.00079463207066610315 -8.4733700266512735e-05 -0.0019777403156206077 -0.00099996728747953219 0.00099206574083383252 0.0017659103836613181 1.6569683966292681e-05 -0.001448584282807837 -1.3852566769214438e-05 -0.001081856815371455
leaf_weight=6.5373476137457711 0.0033692493489951014 0.51260185856704765 1.9142232328333713 1.0154863140638779 0.52526623439098319 0.52259313053966661 2.0076764363505792 0.5165551991987084 2.5079262732775329 0.0015998192812316236 0.0029454626433107478 0.51028172382243742 0.51208516170090668 0.50938590707669718 0.50573887055531919 0.52495326030475553 0.5026644390802637 1.5032528835236005 0.50159760428865918 0.51429507493362792 1.0099435977821398 10.06562149337031 0.51049834886816825 0.51710690161202322 0.51871678111303765 0.51594511216515826 4.5130418388248454 0.5122530048065429 1.0004148997795712 1.01193738917118
leaf_count=257 47 91 486 34 61 275 38 192 35 180 29 35 131 569 17 29 93 25 35 100 32 424 69 114 128 220 133 94 12 49
internal_value=1.14185e-07 9.83369e-05 5.64629e-05 0.000514149 0.00116994 -8.2387e-05 -0.000409564 3.66855e-05 -2.05612e-05 -0.0144949 0.0435912 -0.000129988 -0.000268784 -1.34647e-05 0.000450518 0.00170255 -0.000143729 -0.000100777 -8.29445e-05 0.000712435 0.000177779 -0.000155962 -0.000864352 -4.80733e-05 -1.43811e-05 -5.14305e-05 0.000196042 -0.000188767 -0.000113285 -0.000550912
internal_weight=41.8273 19.0943 18.5817 3.45498 1.54075 22.733 6.06583 16.6672 16.1506 0.00791453 0.00454528 5.54324 5.03296 16.1427 3.53862 1.03069 12.6041 4.52087 12.0947 1.01696 3.01762 11.0777 1.0121 15.1268 14.6097 14.0909 5.02899 9.06195 8.5497 2.01235
internal_count=4034 1679 1588 581 95 2355 536 1819 1627 256 209 261 226 1371 81 46 1290 95 721 193 70 528 104 1007 893 765 353 412 318 61
is_linear=0
shrinkage=0.1


Tree=744
num_leaves=31
num_cat=0
split_feature=13 23 6 23 9 3 6 20 5 0 9 15 7 5 21 7 20 18 21 16 6 15 6 6 6 6 5 6 6 5
split_gain=3.36459e-05 0.000157648 0.000127235 0.000130975 0.000186128 0.000334763 9.95812e-05 0.000128211 0.000241942 8.24685e-05 0.000200203 0.000100938 0.000179209 0.000100732 0.000112387 0.000195643 7.79342e-05 0.0001426 0.000122673 0.000147095 7.31671e-05 5.31981e-05 3.47782e-05 0.00010619 0.000229926 7.14827e-05 0.0001268 0.00010334 4.22165e-05 3.57671e-05
threshold=117.55283175385001 0.41214500000000009 16.405383309150004 0.10335500000000002 195.70012057590003 93.181958801350021 16.465384711100004 42.456897412850005 24.041678002600005 86.382848189450016 193.67618212375001 42.246988155050012 22.314221067900004 21.955793948900006 6.2631776902500009 24.761435049050004 40.563919884450009 12.993189857450002 7.7834773016000005 22.574947209950004 16.405383309150004 38.483556206400003 16.545386580300001 16.100376182700003 16.445384243750002 14.980350013450002 19.925387549600003 14.745344522600002 14.515339148550002 21.336111252450003
decision_type=2 2 2 2 2 2 2 2 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 6 5 -5 7 8 -4 10 20 12 -11 21 15 -15 17 -8 19 -18 -1 22 23 25 -25 27 -27 28 -14 -26
right_child=1 -3 3 4 -6 -7 16 -9 -10 11 -12 -13 13 14 -16 -17 18 -19 -20 -21 -22 -23 -24 24 29 26 -28 -29 -30 -31
leaf_value=-0.0011973784390247335 -0.0014684350268928668 0.0018582797515545148 0.00325277819730639 0.00033645760705749463 8.9801692387872069e-05 -0.0032807025089189494 0.00014041860819653362 0.00029048152252476655 0.00017363195855397539 -0.029848234390988694 -0.0023454930883847931 -0.0013908549773106703 -1.0202653986116419e-05 0.0028089920072263933 -4.8420020722570524e-05 3.5263124506202546e-05 9.9741497343667408e-05 0.0020128205184493787 0.00023015715941992869 -0.0023096797401593178 0.0001976777704502128 -0.0010483399854506698 -0.00047611774564599137 0.0024902988894609634 -0.00028013070998798487 -0.0019773567842443604 -0.00015962385727653287 0.0013709906072998821 -0.00093614627692136128 0.00056332618374408479
leaf_weight=0.50078326409589813 0.51838012018281077 0.51052205731502986 0.51986154330370304 0.50120226721628591 2.5092982707204214 0.52268755084464757 1.9114732285224745 1.5095972795017172 0.50120788309092745 0.0020086232929860106 0.52363226465033008 0.5168517107539391 16.57979811580773 0.51580767400125049 1.0076885824930355 0.50156902594267194 0.50098632332306914 0.51669174368405268 2.0122369133050864 0.512670306474027 1.5082002303893416 0.50630459870205768 1.5140304522371355 0.52565860002232456 1.006014327544108 0.51489450123963765 1.5067926252963841 0.53712710428020116 0.5074651999830796 1.0050111289601771
leaf_count=167 68 18 26 3 41 42 94 33 17 182 114 71 1778 36 25 10 25 43 73 105 403 49 42 123 37 83 39 125 157 5
internal_value=1.24218e-07 0.000137136 6.41329e-05 0.000133108 -0.000373829 -0.00151007 0.000357425 0.000875868 0.00174133 -5.85875e-05 -0.000603986 -6.94487e-06 2.03244e-05 2.26118e-05 0.000700123 0.00144154 0.000116869 0.000538849 -0.000221754 -0.00111886 -0.000150071 -3.40754e-05 -1.24046e-05 1.9245e-05 0.000628135 -5.93744e-05 -0.000622574 5.23006e-06 -3.77017e-05 0.000141387
internal_weight=41.8265 12.5468 12.0363 11.5179 3.53319 1.02389 7.98473 2.53067 1.02107 29.2796 2.53262 26.747 26.2302 26.2282 2.02507 1.01738 5.45406 2.42816 3.02589 1.01366 2.00898 24.2031 23.6968 22.1828 2.53668 19.6461 2.02169 17.6244 17.0873 2.01103
internal_count=4034 588 570 502 86 45 416 76 43 3446 684 2762 2691 2509 71 46 340 137 203 130 570 2438 2389 2347 165 2182 122 2060 1935 42
is_linear=0
shrinkage=0.1


Tree=745
num_leaves=31
num_cat=0
split_feature=8 19 20 3 5 6 17 6 22 8 4 2 22 20 15 0 0 2 4 6 0 19 13 16 3 15 23 2 20 4
split_gain=5.99381e-05 7.06925e-05 8.17031e-05 0.000103224 0.000127012 8.1192e-05 0.00021639 0.000101361 0.000252322 0.000346583 0.000165914 0.000165191 0.000117862 8.79865e-05 6.37058e-05 0.000417791 0.01089 0.00137862 0.000113948 0.000438402 9.31335e-05 8.52394e-05 0.00665164 0.00230029 0.000879301 7.8455e-05 7.80362e-05 6.2889e-05 6.14043e-05 4.39856e-05
threshold=8.8430989333000021 14.351157895250003 38.064633603500006 91.017750006350013 20.204934414350003 16.395383075500003 192.20712075930001 16.465384711100004 -0.087234999999999993 8.7431769115000026 284.07887079910006 221.01224434660003 -0.041369999999999997 41.919251152600005 31.233764884050004 94.047642319350018 93.399723909900004 98.465712168700023 216.65973282030004 16.525386113000007 94.625660817400004 14.251149826300002 113.0174028878 19.124955277500003 101.90062851840001 28.343014915050002 0.10249000000000003 143.46490108225001 42.622319549950006 252.13038187165003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 -3 -4 -5 6 -6 8 -7 -10 12 -12 27 -8 15 16 21 -18 19 -16 -17 22 23 -1 -24 26 28 -9 29 -22
right_child=-2 2 3 4 5 7 13 10 9 -11 11 -13 -14 -15 18 20 17 -19 -20 -21 25 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.028642996006353061 -0.00105776108317859 0.0013845920415722253 -0.0012330188151034724 0.0017532133930636116 -0.0022219304318236558 0.00013623898114958051 -0.00063512126674994005 0.00025832696983171371 0.0037931846410871406 0.00011682085128978027 -0.0024279003474064731 0.00011752777154420865 0.001201243311658687 0.0012214479454780288 -0.0033880633737318252 -0.0013565111969310742 0.041924027434621793 0.099599477340775955 -9.1699706361572035e-05 -0.00014790318899332951 4.1405993372526531e-05 0.0003731390909730116 0.10003902154005109 -0.092009213443905002 2.8855423705808568e-05 0.0012377868346303811 -0.0012311856997319459 -0.00051763227402364261 -0.0010339110698961488 0.00099594443668485702
leaf_weight=0.0020932670420285016 0.52879579862281545 0.55887465097111899 0.51831930814932903 0.50969535784315567 0.50955985665686299 2.5080312704515966 0.50620178302779073 3.3746255080704897 0.52502909641674367 0.50124591415510089 0.5115450061803839 0.50828845244746024 1.0173507776355748 0.51493901996002833 0.52733091440100688 0.505935688836744 0.006430157609614239 0.011658805049370169 13.565727511965196 2.006374536950716 8.5348222249368728 0.50220127003012749 0.0042778219940373683 0.0064470612633158453 0.0011065192231818344 0.51368105120077956 0.51262101035193275 1.5126492100868381 0.50854049805219581 0.51169419782213488
leaf_count=357 201 44 75 32 41 44 39 61 97 4 22 62 31 53 179 80 18 35 401 21 377 9 10 27 325 94 171 36 566 522
internal_value=1.39182e-07 1.36852e-05 0.000200641 0.000149811 0.000207154 0.000141428 -0.000538796 0.000240983 0.000676732 0.0019976 1.85725e-05 -0.00115925 0.000222003 0.000301106 -7.78765e-05 0.00010055 0.00283206 0.0790973 -0.000206675 -0.000822266 -3.10613e-05 0.000159148 -0.00755857 -0.0624369 0.0794862 3.23136e-05 -2.9193e-05 1.81616e-05 3.52929e-05 9.53971e-05
internal_weight=41.8261 41.2973 13.5764 13.0175 12.4992 11.9895 1.5307 10.4588 3.53431 1.02628 6.92446 1.01983 5.90463 1.02114 27.7209 11.6215 0.534215 0.018089 16.0994 2.53371 11.0873 0.516126 0.0139247 0.00854033 0.00538434 10.5814 10.0677 4.88727 9.55506 9.04652
internal_count=4034 3833 641 597 522 490 133 357 145 101 212 84 128 92 3192 2591 781 53 601 200 1810 728 719 384 335 1730 1636 97 1465 899
is_linear=0
shrinkage=0.1


Tree=746
num_leaves=31
num_cat=0
split_feature=16 5 16 8 8 2 20 19 22 2 4 7 23 10 10 17 3 18 15 19 22 20 6 17 15 7 4 7 20 6
split_gain=6.38662e-05 0.000138228 0.000196546 4.84352e-05 6.47376e-05 5.18706e-05 0.000110552 5.01334e-05 0.000145031 0.00017584 0.000145196 0.000174233 0.000122339 6.68653e-05 0.000168057 8.06007e-05 6.33661e-05 6.01994e-05 0.000177312 0.000156839 0.000874732 0.000103226 6.47145e-05 6.88777e-05 4.87215e-05 3.81398e-05 5.57643e-05 6.13206e-05 5.74656e-05 0.00010837
threshold=12.604970524100002 13.154029769200003 14.764965473100002 8.8430989333000021 8.7431769115000026 74.580378076100018 41.32819714970001 14.451165964200003 -0.026144999999999998 224.95410153095003 224.82737758030004 23.032902590750002 0.10932000000000001 61.987779113750001 61.966271448700006 191.58460912770002 93.181958801350021 13.552878921100001 39.883592142850006 14.351157895250003 -0.086719999999999992 42.006870117350005 16.475384944750001 189.50863627480001 41.29990759910001 24.024273989350004 162.53166217615004 24.175586727800006 40.280372415600006 11.805275828400001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 13 9 10 11 -9 -12 14 15 16 -3 19 25 21 -21 22 23 -15 -18 -19 -27 -28 29 -29
right_child=1 3 -4 -5 5 6 -8 8 -10 -11 12 -13 -14 17 -16 -17 24 18 -20 20 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.0229150656649484 0.05310553872241424 0.0010217180482457616 0.0016986206671566304 -0.00095130759919680348 -5.6071640044322229e-05 0.0020691151550426301 0.00026399352037730295 0.0020042151220439146 0.0017618198091455288 0.0018402159616438256 -0.0020662071670761984 -3.5162874253478069e-05 -0.000287096101796687 0.0015028802650683931 -0.0021434643235387902 -0.0013619561939633977 -0.0010817574357665173 -0.00026942134326971739 -0.0019292473306088945 5.9437221773067282e-06 0.0044869840225107401 -0.0014784596417346972 -0.00024228613114122299 7.736951809907014e-05 2.3985477847548661e-05 0.0010579523450396405 0.0010688853723193512 9.0325917475958799e-05 7.3885918009683897e-05 -0.0010256151678184834
leaf_weight=0.0012162007973078861 0.0011850256993012264 0.50471158075378753 0.0019972469819697983 0.52914345873028068 1.0025514137751099 0.51093482419082636 1.0098317678916808 0.52976165911241002 0.57390188259130503 0.51273832041665901 0.52039070559039613 2.0022780717335991 1.5023172727572811 0.51206297983130511 0.5127751762137932 0.50808385908225684 0.50673626688430573 6.042377858230668 0.51917480930042614 2.5054572926294445 0.52731518965012458 0.50703014243471223 3.0061817835943341 1.0026185324859396 1.8653614707225905 0.50865379156857571 0.50982076145169131 2.002668510634384 10.046276263898804 1.538911201623655
leaf_count=930 209 6 256 199 9 33 23 88 73 50 88 22 18 71 70 27 399 172 107 45 97 127 40 20 29 82 38 44 389 273
internal_value=2.79846e-07 9.46214e-07 0.0208417 -6.39652e-07 1.15432e-05 0.000502338 0.000870464 -2.04018e-05 0.000255162 8.45301e-05 -0.000113111 0.000391522 -0.000744816 -6.73302e-05 -0.000456389 -0.000200816 4.25777e-06 -1.54487e-05 -0.000104009 0.000217117 0.000785073 -0.000125468 2.62749e-05 0.000559287 -0.000212227 -5.81166e-05 2.92963e-05 -7.81827e-06 -4.82165e-05 -0.00039458
internal_weight=41.8245 41.8232 0.00318227 41.8201 41.2909 2.52332 1.52077 38.7676 5.64139 5.06749 4.55475 2.53204 2.02271 33.1262 3.89767 3.38489 2.87681 29.2285 21.1679 8.06067 3.03277 5.02789 4.52086 1.51468 2.3721 20.6487 14.6063 14.0977 13.5879 3.54158
internal_count=4034 3104 465 2639 2440 65 56 2375 339 266 216 110 106 2036 531 461 434 1505 1105 400 142 258 131 91 428 998 826 744 706 317
is_linear=0
shrinkage=0.1


Tree=747
num_leaves=31
num_cat=0
split_feature=8 8 14 16 19 23 0 2 9 17 20 6 6 5 9 22 17 21 6 13 17 19 6 20 21 17 20 6 20 21
split_gain=3.92862e-05 5.22567e-05 0.000104462 5.29315e-05 3.95532e-05 0.000133281 0.000153619 0.000146568 0.000127758 0.000240225 8.64932e-05 6.87131e-05 0.000104593 0.000158845 0.000234407 0.000141286 0.000325145 0.000101452 0.000156572 5.69776e-05 5.56954e-05 4.83261e-05 3.44916e-05 3.32545e-05 0.000125408 0.000231459 3.58594e-05 4.24534e-05 3.12298e-05 4.01603e-05
threshold=8.8430989333000021 8.7431769115000026 137.67556691715004 22.614947116400003 14.451165964200003 0.13041500000000003 87.48511602295001 219.24808729375005 187.94830913940004 191.58460912770002 40.664404858950007 16.465384711100004 16.375382608200002 20.769304081650002 195.10791980860003 -0.088224999999999984 195.76335783930003 14.824703203750003 16.505385645700006 117.59584708395001 197.20536406400001 14.551174033150001 15.885371159150003 40.280372415600006 3.4801976177500005 182.63036160245002 40.377444152000002 14.865347326450001 42.824128352900011 7.4475783437000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 6 7 8 -6 -10 -11 12 13 22 -15 -14 -17 18 -13 21 28 -12 23 24 -4 -26 -25 -28 29 -20
right_child=-2 3 4 -5 5 -7 -8 -9 9 10 19 17 15 14 -16 16 -18 -19 20 -21 -22 -23 -24 26 25 -27 27 -29 -30 -31
leaf_value=0.029457130536732296 -0.00085565021328566605 0.0010103992469724333 -1.8020352074168715e-05 7.6304969912913039e-05 0.0015343934297696793 0.001768262585362453 -0.0015607917789533662 0.001849538820721963 -0.0020627882497806205 0.00095120160560856941 0.0010391148724047999 -0.0019078220226283341 0.00016432846754987836 0.00025312878749794547 -0.0027538627251711863 0.0032127121233502666 -0.00034114430534993759 -0.0016651138534235317 6.4396278618452228e-05 -0.00071412060090520987 -0.0011208087553249335 -0.00034333540254519017 0.00080303049974409955 0.00089030101936516 0.0003058488605652889 -0.0026945181021947608 7.1144306183946763e-05 -0.00086614210470527242 0.00072196389998379143 -0.00046741368320541658
leaf_weight=0.001202402558965753 0.52945636330922141 1.0153212834716066 5.0479448302728072 1.50714345270228 0.51218776631560281 0.50997097876461328 0.51735569540960558 0.51324696632635269 0.55693746002535283 1.0122788215812764 0.50623025155384505 0.51255389764647574 4.0091505637211329 0.50758967155009205 0.52985853672089434 0.52717458458415734 0.50314862196466237 0.51124790993852975 4.8721202906749994 1.0066526283105384 0.50440004342402112 0.50521589392388222 0.50675855965755445 0.50450969389814027 0.50252215612455042 0.52649249214496396 10.54692842380134 0.50645016627640949 0.50793071509240828 2.0040771912808335
leaf_count=22 201 29 557 36 65 13 76 70 28 19 18 54 62 240 143 96 12 43 283 23 27 22 22 24 52 292 1257 38 159 51
internal_value=2.808e-07 1.12551e-05 -1.7438e-05 0.000452289 -1.83521e-05 0.000226448 7.31802e-05 0.000256443 5.69914e-05 -0.000153948 0.000196867 -6.0026e-05 2.73365e-05 -7.91896e-05 -0.00128264 0.00043275 0.00147722 -0.000297426 -0.000214196 -0.000181507 -0.000104153 0.000348583 -1.03689e-05 -3.3743e-05 -0.000223124 -0.00122928 6.58305e-05 2.81992e-05 -3.47067e-05 -9.06005e-05
internal_weight=41.8241 41.2946 38.7721 2.52246 38.7709 5.64008 5.13011 4.61275 4.0995 3.58732 3.03038 33.1309 24.2185 19.1791 1.03745 5.03947 1.03032 8.91233 8.40108 2.0181 7.88853 1.01145 18.1416 17.6348 6.07696 1.02901 11.5579 11.0534 7.38413 6.8762
internal_count=4034 3833 3768 65 3746 334 321 245 175 110 82 3412 2795 2625 383 170 108 617 574 63 520 40 2242 2220 901 344 1319 1295 493 334
is_linear=0
shrinkage=0.1


Tree=748
num_leaves=31
num_cat=0
split_feature=15 21 19 3 8 19 10 7 5 6 5 22 21 21 2 18 5 12 9 9 22 12 9 0 10 7 17 5 2 4
split_gain=3.47593e-05 0.000227134 6.77919e-05 0.00016966 3.43279e-05 6.2985e-05 0.000762595 0.00113219 5.64528e-05 6.58534e-05 0.000128881 7.16608e-05 0.00026792 0.000452183 6.05622e-05 0.000157534 0.000414302 4.62449e-05 4.40467e-05 8.79056e-05 0.000170137 4.90203e-05 0.000177064 0.000300779 0.000119349 6.12684e-05 6.03282e-05 8.99684e-05 4.834e-05 7.19834e-05
threshold=46.435439118750004 15.285239689500001 14.651182102100002 76.172084209950015 8.8430989333000021 14.351157895250003 61.853356207250009 21.946499523750003 20.204934414350003 16.285380505300001 20.769304081650002 -0.067109999999999989 13.386374432050003 0.89981818375000011 108.24034454255001 12.949585557300002 20.872540794500004 63.174563425750001 203.06170522940002 201.61239113610003 0.070580000000000018 109.22180275385001 192.39832633775004 85.764502819450016 61.966271448700006 23.271765593750004 196.80409074510004 17.679107616400003 62.922191810850009 180.08554717660002
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -5 -7 10 -10 14 13 -13 15 -11 -17 -8 19 21 -21 -19 23 -23 -24 -26 -27 -28 -20 -30
right_child=1 -3 -4 4 -6 8 17 -9 9 11 -12 12 -14 -15 -16 16 -18 18 28 20 -22 22 24 -25 25 26 27 -29 29 -31
leaf_value=-0.029435619755577309 -0.0021751240822130281 0.00040589279394239629 0.0011539450260019783 0.014464905341488747 -0.00079947080553248494 0.001224592215890171 -0.019938188516858097 -0.091736223111322568 0.00054284896801084625 -0.00019827659779052612 -0.0016948796050335136 -0.00012422384298433118 -0.00016606427941735492 0.0039780434891127812 -9.6712009221633512e-05 -0.00060201232630337318 0.0034257869301036561 9.9744552602535317e-05 0.0010475248443623795 -0.0023471588437287195 0.00024183369314998744 0.00024986322810359668 0.0013824193415904412 -0.003179448348789797 -0.0012559989507686725 9.7085589353391328e-06 0.00012279660745375995 -0.0017590380827623789 -0.0011134785620521628 0.00010499157805665237
leaf_weight=0.0019575670192456531 0.51576144287446268 1.0059992018261992 0.5185990654613083 0.0018403053772172431 0.52392169906047215 0.5203720843710461 0.0011705704641887795 0.0022085273696355046 0.50254738712101132 1.3602242349788842 0.52757632792236109 0.54494597016309965 1.5135320858908015 0.53005797281420541 5.5212664776295242 0.50252568212454185 0.51925521220618975 6.5385859459193805 0.50524940664945361 0.51361069041419749 0.50183017095262805 0.50176993422608263 0.50890163546137035 0.52165786794872893 0.51267905831628002 5.5166026170128717 0.50245708741856254 0.51388937164119852 0.50938612938057204 10.063512055932433
leaf_count=925 129 19 67 370 153 72 8 11 9 27 74 4 32 56 127 8 95 228 14 69 8 173 10 436 42 138 42 45 60 583
internal_value=2.76486e-07 -0.000468876 1.79911e-05 3.18338e-06 4.632e-06 1.53633e-05 -6.88933e-05 -0.0434649 0.000205782 0.000159768 -0.0006032 0.00023468 0.000691339 0.0018985 8.51113e-05 0.000506561 0.00144486 -6.24363e-05 -6.15813e-05 -0.000167015 -0.00106768 -0.000106514 -0.000263736 -0.00149811 -9.65118e-05 -0.000203334 -0.000120725 -0.000828705 9.19517e-05 4.62875e-05
internal_weight=41.8239 1.52176 40.3021 39.7835 39.7816 39.2577 27.2154 0.00404883 12.0423 11.5219 1.03012 10.4918 2.58854 1.075 7.90327 2.38201 1.02178 27.2113 27.2101 16.132 1.01544 15.1165 8.57796 1.02343 7.55453 7.04563 6.53295 1.01635 11.0781 10.5729
internal_count=4034 148 3886 3819 2894 2741 2237 381 504 432 83 349 92 60 257 130 103 1856 1848 1191 77 1114 886 609 277 267 225 87 657 643
is_linear=0
shrinkage=0.1


Tree=749
num_leaves=31
num_cat=0
split_feature=23 23 9 20 5 10 23 18 22 4 8 23 15 14 17 15 12 0 6 23 7 6 23 6 6 15 23 13 20 21
split_gain=2.90134e-05 0.000197241 0.000149007 0.000820406 0.000240487 0.000182 0.000161194 0.000151086 8.81918e-05 0.000106319 0.000288965 5.80955e-05 0.000104179 0.000109395 0.0001852 8.30139e-05 0.000245565 0.000224786 0.000400992 6.43432e-05 0.000217016 0.000118497 6.00013e-05 5.04924e-05 5.46388e-05 8.15987e-05 0.00024596 7.53045e-05 0.000209092 0.000290913
threshold=0.10469000000000002 0.10661000000000002 179.18874144770004 44.756878345700009 13.154029769200003 81.188747081400024 1.0000000180025095e-35 12.305297263050003 -0.093879999999999991 257.02843249410006 8.0437227585500022 0.09180000000000002 46.074827201850006 277.23638966875006 192.77618096940003 37.870720399650004 133.18488666030001 85.995710218650018 16.535386346650004 0.088555000000000023 23.203497038450006 16.565387047600002 0.090735000000000024 16.495385412050002 16.265380038000004 36.742238227650013 0.088350000000000026 108.21850512495001 36.124181380200007 12.706368345750002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -6 -3 10 -10 12 13 19 -15 16 -13 -17 -19 21 -21 23 -22 24 27 26 -26 -9 -29 -30
right_child=1 8 4 6 7 -7 -8 11 9 -11 -12 15 -14 14 -16 17 -18 18 -20 20 22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.089771800630954274 -0.0020720807086535681 -0.0013122394143267465 0.062856629714293205 -0.012512037091085566 -0.037847503980716297 0.0057609815064663351 0.039903494739263315 2.6991149586643947e-05 -0.00075264919596624538 -0.00010720525085385258 0.0025772300130544458 0.00020051047468043668 -0.0014616031115756605 -0.00039015559074305755 0.0022788451204262725 0.00014997366831940708 -0.0020515875160540243 0.0037789606203861362 -0.00014983963770153771 -0.0023643744648562492 0.00024857965145121304 0.0015001596039048068 -0.0010112393968252705 -0.00045718736837684808 0.0026200914677840504 9.3873287743013296e-05 -0.00048521629110026668 0.00037596014842541828 -0.0032865137128708886 7.6677842631404306e-05
leaf_weight=0.0011505208164698877 0.5093996010113554 0.51290774300381414 0.0010610553794303248 0.0011909966502693017 0.0010523473847418021 0.0011782703257660343 0.0011563853177268546 8.535148548047685 0.50095516553599828 6.5238015467829511 0.54318721665430303 6.033936061374467 0.50840213186036365 0.50387013157295235 0.53712143199978524 2.9195086830560055 0.52640127979556428 0.53249603152276825 0.50725949951447546 0.51672882981934565 1.5089272589888802 0.51287070165386595 0.50442414790352064 2.5134054085894766 0.51948011143076545 4.0103225115653345 0.50112219888251275 1.0051309996306366 0.52908301248999101 0.50048373507121369
leaf_count=856 54 125 54 186 29 295 409 265 31 132 96 160 111 43 280 76 160 95 9 27 41 54 38 45 114 60 3 27 151 8
internal_value=2.54525e-07 -0.000163567 4.26003e-05 -0.0205959 4.47728e-05 0.0328145 0.0133093 4.25643e-05 -4.32589e-05 4.27446e-05 0.000979632 4.37643e-05 -4.62384e-05 -1.38224e-05 0.000986971 0.000238035 1.98022e-05 0.000599638 0.00186224 -6.30643e-05 -0.000536246 1.20715e-06 -6.70548e-05 -4.1233e-05 2.57805e-05 0.000297042 0.00109537 -0.000103332 -0.00065001 -0.00165163
internal_weight=41.8232 8.59025 33.2329 0.0034979 33.2294 0.00223933 0.00234738 33.2272 8.08085 7.56794 1.04414 33.2261 22.7065 22.1981 1.04099 10.5196 6.56034 3.95926 1.03976 21.1571 2.53008 18.627 2.01335 18.1142 15.6008 5.03092 1.0206 10.5698 2.0347 1.02957
internal_count=4034 438 3596 1451 2145 349 595 1796 384 259 127 1767 1267 1156 323 500 320 180 104 833 106 727 79 673 628 177 117 451 186 159
is_linear=0
shrinkage=0.1


Tree=750
num_leaves=31
num_cat=0
split_feature=8 19 15 22 22 9 21 10 2 22 23 14 16 23 16 15 18 21 6 20 21 17 10 6 23 20 20 9 12 23
split_gain=2.65838e-05 4.44874e-05 7.60503e-05 0.000157394 7.89091e-05 0.000265417 0.00012146 0.000226639 5.99417e-05 6.78852e-05 0.000107403 0.000123225 5.19379e-05 0.000170189 7.71654e-05 0.000173289 0.000315583 7.09694e-05 6.11512e-05 6.64762e-05 4.93897e-05 7.32026e-05 6.04179e-05 5.97467e-05 4.80135e-05 0.000125603 7.88708e-05 3.90803e-05 4.80805e-05 0.000342645
threshold=8.8430989333000021 14.351157895250003 46.074827201850006 -0.086139999999999994 -0.063749999999999987 193.67618212375001 12.377125061300001 61.987779113750001 93.57193670880001 -0.095204999999999998 0.087245000000000031 180.73420799095001 22.594947163200004 -0.27628999999999998 22.634947069650003 36.207782793200003 12.933745112000002 12.706368345750002 16.445384243750002 42.660927378600007 8.0341677368500015 195.18216166535004 62.068432857650002 16.605387982250004 0.10932000000000001 33.708131650200009 38.179089776100007 203.06170522940002 138.40631362945001 0.083155000000000021
decision_type=2 2 2 2 2 2 2 2 2 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 8 -6 7 -7 -3 10 -10 -12 13 -1 15 -14 -17 24 19 -16 21 22 -11 -24 25 -15 -26 28 -27 -30
right_child=-2 2 3 -5 5 6 -8 -9 9 20 11 -13 14 17 18 16 -18 -19 -20 -21 -22 -23 23 -25 26 27 -28 -29 29 -31
leaf_value=-0.038765496538746384 -0.00070353765744716221 0.0011049237878948859 0.00058080937902869423 -0.0019050619811599645 0.0026983327185791176 -0.00027895610636157782 -0.00019285808803610959 0.0026260692242899932 0.00010317707780712606 -0.00020411026380330057 -0.00010791462224789774 -0.0023107853926934451 0.00010782741101173025 -0.031040729123328639 0.0014064659583495221 4.3809034730267206e-05 -0.003476019105225769 0.0011704862375534839 -0.00029525172111998481 -0.00021530575274356391 0.00052220773263370556 -0.001164606857761918 0.0015205291619937149 -1.910573135577187e-05 0.0001992191269283676 2.1172225503708727e-05 -0.0015623480345458773 0.00016507643404197177 3.5921709913409427e-05 -0.0027760920086775842
leaf_weight=0.0011319261388064153 0.52990171906382855 0.52262768578657315 0.50487766871811246 0.514005352465287 0.52494298446835097 0.55617688863640091 2.0104077491268981 0.51931225613225251 1.5051037489431114 1.8606946255167729 0.499639071524143 0.51637643480273709 1.000722058117389 0.0013021035868331357 0.51049216946654474 0.50129680601094129 0.51787028119755973 0.51529620342250382 3.0126754076639202 0.50059503913462322 2.5175730710161588 0.5117502982152472 0.50831385276978813 0.49993607401847839 0.50477753317632579 7.5506516964306227 0.51193817736087865 9.5629117385519873 2.5055136938969715 0.52393396128919567
leaf_count=190 201 99 48 69 62 20 26 54 34 14 2 55 4 177 33 10 41 358 58 10 32 61 63 2 82 594 63 766 493 313
internal_value=2.50371e-07 9.28192e-06 0.000157626 -0.000673261 0.000225066 0.00061962 0.000266009 0.00112377 6.57434e-05 1.23696e-06 -0.000433086 -0.00122749 -6.33443e-05 8.92973e-06 -0.000322578 -0.000826907 -0.00174472 1.09545e-05 -6.94098e-05 0.000603518 0.000186881 -6.28334e-05 0.000133696 0.000757108 -1.72815e-05 1.6559e-05 -0.000687768 1.85667e-05 -0.000113857 -0.000450408
internal_weight=41.8227 41.2928 13.5717 1.01888 12.5529 3.61084 3.0859 1.07549 8.94201 8.41939 2.52112 1.01602 27.7211 21.6775 6.04365 2.01989 1.01917 21.6763 4.02376 1.01109 5.89827 3.38069 2.86894 1.00825 21.161 20.1443 1.01672 20.143 10.5801 3.02945
internal_count=4034 3833 641 117 524 162 100 74 362 263 91 57 3192 3036 156 55 51 2846 101 43 172 140 79 65 2488 2343 145 2166 1400 806
is_linear=0
shrinkage=0.1


Tree=751
num_leaves=31
num_cat=0
split_feature=16 5 16 10 2 17 23 15 22 10 13 8 13 16 5 21 7 17 17 4 20 23 21 15 17 3 15 15 15 22
split_gain=4.96126e-05 9.79356e-05 0.000171761 3.63917e-05 0.000112184 9.0562e-05 0.000102716 4.47714e-05 0.000136317 3.36824e-05 0.00019302 9.23895e-05 4.55945e-05 0.000102495 0.000421676 8.53088e-05 9.41644e-05 0.0014654 0.000496636 3.24069e-05 6.01742e-05 0.000155632 0.000118091 4.60902e-05 7.19122e-05 3.83855e-05 3.85103e-05 5.55558e-05 6.62182e-05 3.59957e-05
threshold=12.604970524100002 13.154029769200003 14.764965473100002 61.923256118600001 187.91736117530004 191.46721301340003 0.10249000000000003 46.435439118750004 -0.086139999999999994 61.987779113750001 117.62810858150002 8.4434108459500017 117.55283175385001 22.604947139800004 24.041678002600005 14.894616075700002 22.407814303000006 189.43751236195004 186.26099832155003 244.52697497700004 41.289992964000007 0.096515000000000031 4.0847671134500008 28.343014915050002 197.78839148195001 93.090551224900011 25.621990087700002 26.583493790300004 33.423812040500003 -0.074999999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -9 10 -5 -12 15 -14 -15 16 17 18 -11 20 -18 22 -22 29 -25 26 -21 -28 -29 -24
right_child=1 3 -4 7 -6 -7 -8 8 -10 12 11 -13 13 14 -16 -17 19 -19 -20 25 21 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.020279340396535579 0.048717099053314804 0.001575794001203509 -0.00011974870029548304 -0.0020951132611854938 0.0016663358380794126 -0.0011504720054022425 2.1761777508075877e-05 0.00048345250390127264 -0.0018289065300808906 0.0073719361560388181 -0.00046721362512590087 0.00076769478907377407 -2.8416110562994226e-05 0.003232185772444874 -0.00024055232549369265 -0.0013028965192041788 -3.2746824157468313e-05 0.097066624776498509 -0.08566996701204134 -0.00095574810223609001 0.0015885209287244747 0.0020194431958075725 -0.0012010878347334065 0.0012470100727576925 -7.4920281030470428e-05 -0.0010076012237603686 0.00095524845129163222 -0.0012275086024149454 -5.0741707886715711e-05 -3.8273382114544446e-06
leaf_weight=0.0012063152805968915 0.001136347654598655 0.51654778946587399 0.0019663098529831072 0.51529400863289199 0.51396535760337636 0.50784070018573846 2.408270621012548 0.50488081756878245 0.51498645684648525 0.0013414324631172416 1.5079068681046695 1.0127116119772379 3.011556982093011 0.53800198577255265 0.99873836965530671 0.51692111488962211 14.609876214737 0.0013936962135971953 0.0010023909316489998 0.51027051254985956 0.51551649349755813 0.51567030228875399 0.50412225140212286 0.51768894162688672 2.0064794511117725 0.50496974277794926 0.5056679988598195 0.51054022121903653 7.5454982638275396 0.50035325448516255
leaf_count=930 209 340 256 100 160 16 48 49 72 178 28 21 45 73 29 96 485 9 10 106 98 33 46 111 31 22 24 105 297 7
internal_value=2.47175e-07 8.32132e-07 0.0177667 -4.85996e-07 0.00028849 8.21884e-05 0.000296217 -3.06006e-05 -0.000684183 -1.25127e-05 -0.000331584 2.89369e-05 1.61331e-05 0.000310687 0.000975229 -2.96422e-05 -6.74955e-06 0.0158649 -0.0324196 -8.81312e-06 6.62334e-05 0.00038337 0.000174755 -3.17892e-05 0.000196198 -0.00015903 -0.000111797 -6.14977e-05 -0.000125318 -0.000604704
internal_weight=41.8223 41.8211 0.00310266 41.818 3.94662 3.43266 2.92482 37.8714 1.01987 36.8515 3.03591 2.52062 33.8156 4.5483 1.53674 29.2673 28.7504 0.00373752 0.00234382 28.7467 19.1697 4.55983 4.04416 3.52864 2.52417 9.57695 9.07198 8.56171 8.05604 1.00448
internal_count=4034 3104 465 2639 564 404 388 2075 121 1954 149 49 1805 147 102 1658 1562 197 188 1365 811 326 293 195 142 554 532 426 402 53
is_linear=0
shrinkage=0.1


Tree=752
num_leaves=31
num_cat=0
split_feature=16 5 8 19 15 22 22 2 2 23 8 22 21 6 16 9 22 19 22 23 16 12 0 21 21 21 12 23 6 9
split_gain=4.03617e-05 8.34672e-05 3.35643e-05 3.50363e-05 7.98345e-05 0.000140269 8.6366e-05 0.000362594 0.000106476 5.86251e-05 0.000133712 0.000525707 5.29005e-05 0.000290247 4.90149e-05 4.67228e-05 4.60516e-05 7.86543e-05 4.6163e-05 0.000104827 0.000152229 9.05909e-05 8.16522e-05 6.46384e-05 0.00043038 0.000148303 0.000135239 5.55019e-05 0.000113507 6.05697e-05
threshold=12.604970524100002 12.035423697300002 8.8430989333000021 14.351157895250003 46.074827201850006 -0.086139999999999994 -0.012794999999999999 210.62522394830003 93.57193670880001 0.10721500000000002 8.4434108459500017 -0.081629999999999994 7.3575695755500012 16.465384711100004 22.594947163200004 199.17419511990002 -0.096529999999999991 13.151061067750001 0.010890000000000002 0.10469000000000002 20.404952284350003 92.218642671200016 96.531777631850005 6.7094573673000006 5.2761091985000013 4.6887961308500001 146.83961421510003 0.090390000000000012 15.115353167800002 195.70012057590003
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 6 -6 8 -8 -5 10 11 14 15 -14 -10 -12 17 -3 23 20 21 -20 -23 24 25 26 -18 28 -25 -29
right_child=1 2 -4 4 5 -7 7 -9 9 -11 12 -13 13 -15 -16 -17 18 -19 19 -21 -22 22 -24 27 -26 -27 -28 29 -30 -31
leaf_value=-0.01832703566397206 0.021265646990569046 0.001378258643407154 -0.0007913089168497926 0.0015002387332446075 0.00047472909800737388 -0.0018723894191682328 0.002911163645735656 -0.00024153664330683346 -0.0010065482075819862 -0.00033096282469719039 -0.00065725046035998089 0.0035833907485819634 0.002298392919149551 -0.0010717189991050822 0.00038545572491270304 3.1714089788624603e-05 -0.00026619984894141045 8.2582538910114548e-05 0.0013272073431023679 -0.0013120400584787715 0.0018363400854120048 -0.0012712638631420974 4.7875321184870141e-05 0.00034028374136319873 -0.0032291293690908936 0.00088503960913980956 -0.0019637107406989666 -0.00047679287812748015 -0.0017699520701790162 0.00024583378080178384
leaf_weight=0.0012016024645394854 0.0018457414802303109 0.51671899558543977 0.52945833097846318 0.52547518518622283 0.50452022126272844 0.51404867222722284 0.57257365313895903 1.0053011322961536 0.50671840183283834 3.0099553656159515 1.3680798814485795 0.52698517098269948 0.5160873574495779 0.50621472546140467 0.50511240044397709 3.5089934447110522 4.5298016818042486 5.0229498785762008 0.51125569701264861 0.51220973263571057 0.50898490868175361 0.50898952289407962 6.0071007752871424 0.5100378820566569 0.5160784619251001 1.0103987495132285 0.52357445216649612 1.5081287601317406 0.50953901010328329 5.0237033086642668
leaf_count=930 387 376 199 104 48 69 53 25 27 46 24 122 26 19 15 63 126 495 40 50 23 190 67 78 47 23 175 43 35 109
internal_value=2.48194e-07 7.74776e-07 -1.6378e-07 9.98112e-06 0.000141637 -0.000709809 0.000210733 0.000902504 0.000111265 4.14081e-05 0.000192092 0.00102225 -2.44492e-05 0.00062961 -0.000311651 -0.000161549 -5.44711e-05 0.000203438 -0.000118887 7.22745e-05 0.00016636 4.54047e-05 -5.51662e-05 -0.000227764 -0.000456883 -0.000220941 -0.000442077 -2.81234e-05 -0.000714318 7.89872e-05
internal_weight=41.822 41.8208 41.819 41.2895 13.5701 1.01857 12.5515 1.57787 10.9736 10.4481 7.43819 1.53882 5.89938 1.0223 1.01183 4.87707 27.7195 5.53967 22.1798 8.04854 7.53633 7.02735 6.51609 14.1313 6.57985 6.06377 5.05338 7.55141 1.01958 6.53183
internal_count=4034 3104 2717 2518 641 117 524 78 446 342 296 164 132 45 42 87 1877 871 1006 370 320 297 257 636 371 324 301 265 113 152
is_linear=0
shrinkage=0.1


Tree=753
num_leaves=31
num_cat=0
split_feature=19 22 14 22 14 22 4 12 7 6 21 22 14 17 13 9 9 13 15 4 22 23 6 23 15 19 13 5 21 23
split_gain=4.08176e-05 8.20735e-05 4.23835e-05 0.000242058 0.000119349 3.95479e-05 3.49401e-05 0.00012705 8.80581e-05 5.32827e-05 6.8744e-05 0.000105945 8.50735e-05 8.33304e-05 6.17416e-05 5.63109e-05 0.000100021 0.000288798 5.52839e-05 0.000108544 4.91145e-05 7.26654e-05 0.000189905 6.03788e-05 6.17549e-05 4.88072e-05 7.89324e-05 5.34236e-05 0.000106516 5.33505e-05
threshold=14.651182102100002 -0.086139999999999994 137.67556691715004 -0.044409999999999998 143.06733454090002 0.26941000000000009 244.52697497700004 174.18091207835002 22.977992916200005 16.525386113000007 2.9212203061500004 -0.067109999999999989 252.13492375955002 207.10399803250002 117.64961624655002 216.0493559571 201.61239113610003 99.768681220950015 42.493282152450007 254.30081718620002 -0.099639999999999992 0.09013000000000003 16.545386580300001 0.086230000000000015 37.050691080100002 14.551174033150001 117.54745483760001 22.649179082500002 2.0976681454000006 0.12084500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 6 7 20 -8 10 11 -10 13 -12 15 16 -14 -18 19 -11 21 23 -23 -6 -25 27 -27 29 -29 -22
right_child=1 -3 4 -5 5 -7 8 -9 9 18 12 -13 14 -15 -16 -17 17 -19 -20 -21 25 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0430347763942696 -0.00028173121555005173 0.001509916009460462 -0.03166718343665692 -0.019397054208734082 0.001061339169661883 -0.0008912823493753756 -0.001402721740761283 0.0016233240037230501 -0.00023238831043094206 -2.5772678043616381e-05 -0.0018420220430904865 0.0018056000487782012 3.5510852499110394e-06 -2.4089974183899063e-05 0.00052035483665526904 0.00093192135407203628 0.00012069033420801109 -0.0027555331047091026 -0.00011325900224130081 -0.0020983768904692169 -2.344937707921321e-06 0.0024311634476320045 -0.00029011438979185277 -0.0011097513645685073 0.00016739559558122342 0.00021596884512364913 -0.0015123882038989406 -6.3401922868337629e-05 0.0017586330935565504 -0.0010452742334328845
leaf_weight=0.0012924575614476908 0.50566179219870833 0.51719098324581725 0.0011913252390048914 0.0011954198826050746 0.51294515388485828 0.50891131145370749 0.51472749124774608 0.51768349498553234 0.50669851379162312 0.50211272222514869 0.50855984683216882 0.5136668654352603 7.5284702602770617 0.50008642526998304 2.0123687011135312 0.51144700228136386 1.0018865454660506 0.53579021029104357 1.5101625048546656 0.50865644788039077 16.628375866542171 0.52076792576820385 0.5052363656983232 0.50603618517689186 1.5035104503185719 0.50792766672930223 0.55073899134311155 0.86140860473906722 0.51128655482284935 0.50539638896907391
leaf_count=32 22 55 11 9 556 161 362 41 345 7 38 165 549 10 30 143 46 180 40 34 662 159 40 67 11 34 27 41 131 26
internal_value=2.53196e-07 0.00062419 -1.53894e-05 0.0130364 -1.61853e-05 -1.5261e-05 -4.19473e-06 7.39876e-05 -0.000115128 -7.40645e-05 4.10746e-06 0.000793565 -5.9831e-05 -0.000940692 1.68282e-05 -8.89688e-05 -0.00014656 -0.000881505 -0.000496377 -0.00106878 3.92866e-05 0.000381573 0.00109112 9.29698e-05 -0.000154211 -2.27933e-05 -0.000683156 1.49829e-05 0.00061525 -3.31083e-05
internal_weight=41.8214 1.02285 40.7985 0.00248788 40.796 40.7949 40.2859 23.6313 16.6546 16.1399 13.619 1.02037 12.5986 1.00865 11.59 9.57759 9.06615 1.53768 2.52093 1.01077 23.1136 3.5485 1.026 2.52249 2.00955 19.5651 1.05867 18.5065 1.3727 17.1338
internal_count=4034 77 3957 41 3916 3905 3744 1795 1949 1587 1506 510 996 48 948 918 775 226 81 41 1754 833 199 634 78 921 61 860 172 688
is_linear=0
shrinkage=0.1


Tree=754
num_leaves=31
num_cat=0
split_feature=8 15 7 19 8 14 2 22 22 2 22 2 7 6 4 7 16 2 20 22 3 9 22 22 4 13 10 21 2 6
split_gain=4.81888e-05 3.29561e-05 0.000144457 8.97054e-05 4.1478e-05 0.00010046 5.69e-05 4.23132e-05 0.000177655 0.000238781 0.000128265 0.000917113 0.00228475 0.000415822 9.5273e-05 0.000140538 8.50657e-05 5.22106e-05 5.03521e-05 0.000254719 7.00482e-05 6.78035e-05 6.1496e-05 8.35097e-05 0.000126111 4.8174e-05 0.000200419 7.41536e-05 6.27317e-05 4.94772e-05
threshold=8.8430989333000021 46.435439118750004 23.514778597300005 14.651182102100002 8.7431769115000026 137.67556691715004 74.580378076100018 -0.053159999999999992 -0.041369999999999997 76.243484112200022 -0.067109999999999989 71.340832650850004 23.314707969200004 14.865347326450001 169.62532823300003 22.407814303000006 22.654947022900004 49.864842700850012 38.179089776100007 0.086310000000000026 85.63276837105002 188.96048214565005 0.022350000000000005 -0.023719999999999998 308.60034485820006 117.60122400020002 61.950140699950005 10.959760372700002 101.78954948125002 16.265380038000004
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -6 10 9 -9 11 12 -7 17 15 -13 18 -12 20 21 -10 -20 23 -23 -25 29 27 28 -27 -16
right_child=-2 2 -4 -5 6 7 -8 8 16 -11 13 14 -14 -15 25 -17 -18 -19 19 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.029149189441344561 -0.00094824654897293084 -0.0018166164830456669 0.00024773067245737504 0.0013419836321436215 -0.00017978929804804867 0.018555893833290368 0.00079124469380473055 0.00014177720055028522 2.257327849507405e-05 -0.0029214369593257633 0.00049329474701244607 -0.00022431117466844663 -0.10004425979577838 0.003238166964722013 -0.00022378114125726673 0.0021311133760765731 0.0011525520373370246 -0.00094601080932699274 0.0010556246275744757 -0.0023201685398233393 0.0013739064955462545 -0.00018504766305364815 7.5987591314452782e-05 -0.0023089420526467637 -7.5379615259599315e-05 0.00016524815168401615 -0.002210414025527796 0.0010608695850007428 -0.0012370903116599374 0.00015616383743208612
leaf_weight=0.0011811379538916303 0.528872735681161 0.50997290328011891 1.0109772227296452 0.51430360548874787 1.0017166722432187 0.0034366976234848625 1.5178110007344683 0.50076542579336381 1.5095473784854552 0.51740425059955752 0.5016546100378072 0.50152638069564293 0.003080042841072661 0.52620848734659365 5.0771551735731952 0.51182900483280491 0.56599211053139775 0.50649037945477349 0.50617280105847484 0.52851984672672614 0.51427874767903947 4.0123052273060527 6.5087405567728638 0.51001764104467973 0.50121332344340885 0.85940159890014933 0.50865421443634762 0.50690030111825013 0.50728949651288513 10.547821327778172
leaf_count=22 201 70 61 37 9 24 49 4 165 38 2 71 84 60 1526 36 56 58 232 308 57 101 71 45 59 6 12 19 89 462
internal_value=2.4574e-07 1.2394e-05 -0.000444443 2.98645e-05 1.26746e-05 -1.42441e-05 0.00040518 -1.51818e-05 -0.000136184 -0.00141486 8.00067e-05 9.081e-06 -0.0374987 0.000959537 2.19318e-05 0.000965375 -5.02885e-05 -0.00022981 -9.69479e-05 -0.000171497 0.000365963 -7.71643e-05 -0.000126884 -0.000389735 -0.00120188 -3.11604e-05 -0.00045005 2.78645e-05 -0.000355273 3.27051e-05
internal_weight=41.8212 41.2924 1.52095 39.7714 39.2571 36.7376 2.51953 36.7364 16.175 1.01817 20.5614 19.0271 0.00651674 1.53435 19.0206 1.01336 15.1568 1.00814 14.5908 12.567 2.02383 12.0384 11.5323 5.02354 1.01123 18.0072 2.38225 1.87359 1.36669 15.625
internal_count=4034 3833 131 3702 3665 3607 58 3585 1136 42 2449 2329 108 120 2221 107 1094 60 1038 816 222 508 276 205 104 2114 126 114 95 1988
is_linear=0
shrinkage=0.1


Tree=755
num_leaves=31
num_cat=0
split_feature=8 22 15 20 22 14 17 5 15 20 0 20 9 21 15 21 19 22 5 20 22 6 12 9 18 20 22 22 14 2
split_gain=3.90068e-05 3.20811e-05 5.17812e-05 0.000938835 3.7326e-05 0.000148397 0.000112596 0.000273705 0.000206412 0.000161275 4.45505e-05 3.03815e-05 0.00021101 2.78201e-05 6.44839e-05 0.000172899 4.08186e-05 3.33374e-05 0.000164651 0.000462463 0.000109797 0.000348685 5.81901e-05 4.65902e-05 9.595e-05 0.000234871 4.23245e-05 0.000238578 6.22451e-05 0.000168675
threshold=8.8430989333000021 0.26941000000000009 17.855957135100002 40.750688432250008 0.12427500000000002 194.20226397200003 174.76883460675 20.971847224900007 19.215947067900004 34.19870408380001 89.813320763900023 34.883496062400006 177.77223095870002 15.803805445550003 46.074827201850006 15.285239689500001 14.651182102100002 -0.053159999999999992 21.788492303450003 40.206947806850003 -0.067109999999999989 14.865347326450001 237.95588294345001 201.14010537530001 15.205124517800002 38.903925214650009 -0.085584999999999994 -0.080019999999999994 178.66997565985002 74.580378076100018
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 10 7 -4 -8 -10 -6 -11 -13 14 16 -16 17 20 23 -20 22 -22 26 -19 25 -25 28 -28 29 -14
right_child=-2 -3 4 -5 5 -7 8 -9 9 11 -12 12 13 -15 15 -17 -18 18 19 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.063828494717630177 -0.00085289371242338674 -0.00077780129165441465 0.060771301948317938 -0.056375856708742123 -0.00081128734232983153 0.0018760196417833335 0.040577354583612849 -0.0051093846612438702 0.030294904667700153 -0.017257303311883916 0.00049125439739089026 0.035178981536237657 -6.5267613406219411e-05 0.00072122786188386393 -0.0020824158623035179 0.00052053769535046336 0.00089437664444652295 -0.00019579106590656705 0.00082245514907256824 -0.003404327642826012 -0.00019969473337522615 0.0029789805263969356 0.0010638664157945231 -3.1810494504764524e-05 -5.4638987915742723e-05 0.0025856540836691547 -0.0022629577030694732 -4.4802826285453717e-05 9.0391627230520631e-06 0.0021591195416275611
leaf_weight=0.0015652619151270775 0.52918462363972807 0.50906051741262714 0.0010345841779833961 0.0011108961786847529 0.54732190994366703 0.52198127876331746 0.0012535539314616475 0.0016150612461651864 0.0017569418304778086 0.0010204945145976243 0.5047397237404887 0.0017047106448931917 1.0097899408686259 0.52158728601976534 0.51723037475691203 0.50369677912874522 0.51162444806322938 7.5286826754736662 0.50646475837856886 0.52946676880519306 1.0082194282607009 0.52468914280325396 0.51276689407740406 1.0024514691685906 4.5085708638941924 0.52098993336781507 0.52847823192388421 5.879402619485842 12.568312648175622 0.51464446544468945
leaf_count=327 201 152 42 595 15 131 87 407 65 18 28 286 97 68 142 12 25 84 12 76 45 54 194 10 82 65 81 154 433 46
internal_value=2.09263e-07 1.11426e-05 2.09905e-05 0.0139306 2.00777e-05 0.000497551 9.07773e-07 0.0206145 -4.8546e-07 -1.78302e-06 -0.000186377 -3.14093e-06 -2.69174e-06 -4.22181e-06 -1.40054e-05 -0.000798192 7.25622e-06 -4.9634e-06 -0.000122707 -0.00133786 7.12649e-05 0.000888313 1.16619e-05 -2.98791e-05 0.000177199 0.000863316 -1.46561e-05 -0.000227741 8.22323e-05 0.000685679
internal_weight=41.8204 41.2912 40.7822 0.00267616 40.7795 1.57404 39.2055 0.00264965 39.2028 39.2016 1.05206 39.1998 39.1988 39.1971 38.6755 1.02093 37.6546 37.1429 14.5966 1.03593 22.5463 1.53291 21.0134 13.5607 6.03201 1.52344 20.5006 6.40788 14.0927 1.52443
internal_count=4034 3833 3681 922 2759 174 2585 449 2136 2049 43 1984 1966 1680 1612 154 1458 1433 329 88 1104 99 1005 241 157 75 811 235 576 143
is_linear=0
shrinkage=0.1


Tree=756
num_leaves=31
num_cat=0
split_feature=16 5 8 19 5 22 6 5 5 15 16 4 16 23 21 18 15 21 10 18 6 9 6 13 18 20 22 19 15 22
split_gain=4.13328e-05 5.89587e-05 3.15574e-05 3.73872e-05 7.55103e-05 7.55613e-05 7.87395e-05 0.00014385 8.19977e-05 9.82525e-05 7.09622e-05 9.11035e-05 0.000104644 8.14645e-05 8.142e-05 6.9381e-05 0.00028719 0.000439685 8.12303e-05 0.000115149 5.6663e-05 4.89383e-05 4.76331e-05 6.85986e-05 3.9529e-05 4.47604e-05 3.7311e-05 9.96428e-05 4.41325e-05 0.000117536
threshold=12.604970524100002 12.035423697300002 8.8430989333000021 14.351157895250003 20.204934414350003 0.13006000000000004 16.355382140900002 20.769304081650002 20.872540794500004 36.548474543700003 22.594947163200004 230.01759355790003 22.634947069650003 0.12746000000000005 11.507908610950002 13.3584252364 40.682889193900003 3.8781687083500005 62.041548276350007 13.531614672700002 16.605387982250004 194.04304600165003 15.51536251395 117.72489307420001 13.204532713600001 41.32819714970001 -0.096529999999999991 13.151061067750001 39.15620581320001 -0.059424999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 10 -5 6 7 -6 20 -10 13 -12 -13 14 26 16 17 -11 19 -17 -8 -14 -23 -24 25 -18 27 -3 29 -28
right_child=1 2 -4 4 5 -7 8 -9 9 15 11 12 21 -15 -16 18 24 -19 -20 -21 -22 22 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.018756012688595929 0.017928043269933407 0.001581030112414935 -0.000767166889317333 0.0013261747879453295 0.00043030761190278533 0.001240392165357784 -0.0014842407774068849 -0.0019254442446429887 0.0015586097371466641 -0.00022018015428675541 -0.0010315753451232664 -0.00081367095252121734 -0.00036498778834071302 -0.0012277039142304757 0.0012934834399244257 -0.00033859261513974949 -0.00059219262144906578 0.0039227041480715437 -0.00092441940411577394 0.00076593872646849471 1.6398773124329094e-05 7.944887525543704e-07 0.0017914362749535491 0.00014347190150517649 0.00054996847425413907 0.00019818985376752197 -0.00064830082021806034 0.00011304353064152248 0.00058769048463175582 5.1114476986561087e-05
leaf_weight=0.0011748751987273867 0.0018344220791907109 0.51511250955362164 0.52946518646347485 0.52114162950601794 0.50200322904128991 0.55499601584597336 0.50634767660221658 0.53594247057658251 0.51116429562523436 0.50217018749026443 1.5133630115071808 1.5140151346862039 1.0036832944471634 0.50486620387128667 0.51998674238832521 2.5039676133989737 1.3663001800778154 0.52294902392804943 1.0125637371394622 1.5148702836887631 0.50017325696535408 1.0002673899953154 0.509385276794738 0.50105163007538067 1.0086099377331121 1.5065720130175035 3.0323477939216117 4.516973190314971 1.015390823798868 11.571491683371269
leaf_count=930 387 322 199 76 8 31 39 143 84 6 41 43 23 52 220 28 22 43 37 55 3 9 32 8 26 40 229 401 58 439
internal_value=2.15819e-07 7.42761e-07 -4.36676e-08 9.79377e-06 0.000145796 9.86533e-05 4.79347e-05 -0.000786083 0.000123501 0.000206536 -5.67883e-05 -0.000359858 -0.000135374 2.76859e-05 5.76228e-05 0.000136992 0.000404554 0.00189325 -0.000123934 7.7752e-05 -0.000738524 0.000205309 0.000489984 0.00097425 1.13818e-05 -0.000177706 2.65046e-05 0.000263315 -4.97891e-05 -9.41124e-05
internal_weight=41.8202 41.819 41.8172 41.2877 13.5698 13.0486 12.4936 1.03795 11.4557 10.4492 27.7179 6.04177 4.5284 21.6762 21.1713 9.938 4.9066 1.02512 5.0314 4.01884 1.00652 3.01439 2.0107 1.01044 3.88148 2.87287 20.6513 5.03209 15.6192 14.6038
internal_count=4034 3104 2717 2518 641 565 534 151 383 341 1877 156 115 1721 1669 257 137 49 120 83 42 72 49 40 88 62 1449 723 726 668
is_linear=0
shrinkage=0.1


Tree=757
num_leaves=31
num_cat=0
split_feature=16 10 17 5 7 18 13 19 22 5 22 22 22 6 7 20 16 5 21 15 6 14 4 2 22 7 23 7 17 5
split_gain=3.36046e-05 0.000827854 0.00137456 0.000959997 0.000594542 0.000214112 4.05766e-05 3.68642e-05 0.000102646 4.81744e-05 0.000111728 3.62211e-05 0.000174034 0.00050208 0.000159915 0.000327347 8.7631e-05 6.68793e-05 0.000225698 5.68093e-05 0.000153863 7.38443e-05 8.64072e-05 4.22807e-05 3.7784e-05 7.40972e-05 0.000101284 5.1734e-05 8.95746e-05 3.54449e-05
threshold=12.604970524100002 61.622148808000013 189.50863627480001 23.455765688150006 21.725272673150005 11.862896247150001 117.99105042915001 14.651182102100002 -0.086139999999999994 24.453399453300005 -0.086139999999999994 -0.053159999999999992 -0.067109999999999989 14.865347326450001 23.203497038450006 39.420767558750008 22.634947069650003 20.769304081650002 13.279159471700002 44.190294328500009 16.525386113000007 289.25304191355002 274.40025405315004 49.864842700850012 0.048475000000000011 25.138824731100005 0.097970000000000015 24.202871501750003 183.35201426355002 17.089764221050004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -4 9 -9 11 -11 12 19 23 15 -13 17 24 -19 21 -21 22 29 -14 27 26 -26 -16 -29 -3
right_child=1 7 6 4 -6 -7 -8 8 -10 10 -12 14 13 -15 16 -17 -18 18 -20 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.016940210623712398 -0.075771408778344748 -0.00027592260544606731 -0.10007437809923761 0.0096521154937807326 0.057734644787861535 -0.048510851340257177 -0.076029988938781226 -0.00041524152071822294 0.0015918166705732727 0.00036877348831856655 -0.0017286368954150203 -3.2003085685292952e-05 0.00045893186554127341 0.0036081158158384804 -5.0307086232129609e-05 -0.0030723764025265493 0.00071827234403696748 -0.0024070365681936258 0.00016561061744834902 -0.0019896426473295053 2.0905739821551525e-05 0.001249491722070591 -0.0012442387796679534 -0.00083613622584180329 -7.3778734390332276e-05 8.907379041710748e-06 0.0019161944867852694 9.3977501511208401e-05 -0.0017817980706397671 0.00012791957509649364
leaf_weight=0.0011709489199905878 0.0014270543284899961 2.5153009072538515 0.0014395181871162954 0.0015723010198949172 0.0020843379672061957 0.0010593533270347733 0.0013696446529074535 0.50316518400637733 0.51625395930386619 0.50425709609558655 0.51170369852839825 1.0487862112850597 0.50153910368681198 0.5306298680443432 3.513881596123769 0.5346478795211892 1.5181793813906086 0.51626646235811691 1.0045347861305343 0.50977072990970329 1.5025421399539025 0.51641931046490697 0.51174979619673777 0.50685169133990016 0.50993672898531073 6.514586780769811 0.51314508328505326 0.50072824773815217 0.51787732372425077 15.986875754176781
leaf_count=930 25 281 6 198 19 172 35 17 37 151 90 42 2 67 31 140 57 71 10 85 9 364 85 53 81 137 23 5 105 706
internal_value=2.15711e-07 6.90054e-07 -0.0304057 -0.00390775 0.0178381 -0.013761 -0.0883512 7.20063e-06 0.000601172 -7.64377e-06 -0.000687618 9.72494e-06 9.08785e-05 0.00111821 -0.00010249 -0.00105859 -2.29146e-06 -8.27821e-05 -0.000707726 1.74853e-05 -0.000488418 6.96111e-05 3.75655e-05 -0.000192014 -4.04117e-06 0.000133157 0.000924328 -0.000232206 -0.0008597 7.30188e-05
internal_weight=41.8198 41.8186 0.00895221 0.00614305 0.00471599 0.00263165 0.00280916 41.8096 1.01942 40.7902 1.01596 39.7742 23.0817 1.53902 16.6926 1.58343 15.1091 13.591 1.5208 21.5427 2.01231 19.5303 19.0139 1.00839 12.0702 7.53767 1.02308 4.53249 1.01861 18.5022
internal_count=4034 3104 455 414 389 370 41 2649 54 2595 241 2354 1652 122 702 182 520 463 81 1530 94 1436 1072 55 382 241 104 141 110 987
is_linear=0
shrinkage=0.1


Tree=758
num_leaves=31
num_cat=0
split_feature=15 21 22 9 6 19 22 22 9 22 22 19 13 10 17 17 3 8 15 23 18 16 22 7 3 9 20 16 6 20
split_gain=3.43138e-05 0.000134223 7.38696e-05 0.000570945 0.000749869 4.64924e-05 0.00033548 0.000264232 0.000738796 0.000354282 0.000290305 0.000345112 3.32781e-05 0.000138207 0.000264089 8.57785e-05 0.000162189 0.000176521 7.50391e-05 8.11654e-05 6.74437e-05 5.81381e-05 0.000150791 0.000184477 4.70157e-05 0.000144008 9.252e-05 7.62e-05 4.43938e-05 0.000122986
threshold=46.435439118750004 15.285239689500001 -0.58287999999999995 216.0493559571 13.835323260100003 14.651182102100002 -0.50001499999999999 -0.25073999999999996 195.30595290385003 -0.23401999999999998 -0.16276499999999997 13.451085274650001 117.64961624655002 61.987779113750001 186.57794620975002 188.19076296340003 93.023339771650015 8.8430989333000021 42.493282152450007 0.12746000000000005 13.023291802750002 22.654947022900004 -0.078504999999999991 22.620600126450004 93.281431752200021 200.95377551580003 42.006870117350005 22.614947116400003 16.235379337050002 41.975471476700008
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 -9 11 -11 13 14 20 18 -17 -18 19 -14 -12 24 -23 -24 28 26 27 -26 -15 -30
right_child=1 -3 5 -5 -6 -7 7 9 -10 10 12 -13 15 21 -16 16 17 -19 -20 -21 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.036341989611232299 -0.0017755385355455748 0.00020767337816919235 -0.054604300638385651 0.070849231899207818 -0.064574924704693892 0.00095876370928478982 0.095198363935841843 -0.046846352810680204 -0.022279466149427805 -0.0052150338401658622 -0.00063566350262447445 0.074113581933942227 -0.0016029996279109751 -6.1956837986568416e-05 -0.0027811326283725107 -0.00016793862650687287 0.0029070729995796601 0.00028051182354427916 0.0004906735804494504 0.00015451858231684185 0.00078395157224355144 -0.00015148536106581145 5.7419073807869728e-05 0.0027533132569731761 0.0012819731353544209 -0.0019256130488639297 -0.0012842494388161519 -0.00013321240409779585 4.0755633811965441e-05 0.0010241292438342854
leaf_weight=0.0015890733637878842 0.51681774806637193 1.0046367818471393 0.0011249532387428421 0.0012209390087747352 0.0013720490181015066 0.51682850328887653 0.0010468367515680246 0.0016140231348477077 0.0010955470693696512 0.0010468561218001096 0.9980860120700934 0.001151767355489941 0.55247910935749478 19.164773488208699 0.51647423741589449 1.0092664230905941 0.52152679788218825 0.50231677420516618 0.86276069294763136 0.50109593243905692 0.50347034656442702 1.5072158292782094 0.50036386625288176 0.51515905384144389 0.50819535498960822 0.50829713029169443 0.51042654671937793 1.5139241098295315 7.5438505743568367 1.5296898744750249
leaf_count=144 129 19 165 46 44 62 47 158 39 189 173 81 60 1987 42 26 33 13 16 6 3 32 3 43 42 48 102 43 119 120
internal_value=1.86776e-07 -0.000465997 1.77878e-05 0.0133075 -0.0104183 1.64085e-05 4.16415e-06 5.70863e-06 0.0351239 3.81698e-06 5.71827e-06 0.0363419 3.70945e-06 -2.66652e-05 -0.000830579 0.000279195 0.000731651 0.00161843 -0.000200832 -0.000767098 -0.000159668 2.13299e-05 0.000483127 0.001425 -1.59152e-05 -0.000389523 -8.12209e-05 0.000222449 2.43168e-05 0.000206541
internal_weight=41.8189 1.52145 40.2975 0.00418206 0.00296112 40.2933 39.7765 39.7753 0.00214238 39.7732 39.7716 0.00219862 39.7694 35.8199 2.01803 3.94945 2.03311 1.02384 1.91634 1.05358 1.50156 33.8019 2.52274 1.01552 31.2792 3.04084 2.53255 2.02212 28.2383 9.07354
internal_count=4034 148 3886 234 188 3652 3590 3425 86 3339 3181 270 2911 2757 218 154 72 46 82 66 176 2539 78 46 2461 235 187 85 2226 239
is_linear=0
shrinkage=0.1


Tree=759
num_leaves=31
num_cat=0
split_feature=6 7 8 20 3 10 18 2 6 13 23 5 5 21 6 22 9 17 8 18 6 6 6 19 9 7 10 8 16 18
split_gain=3.75715e-05 0.000206284 0.000353211 0.000128325 0.000114873 0.000102603 8.35866e-05 0.000136441 0.000118134 0.00045232 0.000149251 0.000120293 6.39384e-05 7.49113e-05 6.28213e-05 0.000118036 0.000326251 5.0256e-05 0.000109483 4.71984e-05 0.000108609 8.70214e-05 4.92748e-05 4.66204e-05 9.15204e-05 0.000192409 4.70466e-05 5.4973e-05 2.98717e-05 2.82022e-05
threshold=16.465384711100004 22.181995028450004 8.3434888241000014 38.804080188450008 94.972471916200007 62.181348099150007 13.112573650350003 150.25049527555004 16.235379337050002 117.46680109370001 -0.24947 20.769304081650002 24.346375512250003 14.894616075700002 16.385382841850003 -0.086139999999999994 205.88909726980003 197.20536406400001 8.6432548896500023 13.545319032100002 14.980350013450002 14.745344522600002 14.515339148550002 14.451165964200003 195.30595290385003 23.150522195450005 61.993156030000002 8.6432548896500023 22.624947093000003 13.342238590850002
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 7 -3 10 -10 -8 19 13 17 -11 29 -17 23 -19 -12 21 22 -21 26 25 -25 27 -5 -28 -16
right_child=3 6 -4 5 -6 -7 8 -9 9 14 11 -13 -14 -15 15 16 -18 18 -20 20 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.0081569806008983583 0.0018839778016187933 -0.0019543646512450996 0.073684737033614542 -0.00082658086748883981 4.2810334505686712e-05 -0.0016236082446880089 0.030241935153700297 0.00035460350898127807 0.0032349538201952447 -0.00035030584940762906 0.00095862189067347887 -0.0015157956561802671 -0.0012633019433626797 -0.00094807970690608434 0.00043341702816012393 0.0031459710853661282 6.7141735332171469e-05 -0.001750234141498881 0.00032985776033937921 1.2450231089779232e-05 -0.0014499192900568106 0.0012787719844457679 -0.00098818234691537814 0.0024701131073870111 -0.00022923865016002848 -0.00027976983626997262 -0.00011465630082079713 0.00012893965517167224 0.00038324213711625271 -0.00011419817610113263
leaf_weight=0.0010932607869652547 0.55920633806459519 0.52161269204822491 0.0010186998115386814 1.5095865060407603 0.86003832741869612 0.51036430672726574 0.0016282208815913126 0.50243824261411518 0.53551699682447029 1.5147715198129779 0.50678201626490604 0.53375929957041535 0.51779431152775401 1.0149890767430054 1.5065743365682625 0.52432122896346989 1.0017374345121313 0.51023061164687422 0.50197459143987544 16.581699729464194 0.51594780251929151 0.53428579478273164 0.50717747350075271 0.51700559130767965 1.00276234301592 0.50103233102687739 3.0093937786381417 1.0015853154873182 2.0096532509558642 2.5026808921444257
leaf_count=309 57 63 6 38 181 80 127 25 114 57 20 192 377 30 26 91 8 45 17 1673 84 92 155 38 26 4 29 11 30 29
internal_value=1.9874e-07 6.75332e-05 0.0313192 -0.000133231 0.000768261 -0.000234722 6.51582e-05 -0.000821497 9.908e-05 0.000433146 -3.30326e-05 -3.56028e-05 -0.000176121 -0.000127501 0.000220323 0.000376479 0.00112496 -4.86537e-05 -0.000718671 6.7694e-06 -1.98241e-05 2.20444e-05 -1.72473e-05 2.2354e-05 0.00044884 0.00111674 -9.20974e-05 -0.00044547 8.47049e-05 9.15814e-05
internal_weight=41.8187 27.793 0.00211196 14.0256 1.41924 12.6064 27.7909 1.02405 26.7669 7.5856 19.1813 19.1797 12.096 11.5782 7.05009 5.53531 1.52606 10.5632 1.01221 18.6459 18.1391 17.6232 17.0889 9.55102 2.0208 1.01804 7.53022 2.51117 5.01905 4.00926
internal_count=4034 3071 315 963 238 725 2756 88 2668 325 2343 2216 645 268 211 154 99 238 62 2024 2004 1920 1828 176 68 42 108 49 59 55
is_linear=0
shrinkage=0.1


Tree=760
num_leaves=31
num_cat=0
split_feature=8 22 13 15 21 15 17 19 13 13 5 22 21 21 22 16 22 21 3 22 20 18 15 22 5 2 8 21 21 22
split_gain=3.13701e-05 4.1574e-05 7.12978e-05 0.000170621 3.82077e-05 6.33318e-05 0.000179874 5.38348e-05 4.29636e-05 0.000125536 0.000130358 0.000113955 7.4681e-05 7.40548e-05 0.000171963 4.40845e-05 0.000129213 0.000201875 4.41351e-05 0.000165868 5.00756e-05 4.93505e-05 0.0001029 8.9102e-05 0.000285123 4.20785e-05 3.49753e-05 8.48562e-05 5.26428e-05 4.21603e-05
threshold=8.8430989333000021 0.26941000000000009 95.986020631400024 17.855957135100002 15.803805445550003 46.074827201850006 203.72643944000004 14.651182102100002 117.60660091645001 117.62810858150002 22.649179082500002 -0.061874999999999999 10.959760372700002 13.777807245600002 -0.08786999999999999 22.654947022900004 -0.078504999999999991 14.412800938450001 93.281431752200021 -0.053159999999999992 42.456897412850005 13.712081531300003 39.540459766400012 -0.086719999999999992 21.386268748550005 147.36057300110005 8.7431769115000026 8.9626214023500008 8.3620534552000017 -0.096529999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 -7 8 15 -10 13 12 -12 14 -11 18 -17 -18 21 20 25 23 26 -5 -25 -20 27 28 29 -23
right_child=-2 -3 3 4 -6 6 -8 -9 9 10 11 -13 -14 -15 -16 16 17 -19 19 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.025592291471221214 -0.00076485451883866575 -0.00088845839920009644 0.029468444781318118 -7.7735997601602306e-05 0.00087013636447800212 -0.0020860126184662066 0.00056838296572537768 0.0010477921648542703 -0.0017322423412390858 -4.2101977067791364e-06 -0.00025835268442049965 0.0016238305877482161 0.0011121150110228843 -9.7087500243792245e-05 -0.0026068250580507449 -0.00012658427525778174 0.0027245844619869213 -9.7098115450602689e-05 0.001005154835743409 -0.0019776338650204285 -0.00088928164416720516 0.00027163192599478626 -0.0014206618892480269 0.00014138480103476165 0.0020394205111375677 -4.5688275913582963e-05 0.00058798220038566414 -0.0012661315973406875 0.0010239147136158163 -0.00010012386579798753
leaf_weight=0.0010867416980308011 0.52916727540548336 0.50866348203027101 0.0019676242451528428 4.0147937097739632 0.52247417386900608 0.51413998507733427 0.50707421202226044 0.51258744301048764 0.5134017708358839 0.50614083870277693 1.8620457132074713 0.55715406751826924 0.5055881420069922 0.99935048818588246 0.50935563468192424 1.5065722843828555 0.51425470755793756 0.50014527575694956 0.51079807990302306 0.5117947528118808 0.50878018830068761 4.0267301367232724 0.51309306194150295 3.5116087456617855 1.0217284009397074 1.5001685667205302 1.0072168954329743 0.52829692415794127 0.50749600974479392 12.5846516026371
leaf_count=911 201 152 174 102 123 133 26 34 22 20 108 41 10 4 38 32 41 3 160 151 187 351 64 91 32 29 22 264 32 476
internal_value=2.0684e-07 1.0012e-05 2.12188e-05 2.19014e-05 2.04805e-05 9.45269e-06 -0.000767998 2.96889e-05 1.62114e-05 -0.000243967 -8.92829e-05 0.000337095 3.42991e-05 -0.000708221 -0.00130964 5.88576e-05 0.000460877 0.00133337 2.58959e-05 -0.000336364 -2.99944e-06 6.55199e-05 -2.35922e-05 0.000265336 0.000569166 0.000221232 1.48345e-05 -1.7878e-05 2.06437e-05 -1.00073e-05
internal_weight=41.8183 41.2892 40.7805 40.7794 40.7774 40.255 1.02121 39.2338 38.7212 5.45304 4.93963 2.92479 2.36763 2.01485 1.0155 33.2681 2.52097 1.0144 30.7472 3.03154 2.51975 27.7156 19.1675 8.54813 4.53334 2.01097 18.6544 17.6472 17.1189 16.6114
internal_count=4034 3833 3681 2770 2596 2473 159 2314 2280 243 221 159 118 62 58 2037 76 44 1961 527 376 1434 1209 225 123 189 1145 1123 859 827
is_linear=0
shrinkage=0.1


Tree=761
num_leaves=31
num_cat=0
split_feature=6 7 7 20 17 22 8 2 21 18 0 2 17 7 9 13 16 22 15 2 6 3 21 0 18 6 21 21 2 23
split_gain=3.56154e-05 0.000171226 0.000447289 0.000124687 0.000162124 0.000147612 0.000396769 8.54612e-05 8.35663e-05 0.000826661 0.00163479 6.9061e-05 6.27103e-05 5.7668e-05 0.000220116 0.000134383 0.000107736 0.000280355 0.00011306 8.07381e-05 7.85376e-05 0.000357785 5.49741e-05 5.75581e-05 0.000546817 0.000205901 0.000100592 5.26799e-05 0.000124898 5.42197e-05
threshold=16.465384711100004 22.181995028450004 22.061824394000002 40.563919884450009 192.94032447935004 -0.059424999999999999 8.3434888241000014 97.254132369200008 15.285239689500001 12.909082926650003 85.683849075550015 216.11743889730002 191.58460912770002 23.109894804950002 195.94564826430005 117.57433941890001 22.644947046300004 -0.079634999999999997 42.493282152450007 108.63443756215001 16.235379337050002 92.864720741950009 13.279159471700002 93.399723909900004 13.843998451900001 14.745344522600002 7.0441631297000011 1.9176293050000004 166.17270395525003 0.098545000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 11 12 -2 9 -3 -11 -5 -7 14 15 19 18 -18 20 -12 22 -22 23 24 -15 26 27 28 -25 -29
right_child=3 8 -4 5 -6 6 -8 -9 -10 10 13 -13 -14 16 -16 -17 17 -19 -20 -21 21 -23 -24 25 -26 -27 -28 29 -30 -31
leaf_value=-0.018944425493279141 0.0012946820455152471 -0.070352877693166616 0.074284162150926258 -0.00024943581632203498 0.001939251790404134 0.00069855782273788405 -0.0034790767920902573 -8.1359917092699109e-05 0.0013255944330718024 -0.10007096379329741 0.0015608039594113387 0.000955127094330337 -0.00087688845968461387 0.00026969582630768967 -0.0022477104032818957 -0.0013413758256869616 -6.1614017215525334e-05 0.0028043403118862536 -0.0014168433921188026 1.7568446181586973e-05 0.0029069937597026819 0.00011182907299325204 0.0010158358960861132 -0.001802735193558169 -0.0033545461572656054 0.0019702303902171376 -0.0014142576439206489 0.00011940273100907254 0.00010821287688574727 -0.00093444380978948988
leaf_weight=0.0010028735322534779 0.51021512814438441 0.0016681907852803537 0.0010570454032714505 7.0362417808979787 0.52301919215528858 0.50688286671413652 0.52329552790180756 3.9114842118256634 0.51500611787853401 0.001630932928153749 0.51120811796463428 0.5104962461776531 0.50375632787510072 2.0112373577030698 0.51583779491739523 0.50819705647583635 1.004935630922773 0.51688622730080069 0.51847521245667749 1.0064387164602955 0.52667773432881304 3.5087056477859733 0.50826274533152727 0.51895162984395038 0.52496199395395482 0.53010296941577983 0.51082176489992015 12.53922518691772 1.0032067495346952 0.50798304565862018
leaf_count=289 92 12 26 266 65 139 92 180 176 48 71 113 16 30 37 14 25 53 70 84 74 72 121 272 113 130 401 667 215 71
internal_value=2.06834e-07 6.57658e-05 0.0288957 -0.000129704 0.000274352 -0.000349725 -0.00124401 7.74201e-05 6.36288e-05 3.98007e-05 4.41063e-05 -0.000167954 -8.67284e-05 5.00934e-05 -0.000403497 6.60929e-05 9.67113e-05 0.000911806 4.32644e-05 0.000537396 7.66282e-05 0.00047664 -9.90205e-06 -3.86318e-05 -0.000480478 3.31547e-05 -3.49379e-05 1.34229e-05 -0.000543289 7.8372e-05
internal_weight=41.8179 27.7925 0.00205992 14.0254 4.94472 9.08067 1.53393 4.4217 27.7904 27.2754 27.2737 7.54674 1.01064 27.2721 2.54168 2.02584 24.7304 1.52182 23.2086 1.51765 22.6901 4.03538 18.6548 18.1465 2.5362 15.6103 15.0802 14.5694 1.52216 13.0472
internal_count=4034 3071 315 963 337 626 247 272 2756 2580 2568 379 155 2520 206 169 2314 78 2236 155 2166 146 2020 1899 143 1756 1626 1225 487 738
is_linear=0
shrinkage=0.1


Tree=762
num_leaves=31
num_cat=0
split_feature=23 6 23 7 18 9 20 5 18 3 23 18 6 16 21 21 19 21 23 6 15 17 20 22 7 20 2 22 0 2
split_gain=3.66438e-05 6.05476e-05 4.55028e-05 0.000204213 0.000145194 0.000130523 0.000732449 0.000147658 0.000111399 0.000103972 6.20482e-05 0.000489923 0.000111585 7.50047e-05 0.000256907 0.00018454 0.000199608 7.61889e-05 7.70107e-05 7.00318e-05 0.000201124 0.000385231 0.000154132 7.45085e-05 6.4938e-05 6.09959e-05 5.28899e-05 0.000186839 5.75516e-05 6.87423e-05
threshold=0.41214500000000009 15.155354102400002 0.10469000000000002 22.977992916200005 13.975517741000003 179.18874144770004 47.709122305950011 13.154029769200003 12.305297263050003 93.216908757050007 0.091645000000000018 12.844794714750002 16.565387047600002 22.614947116400003 5.2345280387500006 13.879103300950002 14.451165964200003 9.277127270600003 0.085820000000000021 16.535386346650004 38.884669609800007 188.19076296340003 41.178189531300006 -0.10051499999999999 22.620600126450004 42.899217095850013 154.94328103605002 -0.08262499999999999 96.959242474650011 72.043920985000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 6 -1 -7 -9 -5 11 -10 13 15 -15 16 26 18 -16 20 22 -22 23 -12 -21 -26 28 -28 -13 -30
right_child=1 -3 3 4 -6 7 -8 8 10 -11 19 12 -14 14 17 -17 -18 -19 -20 24 21 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.073468034161363507 -3.2649896929304278e-05 0.0009673201381246798 -0.0021597191217819552 0.00052225223345150516 -0.0016857976181329699 0.026391460834282884 0.020539615147483606 -0.03312657924319163 0.053139014372298399 -0.00038709802540072596 0.0014384735955737657 0.00019546832752592063 0.0013736042735886514 -0.0025805310128538868 -0.00034697113977667478 0.0018365506891845963 -0.0020184661823891637 -0.00053349577860960348 0.0014010947502895558 0.00011860172394423092 0.00026816913152424669 0.0035955284419251308 -0.0015183887142517245 0.00016467352222539644 -0.0015800185092777173 -2.680310119670739e-05 -4.8690579238770124e-05 -0.0021400040127250676 -0.001334309251949369 -9.8885234528056168e-05
leaf_weight=0.0014465509195865393 1.5035350352271089 1.0137940265930181 0.52526239175154454 2.5161949002103947 0.52104466019892459 0.0021237865045397033 0.001940764866789093 0.0010137139084979143 0.0017301511393829063 2.5131639569617121 0.51099743838895761 9.5611094205898315 0.51819684059955662 0.52203609410341778 0.5014853107676418 0.51516167630948118 0.5175145483161846 2.0129806085515209 0.50662250686461618 2.9086686633519787 1.0080368030003013 0.53137357809022479 0.51752449363522846 4.5303177253537106 0.51106208874637082 0.50038997494175419 2.5130627141142372 0.51468954681059198 0.5074272743119782 4.0071433835227435
leaf_count=1092 51 36 104 36 178 349 359 29 32 33 74 358 74 124 20 52 79 48 26 45 24 90 116 120 36 6 132 138 38 135
internal_value=1.95033e-07 0.000370064 -2.34968e-05 -0.000275122 -9.67728e-05 2.25177e-05 -0.0196063 2.45192e-05 2.28334e-05 6.78511e-05 2.38451e-05 -7.24428e-05 -7.65903e-05 -0.000111254 -0.000532079 -2.90406e-05 -8.35826e-05 -0.000178112 0.000531516 0.00021784 0.000405194 0.00141671 0.000125076 0.000293788 -0.000121406 -0.000811605 -2.5037e-05 -0.000404194 5.65217e-05 -0.000237744
internal_weight=41.8171 2.51733 39.2997 6.07567 5.5504 33.2241 0.00338732 33.2207 33.2185 5.02936 33.2175 22.1992 22.1974 21.6792 3.54312 18.1361 17.6209 3.02109 1.00811 11.0184 7.09825 1.53941 5.55884 5.04132 3.92012 1.01145 17.1034 3.02775 14.0757 4.51457
internal_count=4034 87 3947 351 247 3596 1451 2145 1796 69 1767 1256 1224 1150 218 932 880 94 46 511 424 114 310 194 87 42 801 270 531 173
is_linear=0
shrinkage=0.1


Tree=763
num_leaves=31
num_cat=0
split_feature=15 4 7 17 19 3 8 19 5 16 23 20 3 21 19 3 19 5 3 5 5 19 2 21 18 2 22 15 23 21
split_gain=5.49901e-05 0.000166936 4.45571e-05 0.000248986 4.2032e-05 4.15862e-05 3.4951e-05 5.8137e-05 0.000105418 6.40383e-05 7.51565e-05 0.000198003 0.000308781 7.46715e-05 0.00277092 0.00389023 0.00411279 0.00194286 0.00173762 0.000206753 0.000133516 0.000127529 5.01429e-05 0.000305393 0.000485253 7.94794e-05 6.83921e-05 8.857e-05 0.000182001 8.74602e-05
threshold=46.435439118750004 346.42057500560003 21.147833206800005 171.59570528810005 14.651182102100002 92.913112988300014 8.8430989333000021 14.351157895250003 20.204934414350003 22.594947163200004 0.11148000000000002 40.890797847750008 93.894400205900013 10.831557286200001 14.251149826300002 92.324340657750014 12.851036860900001 16.632399885950004 85.538672336450006 17.195729971700004 16.787983692950004 12.451004585100002 142.56923800370004 5.7087410616000005 12.971888692100002 101.23478163165002 -0.091639999999999985 41.800301886400014 0.10249000000000003 8.2292317348500017
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 7 9 -9 13 11 -11 -13 -4 15 16 17 21 20 -19 -18 -15 23 25 -25 -10 -24 29 -29 -28
right_child=1 5 4 -5 -6 -7 -8 8 22 10 -12 12 -14 14 -16 -17 18 19 -20 -21 -22 -23 26 24 -26 -27 27 28 -30 -31
leaf_value=-0.014181001095996824 -0.0020663757883235445 0.00079650304547202789 -8.3219894996396101e-06 0.041931733732873067 0.00091722981250079774 -0.00048642730079263212 -0.00080256031628617251 0.0015942580684040195 -0.00076693027625488559 -0.00012179860428475949 6.9639387456586788e-06 -0.0035259839055168593 -5.3188437928266099e-05 -0.050949622350854956 -0.00037236946800765401 0.096926442444635261 -0.061062327304393406 0.091135421086917356 0.012338479258395102 0.056295376454239966 -0.10002654419749142 -0.004259506473876489 -0.00079790615848961469 -0.00030469084489547659 0.0040314243385055955 0.00025005434856754255 -0.00095145689644118088 0.0022687459152040809 -3.850489859199695e-05 0.00012171554811328995
leaf_weight=0.001703943724038647 0.50938612120836602 0.50431558723971626 20.645193654832724 0.0014755539873109735 0.51718751319668754 0.50634460404599047 0.52254702181179524 0.52153833707052299 1.0492480789889653 2.010303340623977 3.0064117749097932 0.52420459877066583 0.50046979505328437 0.0011732998515829006 0.50394544994605894 0.0070442782357922331 0.0012285624839924172 0.0043058427690993994 0.0027842656928310783 0.0028181053976375943 0.0030946458501261986 0.0011667295445375175 1.0090651225452507 0.50514493174159703 0.52769629689191788 2.8716843542388233 1.0147812452119076 0.51829182559578146 1.0045012671071161 3.0175659194619584
leaf_count=461 80 16 1895 224 59 52 110 72 30 39 22 54 21 231 11 8 42 7 30 53 61 59 57 28 59 75 61 58 17 42
internal_value=1.95587e-07 -0.000590241 2.24677e-05 0.01186 2.15337e-05 0.00015375 9.88742e-06 2.07028e-05 0.000203672 -6.02429e-05 -0.000347415 -0.000698459 -0.00182981 2.16984e-05 0.00119649 0.0346751 0.00821293 0.0513856 -0.0492738 0.0773533 -0.0889538 -0.0276701 0.000140706 0.000380888 0.0019107 -2.20924e-05 -4.05504e-05 9.70197e-05 0.000746782 -0.000148359
internal_weight=41.8166 1.52005 40.2966 0.0031795 40.2934 1.01066 39.7762 39.2537 12.0395 27.2141 6.04139 3.03498 1.02467 21.1728 0.527561 0.0236157 0.0165715 0.00946398 0.00710747 0.00712395 0.00432321 0.00234003 11.518 4.95377 1.03284 3.92093 6.56421 5.55514 1.52279 4.03235
internal_count=4034 148 3886 685 3201 68 3142 3032 499 2533 136 114 75 2397 502 491 483 350 133 60 103 290 427 192 87 105 235 178 75 103
is_linear=0
shrinkage=0.1


Tree=764
num_leaves=31
num_cat=0
split_feature=15 21 19 18 22 7 7 0 5 3 5 2 22 8 13 0 21 21 2 15 23 9 17 15 17 9 16 22 16 21
split_gain=4.51378e-05 0.000199026 3.32426e-05 0.000508769 0.00135051 0.000289496 0.000120283 9.3646e-05 0.000232791 0.000107236 0.000115813 8.85984e-05 9.53187e-05 0.000237414 0.000111982 0.000190912 7.69988e-05 5.57463e-05 5.4427e-05 0.000112963 0.000137849 4.64294e-05 6.91454e-05 0.000282544 9.79391e-05 5.86051e-05 5.53604e-05 0.000112901 8.71061e-05 4.71871e-05
threshold=46.074827201850006 15.285239689500001 14.351157895250003 12.844794714750002 -0.056724999999999998 19.078733418100004 22.444423115000003 88.872360418250011 20.204934414350003 92.598563387050021 20.872540794500004 93.57193670880001 -0.067109999999999989 8.4434108459500017 117.56896250265002 85.861287312150012 14.169342482300001 12.510904521150001 136.15315758385003 45.169600924000008 -0.081689999999999999 203.06170522940002 197.20536406400001 27.980927088250002 196.16836764490003 203.72699028675004 18.344957101500004 -0.046635000000000003 18.794956049200003 10.831557286200001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 8 -4 -10 -11 -12 17 -14 -15 -16 21 18 -13 20 -20 22 24 -24 29 -23 27 -27 -28 -5
right_child=1 -3 7 16 6 -7 -8 -9 9 10 11 12 13 14 15 -17 -18 -19 19 -21 -22 25 23 -25 -26 26 28 -29 -30 -31
leaf_value=0.011463577069089778 -0.0021268819969829955 0.0002861544685348028 0.0022982599135858151 -0.00022234159562332844 0.0555815391557987 -0.062062576536423469 0.10005045714996148 -0.0011498699853304242 0.0015141373093081629 -0.00096686336897227471 0.0014357914438772991 -3.1634253114008428e-06 0.0025276178709700949 -0.0011556584357521815 -0.00064770617813132919 0.0020415833087833101 -0.00125525378350075 0.00036752584748302641 -0.00022282951336962932 9.1157914911876913e-05 -0.0025569583021513298 0.00085686122558528265 1.6395666091173224e-05 -0.0026768665122745444 0.0013082109754303337 -0.0016489013135662315 0.0014597093033380266 -2.5360874568980723e-05 0.0001119938199718367 0.00020631836913773336
leaf_weight=0.0010642857600657862 0.51781504550896684 1.0055961337328225 0.51232085556329998 9.5694010382008106 0.0010121216389753209 0.0010777963309066829 0.0015243747038766742 0.52663325148159934 0.52637640861166701 1.0110011226943232 0.51336648554970921 3.3626620278636157 0.52324254361300004 0.50658510381617805 0.54593360794539492 0.51110411505305819 0.51695141531683475 2.0119404136144112 0.49925568511932283 1.0043143906312648 0.51300606020748796 1.0083465333675548 1.5068044896992643 0.52531626008534882 0.50776902064385865 0.51639481116397545 0.51466557813336056 2.5114282349228425 7.0328133698958482 3.5099287928286644
leaf_count=126 162 20 40 899 154 197 1 101 68 32 92 80 53 16 34 18 272 32 3 10 50 19 343 116 42 404 156 195 153 146
internal_value=2.72947e-07 -0.000534049 2.04751e-05 -4.06801e-05 0.0329329 -0.0255314 0.0823063 0.000155384 0.000212471 0.000119782 5.30731e-05 0.000156277 8.69741e-05 0.000683789 6.67793e-05 0.000652632 -4.62454e-05 -8.15337e-05 -0.000249491 -0.000660244 -0.00140575 -2.327e-05 -0.000135778 -0.00067983 -5.44078e-05 0.000128434 5.89787e-05 -0.000302255 0.000203895 -0.000107308
internal_weight=41.8157 1.52341 40.2922 27.7245 0.00467858 0.00214208 0.0025365 12.5677 12.0411 11.5288 11.0024 9.99141 9.47804 2.08687 1.56362 1.05704 27.7198 7.39118 5.37924 2.01658 1.01226 27.2029 15.6192 2.03212 13.5871 11.5836 10.5753 3.02782 7.54748 13.0793
internal_count=4034 182 3852 3223 478 323 155 629 528 488 420 388 296 121 68 52 2745 175 143 63 53 2473 1546 459 1087 927 908 599 309 1045
is_linear=0
shrinkage=0.1


Tree=765
num_leaves=31
num_cat=0
split_feature=15 21 19 6 18 22 20 22 16 7 15 9 8 22 7 6 15 6 20 20 22 17 2 10 13 0 16 4 6 23
split_gain=3.65483e-05 0.000160951 3.29299e-05 3.20492e-05 0.000150402 0.00106714 0.000112242 0.000248898 9.55024e-05 0.000366503 9.60192e-05 0.000973789 0.00122137 0.000172889 0.000106788 0.000102685 0.000346011 8.73039e-05 7.84854e-05 6.24041e-05 7.12043e-05 0.000112415 0.00010439 6.78689e-05 0.000146866 6.23764e-05 5.09261e-05 0.000208613 0.000128867 6.90732e-05
threshold=46.074827201850006 15.285239689500001 14.651182102100002 16.455384477450004 12.909082926650003 -0.08854999999999999 41.50623664750001 -0.080019999999999994 22.644947046300004 23.109894804950002 42.246988155050012 185.44496129890004 8.0437227585500022 -0.15248499999999998 22.649177329550003 16.235379337050002 36.548474543700003 16.505385645700006 41.385032804600009 40.563919884450009 0.15844000000000005 192.94032447935004 97.254132369200008 61.987779113750001 117.69263157665002 86.565663342300013 18.924955745200005 216.65973282030004 14.385336111050002 0.10249000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 18 17 10 -10 11 12 13 -6 -13 26 -17 -8 19 20 21 22 -5 24 -21 -18 28 -28 29 -16
right_child=1 -3 -4 6 8 -7 7 -9 9 -11 -12 14 -14 -15 15 16 25 -19 -20 23 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.051456262772351796 -0.0019115099762149934 0.0002575925510976816 0.00081142646930657989 0.0015316144139584631 0.019239945112119922 -0.079859568834563521 -0.0014712400011953008 -0.0026032194241774925 -0.00088093147001683735 0.0028908095404298374 -0.0013154885312730825 -0.0013721805673365397 0.095125565681021831 -0.039223300607518524 6.5331569670568952e-05 0.0029124481924511715 -5.7541511766304048e-05 -5.2822877309160774e-05 0.0012796262529505449 -0.0021850678403533648 -0.00082762013489293444 0.0017733524339415482 -4.2455808979547807e-06 -5.8739173870636775e-05 0.00022539363168030016 0.00072992033478749406 -0.0021699017289109946 -7.1260002298051146e-05 0.001608169719320543 -0.0011182030962240187
leaf_weight=0.001072984782391706 0.51850314740628434 1.0054039434801323 0.51698750194917309 0.50954725863482053 0.0010011366664625593 0.0014621823536136161 0.50688728604766442 0.51872796598666138 0.51119157779794366 0.51938644456390648 0.51368227776580866 0.51137795655449991 0.0024050109159361455 0.0010223873321847984 12.556727441872834 0.52739434059799251 3.0087136733403099 3.0151281854449716 0.50634452944751274 0.50918460280957922 0.54752022489503804 0.51271516886356483 3.3654821749943511 3.5131533640089518 0.50193785260614732 1.5111395458898185 0.52899502181480684 4.5280296111523057 0.53089985170000709 0.5132708428703755
leaf_count=96 162 20 67 77 457 25 26 177 25 64 62 26 13 511 808 136 36 179 10 85 26 36 157 46 24 33 107 110 276 157
internal_value=2.84792e-07 -0.000480436 1.84667e-05 8.15979e-06 7.43411e-05 -0.0242814 -0.000113593 -0.00055816 7.67376e-05 0.00101993 3.74389e-05 6.6132e-05 0.0469542 -0.0102987 5.75575e-05 8.84004e-05 0.000488562 -0.000256961 6.66604e-05 1.73353e-06 0.000247652 0.000381829 0.000197712 -0.000266524 -0.000988475 0.000205734 -1.98494e-05 -0.00029079 8.08907e-05 1.88531e-05
internal_weight=41.8153 1.52391 40.2914 39.7744 25.7678 0.00253517 14.0066 4.04074 25.7652 1.03058 24.7347 24.221 0.00442853 0.00202352 24.2165 23.7052 5.04725 3.52202 9.96589 9.45954 4.93526 4.38774 3.87503 4.52428 1.01112 4.51985 18.6579 5.05702 13.6009 13.07
internal_count=4034 182 3852 3785 2942 121 843 382 2821 89 2732 2670 981 968 1689 1663 205 205 461 451 296 270 234 155 109 69 1458 217 1241 965
is_linear=0
shrinkage=0.1


Tree=766
num_leaves=31
num_cat=0
split_feature=8 8 16 6 7 7 6 22 17 3 20 22 16 17 22 7 18 22 21 20 0 21 6 5 12 12 6 17 3 3
split_gain=4.81313e-05 4.43446e-05 4.82197e-05 3.9871e-05 0.000229548 0.000434694 9.74819e-05 0.000368413 0.000587678 0.000156941 9.09338e-05 0.00011664 0.000373412 9.83259e-05 5.70949e-05 5.78399e-05 0.000226 0.00011423 5.74305e-05 5.23833e-05 0.00015394 0.0001225 0.000205792 9.70681e-05 5.52015e-05 4.36052e-05 7.16451e-05 0.000182188 4.19496e-05 9.75769e-05
threshold=8.8430989333000021 8.7431769115000026 22.614947116400003 16.465384711100004 22.181995028450004 22.381996090050006 16.395383075500003 -0.087234999999999993 187.51563899930002 93.216908757050007 40.583589072600013 -0.059424999999999999 22.574947209950004 192.94032447935004 -0.074999999999999997 23.667467222350002 13.390703749000002 -0.086139999999999994 10.959760372700002 40.241071441700008 87.48511602295001 3.9632429946000003 14.275333540900002 20.769304081650002 86.968866757150025 105.35624869990001 14.605341251450001 199.20888372035003 85.923121849150007 84.812788641250009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 9 -8 -9 19 13 14 -13 -5 15 16 17 18 -12 21 -21 28 -23 24 -22 -26 -27 -28 29 -7
right_child=-2 2 -4 10 5 6 7 8 -10 -11 11 12 -14 -15 -16 -17 -18 -19 -20 20 23 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.035562056077308536 -0.00094814385811654996 0.00095165665088657472 5.9900482097037244e-05 4.0393290113249238e-05 -0.052976380039358853 7.6871977596254317e-05 3.8869793153754884e-05 -0.00031992763432105425 0.0044391630620538398 -0.001767901289860684 -0.00016279989355254542 -3.3431099776574008e-06 -0.0032898340221807973 0.0015110489697308408 0.00084949705775577949 6.8119133275212307e-05 -0.0024721351701312991 -0.0015650084172198981 0.0010289068764512542 0.0018153442890914914 0.0011281612546181709 -0.00016931749417965053 -0.0026012818139223375 -0.0012884072524656442 -0.00084565162526707574 2.1593207584193048e-05 0.0022234966649524973 -0.00044653153852032654 0.0008582998838886865 -0.0013926071064171595
leaf_weight=0.0018209080954701964 0.52830740425546352 1.0147636925556036 1.5066441406868305 3.9130206981974505 0.0015455483582610388 4.027077664474902 4.5082953085125439 0.50447624559209348 0.53426857031480779 0.51417610975171157 2.0034567200286162 1.0009036729438689 0.52814261057214063 0.51437820207650009 0.50499509026849487 3.0081916669821709 0.51161816127234017 0.50914600063695648 0.50666162239541446 0.51312624916008687 0.50619636496997777 1.0075536575581052 0.53149448383328479 0.52075397429639458 0.50690804220916064 10.033233549006999 0.5157005086061861 0.50660795308916562 0.52238731485396162 0.50899044273091476
leaf_count=314 201 29 36 211 35 480 68 9 125 64 147 135 62 39 14 58 24 30 49 54 22 209 114 107 106 1030 51 43 96 72
internal_value=2.95661e-07 1.2432e-05 0.000418796 -1.39992e-05 5.80413e-05 5.55319e-05 5.87135e-05 0.000430057 0.00212787 -4.31881e-05 -0.00015677 -0.000346829 -0.00113852 0.000211255 -0.000174978 -0.000254095 -0.000528611 -0.000199278 7.77434e-05 1.82741e-06 0.000117539 -0.000227973 -0.00100917 4.83384e-05 0.000106018 6.12694e-05 0.000102853 0.000900356 9.70863e-06 -8.80177e-05
internal_weight=41.8148 41.2865 2.52141 38.7651 25.7646 25.7628 25.7612 5.54704 1.03874 20.2142 13.0005 8.57312 1.52905 4.4274 7.04407 6.53907 3.53088 3.01926 2.51012 19.7 13.1025 6.5975 1.53905 12.5894 12.0686 11.5625 11.0555 1.02231 5.05846 4.53607
internal_count=4034 3833 65 3768 2999 2685 2650 202 134 2448 769 519 197 250 322 308 250 226 196 2384 1413 971 323 1359 1252 1230 1124 94 648 552
is_linear=0
shrinkage=0.1


Tree=767
num_leaves=31
num_cat=0
split_feature=15 21 19 18 22 7 22 18 13 22 23 13 21 5 22 2 17 9 21 8 9 21 20 9 7 21 20 9 16 22
split_gain=5.31598e-05 0.000193728 4.8605e-05 0.000437846 0.00121751 0.000244319 9.33892e-05 0.000159756 0.000195503 0.000291333 0.000138679 0.000182865 8.98381e-05 0.000132662 8.2833e-05 0.000198492 7.4513e-05 0.000168185 6.87492e-05 4.04834e-05 3.59543e-05 5.70374e-05 0.000131964 7.06765e-05 5.3933e-05 9.41121e-05 4.61162e-05 4.5724e-05 5.14755e-05 0.000100505
threshold=46.074827201850006 15.285239689500001 14.351157895250003 12.844794714750002 -0.056724999999999998 19.078733418100004 -0.095204999999999998 13.843998451900001 117.49368567500001 -0.091179999999999997 0.086955000000000018 117.70876232545002 4.797392351550001 22.387336278850004 -0.018034999999999999 213.11064599365002 190.94474013770002 185.44496129890004 14.169342482300001 8.6432548896500023 203.06170522940002 3.4316303497500003 39.792680591700012 201.14010537530001 23.051546669900002 13.777807245600002 43.272784938550004 203.72699028675004 18.344957101500004 -0.046635000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 10 8 9 -8 -4 -12 13 -10 16 -16 17 -14 20 -15 21 -5 -23 24 25 -24 -26 -22 29 -29
right_child=1 -3 6 18 -6 -7 7 -9 12 -11 11 -13 14 19 15 -17 -18 -19 -20 -21 27 22 23 -25 26 -27 -28 28 -30 -31
leaf_value=0.0091713540815655335 -0.0021514467623704311 0.00022969444708695959 0.00025313620006898747 0.00016402490277580146 0.080235555811015657 -0.059347705592191408 -9.3843818332675666e-06 -0.0013826629363532014 -0.0017280280104488167 0.0033531672314414903 -0.0025669421255371089 0.00010244882689515816 -0.0001554584673000654 0.00058020633365078809 0.0026446628592215419 -0.00014954438351680164 3.7229876711508202e-06 0.0016687323943841183 -0.0011991193179083069 -0.00051834092539048717 0.00074212755961876439 -0.0018196026449341434 -0.001735740409452025 -0.00097321201413454867 4.4389807466100424e-05 0.00019070402412168681 -0.00094314901890423051 -0.001581493404981614 0.00017686736630003491 -4.9894328931083496e-05
leaf_weight=0.0010581629005939064 0.51763018451092691 1.005210822580423 1.5089764695733685 4.5491660546841386 0.0023744257043034614 0.0010239867410212211 0.50221990709633246 0.52100908585043804 0.5088693843508717 0.52913195811924818 0.52152353416306574 0.50524940470168644 1.001162215150541 0.86642629706062713 0.51429162739260437 0.50275554069924056 3.5201304613935918 1.0206814692445716 0.51701566776634678 0.54739775466339324 1.0075652362867753 0.51503093247743592 0.51389541914379355 1.0159635665793292 8.0218233952589166 0.50063906700241068 0.50249538997006737 0.51659020907352404 7.5460797262354333 2.5110086189993392
leaf_count=126 162 20 67 721 155 197 8 109 21 126 60 41 21 30 36 7 43 31 272 29 19 166 168 36 215 6 234 404 309 195
internal_value=2.92818e-07 -0.000579681 2.22133e-05 -5.17452e-05 0.0312901 -0.0245258 0.000185323 0.000322347 0.000415727 0.00171576 -0.000356889 -0.0012534 0.000257646 -0.000343463 0.000433853 0.00126341 0.000281616 0.000765443 -5.67846e-05 0.000154876 -3.50714e-05 -0.000134072 -0.000256576 -0.000180307 -9.5856e-05 -0.000785104 -1.38241e-05 9.84461e-05 3.71097e-05 -0.000311227
internal_weight=41.8144 1.52284 40.2916 27.7217 0.00445658 0.00208215 12.5698 10.0341 9.51307 1.03135 2.53575 1.02677 8.48171 1.92269 6.55902 1.01705 5.54197 2.02184 27.7173 1.41382 27.2003 15.619 11.0698 10.5548 9.53885 1.01453 8.52432 11.5812 10.5737 3.0276
internal_count=4034 182 3852 3223 478 323 629 461 352 134 168 101 218 80 138 43 95 52 2745 59 2473 1546 825 659 623 174 449 927 908 599
is_linear=0
shrinkage=0.1


Tree=768
num_leaves=31
num_cat=0
split_feature=15 21 19 14 19 22 13 7 18 13 22 7 6 17 8 19 23 8 21 5 6 20 15 3 21 4 22 13 21 7
split_gain=4.3042e-05 0.000156655 4.55987e-05 5.26784e-05 0.000219291 9.90785e-05 0.00096274 0.000919257 0.000843347 0.000635975 0.000770487 0.000523026 0.000185195 0.000175028 3.96266e-05 5.42525e-05 7.57976e-05 0.000109832 0.000221567 7.94006e-05 0.000247977 4.97505e-05 4.65778e-05 0.000303618 9.67289e-05 8.25045e-05 0.000455627 4.60824e-05 7.06345e-05 3.57823e-05
threshold=46.074827201850006 15.285239689500001 14.651182102100002 137.67556691715004 14.151141757350002 -0.15076499999999998 117.57433941890001 23.314707969200004 13.679220276500002 112.64908412395 -0.58559499999999998 23.109894804950002 16.405383309150004 193.10154186985002 8.8430989333000021 14.351157895250003 0.13041500000000003 8.3434888241000014 7.6683431583000008 21.024411566050002 16.565387047600002 41.827117825850003 31.233764884050004 85.538672336450006 7.0441631297000011 216.65973282030004 -0.079634999999999997 107.94965931190002 1.9176293050000004 23.109894804950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 11 -9 10 13 12 -5 -10 15 22 17 18 -17 20 -19 -20 23 24 27 26 -24 28 -7 -21
right_child=1 -3 -4 5 -6 14 -8 8 9 -11 -12 -13 -14 -15 -16 16 -18 19 21 29 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.012794944585805127 -0.0019335617144830538 0.00020676067735487876 0.00095270640676721583 0.043328120917504209 0.048505036018929776 -0.0011427662127210386 -0.10003481283083096 -0.10004096128331325 0.04139156076996614 0.065323433687059743 -0.0745915346251768 0.090832517734084919 -0.01212450802665186 -0.0147858368594122 -0.00085654543308155457 0.0025036093954352943 0.00085955381927385426 -0.0024333318089575099 0.00069391923678447254 -0.00018885674962429517 0.00067990678935593986 -0.00029908939652056963 -6.4563033439777584e-06 0.0024376062788375118 -0.0013491376958148869 -6.8662609879051586e-05 -0.0033141591512305044 0.00096993034392903437 6.2591570612249939e-05 0.00026489767773632138
leaf_weight=0.0012887748999536033 0.51832631079350378 1.0050565455562148 0.51745475179303113 0.001070611320137113 0.0010665141940080503 0.51228796557355316 0.0010608525390463095 0.0011695233597492916 0.0011760314029772298 0.0010065749215755204 0.001694643195314257 0.0012894022139096767 0.0013767163193361409 0.0010495799030084546 0.52126104765531422 0.52563133598613232 1.5136853356452764 0.52015026326171188 1.0114564756368056 3.4260363971309857 0.50352338400989538 1.0066932601266669 2.0088768474302872 0.52790699150906562 0.5195595621731347 13.059947875586385 0.52534924205349121 0.51621051072538726 9.5344330519967233 3.5270583229867611
leaf_count=21 162 20 67 237 20 300 95 8 49 18 401 38 191 128 103 153 19 59 25 72 11 35 100 363 389 325 80 55 421 69
internal_value=2.97163e-07 -0.000521477 2.00253e-05 7.89104e-06 0.0149627 7.0054e-06 -0.00952837 0.000236012 -0.0237018 -0.00558052 -0.023786 0.0392898 0.0121339 0.0148988 9.61801e-06 2.11244e-05 0.000197917 0.000102721 0.000674883 -7.97403e-05 -0.000901996 0.000198587 -5.70816e-05 9.45626e-05 -1.70467e-05 -0.000169986 -0.000692149 4.8475e-05 1.1297e-06 4.13168e-05
internal_weight=41.8142 1.52338 40.2908 39.7733 0.00235529 39.771 0.0108939 0.00983308 0.00609635 0.00492683 0.00392025 0.00373673 0.00244733 0.00222561 39.7601 39.2388 12.0342 10.5205 2.54378 7.97677 1.02367 2.01815 27.2046 11.6104 11.0825 15.5942 2.53423 10.5629 10.0467 6.95309
internal_count=4034 182 3852 3785 41 3744 1165 1070 604 596 578 466 428 177 2579 2476 443 424 213 211 70 60 2033 1528 1165 505 180 776 721 141
is_linear=0
shrinkage=0.1


Tree=769
num_leaves=31
num_cat=0
split_feature=5 23 17 18 15 22 15 16 2 9 19 2 12 22 3 17 15 18 20 2 7 23 18 2 6 8 23 20 20 21
split_gain=3.84596e-05 0.000150596 0.00010226 8.2068e-05 5.15802e-05 0.000163063 5.80207e-05 4.65119e-05 0.000126125 5.75081e-05 0.000220107 8.20833e-05 0.00464389 0.00248411 5.18591e-05 0.000158546 6.541e-05 0.000227181 0.000143782 5.72177e-05 5.48895e-05 5.42087e-05 4.62949e-05 4.26085e-05 3.97649e-05 5.07429e-05 0.000197402 7.00805e-05 4.68374e-05 6.74428e-05
threshold=23.730745871350006 0.11082500000000002 199.03437346465003 13.3584252364 41.492094664050008 -0.06828999999999999 42.493282152450007 22.674946976100003 108.24034454255001 188.96048214565005 14.351157895250003 80.683647763550013 142.87155597255003 -0.117885 93.281431752200021 189.50863627480001 38.884669609800007 13.3584252364 42.536568606950006 116.68694986600001 22.938075114600004 0.080135000000000026 13.222029912150001 234.55164812150005 16.525386113000007 8.543332867800002 0.10335500000000002 41.481306584950012 40.280372415600006 3.4801976177500005
decision_type=2 2 2 2 2 2 2 2 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 7 6 -6 9 -9 10 11 -1 13 -13 16 19 20 -18 21 -16 -11 -19 23 -2 25 28 27 -27 29 -22
right_child=1 -3 -4 -5 5 -7 -8 8 -10 14 -12 12 -14 -15 15 -17 17 18 -20 -21 24 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00037145183260978517 -0.0012177359979442628 -0.001902037526907962 0.0012416763259846578 -0.0014416611343438879 0.00070483684336835532 0.0019468184775644024 -0.00023583263777504778 0.00044715223698879375 -0.0017795681926160393 -0.00060106260448517738 0.0023073164921067956 0.069379263208549785 0.00012528495357532621 -0.096314733359379248 0.00071234194698725317 -0.0011612269873728504 0.0023929293408286 8.3954257059399665e-06 0.0013322329408705048 -0.00026047754103805855 -2.7743222632650673e-05 -0.0014567486167420768 0.00030235980236094259 8.1631897187281748e-05 -0.00059248973812649067 0.00036769137864524608 0.0022245458152693152 -0.0009881059778842384 8.5627115159152652e-05 -0.00082267890406183654
leaf_weight=1.5053113092741726 0.50852464190865754 0.5084173333414056 0.51458904937957806 0.50868644581197697 1.0106107013580192 0.56927206069542435 1.867156657396549 0.50639166666315094 0.51111772125165444 1.5113244218244535 0.51987917076712609 0.0010346043210600064 0.50296348445166805 0.007212314300653333 1.0121788446712394 1.5248337291036476 0.51283421995321932 0.50015074509428792 0.50714855059004538 1.5014373360108946 3.5420671122117788 0.51005565832718958 1.5055775265801505 0.50099893135119444 1.0107459287864902 1.5130978046953911 0.51175361325385882 0.50966668523179226 14.570748092763434 1.5275240116338196
leaf_count=51 503 39 61 105 23 74 57 48 44 53 73 119 828 94 34 54 21 3 20 13 323 45 38 67 36 59 24 50 812 263
internal_value=2.6905e-07 -0.000292714 -6.14761e-05 -0.000283247 3.16631e-05 0.000400416 9.45105e-05 -5.37433e-06 -0.000671379 1.49748e-05 0.000472645 -3.50922e-07 -0.00109516 -0.0755279 -2.27569e-05 -0.000356759 2.77106e-05 0.000573342 -4.16408e-05 0.000131256 -1.71426e-05 -0.000731359 -4.89544e-05 -0.000572895 2.09195e-05 4.88792e-05 0.000469978 2.60773e-05 -5.46218e-06 -0.000267266
internal_weight=41.8133 4.04679 3.53838 3.02379 37.7665 3.44704 2.87777 34.3195 1.01751 33.302 2.5364 2.01652 0.51121 0.00824692 30.7656 4.03845 26.7271 2.03019 1.51735 2.51362 24.6969 1.01021 2.5151 1.00952 23.1856 22.1749 2.53452 2.02276 19.6403 5.06959
internal_count=4034 813 774 713 3221 154 80 3067 92 2975 1165 1092 1041 213 1810 101 1709 89 68 47 1620 48 608 570 1567 1531 133 109 1398 586
is_linear=0
shrinkage=0.1


Tree=770
num_leaves=31
num_cat=0
split_feature=15 21 8 22 19 16 16 12 23 20 13 19 8 21 9 6 16 23 12 9 16 22 4 5 22 21 21 9 22 13
split_gain=4.3182e-05 0.000140286 4.09646e-05 7.5164e-05 0.00158838 0.00100855 0.00109143 0.000327401 0.000221805 0.000288609 0.000194473 6.3736e-05 4.68083e-05 4.34934e-05 0.00022366 0.000193793 3.20264e-05 7.83605e-05 0.000182759 7.76213e-05 9.20443e-05 0.000319001 6.0488e-05 5.33419e-05 4.52944e-05 3.87906e-05 0.000106837 3.25367e-05 4.46345e-05 4.34231e-05
threshold=46.074827201850006 15.285239689500001 8.8430989333000021 -0.14429 14.651182102100002 22.634947069650003 22.239947993350004 116.40752902905001 0.083950000000000011 41.827117825850003 104.40627149595001 14.651182102100002 8.7431769115000026 14.894616075700002 177.77223095870002 16.485385178400005 22.624947093000003 0.11002000000000002 201.09959674440003 194.56033515110002 22.644947046300004 -0.078504999999999991 171.27730165960003 22.649179082500002 -0.061874999999999999 8.9626214023500008 12.510904521150001 187.94830913940004 0.22598000000000004 117.60122400020002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -9 10 -10 12 13 14 -5 -15 17 25 -19 22 -21 -22 24 -24 -18 27 -27 -16 29 -29
right_child=1 -3 -4 11 -6 -7 -8 8 9 -11 -12 -13 -14 15 16 -17 19 18 -20 20 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.056079132304155968 -0.0018583141371715216 0.00016694331604426022 -0.00085539779286187927 0.042489558232403177 -0.10015202085895868 -0.067649918812835427 0.068184437600755751 -0.023141578301593191 -0.024274029540348966 0.058050869715688458 0.033047435967647427 0.0011440552382324652 0.00043657109517136804 0.00072489003368331369 0.0005914857929957435 -0.0020272691116516805 0.0013141143658998429 -0.0022391729619686781 -0.00014065873616465126 0.00018877452543877474 -0.00044826694897435532 0.0030748193253749886 -0.00068850122298864263 4.2752509047200104e-05 -2.5532110386317781e-05 -0.0016016206729550586 0.0004359290945108779 5.3483670377984816e-05 -0.000914540075069331 -0.00088356244795495932
leaf_weight=0.001042247486955996 0.51852644118333913 1.0047835809506862 0.52761875689122817 0.0012393686084440905 0.0016207939188461759 0.0016037119758038907 0.0029876572164084791 0.0018655312750341137 0.0014492864357360108 0.0012586986866052613 0.0010004324744237181 0.5106348569097453 2.5192748938206924 0.51148919589259001 1.0077433055992226 0.5119248243367549 0.5091249394067745 0.52341234035928907 2.0037860646082564 2.0097615397753548 0.5029818348805295 0.52554372377767278 1.5171400646722757 2.9126717593860576 0.50048959308332797 0.51912028382515119 0.51031489952800202 21.63570297677353 0.50958316955756444 0.50610587441414523
leaf_count=154 162 20 184 553 3 26 33 759 135 68 46 34 40 117 44 34 53 88 43 26 15 53 22 45 5 140 60 959 87 26
internal_value=1.91654e-07 -0.000522443 1.99525e-05 3.15682e-05 -0.00762174 0.00575962 0.018018 -0.00463551 0.00498371 0.0191322 -0.000864709 3.40383e-05 1.95925e-05 -9.01686e-06 9.41186e-06 -0.000651775 7.93684e-06 -4.49306e-05 -0.000575286 0.000177656 0.000582524 0.00135192 -4.84902e-05 -0.00020769 0.00065002 9.35816e-06 -0.00059156 3.55048e-05 1.07696e-05 3.20652e-05
internal_weight=41.8118 1.52331 40.2885 39.7609 0.0128284 0.0112076 0.00960385 0.0066162 0.00557395 0.00370842 0.00244972 39.748 39.2374 36.7181 35.6947 1.02341 35.6935 27.2158 2.5272 8.47771 3.03829 1.02853 5.43943 4.42981 1.00961 24.6886 1.02944 23.6591 22.6514 22.1418
internal_count=4034 182 3852 3668 1224 1221 1195 1162 1008 249 181 2444 2410 2370 2219 151 1666 1447 131 219 94 68 125 67 58 1316 200 1116 1072 985
is_linear=0
shrinkage=0.1


Tree=771
num_leaves=31
num_cat=0
split_feature=5 23 17 18 0 15 22 15 9 4 15 15 7 2 6 8 2 20 16 16 20 9 19 23 7 17 22 20 5 23
split_gain=3.59661e-05 0.000118687 0.000114912 5.98622e-05 4.31629e-05 3.68307e-05 0.000134657 4.31328e-05 3.90994e-05 3.94308e-05 3.26739e-05 8.2837e-05 0.000279603 0.00057366 0.000147619 6.34692e-05 0.000178913 5.62145e-05 0.000118445 5.32238e-05 0.000145318 5.29373e-05 0.000192743 0.000174007 4.12929e-05 0.000128904 0.000263599 5.51425e-05 0.000202349 6.25968e-05
threshold=23.730745871350006 0.11082500000000002 199.03437346465003 13.3584252364 85.861287312150012 41.492094664050008 -0.06828999999999999 42.493282152450007 219.96883426190004 251.46582525270003 39.883592142850006 38.884669609800007 22.105125139000005 53.810443956900009 16.465384711100004 8.7431769115000026 89.995434560150002 41.178189531300006 22.644947046300004 22.604947139800004 42.622319549950006 188.96048214565005 14.351157895250003 -0.24947 23.203497038450006 186.57794620975002 -0.117885 42.779078631750004 20.305669781650003 0.08376500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 8 7 -7 10 -10 11 12 13 -1 -13 21 -17 18 -12 20 -19 22 -14 -23 25 -25 -27 -26 29 -29
right_child=1 -3 -4 -5 -6 6 -8 -9 9 -11 17 14 15 -15 -16 16 -18 19 -20 -21 -22 23 -24 24 27 26 -28 28 -30 -31
leaf_value=0.019377823442425748 -0.00093699637935290364 -0.0017108924936363062 0.001303391144212195 -0.0013017105406987952 9.5626497203034653e-05 0.00059084894835959435 0.0017487998583084266 -0.00022041074876800765 -0.0012400564316174501 9.3701285934827115e-06 0.00018210701936958377 0.0021186801537421873 -1.8378538470682542e-05 -0.079115016921492615 -0.00028131696618279392 -0.0001204982963851995 0.0021722992932277619 -0.0017723787833535763 -0.0019747786961767017 0.00036048641069665293 0.00062388334459883221 0.031260175376488751 0.0021470735769341383 0.00014676754154380157 4.7650655617175837e-05 0.00032271155622966979 -0.002891417238908095 0.00020729919990405523 -0.0022251093305745372 -0.0010373577583789907
leaf_weight=0.0010865956298924827 0.50706004820392481 0.50900616501489171 0.51476857935823783 0.50914231055465897 2.0069106755341846 1.0098423353911137 0.56833939775663012 1.8670773172759707 0.50377881445895489 0.50658305387899627 0.50915697934760762 0.51972321727680426 2.0125410615077217 0.0012974590688153546 0.50560575650979445 1.0110550021526581 0.51303533750808572 0.50728944602443016 0.5092502869956661 1.5078096574434523 0.50502128186963091 0.0017741271644905457 0.51653419415015367 1.5040522874623783 19.13608390970856 0.50257048080044342 0.518323614298424 2.0092185241156924 0.51136966006083628 0.5057824892585282
leaf_count=24 573 39 61 105 35 23 74 57 31 198 25 47 848 252 15 38 34 26 17 34 18 54 62 21 948 19 43 139 34 140
internal_value=1.74713e-07 -0.000283147 -7.77332e-05 -0.000312908 -0.00011265 3.05361e-05 0.000342225 6.43537e-05 -7.54154e-07 -0.000613609 1.78358e-05 5.19821e-05 2.04775e-05 -0.0342243 0.000935204 2.33179e-05 0.000651297 -0.000269441 -0.000896435 -1.60666e-05 -0.000576932 -1.18459e-05 0.00042389 -5.64812e-05 -5.87317e-05 -0.000441894 -0.00130915 -1.50784e-05 -0.000411721 -4.30091e-05
internal_weight=41.8111 4.04689 3.53788 3.02311 2.51397 37.7642 3.44526 2.87692 34.3189 1.01036 33.3086 29.7701 28.7447 0.00238405 1.02533 28.7423 1.52409 3.53853 1.01841 2.52012 1.01231 27.2183 2.52908 24.6892 24.6874 2.52495 1.02089 22.1625 3.02637 2.515
internal_count=4034 813 774 713 608 3221 154 80 3067 229 2838 2718 2656 276 62 2380 72 120 42 78 44 2308 910 1398 1344 83 62 1261 313 279
is_linear=0
shrinkage=0.1


Tree=772
num_leaves=31
num_cat=0
split_feature=8 15 21 22 19 23 15 20 21 13 15 19 22 9 7 6 20 2 13 22 0 7 21 10 16 2 12 10 23 22
split_gain=5.21424e-05 3.8656e-05 0.000135759 5.98609e-05 0.00144575 0.000878346 0.000558392 0.000271147 0.000194107 0.000240179 0.000318438 6.7027e-05 9.48082e-05 0.000187532 0.000206124 0.000117713 0.00031582 5.10558e-05 0.000116466 7.85085e-05 6.53801e-05 0.000119702 4.84288e-05 4.66801e-05 4.55717e-05 2.99621e-05 8.33482e-05 4.51919e-05 0.000232058 4.46732e-05
threshold=8.8430989333000021 46.074827201850006 15.285239689500001 -0.14429 14.651182102100002 0.12201500000000003 37.050691080100002 39.110279783550006 9.7751505375500027 109.49014582065001 22.351147806600004 14.351157895250003 -0.063749999999999987 193.67618212375001 23.109894804950002 16.475384944750001 42.824128352900011 104.38256328765002 117.56896250265002 -0.092479999999999993 86.565663342300013 24.002506000500002 14.169342482300001 61.93400995115001 22.634947069650003 196.01988179970002 246.36519872610003 62.020040611300011 0.11768500000000003 -0.08262499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 9 10 -9 22 17 -14 -15 16 -16 18 -13 -19 24 -22 25 -20 -21 27 -27 28 -5 -28
right_child=-2 2 -4 11 -6 -7 -8 8 -10 -11 -12 12 13 14 15 -17 -18 19 23 20 21 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.040288858564223325 -0.00098733905922191042 -0.0017968245376848672 0.0001962006774053346 -0.002355852177248497 -0.10013750083370941 -0.064879883147320114 0.05428919893745935 0.038013177865570624 -0.019148323260247208 0.058517811415313786 -0.033753503638596499 0.0017691293243271165 0.0024074895414588336 -0.0013858141908242565 0.0032982872355359055 0.00018172319938193876 -0.00021608799367526613 -0.00053362598779769339 0.00061708748281086474 -0.00044442737150560211 0.0019517496711159337 -0.00021624014023307529 -0.0010143188962214759 -0.00038421005731842394 0.00033339751788219463 0.0014332017739553831 0.00053314353563612131 -1.7107256342514385e-05 2.3421784429650377e-05 -0.00079794236826437456
leaf_weight=0.0012771396030902809 0.52794571019770486 0.51793252443149285 1.004904669997259 0.51546229693791845 0.0014665966227767066 0.0015206468150950067 0.0028171757082873228 0.0013502830169906353 0.0015167085753429229 0.0012751167122133644 0.0011404782161089089 0.52027898773030612 0.52360777267077141 0.55434527572651893 0.52031618094952159 1.5091103652666786 0.5028140141221229 2.5075781568162938 0.86466009184005077 1.5051523923798413 0.5111320050236825 0.50757876476654928 0.5154823692054461 1.0087960835589909 1.50779952351877 0.51282742726800901 0.50413050884599853 22.649739465820591 2.0021960158919683 0.50441260385613018
leaf_count=344 201 147 18 141 3 27 39 280 327 127 77 131 62 20 49 21 10 39 25 21 15 49 146 18 20 188 90 1210 11 178
internal_value=1.7068e-07 1.27995e-05 -0.000481648 3.17373e-05 -0.00692526 0.00561928 0.0170521 0.00106003 0.0110567 0.0232218 0.00515241 3.39014e-05 0.000225144 0.00065761 0.000360761 0.000743113 0.00157116 5.03664e-05 0.000445505 -9.42771e-05 0.000178985 0.000871536 -5.42757e-05 7.79209e-05 -5.51732e-05 -3.57329e-05 0.000395214 -6.17836e-05 -0.000463708 -0.000132586
internal_weight=41.8106 41.2826 1.52284 39.7598 0.0123641 0.0108975 0.0093769 0.00655973 0.00528259 0.00376588 0.00249076 39.7474 12.5432 3.61019 3.08659 2.53224 1.02313 8.93298 2.39374 6.53924 4.03166 1.01871 27.2043 1.87346 3.01295 26.6888 1.52137 25.1674 2.51766 1.00854
internal_count=4034 3833 165 3668 1224 1221 1194 1155 811 484 357 2444 480 162 100 80 59 318 174 144 105 64 1964 43 41 1818 456 1362 152 268
is_linear=0
shrinkage=0.1


Tree=773
num_leaves=31
num_cat=0
split_feature=8 15 4 20 22 15 23 15 17 22 18 18 15 19 19 23 9 17 7 17 6 20 17 22 9 10 23 17 5 12
split_gain=4.22067e-05 3.12983e-05 0.000122538 7.18824e-05 5.0773e-05 0.00134784 0.000695147 0.000635038 0.000258994 0.000205225 0.000296252 0.000209029 0.000158883 5.62231e-05 3.84189e-05 9.80727e-05 9.47058e-05 0.000224245 7.06329e-05 0.000287542 0.000366085 0.000119484 8.33575e-05 7.61892e-05 0.000165523 7.12909e-05 0.000180253 4.85732e-05 4.83251e-05 4.58804e-05
threshold=8.8430989333000021 46.074827201850006 346.42057500560003 42.402981339000007 -0.14429 42.841315546000011 0.12201500000000003 37.050691080100002 195.53954078470002 -0.58994000000000002 13.712081531300003 12.058732762750003 24.118672490250002 14.651182102100002 14.351157895250003 0.13041500000000003 188.96048214565005 187.51563899930002 23.127267687200003 190.38166638035003 16.555386813950005 40.159267750750011 195.18216166535004 -0.086719999999999992 206.36238950785003 62.116825104000007 0.086355000000000029 196.80409074510004 21.500664456800006 63.174563425750001
decision_type=2 2 2 2 2 2 2 2 2 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 9 -1 11 -11 -10 14 29 16 17 -16 19 -18 -21 -20 23 -23 -25 27 -27 -24 -29 -6
right_child=-2 2 3 -5 13 -7 -8 -9 12 10 -12 -13 -14 -15 15 -17 18 -19 21 20 -22 22 25 24 -26 26 -28 28 -30 -31
leaf_value=0.050139636674654799 -0.00088802372634113062 -0.0016959225997593087 -0.00063910281133706503 0.0010461383371509027 -0.020846541856358633 -0.088963194482612279 -0.058795645333899263 0.060843483720047366 -0.00044162874339789766 -0.0073987394622790671 -0.038177363702028386 0.057051060555648514 -0.055804979725398531 0.0010733344275705389 -0.00016111310153719266 0.00091819246242628213 0.00023520888847228507 0.0024666032017069419 0.0016043782926061436 -0.0036566582451604927 0.00011450636398141778 -0.00010067871514936289 -0.00036304742962501939 0.0023916484183819156 -0.00016614181594025164 0.00034394281031627347 -0.0023194399661104459 -0.00016135483837354439 0.0012229978855518488 -4.8029870511560375e-05
leaf_weight=0.0011927948294615824 0.528270439115892 0.51087202935511378 0.50603798418441648 0.50637753264245866 0.0010606675978220839 0.0017000878897306402 0.0013834090192119683 0.0024418535550694287 0.0010359790978732479 0.0010049415067700492 0.0011832145832055925 0.0010079648890664178 0.001037471378834906 0.51038167433944082 0.86231778361252398 1.5142486204640579 2.0527359252073425 0.52096570383400831 0.50966023444198061 0.52631699901094442 0.50382710520989349 1.0014701519394296 1.502242223819011 0.51274669146914653 0.49944444000720978 0.50535966180359515 0.5110962884464243 0.5019384074003026 0.50673242119410133 27.204108177245907
leaf_count=72 201 96 37 32 6 11 27 31 283 110 299 332 59 34 31 19 37 76 23 52 11 5 13 63 2 35 24 27 28 1958
internal_value=1.56839e-07 1.15226e-05 -0.000433319 0.0002038 2.85659e-05 -0.00647846 0.0071526 0.0173987 0.000982746 0.0147427 0.00153253 0.0248746 -0.0281432 3.05285e-05 1.69638e-05 0.000165763 5.74263e-05 0.000828525 -5.9357e-05 -0.000448947 -0.00181224 0.000139142 4.37093e-06 0.000517716 0.00112956 -0.000288681 -0.000995264 -2.64553e-06 0.000534111 -4.88408e-05
internal_weight=41.8102 41.2819 1.52329 1.01242 39.7586 0.0119877 0.0102876 0.00890422 0.00646237 0.00438892 0.00319612 0.00201291 0.00207345 39.7467 39.2363 12.0311 10.5169 1.38328 9.13357 3.08288 1.03014 6.05069 5.54103 2.01366 1.01219 3.52737 1.01646 2.51091 1.00867 27.2052
internal_count=4034 3833 165 69 3668 1224 1213 1186 1155 813 741 442 342 2444 2410 446 427 107 320 100 63 220 197 70 65 127 59 68 55 1964
is_linear=0
shrinkage=0.1


Tree=774
num_leaves=31
num_cat=0
split_feature=8 3 21 20 6 6 6 8 8 8 18 17 7 6 2 15 8 6 16 7 22 3 23 0 18 15 22 20 19 12
split_gain=3.41677e-05 2.92475e-05 8.96362e-05 8.8216e-05 0.00213651 0.0016916 0.00242375 0.00240479 0.00144181 0.000910211 5.02974e-05 0.00024892 0.000129204 4.87451e-05 0.000101131 5.15071e-05 4.24137e-05 4.82425e-05 0.000198475 7.09763e-05 0.000192839 6.70996e-05 0.000184083 0.00540104 3.88206e-05 3.08347e-05 0.000118701 4.93668e-05 0.000168125 4.03337e-05
threshold=8.8430989333000021 93.499196860750018 14.70115454445 41.674196414850009 16.545386580300001 16.285380505300001 16.525386113000007 8.4434108459500017 8.6432548896500023 8.2435668022500028 13.276755824150003 188.41589330430003 23.109894804950002 16.395383075500003 100.60547560250002 41.29990759910001 8.7431769115000026 16.525386113000007 22.654947022900004 23.445318439400001 -0.086139999999999994 93.216908757050007 -0.09053499999999999 96.959242474650011 13.012604996900002 20.729785921300003 0.086310000000000026 38.244973486750006 13.751109481500002 94.328280857900012
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 5 7 8 -5 9 -7 11 24 -12 -3 -15 -16 17 18 19 20 -14 22 23 -21 -1 -24 27 28 -27 -29
right_child=-2 3 -4 4 -6 6 -8 -9 -10 -11 12 -13 16 14 15 -17 -18 -19 -20 21 -22 -23 25 -25 -26 26 -28 29 -30 -31
leaf_value=0.00032966997434193601 -0.00079876019484113956 -0.0010242485234813045 0.0013487732149576449 -0.074077955648399918 -0.00015623995814182095 -0.015954873179790299 0.041905759591745084 0.088595678060252578 -0.013464846522183905 -0.10009294226353137 -0.0015680410024320292 0.0024177653934218009 4.5880193148481815e-05 0.0013514809237897888 -0.0010789802595462131 -2.9326912792185949e-05 0.0005353455458018988 -0.00048015745337173571 0.0019744520634437778 0.041309966733840887 0.0022065319067510018 -0.0012022838615077234 0.00040107260305113478 -0.09262822075979861 -0.00047194291326535531 -0.0019860565321542681 -0.0015562525569802967 0.00043145080968209383 0.00058307789296645294 -4.1798465696308395e-05
leaf_weight=1.5058275944354376 0.52856257479414992 0.50293876619897115 0.52427661180163809 0.0014810064106691714 0.50279055871197331 0.0015360114101188324 0.0025024569596521209 0.0023518265970778884 0.0038063366101468441 0.0078915108271098156 0.52206427215034779 0.51677424219656121 2.0037141047786347 0.509481596706581 0.50753524953593032 5.9255394910533141 1.5093763909294455 2.0151374651286451 0.51337257607610709 0.0075433648744333811 0.52034096731233859 0.50955019023376635 1.5123991841408031 0.0050105019341998595 1.0089002689495883 0.51135498027956916 0.52147362560616528 2.0130825668508185 0.50752652619485161 17.085319883279787
leaf_count=39 201 40 243 97 197 69 25 10 16 98 221 52 45 75 213 82 29 34 53 30 102 15 825 156 33 153 105 71 26 679
internal_value=1.48628e-07 1.03779e-05 5.15434e-05 -0.000161732 -0.00141795 -0.0338351 -0.0483452 0.0257386 -0.0654112 -0.0863845 3.08013e-05 0.000418842 -8.73014e-06 -7.35986e-05 -4.73077e-06 -0.000112139 1.91151e-05 -8.98819e-06 2.79408e-05 -1.17176e-05 0.000491305 -6.77155e-05 -4.16314e-05 -0.0121475 8.06561e-06 -3.47706e-05 -6.6709e-05 -2.80976e-05 -0.000706316 8.08476e-06
internal_weight=41.8095 41.2809 33.313 7.96785 0.52236 0.0195691 0.0157363 0.00383283 0.0132339 0.00942752 32.7888 3.0315 29.7573 7.4455 6.94256 6.43307 29.2352 27.7258 25.7107 25.1973 2.52406 22.6733 22.1637 0.0125539 2.51473 22.1512 20.6388 20.1173 1.01888 19.0984
internal_count=4034 3833 2911 922 512 315 208 107 183 167 2668 124 2544 410 370 295 2323 2294 2260 2207 147 2060 2045 186 72 1859 1034 929 179 750
is_linear=0
shrinkage=0.1


Tree=775
num_leaves=31
num_cat=0
split_feature=6 20 22 16 2 4 6 22 17 3 6 13 5 17 9 19 0 3 6 21 8 22 22 22 8 21 12 2 15 21
split_gain=2.868e-05 0.000103439 0.000327036 0.00033414 0.000136957 0.00011223 8.62733e-05 0.000271195 0.000393378 0.000157682 9.05677e-05 0.000293609 0.00011086 6.60205e-05 0.000123738 4.99895e-05 7.22872e-05 0.000271524 0.000268296 7.22477e-05 0.00205378 0.00316377 0.00360647 0.000761459 0.000112483 4.43988e-05 0.000103833 4.25812e-05 3.64582e-05 6.69655e-05
threshold=16.455384477450004 40.633548727200008 -0.059424999999999999 22.544947280100004 216.11743889730002 181.80369070585002 16.395383075500003 -0.087234999999999993 187.51563899930002 93.216908757050007 16.235379337050002 117.50981642375002 20.769304081650002 192.94032447935004 198.49982034990003 14.351157895250003 93.399723909900004 89.695028606150018 14.745344522600002 7.0441631297000011 8.4434108459500017 -0.083064999999999986 -0.092710000000000001 -0.11963999999999998 7.943800736700001 1.9176293050000004 199.78749241660003 193.08238555950001 37.870720399650004 7.4475783437000009
decision_type=2 2 2 2 2 2 2 2 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 4 -4 27 -2 9 -8 -9 10 12 -12 15 -7 -15 16 17 -1 19 25 21 22 23 -21 -23 26 -18 28 29 -3
right_child=1 2 3 -5 -6 13 7 8 -10 -11 11 -13 -14 14 -16 -17 18 -19 -20 20 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.002570389030157794 0.0016390057231192409 -0.00016777657286304814 -0.0001347207676956609 -0.0037306170449928084 0.0014792630574885508 -9.6150033541032344e-05 7.7967359614187815e-05 -0.00012554842577843561 0.0037702344683418413 -0.0017578687336761364 0.0025837747903185485 -0.0007913629457648758 -0.0014564546054272201 0.0019091080253779002 -0.00029683776538460329 0.00068868466560730295 -0.0016484789531464577 -1.8301160801106233e-06 0.0022582141368108167 -0.00072351592085861548 -0.00012128078508477656 -0.067191493085697052 0.060799049080827561 -0.10004406009611953 -0.10004805180043755 7.0150359174670242e-05 9.3742021623914463e-05 -0.00081427876223493878 0.00010856141915973949 -0.0014109995657837209
leaf_weight=0.51817078537403682 0.51712826819883506 3.0076637838578555 0.50154206527817169 0.53307041428525892 0.51289743413919353 3.9117501000483719 4.512759026425269 0.50574007415383426 0.53167328427054805 0.51515528825178947 0.52499404067384492 0.50631513169173559 0.53348310664272247 0.50951755031019252 0.5076048289887467 1.0129843684444484 0.5192007253066423 2.0002511079248961 0.53010740228700193 0.0010874918442895934 0.50177586548727504 0.0013312238783474437 0.0046201017711169348 0.0026600335252882495 0.0047948503631907169 13.045678194891494 1.0027574903522514 1.0071583392082839 3.5171205319321377 0.50618154667638737
leaf_count=130 132 122 143 108 120 163 69 15 125 208 69 30 248 17 41 37 314 41 103 306 42 173 43 61 73 770 179 28 72 52
internal_value=3.23881e-08 -0.00011051 -0.000308238 -0.00198746 -0.000105065 0.000237515 6.20905e-05 0.00041312 0.00187104 -2.96994e-05 1.32879e-05 0.000926771 -3.45849e-05 9.04736e-05 0.000808209 5.03525e-06 -3.31574e-05 -0.000530317 4.70306e-05 -3.0679e-05 -0.00119323 -0.0383044 0.00167197 -0.0712223 -0.0929082 1.05211e-05 -0.000500599 -0.000206158 -0.000119047 -0.000346867
internal_weight=41.8072 15.0316 9.58563 1.03461 8.55102 5.446 26.7755 5.55017 1.03741 21.2254 20.7102 1.03131 19.6789 4.92887 1.01712 19.1454 18.1324 2.51842 15.614 15.0839 0.51627 0.0144937 0.00836763 0.00374753 0.00612607 14.5676 1.52196 8.03812 7.03097 3.51385
internal_count=4034 998 645 251 394 353 3036 209 140 2827 2619 99 2520 221 58 2272 2235 171 2064 1961 698 656 410 367 246 1263 493 274 246 174
is_linear=0
shrinkage=0.1


Tree=776
num_leaves=31
num_cat=0
split_feature=15 21 9 9 17 19 21 10 17 15 17 19 19 7 6 7 16 23 9 23 5 7 20 23 18 16 21 23 20 20
split_gain=4.16285e-05 0.000191591 3.15417e-05 0.00122366 0.000101122 0.000151125 7.13559e-05 0.000767312 0.00140301 0.000595079 4.16843e-05 4.09349e-05 5.22173e-05 8.70259e-05 0.000166825 6.01879e-05 8.11295e-05 0.000110644 0.000152205 5.75485e-05 5.27339e-05 3.39624e-05 3.02341e-05 0.000204111 0.000310277 5.80059e-05 6.97875e-05 4.92015e-05 3.24442e-05 8.4048e-05
threshold=46.074827201850006 15.285239689500001 187.94830913940004 188.63457064660003 187.77231677760003 14.351157895250003 15.039695091900002 61.622148808000013 189.50863627480001 40.974857724300008 186.57794620975002 14.651182102100002 14.551174033150001 23.478650568600006 16.605387982250004 23.445318439400001 22.544947280100004 0.092075000000000032 194.04304600165003 0.088145000000000015 23.730745871350006 22.870118039000001 42.660927378600007 0.084565000000000015 13.4793103924 22.634947069650003 12.315862460400002 0.080395000000000022 41.975471476700008 41.385032804600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 10 -6 7 8 9 -5 -1 12 15 14 -14 16 -9 19 -19 21 22 -18 25 27 -25 28 -27 -24 29 -17
right_child=1 -3 3 6 5 -7 -8 11 -10 -11 -12 -13 13 -15 -16 20 17 18 -20 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.00015575713638063833 -0.0020763635941615883 0.00029143814033444105 -0.075810655945842464 -0.040365702281515203 -8.711399134345919e-05 0.0023463702854621821 -0.0011709642644114643 0.0014533985133564139 -0.10005352012114806 0.065471582210303622 -0.00082971198781113607 0.00090225379525423486 -0.0023147020551701832 0.00017833401348184771 0.00020130035929845304 -1.0582385043802155e-05 0.0004556782418830006 3.4868731215647031e-05 0.0013589691924400476 -0.00064112964425112743 -0.0010600922316267814 -0.00017234501738935115 -3.8225944887949168e-05 0.00028001758005424652 -0.0032109443293663743 0.0015832950176957632 -8.0209274856523843e-05 0.001060526582462604 0.00021255331737050358 -0.00079809816887226482
leaf_weight=2.8721168472200951 0.51762813826802911 1.0056377861803367 0.0021296410154992831 0.0010180345205296195 0.50434213802602135 0.51660266014096123 0.51915041386133864 0.52894573983436899 0.0021205575917058184 0.0011110170344181824 0.50464384823175112 0.51256786058729531 0.55491329737452522 1.0099085702959198 0.5018888465111786 12.599160319399278 1.5087707653717628 2.0146523849434748 1.5254744181233943 1.5085987760775763 0.50696285825347231 2.0058885771914987 2.004193203816564 0.50140070077031851 0.51724651608018335 0.5082617218336043 0.50056196213699877 0.51157531673582912 4.5195180074412358 1.5185597705916141
leaf_count=1009 162 20 13 38 555 70 88 202 33 7 62 36 34 28 11 820 30 23 37 22 16 32 86 4 184 42 4 87 154 125
internal_value=-2.20742e-08 -0.000513176 1.93827e-05 -1.15947e-05 0.000272153 0.00114424 -7.09594e-06 9.99021e-06 -0.0424799 0.0148641 8.48258e-06 1.50968e-05 2.04736e-06 -0.000485471 -0.00111982 3.27846e-05 0.000251497 0.000177257 0.000605436 -0.000124501 -5.11672e-05 9.72524e-05 -2.91018e-05 -0.000298358 -0.00149262 1.93386e-05 0.000757891 0.000185203 -2.06388e-05 -9.52908e-05
internal_weight=41.8056 1.52327 40.2823 35.8846 4.39771 1.02094 35.8824 35.3633 0.00424961 0.00212905 3.37676 35.359 34.8465 2.06671 1.0568 32.7798 9.09233 8.56338 3.54013 5.02326 23.6874 3.51466 23.1805 3.53442 1.01865 19.6461 1.00882 2.51577 18.6372 14.1177
internal_count=4034 182 3852 2156 1696 625 2143 2055 78 45 1071 1977 1941 73 45 1868 346 144 60 84 1522 62 1506 361 188 1145 46 173 1099 945
is_linear=0
shrinkage=0.1


Tree=777
num_leaves=31
num_cat=0
split_feature=8 15 21 19 5 22 5 2 18 22 9 9 14 20 21 21 23 22 9 21 15 22 3 9 2 12 5 20 21 5
split_gain=3.82582e-05 3.47915e-05 0.000155494 5.83029e-05 9.71099e-05 7.25409e-05 7.14694e-05 9.72456e-05 0.000402812 9.9713e-05 7.60337e-05 0.000181561 7.51114e-05 9.92849e-05 5.85092e-05 5.26464e-05 8.92732e-05 4.18957e-05 9.23048e-05 3.93749e-05 3.26766e-05 8.89384e-05 3.16336e-05 8.35483e-05 7.03782e-05 8.17767e-05 6.40069e-05 3.56205e-05 0.00011198 8.60902e-05
threshold=8.8430989333000021 46.074827201850006 15.285239689500001 14.351157895250003 20.204934414350003 0.13006000000000004 20.849573174100005 104.38256328765002 12.949585557300002 -0.093879999999999991 192.39832633775004 181.33671263215004 244.85040433755003 40.583589072600013 14.30537942105 3.8781687083500005 0.079220000000000027 -0.08854999999999999 206.36238950785003 14.169342482300001 18.563284541500003 0.22598000000000004 93.394346993650018 200.84017322135003 196.01988179970002 285.40265749175006 22.327062271350005 38.748048509250005 3.3753071955500005 17.679107616400003
decision_type=2 2 2 2 2 2 2 2 2 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 19 -5 6 -6 8 -8 15 11 -11 -12 -14 17 -9 -17 -15 -19 20 -1 22 24 -24 26 -26 27 28 29 -22
right_child=-2 2 -4 4 5 -7 7 9 -10 10 12 -13 13 14 -16 16 -18 18 -20 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00052216102753176771 -0.00084567765252328917 -0.0018666142298776273 0.00026669624189838546 0.0015428421130601669 -0.00054539679705931522 0.001267135814018012 -6.5287965482417837e-05 -5.5934204421885429e-05 0.0032072089219996134 -0.00032701443015250811 -0.00068507737269124969 0.0023441457808353384 0.0011355329579161232 -0.0001578749912128572 -0.00063212667155961239 -0.00013075129407559262 -0.0020139255285649663 0.0016914922697901795 -0.00021212095010343697 -0.00091871162528267276 0.0002437143597536174 -0.0013618877466261112 -0.0015054926640562297 -7.6299468978670401e-05 0.0017053661062611187 -8.6385396702701986e-05 -0.0011408888230486104 4.6956222829665726e-05 -0.0016717370582901181 -0.0012083204134664743
leaf_weight=1.0066013812340546 0.52823659979235671 0.51754985921792851 1.0053983832334763 0.5216483800613777 1.5120659694880458 0.55365610009175803 1.3590572917719317 1.0031163646328836 0.52007155006231176 0.50004363323387468 1.012611647161975 0.51812245220116893 1.0120554415698277 1.0013322490926793 1.0051491555350365 0.49967859959465932 0.50731162867136703 0.51661685085192288 0.50246878183861554 0.51598216893863735 2.0186051774293379 0.51319049613964196 0.51421113373498828 1.9996828753428415 0.5140014825254865 0.50498415787147166 0.50919478019760944 18.088531594670183 0.51190814922671091 0.51185652057580444
leaf_count=956 201 147 18 76 53 28 22 20 103 6 25 45 30 9 13 11 33 39 11 289 111 134 521 10 159 150 19 656 89 50
internal_value=-3.51336e-08 1.07869e-05 -0.000458276 2.87565e-05 0.000207107 0.000149155 9.51884e-05 0.000192461 0.000840415 4.17417e-05 0.000243942 0.00103228 8.50074e-05 0.00027814 -8.65876e-06 -0.000568691 -0.00107948 0.000301514 0.0007529 -5.34748e-05 -3.67494e-05 -5.86522e-05 -3.20837e-05 -0.000368638 5.25496e-06 0.000817418 -3.29881e-05 -6.2908e-06 -0.000322873 -5.00002e-05
internal_weight=41.8049 41.2767 1.52295 39.7538 12.545 12.0234 11.4697 9.95764 1.87913 8.07851 6.0684 1.01817 5.05023 4.03762 3.02557 2.01011 1.00699 2.02042 1.01909 27.2087 26.6928 25.6862 25.173 2.51389 22.6591 1.01899 21.6401 21.1309 3.04237 2.53046
internal_count=4034 3833 165 3668 524 448 420 367 125 242 178 51 127 102 72 64 44 59 50 3144 2855 1899 1765 531 1234 309 925 906 250 161
is_linear=0
shrinkage=0.1


Tree=778
num_leaves=31
num_cat=0
split_feature=4 21 19 22 23 19 7 20 15 17 21 15 9 21 7 5 19 8 15 13 2 22 20 22 20 4 13 23 17 21
split_gain=3.66246e-05 0.000382784 0.00114371 0.00105015 0.000125389 5.92e-05 8.24158e-05 5.50741e-05 4.57215e-05 0.000399093 6.18349e-05 0.00030495 6.38114e-05 7.64574e-05 0.000124633 7.59124e-05 6.15765e-05 5.42898e-05 5.4206e-05 0.000116049 4.48711e-05 7.25918e-05 5.17211e-05 0.00011233 9.5981e-05 5.4272e-05 7.48101e-05 6.69573e-05 5.51943e-05 5.27998e-05
threshold=244.52697497700004 1.0000000180025095e-35 13.451085274650001 -0.031449999999999999 0.13041500000000003 14.651182102100002 22.977992916200005 43.752965619700007 37.870720399650004 188.19076296340003 11.628334000150002 36.548474543700003 187.94830913940004 1.9176293050000004 22.649177329550003 21.454033346250004 14.451165964200003 8.0437227585500022 42.841315546000011 117.61735474900001 158.13149931390004 0.070580000000000018 41.289992964000007 -0.023719999999999998 40.94178426300001 270.14719820550005 117.64961624655002 0.098545000000000021 197.61001826940003 4.1284891430000012
decision_type=2 2 2 2 2 2 2 2 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 8 6 -3 20 10 18 12 -12 17 14 -14 16 -15 -1 19 -10 21 -8 24 29 25 27 28 -22 -27 -24
right_child=1 5 3 -5 -6 -7 7 -9 9 -11 11 -13 13 15 -16 -17 -18 -19 -20 -21 22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00024273223492368278 -0.059374969560760438 -0.0013979912079044746 -0.0068931151150696604 0.10002373379317486 0.0016194180472633029 0.00093668982145154133 -0.0016322539614536087 0.00091166966960817624 0.00039672032320145891 0.0028814674112989493 -0.0026005464908836792 0.00039676053617874649 0.00029025663836074254 0.00013853236857677177 -0.0019034453212308851 -0.0011592856183473689 -0.00052970125751119698 0.0015093732843415076 0.00037137742081213659 -0.0017011575889901245 0.0001806923205269507 6.3164968758128479e-05 -0.0011431941329539204 -0.0016781934430355129 0.0014567668692000019 -0.00018602356777994099 0.0013181751914082458 -0.0014465235157175957 0.00095409800857661859 -9.7749590073274004e-05
leaf_weight=1.0049464451156556 0.0011517740681423741 0.51509324872774698 0.0015992007359436622 0.0021587897838344361 0.51674237367063725 0.51414778190210242 0.50890302756366457 0.50798741046340445 0.50587435902707623 0.53080143859989437 0.51292699527324614 1.0036043032596351 0.50263562604140921 15.583462490339331 0.5342779301588011 0.50949940622363143 1.5128523651401327 0.51016931994399772 0.86321927179846358 0.55076166178259633 0.50453337465832315 0.50132200829777629 0.51207330773956883 0.51289202527121247 0.5107547154779678 2.5077024869627729 0.5084607170754224 0.5069763529629352 0.51116346467190732 8.535909366415213
leaf_count=598 222 334 31 16 56 34 78 321 30 79 131 8 23 642 192 53 33 62 24 36 30 19 182 121 53 122 32 17 215 240
internal_value=-9.97372e-09 -0.000112164 0.0278059 0.0545256 7.81048e-05 -0.000120153 -0.0001528 -0.000113033 4.50908e-05 0.000454501 -1.19993e-06 -0.000617 4.51284e-05 -5.59342e-06 -0.000840066 4.35537e-05 7.94004e-05 0.000669235 -0.000216507 -0.000696779 -0.000146357 -0.000790906 -0.00010179 -0.000238526 0.000157104 1.08532e-05 0.000196026 -0.000634881 7.02525e-06 -0.000156917
internal_weight=41.8046 17.1628 0.00490976 0.00375799 24.6418 17.1579 16.6438 16.1287 24.125 2.45066 21.6744 1.51653 20.1578 18.6427 1.03691 17.6058 17.0963 1.51512 1.91986 1.05664 15.6207 1.01023 14.6105 9.56087 5.04959 4.53884 3.52733 1.01151 3.01887 9.04798
internal_count=4034 2067 269 47 1967 1798 1764 1430 1911 169 1742 139 1603 943 215 728 675 660 90 66 1109 97 1012 543 469 416 369 47 337 422
is_linear=0
shrinkage=0.1


Tree=779
num_leaves=31
num_cat=0
split_feature=15 21 19 14 22 22 15 20 22 14 22 22 22 8 8 22 9 21 18 5 19 23 4 23 20 21 7 15 3 15
split_gain=3.76673e-05 0.000128825 4.59573e-05 5.02234e-05 0.000177465 8.75196e-05 0.000518207 0.000216808 0.000208762 7.70523e-05 0.000221223 0.000156839 0.000447519 3.04045e-05 5.6156e-05 0.000631035 0.000111608 4.37434e-05 0.000165263 9.59462e-05 3.10454e-05 0.000135022 0.000109961 0.000116909 0.000403614 0.00010696 0.000346981 3.01443e-05 0.000287471 0.000108601
threshold=46.074827201850006 15.285239689500001 14.651182102100002 137.67556691715004 -0.044409999999999998 -0.50001499999999999 24.118672490250002 40.890797847750008 -0.25073999999999996 143.06733454090002 -0.23401999999999998 -0.167075 -0.15076499999999998 8.8430989333000021 8.7431769115000026 -0.14429 177.77223095870002 14.946136646400001 13.091807150500001 12.035423697300002 14.351157895250003 0.082935000000000023 244.52697497700004 0.09914000000000002 43.218894539100006 4.797392351550001 23.032902590750002 31.385732506450001 85.538672336450006 28.626568391100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 -5 -7 -10 -11 -12 -13 14 15 -14 -17 19 -19 -18 27 -22 25 24 -24 -23 -27 28 29 -21
right_child=1 -3 -4 5 -6 8 -8 -9 9 10 11 12 13 -15 -16 16 17 18 -20 20 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.041745898243797042 -0.0017681141089585029 0.00017255395755463149 0.0009557801345021575 -0.013574374165466002 -0.013502881654882035 0.038857700149972266 -0.05938744256533908 0.048346176830067353 -0.026021882480086758 -0.040630343792164729 0.029955290378639282 -0.055890606046123004 0.076726514817613833 -0.00075046480550642041 0.00047516505398424356 0.030743037926958885 0.028332999481953863 0.00062341676302473011 -0.0019230556993715727 2.908870321376397e-05 0.0017194515768145628 -5.5587926241518144e-05 -0.0032216024941291127 -1.7772088075401022e-05 0.00075622423337846131 0.0031156085257583789 0.00023350850413004739 -0.00014767825754271149 0.0023497463089394805 -0.001469211853471448
leaf_weight=0.0011875782417405389 0.51858896332615145 1.0048347567935279 0.51642205648260286 0.0012081543031109135 0.0011389957453492574 0.0013830490195222414 0.0015644028366570417 0.0010629840580967109 0.0011373916631985939 0.0013396114858029709 0.0017486773365210642 0.00143225222920662 0.0010715294067428207 0.52108004969888 2.5193665941696954 0.0011796657059112139 0.0011953624138659738 0.5048918841384864 0.51462932153132357 9.5645952266818934 0.52019603363301214 2.9168639504422327 0.5162733784470388 3.0118113531389099 0.50418560715843341 0.52723405994038364 2.0110782603514963 15.079449598996218 0.52673797825627922 0.50953981989877739
leaf_count=32 162 20 67 150 9 80 88 153 11 158 244 292 76 98 38 603 186 21 68 473 122 35 69 35 7 89 27 454 77 90
internal_value=3.29027e-08 -0.000488069 1.84929e-05 6.32034e-06 0.0146983 5.46068e-06 -0.0150995 0.0154069 6.91787e-06 5.56635e-06 6.31098e-06 7.68031e-06 6.36295e-06 8.37694e-06 1.84563e-05 -1.28863e-05 -1.51263e-05 -1.61147e-05 -0.00066198 2.33554e-06 1.38661e-06 0.000150794 6.47846e-05 -0.000331197 -0.00125625 0.00035748 0.000832151 -5.68375e-05 7.23809e-05 -4.66939e-05
internal_weight=41.8044 1.52342 40.281 39.7646 0.00232657 39.7623 0.00383554 0.00227114 39.7584 39.757 39.7559 39.7546 39.7528 39.7514 39.2303 36.7109 36.7099 36.7087 1.01952 35.6892 35.688 10.0076 9.48745 4.03227 1.02046 5.45518 2.53831 25.6803 10.6009 10.0741
internal_count=4034 182 3852 3785 41 3744 391 303 3353 3273 3262 3104 2860 2568 2470 2432 2356 1753 89 1664 1478 384 262 111 76 151 116 1094 640 563
is_linear=0
shrinkage=0.1


Tree=780
num_leaves=31
num_cat=0
split_feature=15 7 20 19 14 22 22 15 16 22 14 22 22 22 9 5 23 6 22 22 6 7 20 4 2 22 23 21 6 9
split_gain=3.04998e-05 0.000115658 6.49714e-05 3.72506e-05 4.11709e-05 0.000146431 7.26469e-05 0.000435898 0.000207671 0.000171837 6.28614e-05 0.000182364 0.000128256 0.000374823 2.79414e-05 7.65737e-05 3.83855e-05 4.82602e-05 3.6543e-05 0.000176769 0.000551387 0.000146352 0.000373969 5.65692e-05 5.85873e-05 8.46942e-05 0.0001133 5.30619e-05 0.000177947 0.000101043
threshold=46.074827201850006 23.514778597300005 42.402981339000007 14.651182102100002 137.67556691715004 -0.044409999999999998 -0.50001499999999999 24.118672490250002 15.484963789400002 -0.25073999999999996 143.06733454090002 -0.23401999999999998 -0.167075 -0.15076499999999998 181.33671263215004 12.035423697300002 0.41648000000000007 14.525339382250001 -0.053159999999999992 -0.067109999999999989 14.865347326450001 23.314707969200004 40.206947806850003 296.2109057141501 171.97230602530001 -0.085584999999999994 -0.24800999999999998 3.2025200283000004 14.385336111050002 203.06170522940002
decision_type=2 2 2 2 2 2 2 2 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 8 -6 -8 -11 -12 -13 -14 -15 -16 18 -18 19 23 -21 22 -20 24 -17 -26 -27 28 -23 -29
right_child=1 2 -4 -5 6 -7 9 -9 -10 10 11 12 13 14 15 16 17 -19 21 20 -22 27 -24 -25 25 26 -28 29 -30 -31
leaf_value=0.03823982036598992 -0.0016650966690671242 -0.00062169856299272965 0.00098035215780962093 0.00086077676878547761 -0.017181808349520589 -0.012174783740660413 0.03550967308397017 -0.055406432763895022 0.043663032240612937 -0.02357964851679056 -0.037182295785213371 0.027204703076601684 -0.05192618104783369 -0.0005141221245089086 0.025396190684893395 6.9211197478796335e-05 -4.6714491625252471e-05 0.00093242588822977377 -0.00011741512722394472 -0.00025833865704782039 0.0037286672965437502 -1.4677003500855545e-05 -0.0031921981102677466 0.0010350072583125687 -0.00010941206583585028 -7.8771369604750365e-05 -0.0021971031979806121 -0.00039169150159430689 0.0020535740207765904 0.00022779592707973222
leaf_weight=0.0011679091057317237 0.51129912513239828 0.50588695333490818 0.50669478676849544 0.51609653011424583 0.0010928248444329594 0.0011370305819714535 0.0013632091751877287 0.0015119838104884487 0.0011525873796003339 0.0011300862084188115 0.0013186214011885458 0.0017337679534240582 0.0013897666760972474 1.0008234608437678 0.0011891840024408342 14.981468723779541 1.0016111733414157 1.0119777411919129 1.5538093671821678 1.0075102563905023 0.52898704899863691 2.0141497877584977 0.53064123512291406 0.5157792441905461 3.512963004762014 0.50001461253123125 0.51004064502149293 5.5297792441369618 0.52427183748537221 5.0260159022185862
leaf_count=32 95 50 37 67 183 9 80 88 120 11 158 244 292 697 197 667 21 22 54 47 69 109 82 165 65 5 36 98 103 131
internal_value=4.90464e-08 -0.000439098 0.000179966 1.66629e-05 5.70714e-06 0.0133702 4.93241e-06 -0.0138992 0.0140503 6.24645e-06 5.02908e-06 5.69949e-06 6.933e-06 5.74679e-06 7.56242e-06 2.10363e-05 2.02575e-05 0.000445376 -3.04463e-06 8.06475e-05 0.00111431 -0.000121904 -0.000900167 1.31673e-06 -2.60183e-05 -0.000341444 -0.00114845 1.9862e-06 0.000412488 -9.673e-05
internal_weight=41.804 1.52388 1.01258 40.2801 39.764 0.00230494 39.7617 0.0037574 0.00224541 39.758 39.7566 39.7555 39.7542 39.7524 39.751 38.7502 38.749 2.01359 36.7354 21.5568 1.5365 15.1787 2.08445 20.0203 19.5045 4.52302 1.01006 13.0942 2.53842 10.5558
internal_count=4034 182 87 3852 3785 41 3744 391 303 3353 3273 3262 3104 2860 2568 1871 1674 43 1631 1054 116 577 136 938 773 106 41 441 212 229
is_linear=0
shrinkage=0.1


Tree=781
num_leaves=31
num_cat=0
split_feature=16 13 8 8 4 16 3 20 21 23 6 20 3 17 20 18 7 13 7 16 22 15 20 0 20 18 12 15 15 7
split_gain=2.73282e-05 9.60598e-05 2.67062e-05 3.67121e-05 0.000124408 4.4774e-05 3.57796e-05 0.00015329 7.15858e-05 5.44202e-05 0.000134478 6.18399e-05 0.000106571 8.44974e-05 5.76429e-05 5.31381e-05 8.62817e-05 0.000156554 7.25723e-05 6.87767e-05 0.000142775 6.59911e-05 3.78261e-05 0.000100657 4.08579e-05 0.000107582 3.55067e-05 2.42052e-05 7.49121e-05 3.39487e-05
threshold=12.604970524100002 98.050756475600011 8.8430989333000021 8.7431769115000026 137.02556730370003 22.614947116400003 93.281431752200021 41.942745071500006 14.70115454445 0.10433500000000002 16.465384711100004 40.890797847750008 93.794927255050013 188.41589330430003 41.360869295700006 13.276755824150003 22.589037079550003 117.57433941890001 23.109894804950002 22.644947046300004 -0.079634999999999997 43.401366108000012 43.631818398850008 96.163458868000006 42.686561923500008 13.793345552600002 82.696898122450008 41.800301886400014 39.540459766400012 23.445318439400001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 8 9 15 10 -8 13 -13 -12 -11 16 -6 -18 -17 21 -21 22 24 -24 26 -26 -20 28 29 -28
right_child=1 2 -4 5 6 -7 7 -9 -10 14 11 12 -14 -15 -16 18 17 -19 19 20 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.015277827636503269 -0.028359134850591924 0.033552053746521725 -0.00070497738384328319 0.0008938102415829278 -0.0001462717205863653 3.431539373302394e-05 0.0016369004853982077 -0.0018525821738290945 0.0012039717095330934 -0.00086413616078135117 -3.2079351125247078e-05 -0.00176538751136311 8.6996777655105148e-06 0.0013613029435456422 9.7267082053799819e-06 -0.0011901302522944993 0.0023889172326712563 -9.31482706419457e-05 -0.00082734502663578966 -0.00038150598206898394 0.0019852907445575144 -0.0011494911920246146 0.0016227260326346705 -0.00010262725984906375 6.4117758821900128e-05 -0.0017139259339377711 0.0005957994782390929 0.0007019046346654446 -0.0011986819096689934 1.4613971582202512e-06
leaf_weight=0.0011707701206365986 0.0011943417830185812 0.0011041839937452327 0.52861334074077504 1.0141719406211955 1.0011643614281305 1.5062850194673272 0.51652598422471108 0.5220404304816747 0.51753607041564365 1.5107656991767728 2.9075683652855306 0.51168501107531472 1.0010056061310413 0.5118252965130522 1.5086250812692013 0.51919999430532016 0.51392107634455875 0.50268256865092553 0.50931055238113643 0.5066751740687323 0.51286804445999112 0.51452731927997675 0.51023041593430973 1.0025019290011361 1.004654134841984 0.51459429647570676 1.0106069574219514 0.50452769012053877 0.50795341071199018 19.608108868453201
leaf_count=930 280 22 198 29 31 36 77 480 119 38 221 15 55 29 15 113 38 4 45 21 48 48 121 21 10 104 97 22 36 731
internal_value=5.88044e-08 4.86695e-07 1.29698e-06 1.03428e-05 -1.37099e-05 0.000380156 -1.46664e-05 -0.000189498 3.81456e-05 -8.69708e-05 0.000101744 -5.90293e-05 -0.000591406 0.000176486 -0.000427514 1.75135e-05 0.00051267 0.0011616 -1.91838e-05 3.58048e-06 0.000809081 -2.83906e-05 -5.47525e-06 0.000479318 -3.64715e-05 -0.000538135 -2.04808e-06 1.73837e-05 1.03659e-06 3.05923e-05
internal_weight=41.8036 41.8025 41.8013 41.2727 38.7522 2.52046 38.7511 8.99004 29.7611 8.468 5.44861 4.93208 1.51269 3.41939 3.01939 29.2435 2.01777 1.0166 27.2258 26.7066 1.01954 25.687 25.1725 1.51273 23.6598 1.51925 22.1405 21.6312 21.1267 20.6187
internal_count=4034 3104 2824 2626 2561 65 2539 930 1609 450 397 320 70 250 53 1490 73 42 1417 1304 69 1235 1187 142 1045 114 931 886 864 828
is_linear=0
shrinkage=0.1


Tree=782
num_leaves=31
num_cat=0
split_feature=15 9 16 22 15 19 21 17 7 5 16 23 23 15 17 15 10 21 20 4 20 21 9 10 2 22 4 14 21 20
split_gain=2.8911e-05 2.37322e-05 0.000104012 0.000122439 8.01318e-05 0.000107174 0.00012172 7.17917e-05 0.000249494 6.01792e-05 9.15734e-05 5.57787e-05 0.000105362 0.000447195 8.60614e-05 0.000182263 0.00010533 6.21511e-05 6.04133e-05 0.000187024 0.00017746 0.000102115 0.000225007 5.96867e-05 5.04524e-05 8.29669e-05 4.92992e-05 5.1286e-05 6.60528e-05 4.44315e-05
threshold=14.882823222300003 204.68881850780005 18.344957101500004 -0.046635000000000003 31.385732506450001 14.551174033150001 5.2345280387500006 197.78839148195001 23.9417051038 24.453399453300005 22.534947303500005 0.091935000000000031 0.10249000000000003 35.215351613950006 193.46017548480003 37.491361913600009 62.111448187750007 2.0976681454000006 40.984321400500008 245.19972926210002 41.741384785950011 9.3662909385000024 185.44496129890004 61.977025281250008 71.99970061785001 -0.092710000000000001 157.07313959035005 176.96609813925002 15.039695091900002 40.413896136950008
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -6 -7 9 -9 11 -11 14 13 -13 17 16 -16 -2 21 20 -20 22 -14 -19 -18 -26 -25 -28 -29 -10
right_child=1 2 4 -5 5 6 -8 8 29 10 -12 12 18 -15 15 -17 24 23 19 -21 -22 -23 -24 26 25 -27 27 28 -30 -31
leaf_value=0.016451434692930852 -0.0012915298391603901 -0.001822056946511682 0.0014756415763199336 -9.4096255203332616e-05 7.5221070700007416e-05 7.0679813253220265e-05 0.0022575426109751151 -0.0024519698519417325 -0.00100928775559968 0.00021993321491199202 -0.0016835384152793821 0.0001922860586608731 6.2475640506117031e-05 0.0033417282665395131 -0.0012471342295696883 0.0021128564741703343 -0.00039852551131083926 -0.0012133225172649708 0.0027357882281624306 -0.00010008124915488969 0.00010688209991099171 0.00015052815352711656 -0.0025081969020656083 0.00055570031493591839 -8.5802159496623865e-05 0.0017247676401669387 -0.00071220294137238867 1.5225820419393245e-05 -0.0011677558328351395 -1.7094330706043817e-05
leaf_weight=0.0010681887294471384 0.51270579377062375 0.51514237933280904 0.52706472138753113 2.0103509734980101 7.5418501045759232 0.50709783379716256 0.51098901881140435 0.53014350808533528 0.51779905120237879 0.5021359212855252 0.50887531913340456 3.0160444138027613 0.85861233719108765 0.53008659436002847 0.50501017157876038 0.51388176683585829 0.50262944335776882 0.51323253221942877 0.51856244227383264 3.5100717639679981 0.50862663571373901 2.0069217194758835 0.56424466530651785 1.0063014243638644 0.50196871204138194 0.51046105560730293 1.514097118470964 6.5123799431976561 0.50887396626602655 3.5161770237815664
leaf_count=701 138 308 130 123 295 49 19 120 183 465 79 99 12 82 7 58 11 51 16 38 32 37 63 27 45 123 47 411 56 209
internal_value=6.83988e-08 -3.51988e-07 0.000121137 -0.00044656 0.000278913 0.000205227 0.00116829 -4.70825e-05 -0.000412481 1.79974e-05 -0.000738147 4.90549e-05 0.000209638 0.000663074 -9.20601e-05 0.000431338 3.57937e-06 -0.000217563 7.81364e-06 0.00024723 0.00143405 -0.000308911 -0.000956944 -0.000162801 0.000420476 0.000827076 -0.000106295 -0.000184343 -7.05122e-05 -0.000144452
internal_weight=41.8034 41.8023 11.6125 2.52549 9.087 8.55994 1.01809 30.1898 4.56412 25.6257 1.01101 24.6147 11.5132 3.54613 13.1015 2.53395 2.02007 10.5676 7.96704 4.53726 1.02719 3.42978 1.42286 10.0549 1.51506 1.01243 9.54165 8.53535 7.02125 4.03398
internal_count=4034 3333 924 431 493 363 68 2409 512 1897 544 1353 379 181 974 244 186 730 198 86 48 112 75 592 179 168 541 514 467 392
is_linear=0
shrinkage=0.1


Tree=783
num_leaves=31
num_cat=0
split_feature=15 21 19 13 23 7 7 7 17 8 20 10 20 16 22 21 3 13 22 18 17 20 0 4 21 5 21 23 14 23
split_gain=2.57795e-05 0.000166606 5.16934e-05 2.86666e-05 0.000191607 9.12986e-05 0.000581783 0.000407437 7.28425e-05 0.00021576 6.75794e-05 4.78753e-05 0.000130183 4.28605e-05 0.000117766 0.000194456 5.87038e-05 0.000131908 0.000181707 4.0429e-05 7.2967e-05 2.95681e-05 7.49879e-05 3.15478e-05 8.44412e-05 7.5379e-05 7.39407e-05 0.000104361 4.66216e-05 0.000100393
threshold=46.074827201850006 15.285239689500001 14.651182102100002 117.64961624655002 -0.27628999999999998 22.105125139000005 22.181995028450004 21.147833206800005 188.19076296340003 8.543332867800002 39.664548207900005 61.987779113750001 40.720231579350006 22.654947022900004 -0.078504999999999991 14.412800938450001 93.281431752200021 117.56358558635002 -0.096529999999999991 13.276755824150003 188.01568060980003 43.631818398850008 96.163458868000006 250.05420802265002 8.9626214023500008 22.053438739150003 7.5757413081500014 0.10469000000000002 256.58292080065002 0.083365000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 7 -7 -6 10 -10 -5 12 -8 16 -15 -16 19 18 -18 20 -13 23 -23 24 25 26 27 -21 29 -25
right_child=1 -3 -4 8 5 6 11 -9 9 -11 -12 13 -14 14 15 -17 17 -19 -20 21 -22 22 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.040288642113515821 -0.0018603846910485709 0.00034674315050671066 0.0010092554551786989 0.00017287684701601592 0.016583965704474252 0.064412089023313898 0.00030995020672698994 -0.066905811067878074 0.0024331928468503254 7.122576249660131e-05 -0.0011717611328701126 -0.00015636585654382539 -0.0012954859176635425 -0.00016137991011286109 0.0025984087221464602 -0.00017168672854011872 -2.7399226087016411e-05 2.1846595684122285e-05 -0.0026962273801279611 4.555370990934606e-05 0.0010467031324574454 0.0013988008785190966 -9.0505103952718614e-05 0.00016385632074204597 -0.0012139711656740464 0.0012755164271224919 0.0012172168939764763 -0.0014086407953088388 -0.00011519820955378909 -0.0018297950192299667
leaf_weight=0.0011819156630740171 0.51816876989238991 1.0059992540338667 0.51659421224735425 1.4083652461889333 0.0013483501771251244 0.0014011912575914156 1.0030446173041121 0.0010318012277310204 0.51966400290984927 1.5120216226203025 0.50880159859868879 1.0050969286094251 1.0174215805037503 1.5067173638453826 0.5139684859746001 0.49988495945581235 0.50579447753181683 2.0156451964267035 0.5147280889125776 14.582102805351335 1.011455752034635 0.5100079426560612 1.0029082509312888 0.50088181300358836 0.52441490308575467 0.50693914591102007 0.51292442857155229 0.51079281608652394 7.054526340632866 0.50952131334085493
leaf_count=141 162 20 67 91 482 17 6 101 45 42 81 32 38 32 42 3 24 43 71 560 30 185 403 9 162 13 52 69 977 34
internal_value=8.65265e-08 -0.00040361 1.53624e-05 2.44983e-06 -2.57445e-05 -2.44157e-05 -2.3114e-05 -0.019609 0.000258155 0.000675369 -0.00018398 -2.56353e-05 -0.00049848 2.63973e-06 0.000399323 0.0012326 -2.93379e-05 -0.000447158 -0.00137349 1.55966e-05 0.000447065 -1.75935e-05 0.000411544 -4.38766e-05 3.48058e-05 7.54492e-05 3.64662e-05 -3.66098e-06 -0.000206191 -0.000841493
internal_weight=41.8034 1.52417 40.2792 39.7626 35.8137 35.8126 35.8102 0.00238015 3.94885 2.03169 1.91717 35.8088 2.02047 33.7883 2.52057 1.01385 31.2677 3.03617 1.02052 28.2316 2.01655 26.215 1.51292 24.7021 16.6372 16.1128 15.6058 15.0929 8.06493 1.0104
internal_count=4034 182 3852 3785 3526 3385 2802 583 259 87 172 2785 44 2741 77 45 2664 138 95 2526 62 2464 588 1876 856 694 681 629 1020 43
is_linear=0
shrinkage=0.1


Tree=784
num_leaves=31
num_cat=0
split_feature=9 16 22 4 21 16 17 7 5 2 16 23 23 13 23 2 20 15 5 4 22 0 23 20 23 22 0 4 6 23
split_gain=2.71537e-05 8.10993e-05 9.46925e-05 7.73686e-05 9.31563e-05 8.33952e-05 6.98989e-05 0.000213698 5.32305e-05 0.000170514 7.38957e-05 5.98879e-05 0.000133321 0.00024751 8.78335e-05 6.35889e-05 0.000104776 0.000380827 0.00017302 0.000174526 5.56232e-05 4.77354e-05 0.000109586 4.21024e-05 0.0001151 9.41011e-05 5.1408e-05 4.40062e-05 4.09875e-05 3.65491e-05
threshold=204.68881850780005 18.344957101500004 -0.046635000000000003 178.59129095495004 11.904919354350001 18.794956049200003 197.78839148195001 23.9417051038 24.453399453300005 41.467794892200004 22.534947303500005 0.09013000000000003 0.088145000000000015 104.59984048135001 0.086555000000000021 173.34516805710004 41.092444989200011 38.884669609800007 20.911722254300006 244.52697497700004 -0.058374999999999996 94.940210418650011 0.099465000000000012 40.636252116050009 -0.10565499999999999 -0.074349999999999986 86.135510041400025 240.27283890470002 16.475384944750001 0.10220000000000003
decision_type=2 2 2 2 2 2 2 2 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 8 -8 9 -1 -10 12 14 -14 23 16 20 18 19 -18 29 22 -9 24 -11 26 -25 -28 -22 -13
right_child=1 3 -4 4 -6 -7 7 21 10 11 -12 15 13 -15 -16 -17 17 -19 -20 -21 28 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.035792939375320812 -0.0015789238232476457 0.001459837823859564 -6.0837222419102864e-05 0.0013507639614016242 0.0015095456703066161 3.1313295328549291e-05 -0.0022970686937285926 -0.0017716275251910927 0.00016432872952031128 0.0015609447326240698 -0.0015453826503647895 0.00014343819229603396 -7.7595861303447798e-05 -0.0027698355508978473 0.0012749581729844582 -0.0001141072974874757 0.0022244478791416107 0.0032997318214267701 -0.0013339885673638028 -0.00039839766086073179 0.00019595215324699259 3.8520459517507274e-05 0.00029661530053042202 -0.001061496604125655 -2.2584458359473944e-05 -0.0015602105971472494 0.0008759560061138514 -0.00012942524799855389 0.00096512049497984279 -0.00052666713635362487
leaf_weight=0.0013341320977841012 0.51639521100962982 0.51501011949015563 2.0110346839460274 0.51146969033240175 0.5092876166879553 7.5506136095625491 0.53058718458389531 0.51948337480131346 0.50194823768596231 0.51093835902233031 0.5092966118402189 2.0112186083747963 0.99965820154107055 0.5186479376597205 0.51895477663862521 4.522893385510268 0.51298769555310841 0.52366311428599477 0.50757398997839676 0.50191943602314482 2.0164222336581465 3.0086512807549664 0.50544247991808788 0.50628244712473591 4.5163380906337043 0.51098749678633026 0.50920961658952535 3.0020845492262587 1.055422120982257 1.3672644261926752
leaf_count=21 414 97 201 85 29 282 125 132 482 133 79 49 49 44 77 109 58 49 27 24 73 392 27 125 155 170 234 214 18 60
internal_value=9.63303e-08 0.000130038 -0.000371007 0.000269407 0.00019788 0.000115021 -4.98924e-05 -0.000410439 1.43257e-05 4.35394e-05 -0.000696739 4.16016e-05 -0.000123704 -0.000997255 7.94335e-06 0.000188798 0.000350042 0.000973539 0.000173436 0.000927327 0.00015226 -0.000162266 -0.000751673 -6.08652e-05 0.000138355 -0.000282024 -0.000119454 1.63756e-05 0.000460222 -0.000127752
internal_weight=41.803 11.6138 2.52743 9.08638 8.57137 8.06208 30.1892 4.56416 25.625 24.6138 1.01124 24.6125 11.5931 1.51831 10.0748 13.0194 8.49647 2.04614 1.52248 1.01491 6.45033 4.03358 1.02493 9.55584 5.02728 4.52856 4.01758 3.51129 3.07184 3.37848
internal_count=4034 1108 615 493 396 367 2926 676 2250 1689 561 1668 1201 93 1108 467 358 158 109 82 200 551 159 1031 288 743 573 448 91 109
is_linear=0
shrinkage=0.1


Tree=785
num_leaves=31
num_cat=0
split_feature=23 8 8 14 16 19 2 22 4 23 7 10 9 3 13 18 19 22 15 5 2 4 21 20 20 23 8 7 7 4
split_gain=3.77021e-05 3.3446e-05 5.30201e-05 8.76399e-05 5.77339e-05 4.33447e-05 0.000135012 0.000197268 0.000148042 0.00017754 0.000173177 7.14302e-05 0.0003722 0.000870217 0.00014862 7.00215e-05 0.000143434 0.000762944 0.000136427 5.34739e-05 0.000107279 0.000163003 4.53365e-05 0.000142473 4.60375e-05 4.32922e-05 4.27666e-05 3.40888e-05 5.01633e-05 5.61042e-05
threshold=-0.50325999999999993 8.8430989333000021 8.7431769115000026 137.67556691715004 22.614947116400003 14.451165964200003 219.24808729375005 -0.013805 224.82737758030004 0.10932000000000001 23.032902590750002 61.987779113750001 183.49441567960005 93.281431752200021 117.62810858150002 13.552878921100001 14.351157895250003 -0.086719999999999992 39.883592142850006 21.788492303450003 83.777728670400009 267.94697827110002 4.797392351550001 38.121007182500009 40.467253020850002 0.08729000000000002 8.4434108459500017 24.024273989350004 24.175586727800006 162.53166217615004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 11 7 8 10 -10 -7 14 13 -13 -5 16 19 -18 27 20 -14 -22 23 -16 -24 -21 -26 -17 -29 -30
right_child=1 -3 4 5 -6 6 -8 -9 9 -11 -12 12 15 -15 22 18 17 -19 -20 25 21 -23 24 -25 26 -27 -28 28 29 -31
leaf_value=0.017337455586832688 0.028367270436731609 -0.00079107485795539771 0.0010369287738391491 -0.002052668659393578 6.1246485969714424e-05 0.0019824605178569567 0.0017723431040549355 0.0018412093862915904 -0.00237292171283989 -0.00022627139477322854 -5.3701642308315659e-05 0.01690547095219171 0.00012738721902149947 -0.086223336217172319 0.00011540993991682577 -0.00026131895833604867 6.2108133606359492e-05 0.0042564519546737277 -0.0017033581535471816 -9.7127334056449705e-05 -0.0024580810377323966 7.9541387458158144e-05 0.0009034295305316636 -0.0019968460961410912 -0.00095185774836058657 0.0007496830322323482 0.00017687705191303047 0.00099564023084388036 0.0010177543535850079 -5.2686476628087262e-05
leaf_weight=0.0012542603093653728 0.0010875945224658725 0.52824528537946136 1.0151309807977136 0.51261073969939719 1.5065390499464681 0.52783769279631121 0.51952368238901403 0.5658779808507014 0.51819403906524142 1.502074724495017 2.0018404748061585 0.001666599706474421 1.5020157001863501 0.0016073330119462693 0.8590190555126187 6.0398384936637575 2.5054185214537488 0.52445581665324414 0.51880966770686754 1.5009942474030995 0.51236215934113694 0.50029972095944686 0.50441210346252807 0.50827551221913625 0.50400168766631281 1.0099308508446787 1.005089115654705 0.50978787215853927 0.50793766795302531 13.586429152446504
leaf_count=134 20 200 29 326 36 85 103 44 61 17 22 896 21 129 29 134 35 91 107 22 39 3 10 27 45 37 19 62 61 1190
internal_value=1.10283e-07 -4.09929e-07 9.70962e-06 -1.9203e-05 0.00045402 -1.99997e-05 0.000236379 8.03985e-05 -0.000138594 -0.000776882 0.00037116 -6.36291e-05 -1.00195e-05 -0.0337255 -0.00046599 -6.24165e-06 0.000244675 0.000788128 -0.000101751 -8.29662e-05 -0.000408917 -0.00120438 -0.000225411 -0.000669796 7.63545e-05 0.000243472 -0.000200094 -6.15009e-05 2.11378e-05 -1.41096e-05
internal_weight=41.8026 41.8013 41.2731 38.7514 2.52167 38.7503 5.63535 5.11582 4.54995 2.02027 2.52968 33.115 29.2216 0.00327393 3.89341 29.2183 8.05548 3.02987 21.1628 5.0256 2.51468 1.01266 3.3808 1.36729 2.0135 2.51093 1.50909 20.644 14.6042 14.0944
internal_count=4034 3900 3700 3635 65 3615 332 229 185 78 107 3283 2827 1025 456 1802 248 126 1554 122 63 42 130 56 74 59 64 1447 1313 1251
is_linear=0
shrinkage=0.1


Tree=786
num_leaves=31
num_cat=0
split_feature=23 8 19 4 23 19 9 6 2 20 8 20 23 22 22 10 10 22 13 7 5 6 18 9 16 23 16 7 21 23
split_gain=3.0636e-05 2.70781e-05 4.30695e-05 7.27642e-05 0.000186282 9.79201e-05 0.000149143 0.000137691 9.80049e-05 0.000248492 8.21667e-05 0.000126846 7.70429e-05 7.19672e-05 0.000470288 0.000215263 0.000593275 0.000351898 0.000134516 9.7338e-05 4.81641e-05 7.15418e-05 0.000147647 4.68276e-05 4.13014e-05 6.11833e-05 0.000341155 6.8408e-05 5.54801e-05 2.99979e-05
threshold=-0.50325999999999993 8.8430989333000021 14.351157895250003 244.52697497700004 0.10661000000000002 14.551174033150001 193.42660545270004 16.285380505300001 199.66651340635002 40.750688432250008 8.3434888241000014 41.685324604100011 0.088555000000000023 -0.14429 -0.15076499999999998 62.084563606450011 67.074341896550024 -0.58559499999999998 104.08096806215002 22.381996090050006 20.872540794500004 16.485385178400005 13.4793103924 185.90443620030001 22.594947163200004 0.11148000000000002 22.644947046300004 23.314707969200004 11.507908610950002 0.12746000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 4 10 7 -7 -5 12 -10 11 -4 -9 14 15 -2 -17 18 -18 -15 -12 22 -22 -13 28 26 -26 -28 29 -21
right_child=1 -3 3 5 -6 6 -8 8 9 -11 20 23 -14 19 -16 16 17 -19 -20 24 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.015650913563984261 -0.039984398849525607 -0.00071160375584647688 0.0021579124322307539 -0.0018019317658387259 0.0021998215042112095 -0.00041237632142786306 0.002002160848507446 -0.00010213123758938702 -2.7182933857439435e-05 -0.0024887143862220612 -0.00057996052397372337 -0.00045675674434367985 0.0010257640873329967 0.024741101618086313 0.073180759066838005 0.074178567852574109 -0.0083782959488177995 -0.042973821143380692 0.041218749187811307 -8.6517437842769841e-06 0.0021127256581651445 -5.8085218979228932e-05 -0.00030288116065478013 0.00090397596587798589 -0.0029499138577953579 2.1792927603920742e-05 -0.00055893825700604419 0.00050559749570823519 0.0010207796789028878 -0.00078893550285696478
leaf_weight=0.001250679328122283 0.0011242813362357662 0.52850568942365939 0.51182460521158546 0.51795583148503954 0.5203689010495508 0.50324665657873502 0.52032300281627819 1.5061424537510464 2.0055353092333239 0.5155322814212483 1.0125095777766544 0.50401981178111988 1.0128906870142058 0.001581720272677666 0.0010106078285192169 0.0010775837351316014 0.0010616067923346767 0.0017508041628042691 0.0011277599712116171 20.638319991796831 0.51152436371501175 2.9126065535315107 0.500711891316314 0.50760917948622364 0.51867688663804568 3.006093893690208 1.5095456173557087 1.0059005212151531 0.51744766618904847 0.50475293888250661
leaf_count=134 238 200 41 80 45 21 58 24 31 95 27 34 28 223 74 96 162 517 28 1341 40 42 6 66 44 24 34 32 207 42
internal_value=1.12225e-07 -3.56047e-07 8.75172e-06 0.000154766 0.000379664 -8.37854e-05 0.000815033 -0.000249311 -8.97534e-05 -0.000530541 0.000233064 0.000875067 0.00035139 -6.2717e-05 0.00996675 -0.000434455 0.00842713 -0.009555 0.0171695 -6.53066e-05 3.49701e-05 0.000193606 0.000917824 0.000226024 -6.6723e-05 -0.000297953 -0.000614746 -0.000133242 -2.24255e-06 -2.72796e-05
internal_weight=41.802 41.8008 41.2723 13.5628 6.98117 6.58163 1.02357 5.55806 5.0401 2.52107 6.46081 1.52345 2.51903 27.7095 0.00715264 0.00614204 0.00501775 0.00394017 0.00218937 27.7023 4.93735 3.92484 1.01224 1.01163 27.7007 6.04022 3.03412 2.51545 21.6605 21.1431
internal_count=4034 3900 3700 638 301 337 79 258 178 126 256 141 52 3062 1115 1041 803 707 190 1947 115 88 46 100 1724 134 110 66 1590 1383
is_linear=0
shrinkage=0.1


Tree=787
num_leaves=31
num_cat=0
split_feature=5 23 16 18 23 15 22 15 19 8 14 15 23 21 17 13 7 22 4 8 4 3 5 3 12 0 9 12 21 6
split_gain=3.17572e-05 0.000196701 6.9216e-05 8.3481e-05 7.2263e-05 3.99953e-05 0.000171176 4.86607e-05 4.8562e-05 4.74858e-05 0.000359633 7.73421e-05 0.000134589 7.33949e-05 0.000139306 0.000310765 8.7679e-05 5.13447e-05 0.000178514 0.000103671 0.000165698 0.000161801 0.000153142 8.75577e-05 0.000282828 4.99954e-05 0.000115849 4.31632e-05 4.06142e-05 3.28438e-05
threshold=23.730745871350006 0.11082500000000002 22.654947022900004 13.222029912150001 0.096010000000000026 41.492094664050008 -0.06828999999999999 42.246988155050012 14.651182102100002 8.543332867800002 143.06733454090002 39.883592142850006 -0.25095999999999996 10.109275982950003 183.92349703790003 117.68725466035001 23.150522195450005 -0.10051499999999999 190.48163336430002 8.4434108459500017 169.14490639835003 93.181958801350021 21.500664456800006 93.023339771650015 100.25158460885001 88.606203063300015 217.73656073310005 82.696898122450008 4.0847671134500008 16.415383542800004
decision_type=2 2 2 2 2 2 2 2 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 29 8 7 -7 9 10 -1 17 -13 16 -15 -16 -11 18 -12 22 -21 -22 23 27 -25 -18 -27 -19 -20 -5
right_child=1 -3 -4 4 -6 6 -8 -9 -10 13 11 12 -14 14 15 -17 25 19 28 20 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.054609002653697052 -0.00099277835780423518 -0.0021078330662702817 -0.001081420714233005 -0.00055441822586951514 0.0014766250314549093 0.00059933186737775614 0.0019386088977690924 -0.00026254347152119357 0.00096420758221054986 -0.0012182223461924917 0.0020246771280698866 0.00022820140774250337 -0.002069377455177877 -0.00012615027125711787 0.0032290580578107422 -0.00025013581339895606 -7.5934419992558908e-06 -0.00092729048682435036 0.00018726717720277426 0.00012454235032638975 -0.0029287708287370645 -0.0004072865752820912 0.001669385257360643 0.00016561455298113421 -0.0027167414685785101 0.0018207471022392543 -0.00030852756623210066 8.008027769544768e-06 -0.00081350472834456277 0.00037806010834477585
leaf_weight=0.0012021507964153902 0.50632632321101567 0.50721976466414442 0.50878829656544855 0.50382738735907473 0.51065023087503414 1.0093671351387463 0.56878030736834162 1.8662671925221728 0.51038260634373855 0.52373269606985484 0.51739070870885751 0.50107818280230276 0.51907397308093439 1.0010447897492443 0.52613258533165186 0.50137806541897589 4.5105156180806389 0.50807626609203538 2.0070893986920102 1.0019339875943836 0.51669405662403256 0.50148736453411402 0.51273827564126406 1.0058398807118454 0.51459470192208545 0.51630930521957885 0.50588739413069561 17.10055967110906 0.50819197250745185 1.5091506000698065
leaf_count=12 506 39 112 58 21 19 74 61 34 86 156 5 82 13 51 4 42 44 368 11 57 4 50 49 24 66 37 1232 640 77
internal_value=1.27038e-07 -0.000266132 -2.15516e-06 0.000179075 0.000414188 2.86598e-05 0.000353503 3.99806e-05 -3.95032e-06 -1.85692e-05 -8.50285e-05 -8.75854e-05 -0.000940853 0.000192818 0.000713423 0.00153137 1.84457e-05 -5.23363e-05 0.000333038 -0.000106289 -0.000788442 -0.00168686 -3.61308e-05 -8.18457e-05 -0.000809926 0.00013551 0.000766964 -1.89789e-05 -1.49306e-05 0.000144671
internal_weight=41.8017 4.04596 3.53874 3.02995 2.52363 37.7557 3.44441 2.87563 34.3113 33.801 25.716 25.7147 1.02015 8.085 2.02856 1.02751 6.05645 24.6946 3.03267 21.6619 2.02012 1.01818 19.6418 19.1291 1.52043 5.53271 1.0222 17.6086 2.51528 2.01298
internal_count=4034 813 774 662 156 3221 154 80 3067 3033 2734 2722 87 299 68 55 231 2635 1164 1471 72 61 1399 1349 73 145 103 1276 1008 135
is_linear=0
shrinkage=0.1


Tree=788
num_leaves=31
num_cat=0
split_feature=15 5 23 2 2 23 8 19 15 22 2 16 18 7 19 23 3 2 21 4 0 18 6 13 21 23 12 2 20 0
split_gain=2.64155e-05 2.56075e-05 0.000159084 7.08255e-05 9.07288e-05 4.77068e-05 0.000335511 3.91792e-05 3.83068e-05 0.000136015 0.000259401 4.72292e-05 5.80356e-05 0.0001219 5.42897e-05 0.000319157 5.43618e-05 0.000106722 4.90215e-05 0.000103418 4.70762e-05 0.000303152 0.000199698 8.49292e-05 5.84612e-05 3.99476e-05 4.11161e-05 3.79848e-05 3.12704e-05 2.70088e-05
threshold=14.882823222300003 23.730745871350006 0.11082500000000002 229.44804549725004 199.66651340635002 0.13041500000000003 8.4434108459500017 14.451165964200003 41.800301886400014 -0.081354999999999997 111.23922738415001 22.684946952700002 13.455547561900003 23.397000037200005 14.351157895250003 0.091935000000000031 93.281431752200021 81.787075821300007 5.0536544109500001 227.97173202615002 93.399723909900004 13.975517741000003 14.745344522600002 108.08408221840001 1.9176293050000004 0.098545000000000021 190.69347001700001 201.70502722175004 39.952536079750011 96.959242474650011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 8 -7 -5 11 27 -11 12 14 -14 18 16 -16 -18 28 -20 21 -15 23 24 -22 26 29 -10 -2 -26
right_child=1 2 -4 7 -6 6 -8 -9 9 10 -12 -13 13 20 15 -17 17 -19 19 -21 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.015708685914013129 6.8340239904318633e-05 3.448903832776118e-05 -0.0018943305761612375 0.00013086775897242804 -0.0015982132993687807 -0.00014043938126091738 0.0027151834835279012 0.0011457763489837497 -0.001115168373597182 -4.8605496697011259e-05 0.002767355698152469 -0.00094736699785547972 -0.0016147245397926749 -9.1092155413307238e-05 0.00052706604530824899 0.0027697206231729219 0.00086341151510549604 -0.00091210547584148326 -0.0015281724194085378 -1.1452937258652725e-05 -0.0010447216777004912 -0.0025631735588685909 0.0019332408892508751 -0.0013043956199300911 0.00018186803289232473 -0.00082749238597277586 0.00095855479188515632 0.00011334103766995888 0.00078812928713265288 -0.00011197596012588259
leaf_weight=0.0010704739793102594 1.5048224349402026 1.0079628840966539 0.5079074333923862 1.5082473507782252 0.51387030134968004 2.0054655982521719 0.51763579649940528 0.50864039720933707 0.50540569190025075 0.85924233884725143 0.52823777886032985 0.55519487570693726 0.52396566429834734 6.0214818293638936 1.5078026272858558 0.52607362789058232 0.50792920192179725 1.0150947323709258 0.51571952348629668 3.5042051019596743 0.5132028447068081 0.54059672164912331 0.52975677144563427 0.51513164184227456 6.5135567578779794 0.50787006976159155 0.50788886247968257 0.501339290817441 1.0077640458600359 6.0181590517719927
leaf_count=701 53 503 39 126 89 68 36 38 26 7 89 66 249 106 26 53 47 35 103 43 253 184 132 224 62 106 257 15 27 271
internal_value=1.41415e-07 -2.6087e-07 -0.000239332 -1.79206e-06 -0.000516818 2.5364e-05 0.000445416 0.000386818 -4.71887e-06 0.000381446 0.00102348 -3.28758e-05 -1.71476e-05 -0.000107557 0.000181707 0.000496069 0.000101421 -0.00031997 1.05391e-05 -0.000206034 -7.11104e-05 -0.000294747 2.60405e-05 -4.32765e-05 2.92626e-06 4.26131e-05 7.65022e-05 -0.000503395 0.000357038 4.07541e-05
internal_weight=41.8012 41.8002 4.04663 3.53872 1.52183 37.7535 2.5231 2.01689 35.2304 2.39423 1.38748 32.8362 32.281 22.1916 10.0894 3.5569 3.03083 1.52302 6.53251 4.01992 21.6676 6.56208 15.1056 14.5758 14.0607 13.5475 13.0396 1.00674 2.51259 12.5317
internal_count=4034 3333 795 756 592 2538 104 164 2434 137 96 2297 2231 1844 387 161 108 82 226 146 1595 290 1305 1173 949 696 590 41 80 333
is_linear=0
shrinkage=0.1


Tree=789
num_leaves=31
num_cat=0
split_feature=15 21 19 8 19 23 0 8 21 21 16 17 23 8 3 2 23 15 22 20 6 6 5 23 0 7 0 23 10 9
split_gain=3.02183e-05 0.000213956 5.57768e-05 3.04898e-05 4.30107e-05 6.66196e-05 0.000107796 8.66407e-05 0.000216571 4.50889e-05 4.12636e-05 5.35252e-05 0.000148329 0.000328242 3.56707e-05 3.31464e-05 6.51846e-05 4.75127e-05 0.000190665 0.0002847 6.88742e-05 0.000115115 4.7549e-05 9.18796e-05 4.05255e-05 0.000183774 0.00013147 4.99512e-05 8.38089e-05 3.20413e-05
threshold=46.074827201850006 15.285239689500001 14.651182102100002 8.8430989333000021 14.351157895250003 0.13041500000000003 88.872360418250011 8.3434888241000014 7.8739362195500009 14.169342482300001 22.584947186600004 189.95176274255002 0.094175000000000023 8.6432548896500023 93.181958801350021 196.01988179970002 0.092465000000000033 36.207782793200003 -0.087234999999999993 40.280372415600006 16.235379337050002 16.535386346650004 18.946524085150003 0.11660000000000002 94.047642319350018 23.822419043000004 94.625660817400004 0.10932000000000001 71.658163008950012 200.84017322135003
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 6 7 8 -6 15 14 -12 13 -13 -9 17 29 20 -19 -20 22 -22 24 -24 25 -1 -26 28 -28 -17
right_child=1 -3 -4 -5 5 -7 -8 10 -10 -11 11 12 -14 -15 -16 16 -18 18 19 -21 21 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=-0.00075414252544843971 -0.0020899789950148771 0.0004125163476695902 0.0010489768677067006 -0.00075529905777264937 0.0024884944856649067 0.00079109541146715897 -0.0013234842152153696 0.00079894796072045452 0.00012974349602815763 -0.00098259752585325047 0.00020210684471216016 -0.0031685350301931419 0.00027245787853894047 -6.8349101882862219e-05 3.1589462855208037e-05 -0.00061309110727993891 0.0013375703851817916 -4.3597390719577294e-05 0.00014554755812237717 -0.0031768417966012517 0.0018594979429817913 0.00012095419357968462 -0.0016675561003126902 0.0002391770293079825 -0.0016403642584475468 0.0019189428101016267 0.0012793445260404425 -0.00098004822145849354 -1.4677515707618132e-05 0.00051161549821815064
leaf_weight=0.51061281179214535 0.51722959764661069 1.0064202594324738 0.51670448000676472 0.52289359504903998 0.52402020080972667 1.5136951021377161 0.5190956498872773 1.0131300359371382 1.513611649820177 0.51547478233494359 2.4120952909197513 0.51864857687712662 1.5103397365885483 1.0000149575071757 1.5066544729756968 0.50520833559854206 0.50934980871279978 4.5051594716989314 0.50526734257800743 0.52686938746654732 0.50999255817618228 1.5040954840244929 0.50959769912044339 0.50134850421272859 0.50654018283555302 0.51821353827190819 0.51899589997005158 0.50517190193909023 14.046599668858159 0.50798978600321243
leaf_count=100 162 20 67 154 143 25 84 38 51 289 36 44 24 20 22 431 115 63 23 39 48 345 206 7 59 52 169 89 880 229
internal_value=1.49679e-07 -0.000436999 1.66866e-05 3.27157e-06 1.33805e-05 0.000170821 8.15507e-05 0.000154496 0.000736346 -5.6243e-05 5.56863e-06 -0.000149363 -0.000429251 -0.00112711 0.000340121 -3.83526e-05 0.000414731 -6.57616e-05 -0.000324464 -0.00155041 7.20968e-06 0.000561175 -5.61229e-05 -0.000721969 -1.55876e-05 0.000592274 -5.57348e-05 -2.47416e-06 3.14306e-05 -4.9194e-05
internal_weight=41.801 1.52365 40.2774 39.7607 39.2378 12.0313 10.5176 9.99851 2.03763 27.2065 7.96088 5.4411 3.029 1.51866 2.51978 26.691 1.52255 25.1685 5.5373 1.03214 19.6312 2.01409 17.6171 1.01095 16.6061 1.02883 15.5773 15.0708 14.5656 1.0132
internal_count=4034 182 3852 3785 3631 487 462 378 194 3144 184 124 88 64 60 2855 775 2080 125 62 1955 393 1562 213 1349 152 1197 1138 1049 660
is_linear=0
shrinkage=0.1


Tree=790
num_leaves=31
num_cat=0
split_feature=5 23 17 18 18 15 22 15 18 7 4 7 18 3 18 13 13 18 9 6 16 7 20 22 3 20 17 5 5 15
split_gain=2.52779e-05 0.000138031 6.61161e-05 5.43367e-05 5.85796e-05 3.33414e-05 0.000150123 5.81671e-05 3.59556e-05 0.0013936 0.000428865 0.000304357 9.27991e-05 0.000306927 0.000101019 0.000263311 8.54386e-05 8.0284e-05 0.000176512 6.50796e-05 0.00012517 3.3675e-05 0.000162542 8.24268e-05 4.083e-05 0.000498251 3.27013e-05 2.87818e-05 3.06569e-05 2.74179e-05
threshold=23.730745871350006 0.11082500000000002 199.03437346465003 13.3584252364 13.314799198000001 41.492094664050008 -0.06828999999999999 42.246988155050012 13.314799198000001 22.620600126450004 168.01744813895002 23.150522195450005 13.192618516750001 92.913112988300014 13.077716774800001 117.62810858150002 117.64961624655002 12.971888692100002 200.52256857420005 16.525386113000007 22.654947022900004 23.445318439400001 33.41579758040001 -0.086139999999999994 93.090551224900011 34.654301448200009 188.95754880325003 21.955793948900006 21.566902724800006 20.729785921300003
decision_type=2 2 2 2 2 2 2 2 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 26 8 7 -7 12 10 -10 -11 14 -14 16 -16 17 -1 -19 20 21 23 -23 -13 25 -24 -2 28 29 -27
right_child=1 -3 -4 -5 -6 6 -8 -9 9 11 -12 19 13 -15 15 -17 -18 18 -20 -21 -22 22 24 -25 -26 27 -28 -29 -30 -31
leaf_value=6.4025043171880253e-05 -1.211287695615453e-05 -0.0017783835566605182 0.0010329484579792976 -0.0011361120014863656 0.00095993708371753953 0.00064015602472338264 0.0018075729874896054 -0.00030211950786890286 0.099984715837910812 -0.0024547857939647942 0.024432507691390416 -8.1893674266723086e-05 4.2447707952123894e-05 0.0028554364740996695 -0.0025042985419250559 0.00070402823073235498 -0.0010175967447377007 0.0024193427020033466 -0.00021853378354764233 -0.000653481178028176 0.0015751673799341758 0.035981457597496325 -0.066239302802370822 0.0014767750060983515 -0.00066698738903285949 0.00040007392396152077 -0.00094295466667494894 0.00073096346488424563 -0.00079979468789247122 -4.1802495124522555e-05
leaf_weight=2.5079020887084549 1.507346249633341 0.50824698382934208 0.5136474232492344 0.50928059539051185 0.50457083664378277 1.0096360263851245 0.56818900326902522 1.8657413501537119 0.0017416316654814742 0.52224090214683272 0.0013213287932628487 1.0019471220178373 1.5028156019700278 0.52282370002797396 0.51798072883299517 0.50539917941205204 0.50961404990897552 0.51426094144869317 0.50059469995176187 1.5161680039254708 0.50783292670825986 0.0012525713282788278 0.0011360149025837476 0.51299271098129073 1.002261332629131 1.5123781281172721 0.50346809521394131 0.51069385762271835 0.50342754060693451 19.633812107644403
leaf_count=139 553 39 61 105 18 19 74 61 9 90 185 39 29 64 49 8 57 38 4 44 34 127 55 95 10 897 37 37 16 1041
internal_value=1.58565e-07 -0.000237371 -1.60184e-05 -0.000194153 -3.43869e-06 2.56174e-05 0.00032225 2.87433e-05 -4.15401e-06 -5.63589e-05 0.0673923 -6.39469e-05 0.000196583 0.000768489 -3.25569e-05 -0.000919857 0.000192632 0.000367708 0.00111817 -1.71899e-05 2.11114e-05 -1.0866e-05 -4.0738e-05 0.000445907 -4.26859e-05 -1.44516e-05 -0.000245177 -1.10567e-05 -2.85602e-05 -1.01994e-05
internal_weight=41.8007 4.04656 3.53831 3.02467 2.51539 37.7542 3.44357 2.87538 34.3106 27.2292 0.00306296 27.2261 7.08139 2.02564 5.05575 1.02338 4.03237 3.52276 1.01486 26.7039 25.1877 24.6799 23.165 1.51494 23.1637 22.1614 2.01081 22.1603 21.6496 21.1462
internal_count=4034 813 774 713 608 3221 154 80 3067 2679 194 2485 388 93 295 57 238 181 42 2395 2351 2317 2183 134 2056 2046 590 1991 1954 1938
is_linear=0
shrinkage=0.1


Tree=791
num_leaves=31
num_cat=0
split_feature=8 15 21 19 22 9 23 21 21 22 4 7 22 21 22 20 21 8 4 4 5 23 20 20 23 20 23 18 18 18
split_gain=4.74073e-05 3.45916e-05 0.000182181 5.73816e-05 9.1609e-05 0.000287683 0.000179424 0.000360492 8.40705e-05 0.000244164 9.41604e-05 0.0001691 8.74192e-05 6.86899e-05 6.11277e-05 7.1173e-05 4.21183e-05 3.37185e-05 0.000100272 0.00589259 0.000846557 9.42596e-05 0.00345208 0.000701263 0.000650716 0.000623133 0.000284482 5.47609e-05 0.000155304 9.77586e-05
threshold=8.8430989333000021 46.074827201850006 15.285239689500001 14.351157895250003 -0.078649999999999984 200.95377551580003 0.088435000000000027 14.946136646400001 5.4349223666500004 -0.11572 193.73972847335003 23.296055099200004 -0.091639999999999985 15.039695091900002 -0.023719999999999998 39.420767558750008 14.169342482300001 8.3434888241000014 262.75803037610007 284.07887079910006 15.363313533450002 0.096010000000000026 42.660927378600007 39.952536079750011 0.085495000000000029 37.198331469900005 0.087905000000000025 14.738651916450001 15.170421401500002 14.420596409350003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 16 8 6 7 -6 9 -5 11 -10 13 -12 -8 -16 17 18 27 20 -20 22 23 25 -24 -21 -25 29 -29 -1
right_child=-2 2 -4 4 5 -7 14 -9 10 -11 12 -13 -14 -15 15 -17 -18 -19 19 21 -22 -23 24 26 -26 -27 -28 28 -30 -31
leaf_value=-0.000132067855284868 -0.00094175212700579154 -0.0019815342735658532 0.00032855332653582988 5.8060965533596241e-05 0.003313560100782749 0.0027267464423989924 0.00020740606847843504 -0.0004381867903425088 0.0023045318345343599 -0.0024594091272771338 -0.0016604881086463457 -0.00027210095778396293 0.00025868121616372811 -1.0873613337398803e-05 0.00013029712231239847 -0.0015105875278970974 -0.00094667647086131882 8.9469010432709431e-05 -0.021674469226409369 0.065023852828992409 -0.097452128708306551 -0.00028590220637505527 -0.0055143572099195359 0.026948841179048902 -0.10018979541514872 -0.03948411618316082 0.086315547437869025 0.0017485718393451895 -3.5547391617558684e-05 -0.0012182768082826688
leaf_weight=4.5350819258854491 0.5275817859465225 0.51680339541940767 1.0057782934440949 1.5022398518461844 0.52053233798372189 0.52465953837599943 3.3726446071086684 0.50417360260780697 0.51670657081103832 0.5181382965092779 0.5093236562756116 0.50231779979367275 2.513345880728139 0.50044424547741073 0.54630786292182143 0.51214559666192372 0.51556936067224057 12.079409904603507 0.0018587525241565567 0.0010007339979224428 0.0071269761439579776 0.50239175230183675 0.0010334941518802335 0.001044797192445282 0.0024397214127564806 0.0013271817144260012 0.0035490993106392921 0.51950138656566736 8.0219370474157525 1.0137890674957963
leaf_count=660 201 147 18 32 102 69 41 14 53 76 39 8 33 9 16 32 289 412 144 111 77 94 241 171 46 101 73 109 540 76
internal_value=1.79724e-07 1.22203e-05 -0.00045555 3.01377e-05 0.000207091 0.000490189 0.000275109 0.00146763 -5.0898e-05 -0.00058756 0.000187813 0.00103441 -5.70553e-05 -0.000842934 -6.66076e-07 -0.000663665 -5.14411e-05 -3.41488e-05 -0.00013634 -0.00149764 -0.0817771 -9.08792e-05 0.00933458 0.0501556 -0.0720181 0.0054422 0.0728137 -8.59305e-05 7.29651e-05 -0.00033052
internal_weight=41.8002 41.2726 1.52258 39.75 12.543 5.98046 5.4558 1.02471 6.56252 2.02038 4.54214 1.01902 3.52311 1.00977 4.4311 1.05845 27.2071 26.6915 14.6121 0.521773 0.00898573 0.512787 0.010395 0.00692181 0.00347322 0.00232792 0.0045939 14.0903 8.54144 5.54887
internal_count=4034 3833 165 3668 524 274 205 116 250 108 142 61 81 48 89 48 3144 2855 2443 1058 221 837 743 456 287 212 244 1385 649 736
is_linear=0
shrinkage=0.1


Tree=792
num_leaves=31
num_cat=0
split_feature=8 14 13 22 8 5 2 20 13 15 0 18 17 13 17 20 21 18 22 19 0 20 20 9 10 12 21 17 21 2
split_gain=3.83704e-05 3.43188e-05 7.50417e-05 0.000228827 3.44228e-05 0.000141167 4.31086e-05 0.000139069 2.54247e-05 9.62984e-05 9.42937e-05 7.44331e-05 0.000160445 0.000147285 0.00025388 7.4171e-05 7.35033e-05 6.9183e-05 9.53646e-05 0.000234972 0.000726801 3.0805e-05 6.11536e-05 0.000173984 8.22337e-05 9.52726e-05 5.56964e-05 9.03763e-05 5.19709e-05 6.93187e-05
threshold=8.8430989333000021 143.06733454090002 98.050756475600011 -0.13509999999999997 8.7431769115000026 13.154029769200003 74.580378076100018 41.32819714970001 117.60660091645001 46.435439118750004 85.812895065800021 13.565177112500001 191.46721301340003 117.62810858150002 188.19076296340003 40.098777110850008 14.894616075700002 13.4793103924 -0.084275000000000003 14.351157895250003 85.995710218650018 40.280372415600006 38.478081868400004 199.89081775665002 69.999384342500022 95.360362796200008 3.2025200283000004 197.20536406400001 12.957322271500002 137.02423825130003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -6 -8 9 10 -7 12 13 -10 15 -15 17 18 -12 -20 -21 22 24 -24 -19 -26 27 -23 29 -28
right_child=-2 2 4 -5 6 8 7 -9 11 -11 16 -13 -14 14 -16 -17 -18 21 19 20 -22 26 23 -25 25 -27 28 -29 -30 -31
leaf_value=-0.012781953928910844 -0.00084705554337502628 0.01663941943402605 0.028183512570417409 -0.047059986656952713 -0.00013854668203687305 0.0013880698806639944 0.0020512560679285222 2.5446827380901849e-05 -0.0017772040580733752 -0.0013380916758365226 3.8723810962930306e-06 0.00040445276288936412 -0.0020670451549734824 -8.3921013169572622e-05 0.0020957706702817614 -0.0014129286418381787 -0.0011624527993292246 0.0012206358032275705 -2.8504127481303793e-05 3.4565429058433007e-05 0.0046238119200299474 0.0016750304216487247 -0.0022378856119919847 -0.0002179933150777679 0.00014915622852122159 -0.001375521599597136 0.00010959475257878672 -0.0002052395245996522 0.00066825391736820034 -0.00033306945116737854
leaf_weight=0.0020968769967230063 0.52789160688096259 0.0010326065380566489 0.0017757996946262669 0.0012425439483967869 1.0014613294915791 0.51376194277988929 0.51055499536437299 1.0077321064123728 0.50934367137948289 0.5120257710859083 5.0166563527838939 1.5111242461283296 0.51532327374201603 2.4039474058664334 0.51336572390978563 0.50881386180006272 0.51508070614553148 0.51916267497654489 2.0106019416604877 1.0009690025744933 0.52665900996362314 0.51186888408187481 0.51337490326458768 2.5180450296700769 2.014084025636834 0.51453939338855637 8.5343194134108078 0.51065802574525065 1.0088926940936183 6.0419980570532763
leaf_count=29 201 575 197 610 7 551 33 23 18 88 96 46 40 70 35 66 85 58 48 10 51 88 68 170 41 160 221 107 41 201
internal_value=1.04861e-07 1.09409e-05 1.15909e-05 -0.0181492 1.25922e-05 -1.06989e-05 0.000370741 0.000706666 -1.19911e-05 2.25545e-05 4.41433e-05 -0.000201946 -0.00040783 -0.000190567 4.53099e-05 -0.000316078 2.24013e-05 4.19359e-05 0.000284269 0.000681827 0.00161674 -4.9444e-05 -0.000242043 -0.000560065 7.42709e-05 -0.000161094 2.10563e-05 0.000736009 -2.58509e-05 -7.3893e-05
internal_weight=41.7984 41.2705 41.2684 0.00227515 41.2661 38.7464 2.51975 1.51829 38.7446 32.7827 32.2707 5.96192 4.45079 3.93547 3.42613 2.91276 31.7569 31.2418 8.55489 3.53823 1.52763 22.6869 6.07921 3.03142 3.04779 2.52862 16.6077 1.02253 15.5852 14.5763
internal_count=4034 3833 3804 1185 2619 2556 63 56 2359 2084 1996 275 229 189 171 136 1445 1360 205 109 61 1155 497 238 259 201 658 195 463 422
is_linear=0
shrinkage=0.1


Tree=793
num_leaves=31
num_cat=0
split_feature=8 14 13 22 8 5 16 6 18 6 22 17 3 21 6 18 16 17 5 6 5 20 17 9 5 0 3 6 23 13
split_gain=3.10639e-05 2.78462e-05 6.17637e-05 0.000189771 2.78899e-05 0.000115312 4.97717e-05 3.05099e-05 0.000184586 0.000111269 0.000297208 0.000521782 0.0001397 7.12556e-05 7.28524e-05 0.000143381 6.58374e-05 5.94412e-05 4.82239e-05 4.63489e-05 0.000120293 0.000115971 3.53852e-05 9.97837e-05 3.20359e-05 2.61205e-05 0.000295873 0.000201353 5.33052e-05 5.59421e-05
threshold=8.8430989333000021 143.06733454090002 98.050756475600011 -0.13509999999999997 8.7431769115000026 13.154029769200003 22.614947116400003 16.465384711100004 12.867440043550003 16.395383075500003 -0.087234999999999993 187.51563899930002 93.216908757050007 15.173983806500003 16.505385645700006 13.342238590850002 22.654947022900004 197.20536406400001 24.279163357700003 16.235379337050002 20.769304081650002 41.32819714970001 188.19076296340003 196.26893085885004 21.043187000650004 93.399723909900004 89.695028606150018 14.745344522600002 0.10932000000000001 108.08408221840001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -6 8 -7 12 -11 -12 16 14 15 -9 19 18 22 20 25 -21 24 -24 -16 26 -10 28 29 -27
right_child=-2 2 4 -5 6 7 -8 13 9 10 11 -13 -14 -15 17 -17 -18 -19 -20 21 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.01152257748327253 -0.00076192442952608265 0.015017197296165248 0.025568982609002418 -0.043315833807314963 0.00087552607639061373 0.035315340476043927 -3.0922977810384602e-05 -0.0020622418662124319 -0.0024767084774632853 9.6103866798230643e-05 -0.00033331523873613214 0.0041564265162066082 -0.0016852725856272223 -0.0012896895604552411 0.00028032970879155486 -0.00018771663609459767 0.001100077137367765 -0.0010165059996732812 -0.00085873445009751665 -0.00046435357880506733 -0.0015696576384726939 0.0016718873295565005 0.00099424469502432848 2.5529577443513188e-05 -0.00030795442365870863 2.3009684219183098e-05 0.00014492994965051604 0.0019332607961456243 -0.0010620569897217629 -0.0010397331810636176
leaf_weight=0.0020936354257931047 0.5281703623172963 0.0010298909366866869 0.0017623955466693477 0.0012163976867374431 1.0135424129640065 0.0014843424068392555 1.5055749185249849 0.51199282479201125 0.51989001158047488 4.5100859425993747 0.50364360101367711 0.53255810170643159 0.51456036460486032 0.51389316406010799 1.504515178399741 2.0098722374342461 0.51457736336601456 0.51155255381733766 0.50677430669794432 0.50485323551129002 0.52837680646639285 0.5116992462262715 1.5263433962501691 3.5052936422966923 2.4060648201039054 13.053330597456927 2.5033468775570924 0.52851217798922867 0.50660923927677082 0.5148525753844887
leaf_count=29 201 575 197 610 28 106 35 48 94 71 10 126 110 44 15 48 49 59 424 26 177 38 54 20 37 380 22 100 93 208
internal_value=1.18417e-07 9.87101e-06 1.04561e-05 -0.016571 1.13587e-05 -9.60354e-06 0.000333778 -1.0767e-05 5.22778e-05 5.02448e-05 0.000446984 0.0019742 -5.86842e-05 -0.000135672 -8.81617e-05 -0.000568286 -1.61679e-05 3.33986e-05 9.02387e-05 -4.61287e-05 -8.29213e-05 0.00061096 0.000144019 0.000319389 -8.16242e-05 -3.83546e-05 -0.000305899 1.70337e-05 -5.49212e-05 -1.73167e-05
internal_weight=41.7981 41.2699 41.2678 0.00224629 41.2656 38.7464 2.51912 38.7447 25.7484 25.7469 5.54629 1.0362 20.2006 12.9963 12.4824 2.52187 19.686 9.96054 9.44899 19.1715 18.1549 1.01655 8.94222 5.03164 3.91058 17.6265 3.02324 14.6033 14.0748 13.5682
internal_count=4034 3833 3804 1185 2619 2556 63 2359 1610 1504 207 136 1297 749 705 96 1187 609 550 1138 1074 64 126 74 52 897 116 781 681 588
is_linear=0
shrinkage=0.1


Tree=794
num_leaves=31
num_cat=0
split_feature=15 21 19 22 21 22 6 15 5 12 15 6 19 2 20 22 6 15 17 5 21 15 9 12 5 17 19 18 17 9
split_gain=2.64775e-05 0.000256206 3.94715e-05 3.13381e-05 0.000192218 0.000176335 0.000503409 0.00012156 0.000234657 5.86816e-05 6.17355e-05 4.22571e-05 0.000115609 4.11751e-05 4.069e-05 3.66108e-05 3.50013e-05 0.000125507 0.000180746 0.000132567 0.000168755 7.9525e-05 6.83908e-05 5.28541e-05 8.24788e-05 0.000103032 0.000234188 3.50102e-05 2.92055e-05 2.87599e-05
threshold=46.074827201850006 15.285239689500001 14.651182102100002 -0.053159999999999992 14.412800938450001 -0.067109999999999989 14.865347326450001 41.800301886400014 21.788492303450003 237.95588294345001 43.890399822900008 16.455384477450004 14.451165964200003 49.864842700850012 37.828051409500013 -0.073609999999999995 16.265380038000004 28.626568391100005 199.20888372035003 16.787983692950004 2.0008954101500005 34.139075990150012 205.88909726980003 136.25092175885001 20.556063402800003 188.19076296340003 14.351157895250003 15.788786379500001 200.36843462235004 197.02865361825005
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 9 13 8 11 10 14 12 -5 -7 -1 16 17 19 -19 22 -21 -18 27 24 -23 -26 -27 -16 -20 -25
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 21 18 28 20 -22 23 -24 29 25 26 -28 -29 -30 -31
leaf_value=0.00090203730807022695 -0.002219484510852898 0.00051967007007963097 0.00088456027791272089 -1.7034261603344351e-05 -0.0020077428593864152 0.00044556028644434715 0.0036122350213029842 0.0014657027988577273 -0.0020984952232423614 0.0010616169567068934 -0.00063646376607820346 -0.00051639124258406953 0.0015115387556127484 -0.00083279776084384304 -0.00031478832506392173 -0.00083449024108336141 0.0013222271963317742 -0.0024722101592352351 0.00036771875962763478 -0.00021854687343463258 0.0023581112988519297 -0.00082226137233550674 -0.0013162568247048353 -0.00032356105251168184 4.9139630434911189e-05 0.00026613110229208579 0.0028856322371304359 0.00070666725870980089 -0.00070881866817483854 5.0077477637593324e-05
leaf_weight=0.51823664119684565 0.51664371601747561 1.0071357199365278 0.51605029574796546 13.067541622716355 0.5119774536044116 0.50149418413638969 0.52916826776061032 0.51919061436856928 0.56064004515919386 0.5140154481077549 1.5072322281530066 1.5124391714016372 0.51425836102862454 0.50636604561017495 1.0040775541380977 0.50690964828951024 0.51733336809987207 0.51767113363206352 0.50135659615625605 0.50074183669778316 0.51621915565002596 0.5053739117138315 0.50672148580773346 3.0135333702553719 1.8641365970056543 1.0017830058932302 0.517647537841185 0.50396730133485412 0.50668570805757485 6.5112176956439498
leaf_count=410 162 20 67 777 96 2 72 65 225 584 38 29 23 58 120 34 229 154 3 18 167 11 161 55 43 4 91 198 68 50
internal_value=1.27507e-07 -0.000409052 1.56089e-05 4.33011e-06 -0.000100067 7.98323e-05 0.00111463 -3.96812e-05 -8.96069e-05 5.97432e-06 -1.98389e-05 -1.49915e-05 4.08433e-05 -0.000196708 2.77892e-05 3.93772e-06 2.69254e-05 -0.000213634 -0.000953378 0.000158641 0.00108939 0.000105623 -0.000311158 5.87014e-05 0.000369355 0.000547336 0.00115856 2.65677e-05 -0.000173396 -6.81379e-05
internal_weight=41.7978 1.52378 40.274 39.7579 16.686 23.0719 1.53703 16.1741 15.6549 21.5349 21.0208 15.0942 13.5818 1.00786 19.5136 18.9954 18.4885 4.55744 1.52571 3.03173 1.01696 13.931 2.01477 13.4137 3.88894 3.38357 1.51943 1.50804 1.00804 9.52475
internal_count=4034 182 3852 3785 1215 2570 132 1119 1054 2438 1854 829 800 60 1816 1406 1372 889 225 664 185 483 479 254 149 138 95 318 71 105
is_linear=0
shrinkage=0.1


Tree=795
num_leaves=31
num_cat=0
split_feature=9 9 0 16 7 18 20 4 7 23 6 6 22 9 5 20 9 21 19 15 8 18 0 6 21 10 17 21 12 23
split_gain=2.84735e-05 8.61036e-05 7.31504e-05 4.14441e-05 3.78655e-05 0.00170445 7.73797e-05 0.000296638 4.28202e-05 0.000212266 4.91572e-05 0.000116786 0.000200002 0.000251267 0.000171559 6.81348e-05 0.000120762 0.00018272 0.000487558 6.61338e-05 0.000117606 5.68223e-05 0.000409096 0.000165137 5.56361e-05 5.40193e-05 4.38541e-05 3.85969e-05 0.000120454 5.41849e-05
threshold=186.68586460755003 185.44496129890004 85.732241321850012 22.674946976100003 22.545611589100002 12.909082926650003 33.96174662340001 185.90055573720002 22.747724408400003 0.092505000000000018 16.465384711100004 16.235379337050002 -0.078649999999999984 190.73543849905005 20.769304081650002 40.636252116050009 205.22231928645002 8.6236808214000025 14.251149826300002 39.540459766400012 8.3434888241000014 13.843998451900001 93.399723909900004 14.745344522600002 7.0441631297000011 61.998532946250002 195.16372169425003 1.9176293050000004 199.78749241660003 0.098545000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 9 -8 11 14 19 -14 21 -12 17 25 -19 20 -13 -10 -23 24 27 -17 -27 28 -24 -29
right_child=2 -3 3 -5 5 6 8 -9 10 -11 15 12 13 -15 -16 16 -18 18 -20 -21 -22 22 23 -25 -26 26 -28 29 -30 -31
leaf_value=6.5381530434060285e-05 -0.0011620825298690712 0.001473271122764609 0.00083642064236425428 0.00087405072183098617 -0.10008035561436575 0.018567120460401376 -0.0021018338190516351 -0.055274197090026789 0.00048128919965729404 0.00078565973628978681 0.00015991997947655879 -0.0002498845204847732 7.449740067401243e-05 0.0031905692644499002 -0.0018487397327877854 -0.00093007188435672693 0.00015964802465748263 0.00034050559991454069 -0.0040188855807482271 -6.1640034727933311e-05 0.0011463913663962196 -0.0028519120957851978 -0.0017291011560156948 0.0017488864556861761 -0.0010733638209720015 0.00043367414750502468 -0.00049941770656324448 8.5990377760867328e-05 0.00014926539811433034 -0.00096906812350504995
leaf_weight=2.8750780121372133 0.55693658186177586 0.51170795158862104 0.50916551732461712 0.5257366249536507 0.001702717710940215 0.0010727281309537142 0.51182483221143715 0.0011038615500235105 2.0113521314888301 0.50655717982590431 3.5157035014273665 1.000372904738015 0.50036826493305742 0.53594740878997982 0.52776448280887578 1.006773110268113 2.5071607560373828 0.50453857899992705 0.52196398891987883 4.0101782130464159 1.5195381327962421 0.51611215980301572 0.51760596356674327 0.52777711316892428 0.51424095348018894 1.0070259098283716 1.0077244780623003 12.034565028902975 1.0028345147259718 0.50729041850922207
leaf_count=1605 262 62 37 69 6 14 27 30 33 18 60 18 3 109 148 17 39 6 37 56 51 63 161 97 332 12 28 495 79 60
internal_value=1.41832e-07 0.000278099 -2.43663e-05 -7.62738e-06 -2.00451e-05 -3.1889e-05 -2.7262e-05 -0.0188816 -2.61473e-05 -0.000665555 -7.95681e-06 6.53627e-05 0.000395442 0.00168602 -7.2169e-05 -0.000195251 -0.000385737 -0.000723523 -0.00187619 0.000190628 0.000592087 -1.89917e-05 -8.34099e-05 1.11894e-05 -5.1728e-05 -0.000331927 -3.30335e-05 -1.4368e-05 -0.00049019 4.33156e-05
internal_weight=41.7977 3.38679 38.4109 37.854 37.3283 36.8191 36.8174 0.00217659 36.8152 1.01838 35.7968 25.7259 7.5664 1.03632 18.1595 10.0709 6.55519 4.04803 1.0265 6.53009 2.51991 17.6318 15.6204 15.1043 14.5765 3.02152 2.01475 14.0623 1.52044 12.5419
internal_count=4034 1667 2367 2105 2036 1999 1993 44 1949 45 1904 1705 237 112 1468 199 139 100 43 125 69 1320 1287 1224 1127 57 40 795 240 555
is_linear=0
shrinkage=0.1


Tree=796
num_leaves=31
num_cat=0
split_feature=8 19 23 8 21 6 10 21 2 22 19 0 17 10 14 22 23 16 12 18 17 7 21 20 20 18 16 22 0 9
split_gain=3.49371e-05 4.07008e-05 0.000118376 0.00011869 0.000225545 0.00021754 7.00052e-05 9.4016e-05 0.000315706 4.46578e-05 6.58777e-05 0.00580741 0.0015281 0.000228709 0.000598376 4.78931e-05 9.96326e-05 0.000125801 0.000109672 0.000104615 7.636e-05 0.000199463 0.000151158 0.000261955 9.02619e-05 6.60448e-05 3.80257e-05 3.50479e-05 3.38718e-05 8.0433e-05
threshold=8.8430989333000021 14.351157895250003 0.13041500000000003 8.3434888241000014 7.8739362195500009 16.395383075500003 62.041548276350007 9.1912342607000017 202.97521253380003 -0.096529999999999991 13.151061067750001 97.674372337300014 186.38090997870003 71.658163008950012 186.46805587060001 0.010890000000000002 0.10469000000000002 20.404952284350003 92.218642671200016 15.289002683150001 185.24175881545003 23.314707969200004 6.4178488307500006 40.890797847750008 38.804080188450008 14.522586764600002 22.494947397000004 -0.06483499999999999 96.959242474650011 201.14010537530001
decision_type=2 2 2 2 2 2 2 2 2 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 -5 7 27 -9 10 11 12 -1 -14 -15 20 17 18 -17 -20 28 -22 23 24 -23 -24 -8 -7 -11 -30
right_child=-2 2 -4 5 -6 6 26 8 -10 15 -12 -13 13 14 -16 16 -18 -19 19 -21 21 22 25 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.018307190257183241 -0.00080826962143005674 0.0024674888673764822 0.0009851786189387843 -0.0020891076563622373 0.00019336162861202796 -0.00014507903382984786 2.2286165353145106e-05 0.0027936309112869613 -0.0007165021701539075 0.00016958755519681505 8.4371274406444381e-05 -0.00040160425245768677 0.094453917663829698 0.10007528050922876 0.025565770481291286 0.001463911520009401 -0.0012786661712537403 0.0016831088097847273 -0.0014357765551234012 5.9747738885537819e-05 -0.0023228104316517103 -0.00155117100004999 -9.9359316662147711e-05 -0.0029100034227767801 -1.6584115793009725e-05 0.0010996522777581424 -0.00077143947759905108 0.00050497351479354658 -0.0014156196917349147 4.3089886147970961e-05
leaf_weight=0.0017452402549950766 0.52785423743664139 0.52745637189626693 1.5161365650974392 0.53578764317879546 2.5184783254963605 3.8685844008626624 1.0064718379107946 0.51493936953143638 0.51001623267610086 4.5145069023836069 5.021909512397678 0.50409082176695641 0.0064663606713083605 0.0022729288320988417 0.0020499036517076796 0.51156286347499502 0.5112506863732279 0.5083044808774132 0.50723129694283109 6.0085190174771297 0.52846382504649536 0.51404521765362776 4.0061824352968678 0.52717605969078407 1.5067689356664575 0.51890492744100924 1.5078309952113214 1.0557468263817051 0.50522254069981531 1.5011712560943329
leaf_count=339 201 180 30 133 74 70 24 31 19 132 517 644 24 1 46 56 71 23 287 304 65 106 48 160 66 167 45 35 50 86
internal_value=1.30468e-07 1.04703e-05 0.000152421 4.76018e-05 0.000587166 -0.00013502 -1.13159e-05 0.000175651 0.00104699 -5.90065e-05 0.000194989 0.00127026 0.0685068 0.0825497 0.0647426 -0.000122462 7.22542e-05 0.000163907 5.40189e-05 -5.66743e-05 -0.00023341 -0.000448778 -0.00030876 -0.000924825 -0.000406945 3.81348e-05 -0.000453712 -5.7117e-06 1.76489e-05 -0.000324222
internal_weight=41.7971 41.2693 13.5614 12.0453 3.04593 8.99938 8.46359 5.94929 1.02496 27.7078 5.53853 0.516625 0.0125344 0.0107892 0.00432283 22.1693 8.04687 7.53562 7.02731 6.51575 14.1224 7.60154 7.07308 2.54799 2.02081 4.52509 2.5143 4.92433 6.5209 2.00639
internal_count=4034 3833 641 611 254 357 224 155 50 3192 1571 1054 410 71 47 1621 741 670 647 591 880 612 547 332 172 215 69 105 268 136
is_linear=0
shrinkage=0.1


Tree=797
num_leaves=31
num_cat=0
split_feature=8 19 23 9 17 0 16 21 15 16 15 22 10 20 17 22 21 16 23 16 18 15 6 8 23 7 18 12 14 0
split_gain=2.82918e-05 3.29289e-05 9.59603e-05 0.00010324 0.000202465 0.000111857 5.608e-05 5.85131e-05 0.000122131 0.000103344 9.69692e-05 0.000243229 0.000104289 0.000109542 7.16556e-05 0.000108611 4.12674e-05 3.89537e-05 0.000123153 6.6153e-05 0.000158516 0.000235617 7.56525e-05 5.32298e-05 0.00011609 0.000123988 0.000122741 0.000391599 8.2583e-05 6.12451e-05
threshold=8.8430989333000021 14.351157895250003 0.13041500000000003 188.96048214565005 187.51563899930002 88.872360418250011 22.494947397000004 13.279159471700002 46.074827201850006 22.614947116400003 41.800301886400014 -0.086139999999999994 61.987779113750001 40.206947806850003 195.42788627465004 -0.032369999999999996 15.039695091900002 22.594947163200004 -0.27628999999999998 22.634947069650003 13.043896815850003 36.207782793200003 16.465384711100004 8.3434888241000014 0.10469000000000002 24.024273989350004 13.712081531300003 69.826413229550027 170.13250779355005 93.953546284800012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 4 -3 6 16 8 10 -9 12 -12 13 -8 -14 -16 -5 18 -1 20 -19 -22 -21 24 25 26 -20 -28 -27 -30
right_child=-2 2 -4 5 -6 -7 7 9 -10 -11 11 -13 14 -15 15 -17 -18 19 23 22 21 -23 -24 -25 -26 28 27 -29 29 -31
leaf_value=-0.03378441336408327 -0.0007270517696382463 -8.4943872173738182e-05 0.00088727873999747738 0.0013550938494714482 0.0024113122511076755 -0.0014950087984605669 -0.0002153021210531608 0.0011221006647621217 -0.0017062920543982549 -0.00018274808545843549 -0.00031356012259300855 0.0023591563031031245 0.00021805128624910084 -0.0022558245370271723 -0.0018053656667743969 0.00026639975804326207 7.467113112733763e-05 0.000147735045159747 1.359922140126578e-05 0.00051561534157009998 -7.6887819832987289e-05 -0.0031227873547204753 -0.00037969795844401141 0.00020526774314215241 -0.0015890047324840615 0.0013242555625294461 0.00045305930240529868 -0.0034596245122907538 0.001088061176315753 -3.7664287501367728e-05
leaf_weight=0.0010783034282785256 0.52812031154298367 0.86242427073636807 1.5151335809077853 0.50662999229097916 0.5213230726221596 0.51864554721896716 0.54413052595918798 1.0154532440532194 0.51261181605340755 1.5088435542500633 1.003633834533616 0.51532432527979199 2.5139035117463213 0.50935791367169259 0.51048174320930673 0.50176330902650523 0.50024996697902679 1.0020775963488975 1.0053225254116744 1.5123310052871937 0.49974279850721337 0.51639280925969011 2.5104702578254972 8.5609621147143553 0.51361540834515551 0.50956256471364447 0.50164908161968902 0.52193387866885699 0.50906601415472685 9.544293955463294
leaf_count=190 201 32 30 61 99 83 4 27 84 26 20 42 40 40 42 9 2 13 522 47 2 40 54 359 194 75 3 296 58 1339
internal_value=2.29411e-07 9.53658e-06 0.000137227 4.28765e-05 0.000855514 -6.25997e-05 1.06486e-05 -6.74164e-05 -0.0002238 0.000342156 -9.91901e-05 0.00059319 -0.000328836 -0.00120189 -6.79996e-05 -0.000778405 0.000718939 -5.29521e-05 9.65421e-06 -0.000277504 -0.000744702 -0.00162479 -4.31141e-05 1.13361e-05 -0.000115347 -5.52374e-05 -0.000771227 -0.00154205 8.22885e-05 1.93384e-05
internal_weight=41.7965 41.2684 13.5599 12.0448 1.38375 10.661 10.1424 9.1355 6.61121 2.5243 6.0986 1.51896 4.57964 1.05349 3.52615 1.01225 1.00688 27.7085 21.6675 6.04101 2.01821 1.01614 4.0228 21.6664 13.1054 12.5918 2.02891 1.02358 10.5629 10.0534
internal_count=4034 3833 641 611 131 480 397 334 281 53 197 62 135 44 91 51 63 3192 3036 156 55 42 101 2846 2487 2293 821 299 1472 1397
is_linear=0
shrinkage=0.1


Tree=798
num_leaves=31
num_cat=0
split_feature=23 19 22 5 22 22 10 15 0 23 8 10 23 17 17 7 16 18 5 6 3 9 21 23 23 2 18 16 22 23
split_gain=3.29873e-05 2.61061e-05 8.2564e-05 3.20137e-05 0.000121126 6.3317e-05 0.000655663 0.000577981 0.000760364 0.000354162 0.000355855 0.000260786 2.8925e-05 0.000121418 7.36891e-05 0.000115684 5.88303e-05 0.000272176 0.000379606 5.76849e-05 0.000178795 0.000173639 4.97504e-05 4.53845e-05 0.000101339 0.000258511 5.80246e-05 3.91619e-05 3.93843e-05 0.00013676
threshold=-0.50325999999999993 14.651182102100002 -0.086139999999999994 24.453399453300005 -0.086139999999999994 -0.15076499999999998 61.622148808000013 40.800303470200006 88.098084476650016 0.083950000000000011 8.3434888241000014 75.499969677400017 0.09180000000000002 201.71342726775001 193.46017548480003 23.514778597300005 22.604947139800004 13.077716774800001 20.769304081650002 14.745344522600002 92.703413254150021 192.57902085675002 11.507908610950002 0.10249000000000003 0.09551500000000003 210.62522394830003 13.276755824150003 22.684946952700002 -0.087234999999999993 0.12084500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 7 -7 8 -2 -10 11 -11 14 19 16 -16 22 -18 -19 -14 21 -21 -8 24 -22 -26 27 28 -25 -30
right_child=1 2 -4 4 -6 6 12 -9 9 10 -12 -13 13 -15 15 -17 17 18 -20 20 23 -23 -24 26 25 -27 -28 -29 29 -31
leaf_value=0.016289130427339715 0.067237946428810577 -0.00041085487647548376 0.0013884619769406585 0.00053060243459551704 -0.0016495864715054048 -0.057124888933907117 -0.00017090443482753001 -0.0592325294733754 -0.066679328145539146 0.052224878999020598 -0.037117011093767187 -0.013384056373042586 -0.00010085929309953967 -0.0013962516814946019 0.0015716584264273501 4.548874520968573e-05 5.204550818379483e-05 1.0079139356745871e-05 -0.0038520771470320009 0.00019154281862880751 9.9836397621785674e-05 0.0027671550578206162 0.0008468174765283447 0.00014505597862892928 0.002839362240932836 -0.00034177186452611963 -0.00037991768921078546 -0.00018807485777381762 0.0020871391451399873 -0.00022440192165732221
leaf_weight=0.0012432248884114419 0.0015111574189737142 0.50411180216303819 0.51611188598492563 0.5065815839035116 0.51277487122152909 0.0020089010255536213 8.036177072805998 0.0017812317022389834 0.0010066896163853038 0.0013815799834730885 0.0016010118131362105 0.0010789894093045718 6.0209187224128593 0.5247669641149838 0.52242512065636759 10.074471126047007 2.0087384295474062 0.50020011852029689 0.51807972070628239 0.50508884593000292 2.5109894068141725 0.54330485138274298 0.51086262123515247 1.5062541051520404 0.52143864916212102 0.50080137298209593 2.5115084951337572 1.4048568547077591 0.51975956984501992 0.50427860466879793
leaf_count=134 120 22 55 357 198 34 596 31 462 70 53 144 228 208 148 699 51 3 41 22 32 97 78 13 47 4 30 11 35 11
internal_value=2.30372e-07 -2.54156e-07 0.000499386 -1.27557e-05 -0.000566115 1.43291e-06 3.26325e-06 -0.00870007 0.00498046 -0.0135823 -0.000421801 0.0234546 6.15078e-06 0.00010197 -6.98011e-05 0.000120729 -0.000244245 -0.000623087 -0.00195491 0.000148085 0.000283996 0.00152629 -0.000110074 0.000153492 0.000441545 0.00128091 -4.38121e-06 0.000235295 0.000470357 0.000948841
internal_weight=41.7961 41.7949 1.02022 40.7746 1.01936 39.7553 39.7469 0.00836066 0.00657943 0.00506827 0.00406158 0.00246057 39.7449 17.574 22.171 10.5969 11.5741 3.02702 1.01828 17.0492 11.0283 1.04839 8.54704 9.97989 3.53323 1.02224 6.44666 3.93515 2.53029 1.02404
internal_count=4034 3900 77 3823 555 3268 2388 880 849 729 267 214 2354 738 1616 847 769 95 44 530 302 119 674 183 83 51 100 70 59 46
is_linear=0
shrinkage=0.1


Tree=799
num_leaves=31
num_cat=0
split_feature=15 18 22 3 8 13 8 2 20 19 23 2 9 18 5 10 20 19 21 13 7 6 7 20 20 13 22 7 16 21
split_gain=3.0029e-05 5.18489e-05 0.000249184 0.000443931 2.91512e-05 0.000143737 4.46896e-05 6.09724e-05 0.000124705 3.1239e-05 0.000160299 0.000130958 0.000113225 0.000142735 6.27915e-05 5.6479e-05 0.00018572 0.00028487 4.98106e-05 5.45623e-05 4.94198e-05 0.000110238 6.81115e-05 2.60777e-05 0.000114972 8.96733e-05 6.65997e-05 2.49895e-05 2.49706e-05 8.58574e-05
threshold=14.882823222300003 12.551858988050002 -0.091919999999999988 103.48681881535002 8.8430989333000021 98.050756475600011 8.7431769115000026 74.580378076100018 41.32819714970001 14.451165964200003 0.13041500000000003 219.24808729375005 187.94830913940004 13.204532713600001 20.849573174100005 61.993156030000002 40.633548727200008 14.151141757350002 7.7834773016000005 117.54207792135001 22.792619241600004 16.485385178400005 22.996658327800002 36.893814626400008 38.244973486750006 109.63263410155001 0.086310000000000026 24.876210878000006 22.534947303500005 2.5447591590000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -11 -14 -15 16 -7 -18 19 -16 21 -17 -22 25 -25 27 28 -24 29 -26
right_child=1 4 -4 -5 -6 6 7 8 -10 10 -12 -13 13 14 18 20 17 -19 -20 -21 22 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=0.016994988293955529 0.069937007164401321 -0.032835356555904506 -0.027883560045044067 -0.017061731619662106 -0.00074065478326922041 -2.9574995392519872e-05 -0.00018846786991820764 0.0020898524893085174 0.00017194255747627336 0.0012660766776141459 0.001890975656392422 0.0015390318707757466 -0.0018015353322279025 -0.00074617975260436145 -0.0010215210635268425 0.0017357890660128703 0.00013918886488624161 -0.0031955778529355796 0.00073017559532078541 0.00024986913025974142 -0.001187508474565736 4.1139599388861664e-05 -0.00065823332403370843 -0.0015132600489175376 0.0013568345460848144 0.0014681402415434781 -0.0011347542747173268 0.00033651731506472728 -0.00012228810599837077 4.6725375812980363e-05
leaf_weight=0.001039679456481645 0.0012898210712517511 0.001332455229948403 0.0010645689212055434 0.0010756794019748384 0.52643015593424891 3.3695002565880392 1.0015555269565113 0.51065703355607173 1.008678663595983 0.51093875115907295 0.51010243733526284 0.51834587090495521 0.55642107326384849 1.0074308077128082 0.50719208182527742 0.51548426032116523 0.50076185744462509 0.5244336985419169 1.0133396662522143 1.0091786539064171 0.50680605468754336 1.5033111266302195 0.50428999760321847 0.51982822267655393 0.51799631494000387 0.50852854750155518 0.51535237800555833 0.50587059577402727 8.5395492772471879 14.57777441628382
leaf_count=701 45 506 154 169 156 109 8 33 23 69 13 101 33 30 27 258 65 63 31 31 37 42 37 114 193 33 94 69 168 622
internal_value=2.20908e-07 -2.01853e-07 0.012294 0.0303755 -1.21092e-06 8.22247e-06 9.28304e-06 0.000417262 0.000816563 -1.72633e-05 0.000200439 3.21058e-05 -0.000137535 -0.000312727 -7.85248e-05 -5.43013e-05 -0.000388155 -0.00156669 0.000187362 -0.000175382 -3.20621e-06 0.000473856 -3.92824e-05 -1.70623e-05 -4.18205e-05 0.000385125 -1.01486e-05 -0.00016008 1.43726e-05 9.16805e-05
internal_weight=41.7956 41.7945 0.00343007 0.0023655 41.7911 41.2647 41.2633 2.52089 1.51934 38.7424 5.63295 5.12285 4.6045 4.09356 3.53714 33.1095 4.3947 1.0252 2.52971 1.51637 28.7148 2.0188 26.696 26.1892 24.6705 1.51869 24.1507 1.01016 23.6353 15.0958
internal_count=4034 3333 368 214 2965 2809 2303 64 56 2239 335 322 221 152 119 1904 237 128 89 58 1667 300 1367 1330 1191 139 1077 106 983 815
is_linear=0
shrinkage=0.1


Tree=800
num_leaves=31
num_cat=0
split_feature=15 21 19 13 23 17 8 13 20 18 20 16 0 9 22 21 22 21 3 22 20 20 22 21 23 20 23 23 20 5
split_gain=3.23262e-05 0.000194557 6.47439e-05 4.44118e-05 0.000164107 8.61527e-05 0.000190277 7.8996e-05 0.000165364 0.000261408 7.73585e-05 4.24314e-05 0.000283594 0.00146626 0.000496216 0.000175009 0.000677694 9.86924e-05 6.03399e-05 0.00017002 3.29403e-05 0.000154957 0.000171555 0.000110458 7.30501e-05 3.59232e-05 2.9454e-05 8.44139e-05 3.95583e-05 8.91658e-05
threshold=46.074827201850006 15.285239689500001 14.651182102100002 117.64961624655002 -0.27628999999999998 188.19076296340003 8.543332867800002 117.60660091645001 40.720231579350006 12.933745112000002 39.664548207900005 22.624947093000003 85.764502819450016 187.45330412110005 -0.086719999999999992 12.315862460400002 -0.078504999999999991 7.3575695755500012 93.281431752200021 -0.095854999999999996 41.898943182100005 41.481306584950012 -0.11347 4.1620892039000008 0.11002000000000002 42.066503896600004 0.08729000000000002 0.088435000000000027 39.184300550350009 17.505247228350004
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -7 11 -9 -10 -5 12 13 14 -6 16 17 -13 20 -20 21 24 -23 -22 26 -25 -14 -28 29 -29
right_child=1 -3 -4 5 7 6 -8 8 9 -11 -12 15 18 -15 -16 -17 -18 -19 19 -21 23 22 -24 25 -26 -27 27 28 -30 -31
leaf_value=-0.037698316965387543 -0.0020284205678189459 0.00035828621289004254 0.001129329818165631 0.00022186493504877886 -0.020028176458842181 0.0024260227165008937 0.0002077815485407011 0.00027207356937393023 8.9442154540095661e-05 -0.0031200216793685269 -0.0012171301771412258 -0.0013286456725904207 -0.00011878765557512253 -0.10006259317635247 0.074750958096419004 -8.9847947799922146e-05 0.0040772621413807169 0.00064486041176451282 0.00010347264998931912 -0.0021294189924645941 0.0015703023788228741 3.4440982090193053e-05 -0.0025638001714527892 0.00062352510488781836 -0.0011802468317828462 -1.1657108538010779e-05 0.0013981229282715856 6.3447831443292271e-05 -5.5336330182813518e-05 0.0015756716477865387
leaf_weight=0.0011566772887253709 0.51710151849262231 1.00603025054734 0.51686139243493912 1.4084026350365815 0.0011504738531550648 0.51944435637233288 1.5131320735170488 1.0027730311267071 0.50035714670920561 0.51496642363385092 0.50845443072463137 0.50935139476598557 7.5350645566157555 0.0016050609894815437 0.0010625761292792574 4.0107837706873397 0.52588207175108337 0.50427451494942943 1.0064040260067484 0.51577170416439244 0.51578981095506193 0.50085563910881281 0.51585640226671314 1.0096783027832472 0.51866867788358106 7.5361385858445553 0.51135963386025984 1.5070477414621504 6.0339627359267034 0.52600134954127509
leaf_count=141 162 20 67 91 292 45 42 6 6 35 81 37 559 56 111 44 85 9 23 39 350 34 80 41 149 797 69 186 266 111
internal_value=2.19691e-07 -0.000451998 1.7323e-05 2.86572e-06 -3.2237e-05 0.000321111 0.000774674 -3.10202e-05 -0.000638783 -0.00153838 -0.000159835 5.28176e-06 -4.44031e-05 -0.0272962 0.0254792 0.000258047 0.0011644 -0.000346835 -4.07176e-05 -0.000653117 -5.81817e-06 -8.53917e-05 -0.00128385 0.000149163 -1.21307e-05 6.33889e-05 2.54693e-05 0.000152182 7.32027e-05 0.000454698
internal_weight=41.7954 1.52313 40.2723 39.7554 35.806 3.94943 2.03258 35.8048 2.0181 1.01532 1.91686 33.7867 28.2364 0.00381811 0.00221305 5.55029 1.53951 1.01363 28.2326 1.52218 26.7104 17.6488 1.01671 9.06161 16.6321 8.54582 16.1134 8.57837 8.06701 2.03305
internal_count=4034 182 3852 3785 3526 259 87 3385 47 41 172 3338 3163 459 403 175 131 46 2704 62 2642 1454 114 1188 1340 838 1191 632 563 297
is_linear=0
shrinkage=0.1


Tree=801
num_leaves=31
num_cat=0
split_feature=23 20 0 18 3 6 2 20 22 22 0 12 15 8 20 21 17 19 10 2 0 10 16 8 10 22 10 20 2 12
split_gain=3.76474e-05 3.01001e-05 9.12566e-05 0.000246939 8.19076e-05 7.95153e-05 0.00243974 0.00280532 0.00136294 6.55794e-05 4.71767e-05 4.59399e-05 4.2212e-05 3.85376e-05 0.00015372 0.000108797 0.000129528 0.000118756 0.000487986 5.25764e-05 4.40355e-05 3.64277e-05 4.27296e-05 4.13002e-05 0.000167228 0.000561105 8.6698e-05 0.00012597 0.000206831 7.75578e-05
threshold=-0.50325999999999993 38.478081868400004 93.953546284800012 12.909082926650003 84.812788641250009 16.585387514950003 60.327272492300004 38.903925214650009 -0.044409999999999998 0.23835000000000003 97.096353839300008 86.968866757150025 20.729785921300003 8.543332867800002 40.040005255000004 7.6056575014000005 192.61429575720004 14.351157895250003 62.041548276350007 71.99970061785001 86.756543869550015 61.923256118600001 22.624947093000003 8.4434108459500017 61.993156030000002 -0.101395 61.998532946250002 40.583589072600013 78.595990734650016 237.95588294345001
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 6 7 -3 -9 11 -4 -8 -13 19 -15 16 -16 -17 -19 -14 -18 22 -21 26 -25 -26 27 -23 -29 -28
right_child=1 5 4 -5 -6 -7 9 8 -10 -11 -12 12 13 14 15 17 20 18 -20 21 -22 23 -24 24 25 -27 29 28 -30 -31
leaf_value=0.01751302414631525 7.1163271494362442e-05 -0.10055062195507587 0.00098982059262491852 0.0025902906182912692 -0.0012600324035832557 -0.0012642977589677931 0.00096201607109729277 -0.04828592437863477 0.050620066200212546 -0.0011309403461063452 -6.5278309466447715e-05 0.00090624351349161559 -0.0010828913662574058 0.0013249733786727912 -0.0013157923568332447 4.9161490813952739e-05 -0.00039302634707238384 0.0034841025626622317 -0.0008648381036033628 -0.00012239981718797029 0.0003711297571725884 -7.673901258110151e-05 0.0011762852289501436 0.0010561758353344896 0.00034809249081652093 -0.0036930225890811812 6.9473472245245291e-06 1.0038749325727823e-06 -0.0028574664188646404 0.0012486677276549068
leaf_weight=0.0012274687386683017 1.4056130361474029 0.0051871398886608189 0.5097989148318719 0.53808818379877488 0.50765994555876481 0.51721424698803176 0.50498111900409881 0.0027604925380728673 0.002813022145346622 0.50650442481936764 2.5115983008442511 0.5079487320768753 0.50578562961527751 1.0180055047167087 1.0156624899137576 2.5084741919371258 1.5050734261462624 0.51934841895464934 0.51274362192026501 0.50111562066792081 1.51140625859648 2.0020166784652309 0.51241057758517083 0.51173444114215216 1.005717421290683 0.52188698555948998 18.592369972319272 0.50026556150987722 0.51240911447962434 0.5169988982852648
leaf_count=134 139 4 60 195 40 303 18 37 12 100 426 807 63 38 34 39 43 29 29 70 57 12 31 16 44 77 770 3 91 313
internal_value=2.08778e-07 -3.0557e-07 0.000218322 0.000768551 -8.47284e-05 -3.32479e-05 -1.54643e-05 -0.0476242 0.00163316 -1.1514e-06 0.000112748 1.50657e-05 1.31722e-06 -1.20942e-05 0.000171251 1.61549e-05 -0.000339027 0.000420651 0.00132355 -7.34221e-05 -1.01462e-05 -5.31426e-05 0.000534179 -7.77776e-05 -0.000508388 -0.0010325 -3.8085e-05 -0.00053648 -0.00144537 4.05418e-05
internal_weight=41.7948 41.7936 5.47276 1.9437 3.52906 36.3208 35.8036 0.0107607 0.00557351 35.7929 3.0214 35.2864 34.7814 34.2734 8.59071 7.57271 4.03214 3.54057 1.03209 25.6827 3.01648 25.1769 1.01353 24.1634 2.03934 1.5276 22.1241 3.01469 1.01267 19.1094
internal_count=4034 3900 860 334 526 3040 2737 53 49 2684 486 2584 2566 1759 269 231 134 97 58 1490 100 1427 101 1326 137 121 1189 106 94 1083
is_linear=0
shrinkage=0.1


Tree=802
num_leaves=31
num_cat=0
split_feature=15 21 19 13 23 17 8 13 20 2 20 21 22 18 7 5 10 16 9 20 3 20 6 6 13 5 0 5 0 3
split_gain=3.69801e-05 0.00016514 5.32634e-05 3.78692e-05 0.000145252 7.52368e-05 0.000209097 6.35075e-05 0.000134868 0.000215455 6.23462e-05 4.97917e-05 0.000123211 0.000111149 0.000481504 0.000233155 0.000217679 4.31364e-05 0.000101737 0.000175533 4.02975e-05 0.000143231 6.09443e-05 0.000141037 0.000308589 0.000124485 6.08091e-05 4.20475e-05 4.13299e-05 0.000337689
threshold=46.074827201850006 15.285239689500001 14.651182102100002 117.64961624655002 -0.27628999999999998 188.19076296340003 8.543332867800002 117.60660091645001 40.720231579350006 78.595990734650016 39.664548207900005 14.894616075700002 -0.08262499999999999 12.867440043550003 22.356277907050004 22.053438739150003 61.998532946250002 22.654947022900004 193.42660545270004 43.111435027700004 93.281431752200021 42.047301293400004 16.235379337050002 16.435384010100005 117.54745483760001 20.769304081650002 86.420486603250012 22.938948824900006 93.399723909900004 89.695028606150018
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -7 11 -9 -10 -5 13 -13 16 15 -15 -6 20 -19 -20 22 27 25 24 -24 28 -25 -22 29 -16
right_child=1 -3 -4 5 7 6 -8 8 9 -11 -12 12 -14 14 17 -17 -18 18 19 -21 21 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.035673086941126121 -0.0019353389999198429 0.00026343849413042089 0.0010274194083148391 0.00019266103863459553 0.053081466310582609 0.0024539777376116579 0.00012862180925941164 0.00025210225635550332 9.3546543419549609e-05 -0.0028188426261208399 -0.0010988598132608905 0.00042282601375763761 -0.0017778210440171161 -0.012565911193448881 -0.0026852769050391689 -0.0775865907069027 -0.010251479180343923 -9.5764591644474e-05 0.0024972630709210741 -0.00013087331192473725 -0.00046221771043726502 -0.0018846994268555647 0.0030815681533077378 0.00078304147204352455 9.2355299680705658e-05 -0.0015902596224838844 -5.613682001971113e-05 0.00045073555237890923 4.050682932319857e-05 0.0001174607475771745
leaf_weight=0.0011431094078976347 0.51734232479373687 1.0053904783027148 0.51649060569732697 1.4081549791542234 0.0011290053254907608 0.51954021455458166 1.5123198727786933 1.0026369415572838 0.50116344066918805 0.51508564043693639 0.50883445915788694 0.50665581159863504 0.51103943756264192 0.0010524489417513827 0.5189097485590447 0.0011586359324023956 0.0010450211530717013 1.5012204360391472 0.51475313809555678 0.50194349579760456 1.013093237337672 0.50904867125920672 0.52734669351604946 1.0078389468818612 1.0007191687654993 0.52238084735189971 6.0291417218481342 1.0048582248600721 15.606481298621894 2.5057009531058116
leaf_count=141 162 20 67 91 212 45 42 6 6 35 81 165 80 127 109 129 111 10 52 7 37 55 119 21 8 142 108 15 1801 30
internal_value=1.53873e-07 -0.000483587 1.84452e-05 5.33658e-06 -2.70758e-05 0.000299231 0.000723208 -2.59377e-05 -0.000570758 -0.0013826 -0.000150153 6.61854e-06 -0.000682237 2.80129e-05 2.65126e-05 -0.0466376 0.0226383 2.96618e-05 0.000427345 0.00119975 -3.44499e-06 -0.000385733 3.14069e-05 0.000253145 0.00112395 -6.775e-05 6.40506e-05 -7.6039e-06 -2.50616e-05 -0.000363384
internal_weight=41.7936 1.52273 40.2709 39.7544 35.8055 3.94885 2.03186 35.8044 2.01889 1.01625 1.91699 33.7855 1.0177 32.7678 32.7656 0.00221108 0.00217403 32.7634 2.51792 1.0167 30.2455 2.527 27.7185 8.56505 1.52807 19.1535 7.03698 2.01795 18.6311 3.02461
internal_count=4034 182 3852 3785 3526 259 87 3385 47 41 172 3338 245 3093 2770 256 323 2514 69 59 2445 107 2338 256 127 2082 129 52 1940 139
is_linear=0
shrinkage=0.1


Tree=803
num_leaves=31
num_cat=0
split_feature=23 15 21 9 23 19 13 10 16 15 16 21 21 18 7 16 7 21 22 21 3 13 15 22 0 9 15 3 15 15
split_gain=4.09293e-05 2.98696e-05 0.000133568 4.51457e-05 0.000426943 4.3313e-05 3.2243e-05 0.000153028 5.54637e-05 5.09734e-05 0.000178637 4.71823e-05 3.92963e-05 0.000102281 7.96049e-05 3.75185e-05 0.000422237 0.00012746 0.000632608 0.000103266 3.75595e-05 0.000119526 2.91692e-05 8.02091e-05 3.02413e-05 0.000105943 4.9657e-05 0.000204319 0.000127681 0.000115275
threshold=-0.50325999999999993 46.074827201850006 15.285239689500001 177.77223095870002 0.08729000000000002 14.651182102100002 117.63886241405002 61.987779113750001 22.624947093000003 41.29990759910001 22.654947022900004 1.6974749567000003 14.894616075700002 13.091807150500001 22.105125139000005 22.624947093000003 22.407814303000006 12.315862460400002 -0.078504999999999991 7.3575695755500012 93.281431752200021 117.56896250265002 20.729785921300003 0.086310000000000026 96.959242474650011 198.74336288960004 31.385732506450001 85.538672336450006 28.626568391100005 32.393814985100008
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -8 10 -10 -11 14 -14 -9 16 -16 18 19 -17 22 -22 -18 24 26 -26 27 28 -24 -28
right_child=1 2 -4 5 -6 -7 8 12 9 11 -12 -13 13 -15 15 17 20 -19 -20 -21 21 -23 23 -25 25 -27 29 -29 -30 -31
leaf_value=0.018323229068241596 -0.025927106822829556 -0.0017395901035454115 0.00023713384814579342 -0.0012399931721056865 0.051708887407205556 0.00092534684559257812 0.0012255125746910588 -0.028030424929410089 0.00043274284746700809 -4.5252654232965403e-05 -0.0018625890852583668 0.000759206358705777 0.00040294448251459422 -0.0016019962230148805 0.042350847054319352 -0.0014291598116615593 0.00043072986940861214 -5.6620938775043274e-05 0.0038538340598838596 0.0005902447051187934 -0.001747094799006077 0.00012729766912966269 0.00032617956672271922 -0.0012367610668035118 -0.0015706953517027119 -6.1781902627196236e-05 -0.0015043875371759238 0.0021996642082058411 -0.0013674834068413411 3.1075536104694623e-05
leaf_weight=0.0012190604755265557 0.0014259682304141599 0.5179699578718403 1.005213542111967 1.0157326998332639 0.0014075215727933621 0.51614091583431942 0.51400116850244693 0.0010113469819036372 1.0042469297441128 1.4042094307442314 0.51189476355916763 1.5163958502688499 0.50553067568716969 0.5122849589552253 0.0023517194058538795 0.50887468299077887 1.512460052042498 3.5021125185194251 0.52469114947166318 0.50406098627445317 0.51418841063116971 1.0054326978206516 3.5233870561060092 0.53156970063195785 0.50814751951705606 5.5197087776447509 0.50795741289539265 0.53058674971521202 0.50947820020090251 13.059491414899677
leaf_count=134 1127 162 20 33 228 67 32 46 8 14 80 41 24 83 16 36 509 22 83 9 47 16 87 143 48 273 77 99 81 389
internal_value=1.5542e-07 -3.79059e-07 -0.000435066 1.60632e-05 0.0126382 1.51749e-05 3.3566e-06 -3.06139e-05 0.000242137 0.000128212 -0.00034223 0.000372427 5.74741e-06 -0.000606178 2.4756e-05 2.5622e-05 -2.00017e-05 0.000276609 0.00103558 -0.000424256 -2.35961e-05 -0.000506933 4.43489e-06 -2.16787e-05 5.05694e-06 -0.000188983 6.95681e-05 0.000354921 0.000112216 -2.64113e-05
internal_weight=41.7932 41.792 1.52318 40.2688 0.00283349 40.2659 39.7498 34.7991 4.95075 4.43675 1.51614 2.92061 33.7833 1.01782 32.7655 32.7645 27.7248 5.03974 1.53763 1.01294 27.7224 1.51962 26.2028 24.6903 24.1588 6.02786 18.1309 4.56345 4.03287 13.5674
internal_count=4034 3900 182 3718 1355 2363 2296 2121 175 143 88 55 2088 107 1981 1935 1785 150 128 45 1769 63 1706 1197 1054 321 733 267 168 466
is_linear=0
shrinkage=0.1


Tree=804
num_leaves=31
num_cat=0
split_feature=23 8 19 18 4 7 5 6 23 22 18 6 15 5 7 5 7 6 6 21 8 18 12 20 5 5 12 22 21 23
split_gain=3.32707e-05 3.18012e-05 3.60452e-05 0.00023266 0.000899318 0.000985337 7.2246e-05 8.88021e-05 0.000207816 7.81125e-05 6.14654e-05 0.000124828 0.000117551 0.000344626 5.80285e-05 8.21813e-05 4.055e-05 6.10242e-05 0.00025269 6.84304e-05 4.3487e-05 0.000140332 0.00030014 5.51326e-05 7.12035e-05 0.000145101 3.80995e-05 7.12073e-05 4.68256e-05 3.08795e-05
threshold=-0.50325999999999993 8.8430989333000021 14.351157895250003 12.885811969150001 164.18548070700004 22.356277907050004 20.204934414350003 16.285380505300001 0.087795000000000026 0.066710000000000019 13.3584252364 16.515385879350003 40.682889193900003 21.197160116700001 23.822419043000004 22.692834890150003 24.002506000500002 14.845346859150002 16.485385178400005 6.9016076392500008 8.3434888241000014 13.712081531300003 69.826413229550027 40.636252116050009 20.971847224900007 22.629964856950004 92.218642671200016 0.048475000000000011 0.37744949630000008 0.10469000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -4 8 -8 10 12 14 13 -9 -12 -16 20 19 -19 26 21 -5 -23 -22 -25 -26 27 -18 -28 -30
right_child=1 -3 6 16 5 -7 7 9 -10 -11 11 -13 -14 -15 15 -17 17 18 -20 -21 23 22 -24 24 25 -27 28 -29 29 -31
leaf_value=0.016546645804157458 0.046391661647754233 -0.00077180633506128589 0.0012988566309528101 -0.00014729919884539164 0.022658708287292821 -0.10009629250192636 0.00063794622266470831 0.00019074938623269127 -0.002201048996453645 0.0013319132843567904 -0.00014063347905020587 -0.0016033285917058751 1.9072959998258184e-05 0.0031698678850731556 -0.0002036990297480011 0.0015968787111277376 -0.00023322954889657454 0.002435047095178413 -9.8688179921508235e-05 -0.0011523030012123986 0.00025111904676166936 0.00029293779336361206 -0.0031283930367283089 0.00040399111345918717 -0.0015185646463852212 2.7434855419844078e-05 -0.00096436441267547734 0.0014463953021417641 4.9170909157557336e-05 -0.00075043887904860049
leaf_weight=0.0012151727777752743 0.0012576002777407022 0.52755305567235566 0.52014847361715588 4.012839842204829 0.0010297847302437185 0.0017913888223120011 0.51141760379073165 1.5073133954410853 0.52001367533580023 0.55520720515414801 4.0125550448676179 0.51582140949376842 3.879371557795011 0.52304989154717407 0.50169764027941688 0.51234749302503246 0.50144448545284048 0.53316591244713807 1.5037520972798573 0.51568962535465956 3.512632114181713 0.50110448457416967 0.52509461846929995 1.004426089464687 1.0120786821280492 1.5171179381510347 0.51064492495587899 0.5082257280100998 11.037848699980263 0.50506250273734821
leaf_count=134 64 200 74 261 310 8 49 41 66 28 107 61 91 54 26 41 64 129 14 600 63 3 305 13 24 48 288 35 784 49
internal_value=1.64246e-07 -3.16874e-07 9.54645e-06 -5.58372e-05 -0.0239375 -0.0552883 0.000143146 9.70419e-05 -0.000793382 0.000173529 0.00011737 -0.000121855 0.000341726 0.000958212 3.01719e-05 0.000706045 -5.23208e-05 5.41162e-05 0.00056452 -2.24475e-05 -0.000189852 -0.000414166 -0.00145772 -2.94365e-05 -0.000308325 -0.000591209 2.21552e-05 0.000612223 -2.72721e-05 1.41838e-05
internal_weight=41.7929 41.7917 41.2641 27.7052 0.00407877 0.00282117 13.5589 13.0388 1.03143 12.0074 11.4522 5.54242 5.90973 2.03036 5.0266 1.01405 27.7011 15.6158 2.03692 13.5789 12.0853 5.03904 1.0262 7.04625 3.53362 2.5292 13.0632 1.00967 12.0536 11.5429
internal_count=4034 3900 3700 3062 382 318 638 564 115 449 421 235 186 95 174 67 2680 1963 143 1820 717 569 308 148 85 72 1220 99 1121 833
is_linear=0
shrinkage=0.1


Tree=805
num_leaves=31
num_cat=0
split_feature=20 2 9 9 23 22 23 2 21 17 6 15 18 3 15 21 12 5 22 3 20 20 22 23 4 9 16 6 21 2
split_gain=3.47654e-05 0.000100055 0.000160301 3.55194e-05 0.00010763 0.000145625 8.82617e-05 8.22435e-05 5.96362e-05 6.3077e-05 7.43372e-05 6.33891e-05 4.88567e-05 5.39833e-05 6.20292e-05 4.44157e-05 3.82466e-05 6.86237e-05 0.000237514 0.000101918 5.08281e-05 4.64705e-05 6.89565e-05 0.000197571 3.31765e-05 5.79226e-05 3.41537e-05 5.72983e-05 5.50465e-05 0.000100438
threshold=36.620308449100001 62.147615758400008 202.37225149245003 199.68228938305 0.11922500000000003 -0.091179999999999997 0.10220000000000003 67.858768990950011 15.309137451250002 197.20536406400001 16.305380972600002 46.074827201850006 13.112573650350003 93.579850604650019 45.169600924000008 12.957322271500002 110.12280952625001 21.723721974650005 -0.06483499999999999 93.181958801350021 40.00488309970001 41.741384785950011 -0.054619999999999995 0.10157500000000001 161.32746469610001 203.06170522940002 22.614947116400003 16.455384477450004 7.6683431583000008 200.74412770730004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 6 -6 12 -2 9 11 -11 16 -5 14 15 24 21 19 -19 20 -18 22 23 -9 25 -14 28 -28 -26 -30
right_child=3 2 -4 4 5 -7 -8 8 -10 10 -12 -13 13 -15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=-0.00081836514660383784 -0.0013623591874548405 0.0022420348369142796 7.3669673177281065e-05 -0.00091221213190955807 -0.00013629056613639656 0.0022548231388300408 -0.0012441862871579955 0.0025594587249281563 -0.0011393776198523641 -0.00024319459447348795 -0.0015894769840121355 -0.0010829029729753623 6.492768602507206e-05 0.0011004196541676559 -0.0010305321876621649 0.0010088538647412945 -0.0010864773329052459 2.1076801799826291e-05 0.0021484188832026413 -0.0015877132998201881 -4.4446506935767216e-05 -0.00050222895436152358 0.00011921826583326597 -0.00022950344352516157 2.9117484752051494e-05 0.0013764231456817829 0.0013154314201076133 -0.00018859023069512347 -0.0017144359539451753 0.00027025805242858572
leaf_weight=0.50298197161665115 0.5142316635215235 0.51570285805523486 1.006021932089656 0.50480522468976019 0.5024577543150599 0.5165494083363622 0.5360764747557053 0.51561870913900276 0.51847363843734129 2.01090924504466 0.51522613737873024 0.50629313461044745 1.0009885689978624 0.5090047229750877 0.51034024859700267 0.50857797515871439 0.50764583766640026 5.3784213649765036 0.58157476853929591 0.51438253710514992 6.0097228540378014 0.50446721554133089 1.5037833879409452 0.50061257537618076 12.556480649135873 0.50748492118430011 0.51350948368508464 0.49987090984359384 0.51654449293606297 0.50355215613554716
leaf_count=40 71 415 97 67 36 42 140 52 198 332 52 76 25 64 40 62 93 333 204 30 478 107 23 6 660 61 56 3 127 44
internal_value=1.49978e-07 0.000404362 0.000808515 -2.04299e-05 7.50218e-05 0.0010758 2.03914e-05 -0.000114003 -8.11962e-05 -5.23942e-05 -0.00051778 1.87589e-05 5.77806e-05 8.55605e-05 5.53824e-05 8.8753e-05 5.35838e-05 -2.09766e-05 0.000228662 -0.000232566 -0.000125612 0.00037386 0.000549239 0.00118557 5.96854e-05 0.000506145 1.35254e-05 0.000573542 -2.82752e-05 -0.000734728
internal_weight=41.7923 2.02471 1.52172 39.7676 19.6862 1.01901 18.6672 20.0814 19.5671 19.0487 2.52614 16.5225 18.1312 17.6264 17.1173 16.607 16.0162 12.9917 5.96 7.03175 6.51737 3.02448 2.52001 1.01623 16.0984 1.50847 14.59 1.01338 13.5766 1.0201
internal_count=4034 552 512 3482 1427 78 1349 2055 1984 1786 384 1402 1209 1142 1078 1038 1326 1138 537 601 571 188 81 58 976 86 890 59 831 171
is_linear=0
shrinkage=0.1


Tree=806
num_leaves=31
num_cat=0
split_feature=8 19 23 23 8 21 5 6 2 17 20 16 17 22 5 16 23 23 16 7 21 2 21 21 21 22 3 23 15 19
split_gain=3.57976e-05 3.83856e-05 6.10595e-05 0.000110718 0.000110471 0.000162651 7.7254e-05 0.000240749 0.000152737 8.19298e-05 0.000158075 9.79679e-05 8.31904e-05 7.24141e-05 0.00018241 4.46982e-05 9.0397e-05 6.8182e-05 0.000329161 5.86241e-05 4.45598e-05 3.5528e-05 3.40085e-05 4.93157e-05 4.00798e-05 3.24478e-05 5.46538e-05 0.000243763 6.00064e-05 4.13747e-05
threshold=8.8430989333000021 14.351157895250003 0.13041500000000003 0.11379500000000002 8.2435668022500028 11.065329869750002 20.872540794500004 16.565387047600002 100.60547560250002 192.00947391610003 40.523311941050004 22.654947022900004 189.31157886915003 -0.087234999999999993 21.500664456800006 22.594947163200004 -0.27628999999999998 0.11148000000000002 22.644947046300004 23.314707969200004 11.507908610950002 139.52793115400002 8.9626214023500008 10.628103601550002 7.9499782602000009 -0.096529999999999991 83.326071295150015 0.081515000000000018 29.712811603950005 13.151061067750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 4 5 -3 7 -6 -8 12 -11 13 -10 -12 21 16 -1 18 -17 -20 22 -15 24 -24 25 29 -27 28 -28 -18
right_child=-2 2 -4 -5 6 -7 8 -9 9 10 11 -13 -14 14 -16 17 20 -19 19 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.029440854806489475 -0.00081853595223370552 0.0023765241087415749 0.00074712870639056812 -0.0013744800246166533 -0.002300539049786414 -0.00014430322654454585 0.0018081122090390256 0.00076914753461860836 -3.1530712644706889e-05 0.001940510612549307 -0.00011261632304561441 -0.0012178578410170287 -0.0011113125660991911 0.00047178609179500121 0.0022863364889611757 -0.0029276551373450328 0.0010798255246164559 4.0056379735963388e-05 -0.00055323606254158153 0.0004323366813833405 0.00092793711427154979 -0.00055946117031701725 -0.0012678850336204335 -6.0995648108094727e-05 0.00089838417839597107 6.7677682333422514e-06 0.00098159536767577658 -0.0023805505280219026 -0.00034993215505796295 0.00012677594111147939
leaf_weight=0.001042152411854568 0.52735242776403524 0.51691376590699245 1.5135907510411915 0.50605302218333825 0.5177775550178001 0.50701648704023228 0.51256667326379002 0.50436364541383227 2.4050768931325863 0.51417785189369158 2.5054088313999858 0.50738983766771628 1.0144755978687952 1.0039956244909323 0.52974449005258062 0.51791460607086692 0.51384333184745834 3.0063287960149818 1.5096542664775383 1.0055139439484717 0.51801530480666613 0.5006726640567648 0.51026493932180494 1.006215325155652 0.51107420659267688 12.541368699908068 0.51071447365208777 0.53701768478354051 1.0034247021726512 4.0129703733206075
leaf_count=190 201 96 30 26 60 31 43 19 34 38 50 41 38 55 76 51 672 26 45 34 499 4 179 92 102 625 86 251 30 310
internal_value=1.53556e-07 1.06162e-05 0.000148483 7.32605e-05 0.000136749 0.00112829 4.02005e-05 -0.000785838 0.000129138 3.33143e-05 0.000270153 9.99878e-05 -0.000351869 0.000247276 0.000690488 -5.68569e-05 1.02043e-05 -0.000297434 -0.000631948 -0.000159224 1.1621e-05 0.000128642 -1.08251e-05 -0.00046709 2.4422e-05 1.06034e-06 -7.1498e-05 -0.000550038 9.9188e-05 0.000234958
internal_weight=41.7919 41.2646 13.5592 12.0456 11.5396 1.02393 10.5156 1.02214 9.49351 8.98094 5.56139 5.04721 3.41955 4.53982 2.03441 27.7054 21.666 6.03941 3.03308 2.51517 21.6649 1.50467 21.1469 1.51648 19.6304 19.1193 14.5925 2.05116 1.51414 4.52681
internal_count=4034 3833 641 611 585 127 458 79 379 336 264 226 72 185 135 3192 3036 156 130 79 2846 59 2347 271 2076 1974 992 367 116 982
is_linear=0
shrinkage=0.1


Tree=807
num_leaves=31
num_cat=0
split_feature=23 5 23 17 18 18 9 7 15 0 22 15 16 10 7 20 10 20 21 20 21 22 5 8 20 12 8 21 6 3
split_gain=3.38214e-05 3.0456e-05 0.000137659 6.6862e-05 7.05298e-05 7.13829e-05 6.68194e-05 0.000579585 4.37369e-05 0.000619878 0.00012727 7.04702e-05 3.75309e-05 0.000113117 3.90459e-05 3.72908e-05 8.78585e-05 4.00968e-05 0.000179049 4.62844e-05 0.000822248 0.00168055 0.00139045 5.63687e-05 5.35615e-05 5.36669e-05 4.22367e-05 0.000101098 8.09153e-05 5.35529e-05
threshold=-0.50325999999999993 23.730745871350006 0.11082500000000002 199.03437346465003 13.3584252364 13.24088655595 179.18874144770004 22.407814303000006 41.492094664050008 85.242941942100018 -0.06828999999999999 42.493282152450007 22.674946976100003 61.982402197500001 22.545611589100002 36.620308449100001 69.64719632740001 38.244973486750006 7.3575695755500012 38.400997490450003 0.49227235280000009 0.035605000000000005 18.066672237450003 8.8430989333000021 38.748048509250005 86.968866757150025 8.543332867800002 10.109275982950003 16.545386580300001 93.499196860750018
decision_type=2 2 2 2 2 2 2 2 2 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 -3 7 -2 9 -8 11 -10 14 -14 -11 16 -16 18 -17 -19 21 22 -21 24 -22 -26 28 -28 29 -27
right_child=1 2 -4 -5 -6 -7 8 -9 10 12 -12 -13 13 -15 15 17 -18 19 -20 20 23 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.016712693139610806 -0.055330702564069523 -0.00043733796683091469 -0.0018009600394152355 0.0010149867807060955 -0.0012933730337404597 0.00065013970761252184 0.06050126024420556 0.042153360632709989 0.00077108634162676489 0.0008752479559827333 0.0017371371000179739 -0.00026589357902358121 -0.0016604855829036114 0.00045054853403039911 0.0015478454676746607 -0.0019427685685231299 -6.0741552349835554e-05 0.00094125546642774669 0.00069924134344719416 -0.052576737805958063 -0.0010139161004862271 -0.09487112463274211 0.063171108794665864 -0.0010517279940115123 0.0010414373757058155 4.74935328242088e-06 9.6102213062728284e-06 0.00093969708088788111 -0.0009356498602073063 -0.001032115878857851
leaf_weight=0.0012108606896593646 0.0015192629460388136 1.5080110782253138 0.50769303133454169 0.51344521493353035 0.50850634082876967 1.0064563665033857 0.0016930829962963348 0.0010189195404993285 1.0102386900025528 0.51336949880760485 0.56744199302443021 1.8654424194168084 0.50877801340175099 0.50653020971481055 0.51133396087425542 0.52096867756158061 1.0106449558589152 0.50681099810816732 0.50530678291433351 0.0020599178185872749 0.50810837268760778 0.002766508848530691 0.0020916826681514067 0.51484152097952929 0.50711796675083576 20.108763848857603 5.0207767106833492 1.5232344873970758 1.0146628154816415 0.51077812290502222
leaf_count=134 261 487 39 61 102 30 41 708 20 67 74 56 26 35 43 127 142 18 66 30 31 36 17 36 45 1125 84 41 27 25
internal_value=1.59814e-07 -3.24425e-07 -0.000261134 -4.00749e-05 -0.000219275 -2.05739e-06 2.76186e-05 -0.016197 2.87096e-05 -5.39602e-06 0.000368473 9.84018e-05 -8.38279e-06 -0.000607305 9.88718e-06 -3.66931e-06 0.00047969 -2.72118e-05 -0.000641923 -6.3375e-06 -2.24993e-05 -0.0344938 0.00573999 -1.4472e-05 3.82053e-06 2.18479e-05 3.49852e-06 0.000226104 -6.38363e-05 -2.09354e-05
internal_weight=41.7916 41.7904 4.04411 3.53642 3.02297 2.51447 37.7463 0.00253818 37.7438 34.3006 3.44312 2.87568 34.2989 1.01531 33.2836 32.7703 1.52198 31.2483 1.02628 30.222 29.7152 0.00691811 0.0041516 29.7083 29.1934 28.6853 28.1782 6.54401 21.6342 20.6195
internal_count=4034 3900 719 680 619 517 3181 969 2212 2062 150 76 2021 61 1960 1893 185 1708 193 1515 1497 83 47 1414 1378 1347 1302 125 1177 1150
is_linear=0
shrinkage=0.1


Tree=808
num_leaves=31
num_cat=0
split_feature=15 21 19 19 7 19 10 20 8 23 8 9 6 20 22 17 21 15 22 10 21 18 21 3 23 23 23 9 20 20
split_gain=3.56351e-05 0.000167907 5.00707e-05 3.77777e-05 0.000100283 5.62356e-05 0.000147078 0.000307518 7.47837e-05 4.42253e-05 4.01157e-05 5.67353e-05 0.000475046 0.000549202 5.44637e-05 4.35037e-05 3.85122e-05 2.79488e-05 0.000109693 2.70008e-05 0.000110188 3.81869e-05 6.90417e-05 0.000190993 4.18434e-05 0.000225428 3.90102e-05 0.000123217 4.1613e-05 7.77618e-05
threshold=46.074827201850006 15.285239689500001 14.651182102100002 14.551174033150001 23.150522195450005 14.451165964200003 62.057679025150001 41.50623664750001 8.3434888241000014 -0.50325999999999993 8.7431769115000026 181.33671263215004 16.525386113000007 47.709122305950011 -0.056724999999999998 188.83172615260003 14.946136646400001 20.729785921300003 0.086310000000000026 61.993156030000002 10.003699902950002 13.276755824150003 7.1067965614000004 89.695028606150018 0.094725000000000018 0.10335500000000002 0.090390000000000012 202.16842692300003 36.728658719300007 38.400997490450003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 9 7 -7 -8 -1 11 12 13 -11 15 -12 17 -13 19 20 -19 22 23 -21 26 -26 28 -28 -23 -30
right_child=1 -3 -4 4 -6 6 8 -9 -10 10 14 16 -14 -15 -16 -17 -18 18 -20 21 -22 24 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.019494884632263995 -0.0019388729802557955 0.0002784053752769089 0.00099648970047338018 -0.001553234153374656 1.3379920074855729e-05 0.00307166751532373 0.00042484682321093035 8.0635339742395569e-05 -0.0012821730393808731 -0.089377218518689613 -0.00035955240804780384 0.00039676021261690126 0.033536393035010277 0.008914226970242441 0.0012826222703377027 0.00049035402670591518 -0.00089487201332988711 -0.00098065340018879373 -0.0014746460789285651 -0.00036738249062514064 0.00013163686327579842 0.00086785474672151073 1.2686474183572757e-05 0.0023758592710499717 -0.0022545749233310246 -8.5637711503370537e-06 0.0017843016849603058 4.6738847011868533e-05 -0.0012686532161231443 -1.1413292724608036e-05
leaf_weight=0.0011630687509541762 0.5172107228912769 1.0054801009679719 0.51635251469720245 0.56018047174722996 1.5100917412523243 0.52234389554061467 0.50409490378842725 1.0052895827947876 0.52281942286889205 0.0011464710112029592 1.0022099438044385 1.5120447754740123 0.0013917807243507344 0.0011275323031404143 0.51222065536614891 1.5091696103446564 0.51459593601150899 1.3823005150546515 0.52644208955479754 0.50015289710427457 2.5039616862668481 0.50827866118914755 2.0061655098106712 0.51526745035107524 0.52466170604549622 3.0139900315151911 0.51187324446269089 2.0135248826682357 0.50802532234662123 15.557086864607252
leaf_count=132 162 20 67 84 42 65 22 40 63 704 47 498 345 330 50 32 88 48 134 6 18 27 26 48 125 130 43 90 59 489
internal_value=1.33625e-07 -0.000474735 1.80903e-05 5.38139e-06 -0.000410519 2.82316e-05 0.000481239 0.00110336 -0.000444226 -4.71267e-06 -5.35834e-06 -3.81559e-05 -0.0124781 -0.0406408 0.000342858 0.000151184 -3.67352e-05 -2.27535e-05 -4.38472e-05 -1.8353e-05 -0.000263992 1.8851e-05 0.000352764 0.00102465 -2.57188e-05 -0.000341571 3.28027e-05 0.000398926 -2.29859e-05 -5.11709e-05
internal_weight=41.7907 1.52269 40.268 39.7516 2.07027 37.6813 2.55455 1.52763 1.02691 35.1268 35.1256 32.102 0.00366578 0.002274 3.0236 2.51138 32.0984 31.5838 30.0717 29.5453 3.88626 25.659 3.02159 1.01542 22.6374 3.53865 19.0988 2.5254 16.5734 16.0651
internal_count=4034 182 3852 3785 126 3659 190 105 85 3469 3337 3208 1379 1034 129 79 1829 1741 1243 1109 66 1043 80 54 963 255 708 133 575 548
is_linear=0
shrinkage=0.1


Tree=809
num_leaves=31
num_cat=0
split_feature=9 0 18 17 9 16 15 7 7 20 6 22 17 22 20 14 20 4 4 7 21 22 4 22 6 2 15 9 17 16
split_gain=3.0659e-05 7.55605e-05 0.000605695 7.24834e-05 0.000153138 4.96112e-05 8.29131e-05 0.000337144 3.89412e-05 0.00028287 0.000114346 5.58007e-05 0.000229783 9.47707e-05 3.22823e-05 9.69106e-05 4.33024e-05 0.00017696 4.08011e-05 9.30454e-05 7.1575e-05 0.00011145 4.64747e-05 3.7333e-05 7.29502e-05 6.86894e-05 0.000102696 3.69684e-05 6.60577e-05 0.000154734
threshold=187.94830913940004 85.732241321850012 12.885811969150001 187.77231677760003 181.33671263215004 22.674946976100003 17.855957135100002 25.885815614200002 22.907491544400003 40.750688432250008 16.465384711100004 0.26336000000000009 175.0619478289 0.12427500000000002 36.620308449100001 161.40546423680004 38.748048509250005 157.07313959035005 250.05420802265002 23.150522195450005 4.1284891430000012 -0.11572 232.62504358260003 -0.056724999999999998 16.435384010100005 217.08409765600001 46.074827201850006 203.06170522940002 201.96256717700001 17.809958352600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 6 7 -4 9 10 -8 12 -10 14 15 -14 17 -16 19 -18 21 -20 27 25 -25 -22 -27 -21 29 -29
right_child=1 2 5 4 -6 -7 8 -9 11 -11 -12 -13 13 -15 16 -17 18 -19 20 22 23 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=2.671825175666861e-05 -0.0011884034997759101 -0.043673580997234618 0.06176365249301724 -0.00025903860704690136 0.0021916498741877534 0.00096048437273662775 -0.00061716961677014568 -0.014588074529814886 0.04338023956446637 -0.0024642883772209123 0.00088852240233139974 -0.0010352276777284728 -0.00043250787604168076 0.0013558892452545811 0.00024466415121203515 0.0015206932769025858 0.0014403153745204591 -0.0020125461530403799 0.00013422147068761208 -0.0001626434447816789 -6.7445441642474452e-05 -0.0019580790770007388 0.00046459067132923506 -2.8068287379499171e-05 -0.00084294584768600646 0.0018406059546690553 0.00010389659128102597 -1.525212617866739e-07 -0.00012760080867175552 0.001512013564070174
leaf_weight=3.3761124146886292 0.55401625989094228 0.0031769741690358391 0.0010267440024608323 0.50086421159319738 0.51939280709292346 0.52139432331750768 1.0052476514501902 0.0013242318971480316 0.0012221963918354053 0.52663119742180686 1.0122479105260707 0.50767540007056666 0.50343764272565994 0.52235451849232717 1.001740716567838 0.51274962063421725 0.51114374504323379 0.53165733593222908 0.50153287017854353 7.0253516076783189 5.5321737685013126 0.51704517327643518 2.5156030114840169 4.0185777395188556 1.5119426638339062 0.51451570975445537 1.0066481805779401 2.0055197044253537 3.5066157515889245 1.02127415390089
leaf_count=1072 247 20 74 529 117 65 23 267 40 60 29 52 11 82 6 93 16 176 42 208 145 166 55 71 32 83 21 61 52 119
internal_value=1.29545e-07 -2.92394e-05 -1.18073e-05 0.000249931 0.000988559 -8.0417e-06 -2.19473e-05 0.0187571 -2.31631e-05 -0.000400442 0.000138289 5.26097e-06 2.11423e-05 1.9549e-05 -1.77344e-06 0.000553042 -1.95468e-05 -0.000537952 6.78558e-06 0.00011207 -0.000121588 -0.000927861 6.98333e-05 -5.63255e-05 -0.000250841 9.61939e-05 0.000691318 -3.40738e-06 0.000167819 0.000510069
internal_weight=41.7902 37.3938 36.8398 4.39637 1.02026 36.8367 36.3153 0.00235098 36.3129 2.54413 2.0175 33.7688 33.2611 33.2599 32.7375 1.01619 31.7213 1.5334 30.1879 16.5855 13.6024 1.01858 16.0744 12.5839 5.53052 7.05334 1.52116 13.5588 6.53341 3.02679
internal_count=4034 2316 2069 1718 646 2049 1984 341 1643 112 52 1531 1479 1439 1357 104 1253 182 1071 511 560 208 495 352 103 249 104 440 232 180
is_linear=0
shrinkage=0.1


Tree=810
num_leaves=31
num_cat=0
split_feature=8 19 15 17 22 9 23 21 21 22 5 8 21 22 16 20 23 21 20 20 3 10 3 15 12 2 23 2 17 19
split_gain=3.57879e-05 4.33212e-05 7.59282e-05 0.000118323 8.69059e-05 0.00029685 0.000189557 0.000286303 0.000112583 0.000186612 5.88954e-05 9.9093e-05 4.74484e-05 0.00016653 4.66794e-05 7.55849e-05 0.000259608 4.64916e-05 3.14835e-05 6.75342e-05 2.78204e-05 2.64872e-05 0.000174193 0.00724955 0.00349896 0.00534997 0.00214626 0.000596496 0.000390814 0.000109353
threshold=8.8430989333000021 14.351157895250003 46.074827201850006 203.72643944000004 -0.078649999999999984 200.95377551580003 0.088435000000000027 14.946136646400001 10.109275982950003 -0.10946499999999999 21.454033346250004 8.4434108459500017 5.3092490988000014 -0.11572 22.594947163200004 41.50623664750001 0.41214500000000009 11.507908610950002 41.147265497500008 40.467253020850002 93.394346993650018 66.590419433100024 83.538459487450012 30.046989284200006 145.97209859650005 122.61368745920002 0.11531000000000002 192.44078413960003 201.53484968420003 14.251149826300002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 4 -4 8 6 7 -6 12 -10 -8 -12 13 -3 17 18 -17 20 19 -16 21 29 -23 -24 28 -26 27 -27 -25 -1
right_child=-2 2 3 -5 5 -7 10 -9 9 -11 11 -13 -14 -15 15 16 -18 -19 -20 -21 -22 22 23 24 25 26 -28 -29 -30 -31
leaf_value=0.0011283346812225373 -0.00081854407122154335 7.2517656588548909e-05 -0.0017442187607072191 0.0004127176338470257 0.0031549869852797044 0.0027723329332765521 -0.00040274736934921399 -0.00018855734450676158 -0.00042648168894024349 0.0022786416895266884 0.0010834391707659869 -0.00021233418668257866 -2.4596597081094493e-05 -0.0021348636230799902 0.00018470422871819616 -0.0027414036794740394 2.1218562756835624e-05 0.00094310818744174963 0.00027122952581033337 -0.00076160563464599802 -0.00074948447666397426 2.5410255439130506e-06 0.00065783055715003269 -0.09624037819077233 0.10003347948854967 -0.095088268334431528 0.054536913946839419 -0.02481575574267204 -0.049085807391029662 -3.2761377403677273e-05
leaf_weight=1.0167785080705556 0.52722339232595672 1.0020860916199574 0.51248192780666701 0.50488828045021705 0.5197532069121269 0.52456548006557557 2.0051127975239069 0.50486672860552062 0.50535278011648188 0.5147933141524843 1.0146635716029808 1.4107393322810819 4.0213866648948766 0.51867322666294002 1.50789870745757 0.51538454654225052 1.000445803642833 0.51834239076023081 1.5062852332289365 1.5086950790278022 0.50408360847520128 15.055408195472369 0.53462743597706541 0.011430592161048025 0.0030324776889756331 0.0052360520685397205 0.0014654394663011772 0.0015701312449678539 0.002076973642942904 4.0106243395530328
leaf_count=77 201 30 93 24 102 69 26 14 20 36 39 24 88 76 33 72 7 538 24 20 524 1327 253 123 3 44 6 85 15 41
internal_value=1.35456e-07 1.05959e-05 0.000157056 -0.0006738 0.000224452 0.000500211 0.000281724 0.0015075 -2.68251e-05 0.000938597 -1.75506e-06 0.000329751 -0.000204531 -0.000680336 -6.10885e-05 -0.000306956 -0.000918077 7.44335e-06 -0.00010214 -0.000288576 -1.54918e-05 2.43227e-06 -6.18428e-05 -0.00179451 -0.0546362 -0.0135863 -0.0552407 -0.078877 -0.0889897 0.000202067
internal_weight=41.79 41.2627 13.5594 1.01737 12.542 5.9797 5.45514 1.02462 6.56229 1.02015 4.43052 2.4254 5.54215 1.52076 27.7034 6.03871 1.51583 21.6647 4.52288 3.01659 21.1463 20.6423 15.6148 0.559439 0.0248117 0.0113041 0.00827162 0.00680618 0.0135076 5.0274
internal_count=4034 3833 641 117 524 274 205 116 250 56 89 63 194 106 3192 156 79 3036 77 53 2498 1974 1856 529 276 138 135 129 138 118
is_linear=0
shrinkage=0.1


Tree=811
num_leaves=31
num_cat=0
split_feature=8 8 19 20 15 22 20 17 17 17 7 22 19 0 5 6 23 9 7 0 2 15 22 0 21 3 8 13 13 18
split_gain=2.89632e-05 3.76028e-05 4.78828e-05 0.000123991 2.44123e-05 3.44315e-05 0.000233706 0.000806742 0.000223547 0.000190966 0.00136199 0.000570798 2.21527e-05 9.04024e-05 9.67682e-05 5.77228e-05 0.000134457 8.27957e-05 0.000277365 8.56648e-05 9.61153e-05 0.000215434 7.91768e-05 0.000197264 3.84237e-05 4.00633e-05 9.3756e-05 4.08782e-05 4.73617e-05 3.7593e-05
threshold=8.8430989333000021 8.7431769115000026 14.151141757350002 42.488347682450005 20.729785921300003 0.22598000000000004 34.654301448200009 199.84861692095004 194.73806315685002 179.11813834395002 23.779256055650006 -0.056724999999999998 14.351157895250003 88.872360418250011 20.204934414350003 16.395383075500003 0.097970000000000015 192.57902085675002 22.381996090050006 86.329079026800017 169.97615743665003 36.742238227650013 -0.090495000000000006 85.812895065800021 14.824703203750003 93.394346993650018 8.543332867800002 117.63886241405002 117.57971633515002 13.154691941050002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 7 8 -6 10 11 -8 24 14 -14 16 -16 18 -17 22 -21 -22 -19 -24 25 27 -27 28 -11 -18
right_child=-2 2 3 -5 5 -7 9 -9 -10 12 -12 -13 13 -15 15 17 29 19 -20 20 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00037889809589197992 -0.00073629585118400954 2.4795933993081524e-05 0.0019992435933777549 -0.00020804455289103542 0.028110542273760298 -0.00084372569706411881 -0.01367354778857275 -0.044871591984834897 0.091880074596095984 -9.745252844559645e-06 -0.098406747677102169 0.080034057456670263 0.0014941132439144312 -0.0012056249364903117 -0.0017902439867073219 1.5134299547848256e-05 -0.00042851364937493224 -1.2938060218197471e-05 0.002715526420112187 6.6395616073947828e-05 -0.00032574756512079102 0.0025813502133356686 0.00024303760240699558 -0.0024792871606371062 -0.00093430928572219062 -0.0016439157578315496 -0.00012596876680217819 0.00087584254779565275 -0.00098764725458764494 0.00079275527025007657
leaf_weight=1.5125246806835182 0.5274930362304876 1.5017733765080274 0.5171878733505082 0.50103310465199336 0.0010576555970994708 0.51399035960004269 0.0018283481111084215 0.0010615439026446793 0.0011446623866504524 20.125872649785066 0.0014910125657325857 0.0010086228356685064 0.50848604392376451 0.51761389405874147 0.52197096547591115 1.3649775239271082 0.50010007244526355 2.0026295247550299 0.52729876405720677 4.0053717806949862 0.50089528581702303 0.5190874755353434 0.54772971062869202 0.51781434489021194 0.5098770550735513 0.51062805154667801 2.0030269479134404 0.50613370408245728 0.50775865507784956 0.50815777045545474
leaf_count=1315 201 16 41 8 94 100 255 31 13 1013 24 121 33 79 86 46 18 32 82 73 24 29 24 29 103 76 23 8 8 29
internal_value=6.6985e-09 9.42015e-06 0.000383725 0.00091311 -1.49283e-05 -3.09293e-05 -1.955e-05 0.0267382 0.061255 -2.1929e-05 -0.0210263 0.0196421 -1.94524e-05 8.83779e-05 0.00014408 8.44701e-05 -0.00048745 0.000172111 0.000767621 3.28804e-05 0.000287088 0.00115373 -0.000383486 -0.00107991 -7.54225e-05 -5.69082e-05 -0.000434327 -1.20306e-05 -3.38098e-05 0.000187001
internal_weight=41.787 41.2595 2.51999 1.01822 38.7395 37.227 36.713 0.00326386 0.00220232 36.7098 0.00432798 0.00283697 36.7054 12.5421 12.0245 11.516 1.53023 9.9858 1.89228 8.09353 5.02535 1.01998 3.06817 1.06554 24.1633 23.6534 2.51365 21.1398 20.6336 1.00826
internal_count=4034 3833 65 49 3768 2453 2353 138 107 2215 400 376 1815 584 505 472 133 339 128 211 126 53 85 53 1231 1128 99 1029 1021 47
is_linear=0
shrinkage=0.1


Tree=812
num_leaves=31
num_cat=0
split_feature=15 21 19 16 16 18 18 5 23 12 12 7 6 9 18 17 0 20 12 6 3 21 23 23 6 21 14 9 20 17
split_gain=3.1302e-05 0.000198846 4.12383e-05 3.06467e-05 8.98151e-05 9.66594e-05 5.22103e-05 0.000206448 0.00662826 0.00198961 0.000817539 5.3276e-05 5.08827e-05 0.000240707 4.88686e-05 0.000104336 0.000132827 8.57229e-05 4.06479e-05 3.57299e-05 9.21963e-05 2.96204e-05 3.79446e-05 4.79314e-05 3.34112e-05 3.9071e-05 0.000115224 2.47898e-05 0.000105259 7.08967e-05
threshold=46.074827201850006 15.285239689500001 14.651182102100002 22.624947093000003 22.614947116400003 13.043896815850003 13.276755824150003 21.197160116700001 0.085910000000000028 121.36065266065002 183.50495173450003 22.938075114600004 16.455384477450004 197.29115675710003 13.327513832500001 188.19076296340003 86.479632682150012 40.636252116050009 132.72446965985003 16.355382140900002 93.579850604650019 13.656939542650003 0.13041500000000003 0.11002000000000002 16.565387047600002 8.9626214023500008 179.86971370815004 203.06170522940002 36.893814626400008 197.20536406400001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 7 -1 -9 -10 18 -8 13 19 15 -14 -17 -16 -11 -5 -21 22 23 24 25 27 -27 28 -13 -30
right_child=1 -3 -4 12 5 -7 11 8 9 10 -12 21 14 -15 17 16 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00073073926840046786 -0.0020394628334023351 0.00037391221247902603 0.00090506671648406365 -0.00022218154740439179 4.1233552243128935e-06 -0.0013812768246911694 -0.0010426981978921776 7.8782378251704107e-05 -0.010567639337125033 0.099754860141370624 0.038288243931292196 0.0013188920663030903 -3.1966307100894267e-05 0.0024311474570373045 0.00024352571309654413 0.0022074894886822496 -7.9736290190790285e-05 -0.0010612052925561282 0.085909948393219776 0.0014974101975495776 -0.00041259050907754575 -0.00076245376432901269 0.00086026325732001588 -0.00096773431545583901 0.00057319818641977667 0.00045694435373364603 -0.0016708519949677162 0.00013388905429767317 -1.3028300150160556e-05 -0.00061256197618682069
leaf_weight=0.51187304276936463 0.51675171585737345 1.0061158184955088 0.51601660556427376 1.5047393471472776 1.0010127288296637 1.0135010949971386 0.50770431670868177 0.50582362894816146 0.0028642225459553075 0.0069709804492248395 0.003320473452747664 0.51379116554932913 4.9176004384615979 0.53024728767036311 1.0031329350509852 0.5156407163738661 0.5002077094395645 1.0111551900315054 0.0030477192590918634 0.50762834677880142 0.50328582485781226 0.50992443234274887 0.51102283622548483 0.51201329269985052 1.0092018544710288 0.50270956038161863 0.51543757837483806 9.5639362261493943 9.0366790013174505 2.5231393873627921
leaf_count=62 162 20 67 25 10 33 275 532 32 25 17 223 105 81 23 36 4 28 38 28 15 243 63 88 31 12 313 733 437 273
internal_value=2.05285e-08 -0.000445014 1.68528e-05 5.32171e-06 -4.89731e-05 -0.000692871 -4.62697e-07 0.000696286 0.00209555 0.0650534 0.0812909 -2.84865e-05 0.00014733 0.000494849 1.41468e-05 0.000158624 0.00108125 -0.000411438 0.0955432 8.67177e-05 0.000546512 -8.05147e-06 7.53056e-06 -1.04935e-05 1.02174e-05 -1.48607e-05 -0.000620254 1.36258e-05 -8.16389e-05 -0.000143887
internal_weight=41.7865 1.52287 40.2636 39.7476 28.754 2.01451 26.7395 1.0339 0.522027 0.0162034 0.0133392 25.7056 10.9936 3.0459 7.94774 5.93345 1.01585 2.01429 0.0100187 2.51565 1.01091 25.1979 24.6879 24.1769 23.6649 22.6557 1.01815 21.6375 12.0736 11.5598
internal_count=4034 182 3852 3785 3440 43 3397 706 644 112 80 2691 345 149 196 145 40 51 63 68 43 2416 2173 2110 2022 1991 325 1666 933 710
is_linear=0
shrinkage=0.1


Tree=813
num_leaves=31
num_cat=0
split_feature=8 19 23 9 17 23 20 21 10 10 6 15 5 9 16 21 16 16 18 15 2 21 6 23 15 0 9 23 15 9
split_gain=4.27027e-05 2.97856e-05 7.36425e-05 0.000117086 0.000172436 0.000100326 0.000178701 0.000181516 0.000300262 8.98618e-05 0.00013455 8.18123e-05 6.25466e-05 4.47225e-05 4.1298e-05 6.31173e-05 3.04043e-05 6.90831e-05 0.000124749 0.000251686 5.27493e-05 3.80996e-05 3.72051e-05 2.47032e-05 2.40325e-05 5.13783e-05 9.66552e-05 6.24618e-05 4.11886e-05 6.83157e-05
threshold=8.8430989333000021 14.351157895250003 0.13041500000000003 188.96048214565005 187.61467154115005 0.10301500000000002 40.040005255000004 5.3092490988000014 62.111448187750007 62.030794443850006 16.525386113000007 37.050691080100002 22.387336278850004 204.89606367675003 22.584947186600004 8.449163415300001 22.594947163200004 22.634947069650003 13.043896815850003 36.207782793200003 147.36057300110005 11.507908610950002 16.445384243750002 0.12746000000000005 20.729785921300003 96.959242474650011 198.74336288960004 0.10301500000000002 28.504445985850001 203.06170522940002
decision_type=2 2 2 2 2 2 2 2 2 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 -3 6 -5 8 -8 -7 -11 -9 -13 14 -14 -16 21 18 -18 -20 -19 23 -22 24 -1 27 -27 28 29 -26
right_child=-2 2 -4 5 -6 9 7 11 -10 10 -12 12 13 -15 15 -17 17 20 19 -21 22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0003875232578664126 -0.00089442667042350537 4.9428834481142242e-05 0.00079035587403152767 0.001926231863556915 0.0023542961872689738 -0.00016475767959410503 -0.0029241957694474373 -0.00042849137918823271 0.00049566666143857792 -0.0024547467683230413 -0.00014832125516729572 0.00094508279654260301 0.0003404359063420962 0.00070262303560184123 0.00022959368046861933 -0.0013521776725457502 6.8379679180392296e-05 -0.00063236829931669904 9.4056493343998881e-05 -0.0030534846910766265 0.00069843780376777672 0.0008548208447561157 -4.6279151566662692e-05 -0.0007043274334685495 0.00014738827941991297 -0.0015874810147521693 -0.00014678644819519853 0.0011635541096161907 -6.1558496122835681e-05 0.0014146833324134144
leaf_weight=1.5110800898658592 0.52689180838577598 0.86349108575470335 1.5139875939812544 0.51779957779581209 0.52009937330463885 2.053417137286488 0.51746087182244049 1.505389151856434 0.50953394251700956 0.51235353025799646 0.49953899487445597 1.5212275149303875 1.0051602564606348 1.0081273916584903 0.50207422917260636 0.50701975096124841 1.0014593396978893 1.0095552698733175 0.50031492114067055 0.51612510513325116 1.0080066636126264 0.5179189286722331 2.0055794097329263 0.50498005263375034 2.5151781289773321 0.50858800511087476 5.5187956052838638 0.51528927842991912 9.557737336166042 0.51194920684315537
leaf_count=1035 201 37 30 45 94 28 115 33 89 40 6 42 20 19 15 28 13 29 2 40 36 538 36 50 446 132 249 60 472 54
internal_value=1.37022e-07 1.15608e-05 0.000133019 5.03795e-05 0.000915841 -6.19606e-05 0.000132959 1.73265e-06 -0.00122746 -0.000544841 -0.00131614 0.000210425 0.00042211 0.000158887 -0.00011325 -0.000565168 -4.78765e-05 -0.000246256 -0.000723744 -0.00150419 -6.76022e-06 7.44813e-06 0.000202819 -1.33085e-05 3.59914e-06 -2.6731e-05 -0.000268352 8.44388e-05 4.02542e-05 0.000361714
internal_weight=41.7861 41.2592 13.5567 12.0427 1.38359 10.6591 7.59379 7.07599 1.02699 3.06531 1.01189 6.049 4.54361 3.02238 2.01425 1.00909 27.7026 6.04104 2.0179 1.01644 4.02314 21.6615 3.01359 21.1436 20.6386 19.1275 6.02738 13.1002 12.5849 3.02713
internal_count=4034 3833 641 611 131 480 406 361 204 74 46 157 124 82 63 43 3192 156 55 42 101 3036 72 2498 2448 1413 381 1032 972 500
is_linear=0
shrinkage=0.1


Tree=814
num_leaves=31
num_cat=0
split_feature=8 8 2 20 6 18 0 18 20 20 22 23 17 6 22 17 3 22 16 2 7 6 0 6 5 20 0 18 6 21
split_gain=3.45697e-05 3.85025e-05 6.50659e-05 0.000117444 2.45104e-05 0.000222246 0.000792519 0.00378533 0.00153537 9.89728e-05 0.000113278 0.000341266 8.01518e-05 6.62129e-05 0.000226372 0.000453613 0.000162486 6.50014e-05 5.52944e-05 5.16986e-05 5.05364e-05 0.000160405 4.98509e-05 4.32446e-05 0.000101057 7.0906e-05 3.4193e-05 0.000291362 0.000191298 4.48035e-05
threshold=8.8430989333000021 8.7431769115000026 74.580378076100018 41.32819714970001 16.465384711100004 12.867440043550003 85.791387400750025 12.993189857450002 42.522337019050006 40.583589072600013 -0.059424999999999999 0.10507500000000002 192.94032447935004 16.385382841850003 -0.086139999999999994 188.19076296340003 93.090551224900011 -0.074999999999999997 22.654947022900004 83.586740321150003 23.604435110900003 16.505385645700006 86.382848189450016 16.235379337050002 20.769304081650002 41.32819714970001 93.399723909900004 13.843998451900001 14.745344522600002 6.9016076392500008
decision_type=2 2 2 2 2 2 2 2 2 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 -1 7 -7 -9 12 17 -12 19 16 -15 -16 18 20 23 -6 21 -11 -23 24 26 -25 27 -8 29 -28
right_child=-2 2 3 -5 9 6 13 8 -10 10 11 -13 -14 14 15 -17 -18 -19 -20 -21 -22 22 -24 25 -26 -27 28 -29 -30 -31
leaf_value=0.038307216232820587 -0.00080450810186441448 -0.00023674934553655973 0.0020378220949682411 0.0001761893272055062 0.0010470323912907798 -0.083940830031821331 0.00010788265769971352 0.095928482609510715 -0.025507222077868694 -0.0021571095107578535 -0.0031847847547913769 -3.0286205981933388e-05 0.0014322337947748408 3.0312784409272268e-05 -0.00047551402397108381 0.0037173536464323908 -0.0018158107939198872 0.00093763022746534089 0.0010156769145935637 -3.6422186460712469e-05 1.8509592877562655e-05 1.1482938621827175e-05 -0.0010995086410216233 -0.0002395496752618932 -0.0014350230535428252 0.0014315056701426829 -2.4167329677507561e-06 -0.0025057603237904512 0.0019020539807088255 -0.00095275704085952912
leaf_weight=0.0015177725431020353 0.52718638954716723 1.0010153596731464 0.5103573848795121 1.0085716125040205 0.50577260270612656 0.0021404025491823268 2.5076783349443148 0.0049128321140454569 0.0013211524515984036 0.50958222442901258 0.52029683260102011 1.0061535399821506 0.51363709912720867 4.5074696897208923 0.5038409892143878 0.52886781633242208 0.51023818405447485 0.50517263826259284 0.51358094120177966 3.4078608361509364 3.5092413915915373 2.0115786727913387 0.50533962631016027 0.50587277550766774 0.52757785031264148 0.50983325386368961 13.562663474436837 0.51393385395781521 0.52775845689316803 0.51491670936609679
leaf_count=115 201 9 33 23 27 22 66 42 61 38 175 22 39 50 8 111 40 14 47 184 62 201 7 27 212 33 1241 113 101 710
internal_value=1.44575e-07 1.04261e-05 0.000389186 0.000801695 -1.42121e-05 4.23005e-05 4.00444e-05 0.030798 0.0701929 -0.000126171 -0.000324562 -0.00110551 0.000257741 3.00352e-05 0.000336278 0.00167173 -5.39815e-05 -0.000155254 -8.31187e-06 0.000103596 -0.000239727 -0.000539154 -0.000211579 -3.57451e-05 -7.12709e-05 0.000599236 -3.04535e-05 -0.000336661 3.2896e-05 -3.71774e-05
internal_weight=41.7859 41.2587 2.51994 1.51893 38.7388 25.7441 25.7426 0.00837439 0.00623398 12.9946 8.56736 1.52645 4.42727 25.7342 5.54018 1.03271 20.1941 7.04091 19.6838 3.91363 6.53574 3.0265 2.51692 19.1702 18.1545 1.01571 17.627 3.02161 14.6053 14.0776
internal_count=4034 3833 65 56 3768 2999 2884 125 103 769 519 197 250 2759 169 119 2590 322 2550 211 308 246 208 2503 2443 60 2231 179 2052 1951
is_linear=0
shrinkage=0.1


Tree=815
num_leaves=31
num_cat=0
split_feature=15 21 9 19 16 3 22 13 5 6 9 21 21 3 17 6 3 20 21 20 22 12 23 18 6 6 17 5 17 18
split_gain=3.65023e-05 0.00014165 0.000212824 5.65431e-05 3.92767e-05 5.15917e-05 0.000189928 0.000457057 4.85354e-05 4.56465e-05 0.00020991 4.8055e-05 0.000136551 5.04063e-05 4.42869e-05 3.14687e-05 7.17347e-05 2.83298e-05 0.000125112 7.20094e-05 0.000277902 9.58504e-05 7.03004e-05 3.3106e-05 5.73688e-05 5.24198e-05 2.86616e-05 2.44249e-05 2.54935e-05 2.19232e-05
threshold=45.560261772200008 13.996357022800002 193.67618212375001 14.651182102100002 22.624947093000003 93.216908757050007 -0.091919999999999988 117.63886241405002 21.454033346250004 16.455384477450004 197.29115675710003 5.1185473364500007 1.6974749567000003 93.663192806700025 187.77231677760003 16.355382140900002 93.579850604650019 41.975471476700008 4.797392351550001 41.481306584950012 -0.099639999999999992 208.68539434980002 0.11002000000000002 13.659439901750002 16.515385879350003 16.355382140900002 191.46721301340003 19.327153142150006 191.86029796145002 15.981927061500002
decision_type=2 2 2 2 2 2 2 2 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 17 8 -8 -7 10 15 12 -11 -13 -15 -6 -17 19 -19 21 -21 22 29 24 -20 26 -25 28 -28 -1
right_child=1 -3 -4 -5 9 6 7 -9 -10 11 -12 13 -14 14 -16 16 -18 18 23 20 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-3.1927703587885539e-05 0.00018805982709335731 0.00024810613117828666 -0.0027002001467159209 0.0010632493200227022 -0.00016710906113944139 -0.00016809291476529116 -0.0035975428959569237 0.00061340152369444585 0.0010321424949900151 -4.6061581165662081e-05 0.0023129776034635915 -0.00043989412056131411 0.0018568371319668501 -0.0001508476406564623 0.00070545140070134456 0.0013936216874091724 -0.00029118525613056956 0.0016550073280280056 0.0013255573112475084 5.1403270426270667e-05 -0.0026331831927471358 0.0013377617920883476 -0.0011971308753002286 -0.00067032102792467427 -0.00018379445558629992 -0.0010172444550297873 0.00071541862174939231 0.00077606271513784824 -3.9905783425905581e-05 0.0006366239117567452
leaf_weight=15.092424735366761 0.5027094987040639 1.5063167126090915 0.51800623033523818 0.51654373356427541 1.5051791777573278 1.0042573016016827 0.52386890945760034 0.50742245611164094 0.50701918824675485 1.4045250871446624 0.52967985344162105 2.5134689015931144 0.51552099867242862 1.5019209254665304 1.0102402363927536 0.50725959733244941 0.5036091018228035 0.5184244231915266 0.50707668961854657 1.5030940165631497 0.51865331986929009 0.51495787063630416 0.51549761202728461 0.50737346163251817 0.50025986740365624 0.50625275253696589 0.50295000256375111 0.5075331635967143 4.0061992598109928 0.50696989031170403
leaf_count=584 42 35 131 67 23 17 240 22 445 41 79 32 49 32 31 28 15 405 76 57 118 380 113 284 3 21 6 43 315 300
internal_value=1.89852e-07 -0.000368201 -0.00127771 2.3903e-05 1.00453e-05 -4.93115e-05 -0.000479389 -0.00152565 0.000234575 0.000180845 0.000503621 3.93047e-05 0.000464855 -0.000123277 0.000193504 0.000122714 0.00055426 -7.58703e-06 0.000155762 -7.37626e-05 -0.000637293 -5.25227e-06 -4.81688e-05 4.53213e-05 0.000575988 -4.33243e-05 4.59307e-05 0.00011837 4.4343e-05 -1.02002e-05
internal_weight=41.7852 2.52703 1.02072 39.2582 38.7416 28.7502 2.54257 1.03129 1.51128 9.9914 3.04573 6.94568 1.92005 5.02563 2.51216 2.51605 1.01087 26.2077 7.55607 18.6516 2.02175 16.6299 16.1149 7.03765 1.00734 6.03031 5.52406 5.01668 4.50915 15.5994
internal_count=4034 208 173 3826 3759 3429 724 262 462 330 145 185 90 95 63 66 43 2705 1153 1552 175 1377 997 748 79 669 648 364 321 884
is_linear=0
shrinkage=0.1


Tree=816
num_leaves=31
num_cat=0
split_feature=8 19 15 22 22 9 23 21 6 21 6 9 22 16 20 23 21 2 20 21 21 21 8 17 20 21 23 8 9 4
split_gain=4.74523e-05 3.18183e-05 8.8366e-05 0.000125449 0.00010882 0.000232261 0.000122752 0.000263795 8.83557e-05 5.93697e-05 5.50721e-05 4.72156e-05 3.99956e-05 3.89899e-05 6.4326e-05 0.00023717 5.7093e-05 3.64557e-05 3.42159e-05 3.13548e-05 4.85924e-05 3.36725e-05 2.72776e-05 2.66498e-05 2.54439e-05 2.31244e-05 2.45004e-05 6.56565e-05 2.38216e-05 4.29169e-05
threshold=8.8430989333000021 14.351157895250003 46.074827201850006 -0.086139999999999994 -0.078649999999999984 200.95377551580003 0.088435000000000027 14.946136646400001 16.405383309150004 5.4349223666500004 16.465384711100004 188.96048214565005 -0.02903 22.594947163200004 41.50623664750001 0.41214500000000009 11.507908610950002 125.56293566760002 41.147265497500008 8.9626214023500008 10.628103601550002 7.9499782602000009 8.4434108459500017 198.10578792550004 40.467253020850002 6.9016076392500008 0.10546000000000001 8.543332867800002 203.06170522940002 249.29025409490001
decision_type=2 2 2 2 2 2 2 2 2 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 4 -4 8 6 7 -6 -3 23 -11 -8 -13 16 18 -16 19 -12 24 21 -21 25 -22 -10 -15 26 28 -28 29 -1
right_child=-2 2 3 -5 5 -7 11 -9 9 10 17 12 -14 14 15 -17 -18 -19 -20 20 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.0382212501319314e-05 -0.00094301945409740314 -0.0013203236327109583 0.00036147805791428495 -0.0018602904894491374 0.0028965686605331737 0.0025307556005174522 0.00058621012570082278 -0.00031516738480697414 -0.00076949436935724673 0.00062855640229785145 0.00031369875813391969 0.00024707027011960578 -0.00047563895589114718 1.1553624649948704e-05 -0.0025795771706048098 6.0267631282965698e-05 0.0010500530471537872 -0.00053658048480305972 0.00030426441991272921 -0.0012454152597287207 -0.00056815739504692802 0.00082325882030780367 0.00047309892004835985 -4.1147338239839333e-05 -0.00056929064841565338 -0.00066558233690629937 -0.0012570683279621096 0.00035317922258615026 0.0001730063185383116 -0.00095537986360534871
leaf_weight=9.0493361322236101 0.52666030510431383 0.52096741259728574 0.50396480786542419 0.51265991653745746 0.51874980933945447 0.52363294803126326 1.3694356888372565 0.50438260773717047 1.0093870583941682 2.0122937171963713 1.0098975580513072 1.5071879639144754 1.55659409846659 1.5061497214956028 0.5157249916685448 1.0007075372095642 0.51859484137601697 1.0070888519978778 1.5065794501001617 0.50990183363928943 0.50281454918315616 0.5106617061579567 0.50354032926406944 1.0001029647373796 1.5105027198305832 0.5074432164109578 0.5113028970472786 0.50165651760471519 8.0394742033633069 0.50753520459843215
leaf_count=797 201 97 48 69 102 69 34 14 36 30 29 19 36 33 72 7 538 27 24 185 84 116 12 31 20 156 114 5 594 435
internal_value=1.91503e-07 1.22316e-05 0.000137767 -0.000758908 0.000210463 0.000518998 0.000325934 0.00131325 -7.0804e-05 3.69927e-05 0.000258423 9.80736e-05 -0.000120111 -4.92011e-05 -0.000273882 -0.00083752 1.34423e-05 -0.000110849 -8.49205e-05 -1.19828e-05 -0.000450117 2.18639e-05 -4.71538e-05 -0.000407003 -0.000279288 4.56434e-07 1.86181e-05 -0.000459612 4.61481e-05 -6.0568e-05
internal_weight=41.7849 41.2583 13.5563 1.01662 12.5397 5.97998 5.45635 1.02313 6.55974 6.03877 4.02928 4.43322 3.06378 27.7019 6.03966 1.51643 21.6623 2.01699 4.52323 21.1437 1.51626 19.6274 1.00635 2.00949 3.01665 19.1167 18.6093 1.01296 17.5963 9.55687
internal_count=4034 3833 641 117 524 274 205 116 250 153 86 89 55 3192 156 79 3036 56 77 2498 281 2217 96 67 53 2101 1945 119 1826 1232
is_linear=0
shrinkage=0.1


Tree=817
num_leaves=31
num_cat=0
split_feature=8 8 2 20 6 7 0 18 20 16 6 22 17 5 9 8 20 22 16 2 9 17 20 21 15 18 9 23 18 9
split_gain=3.84134e-05 2.91603e-05 5.6411e-05 0.000106483 2.96556e-05 0.000193796 0.000603456 0.0038053 0.000712108 0.00108323 7.47212e-05 0.000200827 0.000497626 0.000138255 0.000299346 0.00012233 6.89588e-05 0.000171192 0.000269206 5.20103e-05 5.01651e-05 4.69e-05 4.30192e-05 8.52151e-05 0.000113433 4.03045e-05 0.000134515 9.33062e-05 4.67959e-05 3.87331e-05
threshold=8.8430989333000021 8.7431769115000026 74.580378076100018 41.32819714970001 16.465384711100004 22.233191240750003 85.791387400750025 12.993189857450002 41.975471476700008 22.714946882600003 16.385382841850003 -0.086139999999999994 188.19076296340003 20.769304081650002 196.64273721640004 8.543332867800002 40.633548727200008 -0.059424999999999999 22.544947280100004 216.11743889730002 190.16588783940003 195.53954078470002 40.280372415600006 3.4801976177500005 33.762789462050002 13.043896815850003 197.29115675710003 0.11002000000000002 12.949585557300002 210.65484416470002
decision_type=2 2 2 2 2 2 2 2 2 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 -1 7 -7 -9 -10 13 -12 -13 15 20 22 21 19 -19 25 -15 -6 23 -8 -25 28 27 -27 -18 -24
right_child=-2 2 3 -5 16 6 10 8 9 -11 11 12 -14 14 -16 -17 17 18 -20 -21 -22 -23 29 24 -26 26 -28 -29 -30 -31
leaf_value=0.032302400693680199 -0.00084819489171070672 -0.00024206851895840049 0.0019026653520607902 0.00012938217681582946 5.6439307403731728e-05 -0.1000527754634003 -4.8886790496378824e-05 0.09813425231926691 -0.037205315377033636 0.1000352546420223 7.8353414924310324e-05 -0.00062495421708813723 0.0037663932389180111 -0.00091662897333473514 -0.0028474476117681218 0.0015520173225660563 -0.00012114797854789633 0.00014065679456597101 -0.0030982511819349808 0.00083583763942839681 0.00030414039780103186 0.0010694721492700504 0.00018161629994212474 -0.0020942806034993373 1.1576871369217521e-05 -0.0023333131401348907 -8.5174610316557012e-05 -0.0004184349518187669 0.00099024360933222077 -0.00029944436539542496
leaf_weight=0.0018631039039175281 0.52697088401148207 1.000977621436957 0.50987759828660717 1.0082416906558451 4.4152943575666592 0.0017543934353423376 4.5421442602637052 0.0033339701803924982 0.0012499203532080339 0.0010652663186192513 4.5089028380389209 0.5038171604939865 0.52900474444140855 0.50588709816676614 0.5398730819544254 0.5197057138469735 1.5008615411626469 0.50062417959710759 0.52650116746609332 0.50915293362681069 1.0060123385028417 0.50977531158639511 10.048757156619219 0.52027799124441443 0.50316684323126992 0.5170248141715843 3.5066854196162893 0.50108482461655512 0.50677955845630851 2.0082044103623415
leaf_count=321 201 9 33 23 222 10 526 7 61 1 50 9 111 32 194 75 83 127 68 95 52 30 1014 299 29 96 25 4 19 208
internal_value=1.88898e-07 1.1025e-05 0.000340705 0.000724959 -1.04134e-05 5.17452e-05 4.94112e-05 0.0285951 0.0685478 0.025942 4.11993e-05 0.000366468 0.00162427 -4.80623e-05 -0.000826116 3.99306e-05 -0.00013357 -0.000313553 -0.0015196 -0.000137633 -0.000104334 0.000161295 -4.66228e-06 -0.000234626 -0.00105896 -0.000213507 -0.000378964 -0.00139086 0.000159395 0.000101491
internal_weight=41.7849 41.2579 2.5191 1.51812 38.7388 25.745 25.7432 0.00740355 0.00564916 0.00231519 25.7358 5.54172 1.03282 20.194 2.05177 18.1423 12.9938 8.06871 1.02713 7.04159 1.5119 4.92507 17.6226 5.56559 1.02344 6.53244 4.5248 1.01811 2.00764 12.057
internal_count=4034 3833 65 56 3768 2999 2678 79 69 62 2599 170 120 2429 278 2151 769 517 195 322 84 252 2076 854 328 227 125 100 102 1222
is_linear=0
shrinkage=0.1


Tree=818
num_leaves=31
num_cat=0
split_feature=15 21 19 8 19 23 0 15 5 15 22 15 12 6 5 5 3 16 9 7 0 7 15 13 20 4 4 7 6 6
split_gain=4.25532e-05 0.000212152 4.71109e-05 3.26391e-05 4.88715e-05 7.27132e-05 9.62827e-05 6.95841e-05 0.000152275 3.6764e-05 9.38583e-05 0.000628145 0.000173847 0.000195471 0.000225564 0.000155572 6.34743e-05 3.64684e-05 0.000109118 0.000211114 6.26723e-05 0.000160103 6.23535e-05 7.44801e-05 3.5298e-05 3.39811e-05 2.63127e-05 2.59618e-05 6.52781e-05 0.00010692
threshold=46.074827201850006 15.285239689500001 14.651182102100002 8.8430989333000021 14.351157895250003 0.13041500000000003 88.872360418250011 34.139075990150012 20.849573174100005 43.401366108000012 -0.14429 35.83914456115 124.10890780100002 12.165284239900002 16.078966488550005 20.374719724350005 93.216908757050007 22.654947022900004 192.57902085675002 23.314707969200004 86.565663342300013 23.864758692950002 41.800301886400014 117.61735474900001 41.806790701050012 287.29288006360008 274.40025405315004 24.024273989350004 14.745344522600002 16.515385879350003
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 6 7 -6 -9 10 11 12 -1 -14 -15 -16 -11 18 19 -10 24 -22 23 -19 -20 26 27 -12 -29 -30
right_child=1 -3 -4 -5 5 -7 -8 8 17 16 25 -13 13 14 15 -17 -18 22 20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.036823079081139763 -0.0021670426976071388 0.00032692842882726573 0.00096903599115116107 -0.00077810140609274733 0.0013024294887573871 0.00083377441912860055 -0.0012357627873929818 -0.0015840204011403184 0.0026941989476365344 0.00014559861214663247 -0.00016263809638874732 0.073925817555424864 -0.032369725529632319 0.054039226132789601 -0.02816314597800389 0.022986723193845936 -0.0014392490603822796 0.00017176843893909992 0.00019705496692501838 -0.00018293695652151957 0.0020945907464277142 -0.00041703473739409944 0.00025303465267550258 -0.001509147404109977 -0.00041492597626378142 0.00076653813972582877 -0.00076388921566689875 -2.5241683237159745e-05 0.0018081539395302577 5.4011291451241466e-05
leaf_weight=0.0011883539888945232 0.51611316265403573 1.0057866959000845 0.51618668946653556 0.52188906192793538 0.50738025603743331 1.5138764003459062 0.51879495671232767 0.507939165870538 0.5183872129455247 0.50465566219952396 10.067540407343573 0.0013120916091793333 0.0010231063676275605 0.0011331931812503804 0.0010833560946669207 0.001318074838502107 0.50618692792846787 0.50356591058516664 2.5112387643130205 0.50200571118693915 0.5108213511703068 0.50441351116387523 1.8679820504057714 0.55317015921832535 1.508716438962473 0.5165070961900885 0.50988592912531672 13.551157943659645 0.53238644677730818 1.0004541103735389
leaf_count=231 162 20 67 154 35 25 84 40 65 17 457 23 544 37 49 292 23 14 24 9 62 22 30 42 35 576 96 706 88 5
internal_value=2.21082e-07 -0.000518838 1.98414e-05 7.51404e-06 1.79669e-05 0.000185809 9.25141e-05 0.000161455 0.000100441 -5.6267e-05 -3.34228e-05 0.0114966 -0.00275877 0.00612294 0.0172647 -8.84866e-05 -0.000648026 0.000195717 0.000335765 0.00127873 0.000144672 0.000846704 -9.42499e-05 -0.000708141 -3.26256e-05 -3.65316e-05 -5.26956e-05 -3.82779e-05 4.47241e-05 0.00066326
internal_weight=41.7841 1.5219 40.2622 39.746 39.2241 12.0283 10.5144 9.99562 9.48824 27.1958 26.185 0.00705818 0.00574608 0.00455773 0.00353462 0.00240143 1.01084 8.9803 6.05558 1.02039 5.03519 1.01523 2.92472 1.05674 4.01996 26.1779 25.6614 25.1515 15.084 1.53284
internal_count=4034 182 3852 3785 3631 487 462 378 343 3144 3104 1176 1153 922 378 341 40 303 217 74 143 84 86 56 59 1928 1352 1256 799 93
is_linear=0
shrinkage=0.1


Tree=819
num_leaves=31
num_cat=0
split_feature=15 21 19 13 18 7 18 5 22 6 23 10 7 6 13 5 21 13 7 22 7 20 16 14 21 16 0 20 21 22
split_gain=3.44534e-05 0.000171567 3.81861e-05 2.79155e-05 0.000495367 0.000967042 0.000650174 0.00180569 6.71955e-05 0.000339199 6.18237e-05 4.07828e-05 0.000508907 0.000808944 0.000219413 9.27405e-05 0.000132353 4.94697e-05 0.00115612 0.000305248 0.00067705 4.65011e-05 0.000457908 0.000113412 4.28224e-05 3.98171e-05 7.35246e-05 0.000111021 4.56543e-05 0.000160904
threshold=46.074827201850006 15.285239689500001 14.651182102100002 117.69263157665002 12.713853232350003 22.105125139000005 12.885811969150001 22.053438739150003 -0.54526999999999992 13.78532209185 0.10249000000000003 61.987779113750001 22.381996090050006 16.305380972600002 117.62810858150002 22.649179082500002 13.777807245600002 117.58509325145 22.407814303000006 -0.16276499999999997 23.314707969200004 34.41230404325001 19.124955277500003 143.06733454090002 15.039695091900002 22.634947069650003 86.329079026800017 41.741384785950011 8.119216894900001 -0.080019999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 9 -8 -5 14 13 -13 -10 16 -16 18 -14 20 -20 22 -21 -23 25 26 27 -25 29 -27
right_child=1 -3 -4 10 6 -7 8 -9 11 -11 -12 12 17 -15 15 -17 -18 -19 19 21 -22 23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=-0.0098131750249976363 -0.0019475411996253578 0.00029430296446351413 0.00087272404781138535 0.0013092344820549403 0.036961921664718504 0.099905337902755742 0.010587092397864501 -0.10008516893585667 -0.0022492718329466472 -0.060854321587067307 7.345407159311996e-05 0.028598076595246338 0.087713634269024995 -0.084001143931805078 -0.0012121049843773501 0.00076872220973013084 0.00040884920210547128 0.00045119479397024115 0.087916538379216203 -0.049996021944576884 -0.01107785750179777 -0.02588464972316043 0.023884398991158615 -0.00011110162390957496 -0.00092027484675170326 -0.00039444143632719848 -2.272036439552801e-06 -0.001920233401560425 9.8561778744324065e-05 0.0021227986529277188
leaf_weight=0.0018052983271975567 0.51681605008370368 1.0055671016084629 0.51585707421208482 0.51399013371161517 0.0016952033942233815 0.0014473500624490043 0.0018342956955582626 0.0022209918008359864 0.512329968398617 0.0010421926800034953 1.9061722062688202 0.001003977293049913 0.0015022929106213159 0.0017505107578460397 1.0104767160901253 1.0133957066257293 1.0044301367124715 2.518599918439576 0.0012458857304548012 0.0016218574116199083 0.001550870991798855 0.0016946061368788836 0.0017378186093992554 1.0109534162620595 0.51283223909675868 0.50390058269044835 25.190178906826141 0.51049382245361608 3.0040007101779338 0.51188953827295247
leaf_count=362 162 20 67 167 19 3 224 49 98 46 28 194 12 32 37 31 8 34 36 124 133 8 19 32 157 19 1806 43 19 45
internal_value=2.21352e-07 -0.000466754 1.78788e-05 6.78379e-06 -1.45563e-05 0.0390089 -1.79572e-05 -0.0407616 -1.36815e-05 -0.0152971 0.000335907 -1.25034e-05 2.13448e-05 -0.0429601 -0.00033539 -1.15985e-05 -0.00040406 2.48504e-05 -9.50692e-06 -1.37238e-05 0.0330217 -1.66804e-05 -0.0117808 -1.54155e-05 -1.40124e-05 1.11091e-06 -4.30456e-05 -0.000718123 0.000294532 0.000874077
internal_weight=41.784 1.52238 40.2617 39.7458 37.3256 0.00325265 37.3224 0.0039162 37.3185 0.00287649 2.42016 37.3156 33.775 0.00275449 3.54063 3.0283 2.01491 33.7722 31.2536 31.2521 0.00279676 31.2493 0.00335968 31.2459 31.2442 30.7314 26.7116 1.52145 4.01979 1.01579
internal_count=4034 182 3852 3785 3590 365 3225 68 3157 270 195 2887 2713 226 174 76 45 2487 2453 2441 169 2272 143 2129 2121 1964 1881 75 83 64
is_linear=0
shrinkage=0.1


Tree=820
num_leaves=31
num_cat=0
split_feature=8 19 15 17 22 21 19 2 21 4 7 22 22 23 23 22 16 16 18 15 2 21 6 23 0 16 22 15 0 0
split_gain=3.60165e-05 2.96877e-05 7.49744e-05 0.000112725 8.82006e-05 0.000235993 0.000283949 0.000106216 6.46618e-05 0.000102522 0.000217688 9.24376e-05 0.000239348 4.58513e-05 9.53121e-05 3.82101e-05 3.18399e-05 6.43054e-05 0.000138888 0.000254325 6.08558e-05 3.93838e-05 3.68545e-05 2.40552e-05 2.1673e-05 7.74519e-05 0.000182862 5.42015e-05 0.000244701 0.0104142
threshold=8.8430989333000021 14.351157895250003 46.074827201850006 203.72643944000004 -0.067109999999999989 12.377125061300001 14.551174033150001 102.94361713510001 5.4279412736500001 193.73972847335003 23.296055099200004 -0.081629999999999994 -0.11572 0.098105000000000026 0.085820000000000021 -0.020814999999999997 22.594947163200004 22.634947069650003 13.043896815850003 36.207782793200003 147.36057300110005 11.507908610950002 16.445384243750002 0.12746000000000005 96.959242474650011 15.344964116800002 -0.092990000000000003 31.233764884050004 94.047642319350018 93.399723909900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 4 -4 8 6 -6 -8 11 10 -10 12 -3 14 -11 -7 21 18 -18 -20 -19 23 -22 24 27 -26 -27 28 29 -1
right_child=-2 2 3 -5 5 15 7 -9 9 13 -12 -13 -14 -15 -16 -17 17 20 19 -21 22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-3.5677404585886234e-05 -0.00082144174838728575 -9.2441088393740208e-05 -0.0017389184059991829 0.00036682437649814611 0.0034021546998093048 -0.00053767458825945984 -0.00039361812996741951 0.0016132330534733607 0.0025685957640885228 -0.00012327948506085578 -0.00035368351722497176 0.00050401958400566541 -0.0025908990857422217 -0.00033995150636050291 0.0010657532636615852 0.00033256503506247804 0.0001231326678735812 -0.00069282409082564494 7.0175338256866891e-05 -0.0030946607716333626 0.00069775975645403933 0.00086947124864073097 -4.344667781678728e-05 -0.00069505840973420091 9.5549248462342636e-05 -0.0001513922542763193 -0.0022619664386483791 -6.7260021364212919e-05 9.4528141332369094e-05 0.083902910765266736
leaf_weight=0.51270883482456231 0.52676839742493697 1.5006480849743851 0.51222895187378437 0.50470299749335368 0.53554808381629571 1.0077903470046297 0.54618837018642807 0.50997728175389057 0.51790642531523168 2.0035201739226527 0.50199190455350617 0.86695391108969522 0.5150225150123332 2.0061771044097441 1.0160377097554372 1.0103952865320023 1.001762785381316 1.0088794393685696 0.50023493170738198 0.51565632783340032 1.00797890445012 0.5179592330385131 2.0055808788515477 0.50493945958916953 5.0190858958595372 2.0028349524772464 0.51633907793433431 8.5435668782722107 4.0284585250134777 0.015219661468782841
leaf_count=629 201 32 93 24 76 21 8 39 75 38 8 84 62 26 28 27 13 29 2 40 36 538 36 50 946 150 125 361 192 45
internal_value=2.05857e-07 1.06968e-05 0.000131963 -0.000693839 0.000198942 0.000616056 0.00152649 0.000575405 3.02931e-05 0.000216122 0.00113026 -0.00035944 -0.00073082 3.06124e-05 0.000276813 -0.000101993 -4.86428e-05 -0.00025167 -0.000712376 -0.00153626 -2.05807e-05 7.97035e-06 0.000204473 -1.31345e-05 3.54965e-06 -0.00013154 -0.000583983 8.12861e-05 0.000359821 0.00238419
internal_weight=41.7831 41.2563 13.5551 1.01693 12.5382 3.6099 1.59171 1.05617 8.92826 6.04563 1.0199 2.88262 2.01567 5.02573 3.01956 2.01819 27.7012 6.04009 2.01765 1.01589 4.02244 21.6611 3.01356 21.1432 20.6382 7.53826 2.51917 13.1 4.55639 0.527928
internal_count=4034 3833 641 117 524 171 123 47 353 175 83 178 94 92 66 48 3192 156 55 42 101 3036 72 2498 2448 1221 275 1227 866 674
is_linear=0
shrinkage=0.1


Tree=821
num_leaves=31
num_cat=0
split_feature=8 8 2 20 6 7 7 20 22 16 17 6 22 17 5 6 21 20 8 15 15 21 19 23 19 8 22 7 6 23
split_gain=2.91665e-05 2.84136e-05 5.18692e-05 0.000119067 2.94891e-05 0.000141876 0.000238801 9.72224e-05 0.000145272 0.000340889 8.77663e-05 8.66017e-05 0.000244543 0.000438867 0.000126461 0.000307279 0.00650197 0.00339647 0.00372861 0.00372128 0.0032625 0.00281519 0.00332709 0.000382967 0.000119525 0.000105735 5.35074e-05 4.44738e-05 0.000176679 6.18354e-05
threshold=8.8430989333000021 8.7431769115000026 74.580378076100018 41.32819714970001 16.465384711100004 22.181995028450004 22.381996090050006 40.583589072600013 -0.059424999999999999 22.574947209950004 192.94032447935004 16.395383075500003 -0.087234999999999993 187.51563899930002 20.769304081650002 16.355382140900002 7.515317457250001 43.047778594550003 8.543332867800002 37.050691080100002 43.030193406950012 5.1185473364500007 14.251149826300002 0.091375000000000026 14.151141757350002 8.543332867800002 -0.074999999999999997 23.604435110900003 16.505385645700006 0.10932000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 -7 10 26 -10 -6 14 -13 -14 25 16 17 18 19 -16 21 22 24 -22 -21 -8 27 28 -9 -30
right_child=-2 2 3 -5 7 6 11 8 9 -11 -12 12 13 -15 15 -17 -18 -19 -20 20 23 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.029191249018641837 -0.00073889260165187144 -0.00022356537171660748 0.0019487564682121488 7.3667254351355378e-05 8.4952461984390639e-05 -0.045807661870241406 -2.5997420658936556e-06 -0.0021954024153562233 -0.00013267762382397806 -0.0032797920565728494 0.001475141680233988 8.2670168720952716e-05 -0.00032626871874389784 0.003794314792920537 -0.099368493518613737 -4.9617346302384544e-05 0.0001624164096898455 0.040871025192923016 -0.095778130591578914 -0.066673510905813207 -0.043293799795766232 -0.069142907885680824 0.093224999834214103 -0.10007986319746731 -0.023043749805580091 0.0014452401721028602 0.00085265330634659488 2.6410632042098854e-05 -0.00055775477158844639 0.00045383806044242486
leaf_weight=0.001670639395977668 0.52703904089590636 1.0010839574260892 0.51001917026849231 1.0078430399492644 3.9135544857139637 0.0011355793724970855 17.622419595355055 0.50927239606700503 1.0000465630498956 0.52480023009045051 0.51374477274651997 4.5088870979024733 0.50389658330366305 0.53068964041307964 0.0053653233545883907 1.505305506824907 0.51184675193404772 0.0043284438098785119 0.012805379852380838 0.0011646045925033377 0.0023284773714067333 0.0023938622207424496 0.0061242643369041616 0.0024239268408337011 0.0013625177855374204 0.51926411308133325 0.50486851837194979 3.5093776948272364 1.5106067613593639 1.007126207072339
leaf_count=314 201 9 33 23 211 35 2062 38 135 62 39 68 9 125 27 32 65 19 33 41 22 8 33 18 13 75 14 62 196 12
internal_value=3.10886e-07 9.75415e-06 0.000335196 0.000703719 -1.14084e-05 5.05781e-05 4.86869e-05 -0.00013422 -0.000330873 -0.00121581 0.00024627 5.07099e-05 0.000400822 0.00178738 -4.53849e-05 -0.000788778 -0.00281127 -0.0425554 -0.0531861 -0.0274143 -0.00297669 0.0268324 0.053389 -0.0722571 -0.0431502 3.88414e-05 -0.000139233 -0.000215846 -0.000496707 -0.000153104
internal_weight=41.7828 41.2558 2.51895 1.51786 38.7368 25.7434 25.7417 12.9934 8.5661 1.52485 4.4273 25.7406 5.54347 1.03459 20.1971 2.05545 0.550144 0.0382968 0.0339684 0.021163 0.0157977 0.0110452 0.00865139 0.0047524 0.00252712 18.1417 7.04125 6.53638 3.02701 2.51773
internal_count=4034 3833 65 56 3768 2999 2685 769 519 197 250 2650 202 134 2448 311 279 214 195 162 135 95 87 40 54 2137 322 308 246 208
is_linear=0
shrinkage=0.1


Tree=822
num_leaves=31
num_cat=0
split_feature=15 21 19 22 18 13 22 22 22 13 17 3 8 5 10 17 16 21 22 21 7 7 5 3 18 0 22 23 6 0
split_gain=4.19213e-05 0.000143656 5.09159e-05 7.27348e-05 0.000356683 0.000110852 8.77286e-05 0.000129955 0.000154007 3.01648e-05 7.42191e-05 0.000122636 0.000150367 6.34472e-05 6.27315e-05 0.000263472 3.29018e-05 0.000145251 0.000556336 8.42817e-05 3.69216e-05 0.000192611 3.29403e-05 3.36682e-05 3.06882e-05 0.00016176 0.000306962 7.43951e-05 7.78941e-05 6.27497e-05
threshold=46.435439118750004 15.285239689500001 14.651182102100002 -0.50001499999999999 14.366548389000002 104.08096806215002 -0.25073999999999996 -0.23401999999999998 -0.16276499999999997 117.64961624655002 188.19076296340003 93.023339771650015 8.8430989333000021 22.783584484750005 61.987779113750001 186.57794620975002 22.624947093000003 12.315862460400002 -0.078504999999999991 7.3575695755500012 22.938075114600004 22.620600126450004 24.107645372150007 93.281431752200021 13.946975448150001 93.399723909900004 -0.095204999999999998 0.10791500000000002 14.745344522600002 88.17067284620002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -5 -8 -9 14 13 -12 -13 -11 15 -10 20 18 19 -18 21 -16 23 24 29 26 -26 28 -27 -22
right_child=1 -3 -4 6 5 -7 7 8 9 10 11 12 -14 -15 16 -17 17 -19 -20 -21 22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.064862301267332043 -0.001874234223230211 0.00018051825216559966 0.0010062636889968505 0.024308792948005517 -0.015306068392746034 0.026846734721341626 -0.03360799051702127 0.029087520298208536 0.00010458641139299342 -0.0011374961045101243 -9.1834987532870814e-05 0.0026548166388382696 0.00022826718385723514 0.00016768707998372748 0.00029861106744319388 -0.0025169003738507957 -0.001219420644704173 -8.3966876680969616e-05 0.0037006318759270022 0.00060553162670345603 3.0206696967213095e-05 -0.0020634020941213841 0.00079426681785670734 -0.00058824999428278718 0.00047723291111069369 -1.4289410233753455e-06 -0.0029551223291064879 -0.0011857908307180485 0.0012392709060157631 0.00073486548880696183
leaf_weight=0.0010005051495310712 0.5145838923146745 1.0043574080889426 0.51628757468343778 0.0014855433591084424 0.0012454838517881543 0.0012499935310295029 0.0011500371375622312 0.0018211596982656833 1.5039263154515006 0.50634032113794392 1.0086233535803333 0.51973900330494849 0.50205456315657315 1.4085327809070163 1.0073790815937513 0.51456433051069428 0.50827021243378545 4.0105477797098104 0.52506269722780885 0.50400375474555403 7.5155830086187141 0.52523983272438624 0.50443607100730403 1.0080837243987648 0.50722639978152984 14.066489194994418 0.53577798510722974 0.50975010191591863 0.5249071122692478 1.5191758497112458
leaf_count=135 129 19 67 86 215 44 158 270 176 34 26 33 13 48 220 42 31 46 87 9 98 91 32 29 40 1409 132 131 120 64
internal_value=1.22907e-07 -0.000515587 1.95798e-05 6.76232e-06 -0.0144166 0.00580842 8.03116e-06 7.12273e-06 8.09558e-06 6.76282e-06 0.000269187 0.000690394 0.00146254 -0.000177436 -2.2165e-05 -0.000563697 1.02014e-05 0.000232828 0.00105927 -0.00031079 -3.35594e-05 -0.000510868 -6.15242e-06 -2.15708e-05 1.11726e-06 -8.1471e-05 -0.00128592 1.71808e-06 4.32037e-05 0.000148694
internal_weight=41.7789 1.51894 40.26 39.7437 0.00349598 0.00249548 39.7402 39.7387 39.7375 39.7357 3.94529 2.03042 1.02179 1.91487 35.7904 2.01849 33.7719 5.54788 1.53734 1.01227 28.224 1.53262 26.6914 26.187 25.1789 16.1442 1.043 15.1011 14.5914 9.03476
internal_count=4034 148 3886 3819 394 259 3425 3339 3181 2911 154 72 46 82 2757 218 2539 173 127 40 2366 311 2055 2023 1994 1832 172 1660 1529 162
is_linear=0
shrinkage=0.1


Tree=823
num_leaves=31
num_cat=0
split_feature=15 7 23 19 9 21 7 5 19 7 6 19 20 7 17 22 15 22 16 21 5 19 6 23 22 9 21 14 0 21
split_gain=3.39419e-05 0.000116924 4.87729e-05 4.12715e-05 6.39746e-05 0.00042476 0.000332712 6.49704e-05 2.64865e-05 6.71477e-05 0.000143228 3.85492e-05 8.17026e-05 0.000136833 7.08108e-05 0.000127875 0.000112339 0.00022597 5.35522e-05 3.82633e-05 0.000112241 5.37704e-05 0.000155814 3.79983e-05 8.80201e-05 3.67978e-05 4.18436e-05 0.00013069 9.38398e-05 2.74164e-05
threshold=46.435439118750004 23.514778597300005 0.092260000000000023 14.651182102100002 179.18874144770004 10.959760372700002 20.861906850000004 12.035423697300002 14.551174033150001 23.626037400350004 16.555386813950005 14.351157895250003 40.159267750750011 22.775216856700002 195.18216166535004 -0.080574999999999994 39.883592142850006 -0.084275000000000003 22.604947139800004 5.4349223666500004 22.213482503200002 14.251149826300002 16.385382841850003 0.10249000000000003 -0.11963999999999998 195.70012057590003 10.831557286200001 256.97906312420008 85.995710218650018 4.5829628528000006
decision_type=2 2 2 2 2 2 2 2 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 -1 -6 11 10 -10 19 -13 -14 16 -16 17 -15 -18 20 23 25 -23 29 -25 -21 27 -27 -28 -9
right_child=1 2 -4 -5 7 -7 -8 8 9 -11 -12 12 13 14 15 -17 18 -19 -20 21 -22 22 -24 24 -26 26 28 -29 -30 -31
leaf_value=0.00068433356130547364 -0.0016988036404434151 -0.00053848240987475887 0.0008514259368985306 0.00090627293441175724 0.023183027714100506 0.025996942944210611 -0.076664292062143591 -1.0464664771178192e-05 -0.0020331257964218662 0.00065820857413071473 4.2618052861229065e-06 0.0011136459320232048 0.0016809153217433035 8.1426579101308413e-05 -0.0018205365153283574 -8.6129817769190514e-05 0.00041573753593991832 0.0026563508674202329 -0.0003381035411253563 -0.00086249343667086492 0.001524088199734134 8.3784958531009769e-05 -0.0012591706615055842 0.00037408770549949698 -0.0014847262686061703 2.1254314456017062e-05 1.1326855599608283e-05 -0.0016472592916661807 0.0015714533134350167 0.00033148750816602531
leaf_weight=0.0010289869643185243 0.50954332804954283 0.50290581938855339 0.5069819604436816 0.51594525352379506 0.0012095889606972268 0.0016290070801189653 0.0012101169755589104 10.569382594188957 0.51421987900766675 0.50717379241177685 1.0488281913564081 0.88145671071651932 0.51962594663737505 1.0055991291483222 0.51156949688180331 2.5147388523034682 1.5094260034702527 0.51554674794169653 2.5084005212905645 0.50711260013125681 0.51444231877713775 2.0037758760172433 1.5187599005842569 0.5027944578091379 0.51637622302329933 6.0268880772934876 1.5010159989740932 0.50909540253227614 0.5187902732972608 3.0130570168140833
leaf_count=455 84 43 21 67 289 377 662 626 67 25 33 74 68 14 75 79 23 66 36 96 93 25 49 28 65 187 10 100 141 56
internal_value=1.29876e-07 -0.000463833 0.000159277 1.76404e-05 6.10423e-06 -0.0128537 -0.0411185 7.35596e-06 6.65051e-06 -0.000341595 -0.000666009 2.57901e-05 0.000194447 0.000105263 9.67354e-06 -0.000379315 0.000222204 0.00095412 -5.48988e-05 -3.4889e-05 7.23504e-05 -0.000163692 -0.000495237 2.1203e-05 -0.000567705 -3.48276e-05 1.42292e-05 -0.000108708 0.000412048 6.53922e-05
internal_weight=41.7785 1.51943 1.00989 40.2591 39.7432 0.00386811 0.0022391 39.7393 39.7381 2.07022 1.56305 37.6679 9.96636 9.08491 8.56528 3.02631 5.53897 1.52115 4.01783 27.7015 15.1161 12.5854 3.52254 14.6016 1.01917 9.0629 8.55579 6.53598 2.01981 13.5824
internal_count=4034 148 64 3886 3819 1494 1117 2325 2036 125 100 1911 435 361 293 154 139 80 59 1476 868 608 74 775 93 534 438 287 151 682
is_linear=0
shrinkage=0.1


Tree=824
num_leaves=31
num_cat=0
split_feature=15 21 19 22 15 9 22 22 22 13 17 3 8 10 17 16 9 20 9 19 19 6 22 5 22 6 6 16 21 22
split_gain=2.74814e-05 0.000114545 3.34521e-05 5.56925e-05 0.000334737 0.000148061 7.19808e-05 0.000109368 0.000119815 2.50595e-05 7.64408e-05 0.000108024 0.000139895 5.48342e-05 0.000249064 4.87846e-05 0.000104735 0.000150939 5.31662e-05 0.000137393 6.03784e-05 0.000215443 6.09288e-05 4.52099e-05 4.51798e-05 3.63492e-05 7.78913e-05 0.00014056 0.00022002 7.69719e-05
threshold=46.435439118750004 15.285239689500001 14.651182102100002 -0.50001499999999999 24.118672490250002 202.16842692300003 -0.25073999999999996 -0.23401999999999998 -0.16276499999999997 117.64961624655002 188.19076296340003 93.023339771650015 8.8430989333000021 61.987779113750001 186.57794620975002 22.654947022900004 193.42660545270004 43.111435027700004 188.96048214565005 14.351157895250003 14.451165964200003 16.475384944750001 -0.044409999999999998 22.783584484750005 0.26336000000000009 16.465384711100004 16.235379337050002 22.534947303500005 8.5501791199000028 -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=2 -2 3 4 5 -1 -5 -8 -9 13 23 -12 -13 14 -10 18 -17 -18 19 -15 24 -22 -23 -11 25 26 -20 28 -28 -27
right_child=1 -3 -4 6 -6 -7 7 8 9 10 11 12 -14 15 -16 16 17 -19 20 -21 21 22 -24 -25 -26 29 27 -29 -30 -31
leaf_value=0.039741602896468609 -0.0016293007899654188 0.00020452692999830399 0.00081616331930288986 0.022077507637025231 -0.051099099036343236 -0.013707071255971865 -0.030986188358304037 0.025753886378685028 0.00012269253332652087 -0.0010186077688064544 -6.1759413597347915e-05 0.0025477896443057506 0.00020674092553669889 -0.0001248259647437965 -0.0024256299546060768 -9.7252889906743927e-05 0.0024217745979893033 -1.58023878502346e-05 -3.1828343400723589e-05 0.0018847736712595785 -0.0023171321808459449 0.00031055055194076868 -0.00069473466806141827 8.2926306339959542e-05 -0.00094070361171355121 -2.4131617246934811e-05 0.0029080018228683168 0.00013400263213983568 -2.6716564758477644e-05 -0.0010132551234317414
leaf_weight=0.0010214000416165483 0.51535921787305383 1.0045169131748748 0.51563707618826882 0.0014776124403600424 0.0013685687767504007 0.0010521905274625265 0.0011386179570170843 0.0018072962699510189 1.5041050912192422 0.50668158604366853 1.0088223624043169 0.51934914100229412 0.50198064628634853 1.011075282124106 0.51480338187013241 1.5041236012891084 0.51391457322529255 0.50233484995987965 17.121918255832362 0.51273400271111302 0.52592557069045343 1.5079246355176112 1.00452895633407 1.407951378245009 0.50748470340563656 3.509029255052603 0.52003207371853821 3.5141359993867809 0.50213728088056087 1.014107132913266
leaf_count=211 129 19 67 86 91 92 158 270 176 34 26 33 13 798 42 22 49 7 1148 65 72 41 17 48 72 61 82 46 11 48
internal_value=1.28023e-07 -0.000417287 1.58866e-05 5.50359e-06 -0.0127138 0.0126204 6.60531e-06 5.78463e-06 6.67267e-06 5.5016e-06 0.000244706 0.0006722 0.00139717 -2.08634e-05 -0.000527107 9.40062e-06 0.000432621 0.00121687 -2.47318e-05 0.000551368 -5.42625e-05 -0.000476647 -9.13825e-05 -0.00020858 -6.17638e-06 1.1938e-05 6.57847e-05 0.000434217 0.00146633 -0.000245897
internal_weight=41.7785 1.51988 40.2586 39.743 0.00344216 0.00207359 39.7395 39.738 39.7369 39.7351 3.94479 2.03015 1.02133 35.7903 2.01891 33.7714 2.52037 1.01625 31.251 1.52381 29.7272 3.03838 2.51245 1.91463 26.6888 26.1814 21.6582 4.53631 1.02217 4.52314
internal_count=4034 148 3886 3819 394 303 3425 3339 3181 2911 154 72 46 2757 218 2539 78 56 2461 863 1598 130 58 82 1468 1396 1287 139 93 109
is_linear=0
shrinkage=0.1


Tree=825
num_leaves=31
num_cat=0
split_feature=8 8 2 20 6 18 0 18 20 20 22 16 6 22 17 3 16 22 23 7 18 9 6 22 20 5 15 6 0 10
split_gain=2.63128e-05 3.75775e-05 5.61452e-05 0.000109961 2.95461e-05 0.00013168 0.000630678 0.00279678 0.00130095 7.50817e-05 0.000164314 0.000259522 6.82905e-05 0.000232054 0.000444744 0.00012986 6.28445e-05 6.13648e-05 5.47613e-05 0.000206805 4.84567e-05 0.000181834 0.00011235 4.63472e-05 4.15623e-05 3.38587e-05 7.12519e-05 3.90478e-05 0.000111122 0.000175134
threshold=8.8430989333000021 8.7431769115000026 74.580378076100018 41.32819714970001 16.465384711100004 12.867440043550003 85.791387400750025 12.993189857450002 42.522337019050006 40.633548727200008 -0.059424999999999999 22.544947280100004 16.385382841850003 -0.086139999999999994 188.19076296340003 93.090551224900011 22.654947022900004 -0.074999999999999997 0.10301500000000002 23.165384528550003 13.036600629150001 195.70012057590003 16.555386813950005 -0.087234999999999993 42.824128352900011 21.043187000650004 40.042228346200012 15.255356438950001 93.399723909900004 62.391047833300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 7 -7 -9 18 17 -12 15 -14 -15 16 25 20 19 -6 -11 22 -22 -23 -25 27 -27 28 29 -8
right_child=-2 2 3 -5 9 6 12 8 -10 10 11 -13 13 14 -16 -17 -18 -19 -20 -21 21 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.030057358650534206 -0.00070195548131850836 -0.0001980155188671948 0.0019631519875610761 0.00016140553032631906 0.0022818277770967213 -0.079661964575133803 -0.00010098782302412932 0.0942923918453904 -0.021482527845172142 0.0002615717038795485 0.00012212764444925308 -0.0030586464106253301 3.8142996667528234e-05 -0.00042565204126385274 0.0037259318606542476 -0.0016244402719914142 0.001084476524536317 0.00090833643821121562 -0.0001717478913400979 3.5877737253375607e-05 -0.0026215106598687751 -0.00027868130581625142 -0.00051983940655203587 -0.00014112076958524761 0.0011442133453856997 -0.0014315789702636333 0.00023249870728035113 0.0004093132898223346 2.7408575955409592e-05 -0.0023719497095492526
leaf_weight=0.0014620002013846492 0.52707276452884499 1.0012480641157702 0.51005225750634497 1.0084220077646859 0.51540416080002005 0.0017482715661405034 0.99932448565961896 0.0040057858449973139 0.0012809514233713196 1.5073723073941465 0.50056228661099977 0.52612323295622443 4.5075665255644708 0.50396970342600045 0.52877603556953545 0.50962001034690274 0.51319337211179927 0.50505393283310684 2.4060363675248482 2.004313072131481 0.51265467632400596 3.0041485237906329 0.50483448303272549 0.50012661785888901 0.50620901647707939 0.51168826001371914 0.51756798310987051 2.0196671059496785 14.604318728054979 0.51438258573287199
leaf_count=115 201 9 33 23 191 22 4 42 61 128 127 68 50 8 111 40 47 14 38 23 38 31 63 17 31 117 106 89 2051 136
internal_value=1.32295e-07 9.10299e-06 0.000383301 0.000766608 -1.5241e-05 4.68142e-05 4.51095e-05 0.0299824 0.0662407 -0.000138171 -0.000326013 -0.00150785 3.69242e-05 0.000347923 0.0017 -4.84175e-05 -7.6062e-06 -0.000153668 0.000169465 0.000495283 -0.00023574 -0.000384833 -0.00157875 -8.19271e-05 0.000505431 -3.68466e-05 -0.000594787 -5.18528e-06 -5.7124e-05 -0.000872698
internal_weight=41.7782 41.2511 2.51972 1.51847 38.7314 25.7386 25.7371 0.00703501 0.00528674 12.9928 8.06709 1.02669 25.7301 5.54031 1.03275 20.1898 19.6801 7.0404 4.92575 2.51972 6.53535 5.02797 1.01749 4.01048 1.00634 19.1669 1.02926 18.1377 16.118 1.51371
internal_count=4034 3833 65 56 3768 2999 2884 125 103 769 517 195 2759 169 119 2590 2550 322 252 214 308 180 101 79 48 2503 223 2280 2191 140
is_linear=0
shrinkage=0.1


Tree=826
num_leaves=31
num_cat=0
split_feature=15 21 19 23 0 2 15 22 8 17 21 10 21 5 19 6 21 14 9 14 9 23 22 16 20 9 3 20 5 6
split_gain=3.99312e-05 0.00013675 3.80048e-05 8.42244e-05 0.000165149 8.41484e-05 7.09579e-05 9.66553e-05 0.000262452 8.96393e-05 8.33179e-05 4.24058e-05 3.31483e-05 8.70422e-05 5.02221e-05 0.000125235 3.49329e-05 0.000137508 8.50276e-05 5.26527e-05 4.15092e-05 4.04317e-05 3.29223e-05 0.000119574 6.03759e-05 8.63974e-05 7.43982e-05 8.91675e-05 5.6298e-05 0.000275106
threshold=46.435439118750004 15.285239689500001 14.351157895250003 0.13041500000000003 88.872360418250011 93.57193670880001 36.535628266450011 -0.067109999999999989 8.4434108459500017 193.10154186985002 10.003699902950002 61.993156030000002 5.4349223666500004 22.213482503200002 14.251149826300002 16.385382841850003 10.831557286200001 256.97906312420008 202.16842692300003 267.5497843826501 201.61239113610003 0.12084500000000002 -0.094519999999999993 22.544947280100004 41.436838994450007 215.54845996915003 84.812788641250009 35.782584506850007 17.324237253850004 16.515385879350003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 12 4 5 -4 -7 10 -9 -10 11 -8 13 22 16 -16 17 18 -14 20 21 -18 28 24 26 -26 -24 -28 -1 -30
right_child=1 -3 3 -5 -6 6 7 8 9 -11 -12 -13 14 -15 15 -17 19 -19 -20 -21 -22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=-0.0002674697642580279 -0.0018286448326605383 0.00017606023117448149 0.0013875412449086868 0.00086261401380239222 -0.0016693050124726952 -0.00044292523161397501 -0.00062888738128568451 0.0027501012842595027 -0.00086149652468480581 0.00071991984450377091 0.00083987719923946439 2.7622684134867749e-05 -0.0012625044680989947 0.0013324749136919981 3.279832730562092e-05 -0.0011710734086180033 0.0010341773025691625 -0.0017408299811802455 8.4154775257475425e-05 0.0011805169997855616 -0.00074081289342653065 -6.1810914738392908e-05 9.7247200071922634e-06 -0.0015867577148105173 0.0016341747789388001 -0.0002140404062029208 5.0985142620607877e-05 -0.0018147191415087667 0.0025793788211752114 4.7276028962562721e-05
leaf_weight=1.5023694056879811 0.51463175593213506 1.0043216263073729 0.52511807552002387 1.5151889025359526 0.52160085622131269 2.0058267628002966 1.3658505213276413 0.52151741279353148 0.55468098495995999 1.0130734563142061 1.0146761245032392 3.5181823794530374 0.51239317467690426 0.51407446064554818 2.0030850832704341 1.5196743938329715 0.50727864274246459 0.5096525571185041 5.5187674908579325 0.51138558064322914 0.50467802588759636 1.0003898383220073 7.5351439024715932 0.50820695189122567 0.51015306641269897 0.50162810053893558 0.50344069436844019 0.52154184856636654 0.51793129465109622 2.5011553995227018
leaf_count=443 129 19 130 39 96 52 52 61 28 37 36 115 238 459 25 52 123 326 142 433 58 8 386 24 171 46 30 92 168 16
internal_value=1.69408e-07 -0.000503148 1.91595e-05 0.000163481 6.75331e-05 0.000153658 8.88239e-05 0.000222349 0.000806837 0.000160405 1.53286e-05 -0.000155974 -4.6251e-05 5.35697e-05 -0.000166122 -0.000486537 -4.15992e-05 -0.00016354 -3.02542e-05 0.000274438 4.41818e-05 0.000306951 8.54359e-06 -9.20225e-05 -1.26617e-05 0.000717853 -9.90063e-05 -0.000898341 0.000232745 0.000481664
internal_weight=41.7776 1.51895 40.2587 12.5557 11.0405 10.5189 9.99381 7.98798 2.08927 1.56775 5.89871 4.88403 27.7029 15.1156 12.5873 3.52276 9.06455 6.54081 6.03116 2.52373 2.01235 1.50767 14.6016 10.0801 9.57191 1.01178 8.56013 1.02498 4.52146 3.01909
internal_count=4034 148 3886 646 607 511 381 329 126 65 203 167 3240 1835 1405 77 1328 706 380 622 189 131 1376 749 725 217 508 122 627 184
is_linear=0
shrinkage=0.1


Tree=827
num_leaves=31
num_cat=0
split_feature=8 15 21 19 18 23 19 22 15 21 20 21 4 7 20 22 15 23 16 15 16 17 16 15 0 7 22 0 15 21
split_gain=4.12752e-05 3.36777e-05 0.000111543 5.53542e-05 0.000188529 0.000674158 0.000688312 9.43025e-05 0.000234212 0.000122199 0.000202608 6.48918e-05 9.7968e-05 0.000194542 9.13164e-05 6.38319e-05 6.5759e-05 3.04888e-05 3.21737e-05 2.84047e-05 2.44918e-05 6.31371e-05 0.000223848 0.000105019 5.14837e-05 2.84034e-05 0.00012147 3.67996e-05 0.000107259 6.88585e-05
threshold=8.8430989333000021 46.435439118750004 15.285239689500001 14.351157895250003 12.885811969150001 0.10249000000000003 14.251149826300002 -0.067109999999999989 39.15620581320001 12.377125061300001 42.536568606950006 5.4279412736500001 193.73972847335003 23.296055099200004 41.289992964000007 -0.091639999999999985 45.169600924000008 0.13377000000000003 22.634947069650003 15.185464173000002 22.594947163200004 186.57794620975002 22.644947046300004 38.884669609800007 86.329079026800017 24.002506000500002 -0.039434999999999998 94.047642319350018 38.213426205600008 6.9016076392500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 11 9 10 -9 14 13 -13 -5 16 -14 19 -19 -6 24 -22 -23 -24 -21 26 -26 28 -27 -29
right_child=-2 2 -4 7 17 -7 -8 8 -10 -11 -12 12 15 -15 -16 -17 -18 18 -20 20 21 22 23 -25 25 27 -28 29 -30 -31
leaf_value=-0.031848498129622614 -0.00087970295389291995 -0.0016480377735202661 0.00016269592601986422 -9.8516806852222991e-05 0.016761652863357245 -0.082056114537339186 0.070217370954590894 0.0025545444794654701 0.0024717856555582021 -0.00017265795325642047 -0.00026096567372979411 0.0024693830797325482 -0.0014766666667320667 -0.0002936178079778169 -0.0015646531600027166 0.00021215714291672536 0.00013692040755098424 -0.001150494439673871 -1.9346693469126125e-05 0.0010141763754201864 7.7236669088550705e-06 -0.0024622785366852544 -0.00092069599649008188 0.0011156123142774929 -4.503187306783146e-05 0.001691196551869451 -0.0016598451262065427 4.722797496703133e-05 2.9549262732726076e-05 -0.00112772565458892
leaf_weight=0.0018016481587456159 0.52642706479303214 0.51450776474776816 1.0041612532106823 2.3649467249707627 0.0010077134234326426 0.0012693680680868624 0.0010433747102069901 0.51999196454380558 0.58183094994558349 2.0047663435689174 0.50265969363499607 0.51737427198622732 0.50968843543989695 0.50217356546818337 0.51783348210761904 4.0151450986645623 0.50064648414060287 0.50576687533537767 0.50009024979135575 0.50782555055312428 3.5072381626599158 0.51405044559615465 0.50538544563164556 0.50769760684106302 4.5233707778393644 0.52394176873538478 0.51930580340443278 13.054370537957787 1.5024162352892743 0.518603442257075
leaf_count=433 201 114 17 52 711 15 15 41 98 23 10 75 45 8 141 44 4 64 4 138 31 35 14 31 262 104 137 760 24 383
internal_value=1.73498e-07 1.14021e-05 -0.00045076 2.90671e-05 -5.1074e-05 -0.0214555 0.00558282 0.000202908 0.000634256 0.000281106 0.00117065 2.85268e-05 0.000214705 0.00110848 -0.000361879 3.338e-05 -0.000677093 -4.78352e-05 -0.000588112 -2.70815e-05 -2.77276e-05 -0.000225959 -0.000762637 9.97819e-05 1.9458e-05 -5.01357e-06 -0.000211329 6.16804e-05 0.00045919 2.33472e-06
internal_weight=41.7773 41.2509 1.51867 39.7322 27.1952 0.00411439 0.00284502 12.5371 3.60925 3.02742 1.02265 8.92781 6.04503 1.01955 2.88278 5.02548 1.01033 27.1911 1.00586 26.1852 26.1842 5.03437 1.52713 1.01308 21.1498 20.642 5.04268 15.5993 2.02636 13.573
internal_count=4034 3833 131 3702 3161 463 448 541 172 74 51 369 176 83 193 93 49 2698 68 2630 1919 111 80 45 1808 1670 399 1271 128 1143
is_linear=0
shrinkage=0.1


Tree=828
num_leaves=31
num_cat=0
split_feature=8 8 2 20 6 7 7 6 22 17 3 21 20 16 8 17 16 23 23 21 6 5 20 19 9 17 2 20 21 22
split_gain=3.34146e-05 3.38727e-05 4.04738e-05 0.000100339 3.33557e-05 0.000133366 0.000183503 6.47345e-05 0.000249965 0.000414918 0.000105573 6.3367e-05 6.04025e-05 0.000172503 6.3188e-05 6.2906e-05 5.30896e-05 4.88128e-05 4.8707e-05 4.34986e-05 3.97368e-05 8.11298e-05 6.84094e-05 3.16354e-05 2.51328e-05 0.000130435 3.68096e-05 3.49709e-05 0.000119336 4.78205e-05
threshold=8.8430989333000021 8.7431769115000026 74.580378076100018 41.32819714970001 16.465384711100004 22.181995028450004 22.381996090050006 16.395383075500003 -0.087234999999999993 187.51563899930002 93.216908757050007 15.173983806500003 41.50623664750001 22.604947139800004 8.2435668022500028 197.01076493205002 22.654947022900004 0.087905000000000025 0.088435000000000027 7.3575695755500012 16.235379337050002 20.769304081650002 41.32819714970001 14.251149826300002 210.65484416470002 196.31479727660005 110.52061241095002 40.316494640950005 3.4801976177500005 -0.012794999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -7 10 -9 -10 16 12 14 15 18 23 20 -16 -6 -19 21 24 -22 -14 27 -26 -27 28 29 -8
right_child=-2 2 3 -5 11 6 7 8 9 -11 -12 -13 13 -15 17 -17 -18 19 -20 -21 22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.028419317513694212 -0.0007912806846026646 -0.00012778218233025208 0.0018348213691805626 0.00011309392485060698 7.4460562037925994e-05 -0.04166071911707938 -0.00020152446742139707 3.4028405790259027e-05 -0.00029684592123765773 0.0037104560012745126 -0.001447812347797297 -0.0012325446235264992 0.00078929123456184739 -0.0021573064385010205 0.00045115665393855112 -0.00114336279641135 0.0010103712652208044 -1.53685391208865e-05 0.0014642258599906796 -0.00056712675001488542 -0.00023629213659027566 -0.0012776584551353499 0.0014047675436946487 -0.00012529928121743386 -0.001736346949341344 -0.00078910272407211972 0.00014958829913783785 0.00015086522771010078 -0.0016091146070380778 0.0005915993035428811
leaf_weight=0.0016573468287884854 0.52671694387183876 1.0016999477807051 0.50959309133907016 1.0080861291078038 0.50104941992575713 0.0010546383703794451 3.0198194298107337 4.5073130843687963 0.50391931796680356 0.53027119459703798 0.51194857839953201 0.51314169637421692 0.50502775426820523 0.513609031015552 1.512667492388571 0.50564962651934653 0.51335087890811237 4.911872112429478 0.50771020720208071 2.0149526755194529 0.50544059123376317 0.52625964945951764 0.5106637062781374 1.5059646552074495 0.50949970452440219 0.50100737963509789 2.5138132685464951 9.5453203679863687 0.52167375727899834 1.0159652093940765
leaf_count=314 201 9 33 23 227 35 270 68 9 125 64 47 184 100 38 27 49 54 35 31 27 166 38 26 120 32 258 995 261 168
internal_value=1.70449e-07 1.02764e-05 0.000365575 0.000691201 -1.28353e-05 5.30964e-05 5.12698e-05 5.29791e-05 0.000355741 0.00175786 -3.00996e-05 -0.000143459 -9.86734e-05 -0.000487166 2.59243e-05 -0.000146315 6.77497e-06 -6.34839e-05 0.000773931 -0.00017587 -2.0101e-05 -5.41639e-05 0.000588456 0.000104385 -1.76363e-05 -0.000256497 -6.40477e-06 4.20556e-05 -0.00018584 -1.86412e-06
internal_weight=41.7767 41.25 2.51938 1.51768 38.7306 25.739 25.7373 25.7363 5.5415 1.03419 20.1948 12.9916 12.4785 3.03025 9.44825 2.51664 19.6828 8.43949 1.00876 6.92682 19.1695 18.1534 1.0161 2.01099 17.6271 3.52432 3.01482 14.1028 4.55746 4.03578
internal_count=4034 3833 65 56 3768 2999 2685 2650 202 134 2448 769 722 337 385 237 2384 123 262 85 2335 2270 65 210 2104 410 290 1694 699 438
is_linear=0
shrinkage=0.1


Tree=829
num_leaves=31
num_cat=0
split_feature=15 21 19 10 22 7 8 19 18 5 6 22 20 2 6 13 9 23 4 16 20 20 18 20 4 2 7 18 12 4
split_gain=3.78486e-05 0.00014205 3.27068e-05 0.000124118 0.000822583 0.00101337 2.41209e-05 4.4738e-05 0.000417031 0.000794036 6.92395e-05 0.000178647 0.000100962 9.11887e-05 7.52852e-05 7.14496e-05 6.80068e-05 3.91727e-05 4.22483e-05 2.57911e-05 7.83889e-05 3.73148e-05 3.37573e-05 3.23792e-05 2.50123e-05 4.68847e-05 2.64055e-05 5.73329e-05 0.00010933 4.62094e-05
threshold=46.435439118750004 15.285239689500001 14.651182102100002 61.622148808000013 -0.018034999999999999 20.752538901500003 8.8430989333000021 14.351157895250003 12.885811969150001 22.053438739150003 16.455384477450004 -0.012794999999999999 41.806790701050012 143.46490108225001 16.445384243750002 117.57433941890001 192.57902085675002 0.083155000000000021 251.46582525270003 22.594947163200004 41.50623664750001 41.243661560350013 13.303774303900001 40.467253020850002 143.78867033265001 60.327272492300004 24.002506000500002 13.927976454650002 85.453317281250008 162.53166217615004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 11 14 16 -14 15 17 -12 -9 -19 22 21 23 -10 -21 -24 -26 27 -27 -29 -28
right_child=1 -3 -4 6 -6 -7 -8 10 19 -11 12 -13 13 -15 -16 -17 -18 18 -20 20 -22 -23 24 -25 25 26 29 28 -30 -31
leaf_value=0.014738018066017766 -0.0018410125505946224 0.00020225965968168012 0.00081002334788753962 0.014666098975956283 0.04408990123061178 -0.09409275163661035 -0.00066607702495061509 0.0010865957092002279 0.00080675985010428709 -0.1000682922483755 0.00076109798484084393 0.0022356681885153593 1.5801538335032276e-05 -0.0018792665575223487 0.0014014941071492835 -0.00099533994001540344 -3.131957415049504e-05 0.00045683684310243993 -0.00037775647734522024 0.00010362866989026174 -0.00085283112403319178 0.00038500050136108506 0.00068022418714338596 -0.00055170011221065593 -0.00098239253428694401 -1.739393664340817e-05 0.00070472195652507307 0.00016942358335104711 -0.0019019297107715711 4.9720313088491298e-06
leaf_weight=0.0016082077579576692 0.51451820679340343 1.0044975574323585 0.51557183731848155 0.0012296134354891066 0.0015761186389562356 0.001828218056442843 0.52022316061149254 0.5064453309747855 0.5112319581602901 0.0011840008709012029 1.3779231060398158 0.51772216589597331 0.50635029295699474 0.50932553199363895 0.50797888531087654 0.51003488452988666 5.0608004697551223 1.5164385695453009 1.0108620323417197 1.5051287060741736 1.5150446461162514 1.5050220340540361 0.50365421438437508 1.5107153374001425 0.50732083682528539 3.0101802103415238 1.0089706226099249 0.50056753086552408 0.51903908285792866 14.593478545945301
leaf_count=240 129 19 67 23 143 59 111 95 138 106 41 39 31 49 37 37 62 54 32 21 57 12 10 28 53 167 59 3 280 1832
internal_value=1.71857e-07 -0.000489834 1.8661e-05 8.39466e-06 -0.0157264 -0.0431612 1.03795e-05 1.93529e-05 -5.167e-05 -0.041617 0.000179976 0.000486474 -7.90472e-06 -0.000934508 0.000262967 9.97659e-05 0.000138262 0.000283876 0.000123019 -4.79804e-05 -0.00023031 -2.1689e-05 4.04299e-06 -0.000224643 -1.58364e-05 -3.32436e-05 -8.71647e-06 -0.000236917 -0.000885016 5.02231e-05
internal_weight=41.7765 1.51902 40.2575 39.7419 0.00501254 0.00343643 39.7369 39.2166 27.1928 0.00241361 12.0239 4.56948 7.4544 1.01568 4.05176 3.54378 6.43872 3.03375 2.5273 27.1904 6.03591 4.52087 21.1544 3.01584 20.6432 20.1396 19.6322 4.02979 1.01961 15.6024
internal_count=4034 148 3886 3819 442 299 3377 3266 2789 129 477 294 183 80 255 218 103 181 86 2660 118 61 2542 49 2404 2394 2341 450 283 1891
is_linear=0
shrinkage=0.1


Tree=830
num_leaves=31
num_cat=0
split_feature=23 8 14 20 22 17 9 10 17 20 5 9 15 21 19 19 8 6 22 22 6 7 20 21 6 9 18 6 13 18
split_gain=3.09736e-05 0.000342849 3.14094e-05 5.65144e-05 0.00060705 0.000537342 0.000226678 0.000842544 0.00155236 0.000558371 5.9384e-05 0.000217987 2.63986e-05 0.000119123 4.50393e-05 3.26813e-05 9.62291e-05 0.000125047 2.81475e-05 0.000127966 0.000420745 0.000122312 0.000285526 6.59642e-05 0.000161158 6.25844e-05 8.02792e-05 0.000233565 0.000272034 4.00893e-05
threshold=0.13041500000000003 8.4434108459500017 128.57956104760004 34.654301448200009 -0.08262499999999999 193.96328872865004 179.18874144770004 61.622148808000013 187.61467154115005 47.709122305950011 13.154029769200003 210.65484416470002 46.435439118750004 15.285239689500001 14.651182102100002 14.551174033150001 8.2435668022500028 16.555386813950005 -0.053159999999999992 -0.067109999999999989 14.865347326450001 23.271765593750004 40.206947806850003 3.1271457700000007 14.385336111050002 203.06170522940002 13.603286548350003 14.275333540900002 117.66037007905001 15.243791139250002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 9 8 -8 -5 11 -9 14 -14 15 18 -17 -18 19 -12 -21 22 -20 24 -23 26 -25 -28 -29 -27
right_child=1 -3 3 6 5 -7 7 10 -10 -11 12 -13 13 -15 -16 16 17 -19 21 20 -22 23 -24 25 -26 29 27 28 -30 -31
leaf_value=-0.017423733707648447 -0.00017536050419526589 0.0026521795742799241 0.070531621601753317 -0.079962797837757185 -0.065255882787342304 0.023110250834575036 0.012496550842254223 0.044743730877234045 -0.10004301070180158 0.0084729279640551915 1.1869617696890703e-05 -0.01777187760463577 -0.0016648795637860506 0.00020683385907405936 0.00092931291149247206 0.00079903049326465021 -0.0020639758490366509 -0.00016112014004154157 4.1824606588628297e-05 -0.00023443197521193302 0.0032603591245609458 3.5254243703740911e-07 -0.0028341696298875459 0.00026021186706762049 0.0020404116229780635 0.0007090771790219017 -9.2703200409724809e-05 -0.0034871349158523361 -0.00022060573329548699 5.511267026589355e-06
leaf_weight=0.0010374296028022858 2.506582005969491 0.51733753359621903 0.0012268882603351382 0.0012088050529713715 0.0011790019814551058 0.0016528661067433427 0.0025574718600250837 0.001223048823531663 0.0023537509795765743 0.0017439935435805808 19.497325227393834 0.001025394915260408 0.51413678847342836 1.0041136454213768 0.51257256712233257 0.50512338271801049 0.51531472940195056 1.0470853699662255 1.0054418853332867 1.0066770250683017 0.52370317204919903 1.5126180970325429 0.52568153284503338 1.5044266994242139 0.52046808727972393 1.0152902200281912 2.503760690563166 0.52069581541036292 0.49953319787164219 4.0029459759286672
leaf_count=29 81 41 186 878 71 51 36 201 38 363 1070 148 116 16 39 32 55 16 38 46 57 73 65 11 92 56 34 41 3 51
internal_value=1.3577e-07 0.00030838 -2.39173e-05 -2.34514e-05 0.011776 -0.0136795 -2.46874e-05 -2.25759e-05 -0.0414391 -0.0277305 -1.73252e-05 0.0162337 -1.82685e-05 -0.000426999 -1.59529e-06 -1.45947e-05 -0.000400815 -0.000788725 8.4582e-06 8.09831e-05 0.000961502 -0.000103587 -0.000945592 3.13827e-06 0.000522606 -0.000101984 -0.000351318 -0.000612386 -0.00188775 0.000147857
internal_weight=41.776 3.02392 38.7521 38.7511 0.00405876 0.00283187 38.747 38.7441 0.00491122 0.0029528 38.7392 0.00224844 38.7369 1.51825 37.2187 36.7061 2.06752 1.5624 34.6386 21.0277 1.53038 13.6109 1.53112 12.0797 2.03309 10.0467 5.02842 3.52399 1.02023 5.01824
internal_count=4034 122 3912 3883 308 122 3575 2334 74 1241 2260 349 1911 132 1779 1740 103 71 1637 1173 103 464 103 361 165 196 89 78 44 107
is_linear=0
shrinkage=0.1


Tree=831
num_leaves=31
num_cat=0
split_feature=23 6 8 9 19 20 10 23 20 16 21 4 12 20 14 20 2 18 9 15 0 23 23 23 14 2 22 16 12 4
split_gain=2.56007e-05 5.05428e-05 2.8369e-05 2.43975e-05 9.44917e-05 0.000122726 5.44269e-05 0.000139901 8.3163e-05 5.38033e-05 0.000131245 5.56769e-05 9.57075e-05 6.73045e-05 5.53133e-05 0.000111352 8.3624e-05 0.000135056 5.20701e-05 4.9237e-05 4.06827e-05 3.75618e-05 8.78152e-05 6.2778e-05 0.000110435 3.21042e-05 0.000107944 4.69008e-05 3.32624e-05 5.3928e-05
threshold=0.41214500000000009 15.155354102400002 8.8430989333000021 199.68228938305 14.551174033150001 43.047778594550003 61.987779113750001 0.091645000000000018 40.664404858950007 22.624947093000003 7.3575695755500012 286.25887787650009 243.44243106745003 41.898943182100005 161.40546423680004 37.828051409500013 49.864842700850012 13.552878921100001 200.17144541975003 45.169600924000008 85.877418060900013 0.095750000000000016 0.10335500000000002 0.10828500000000003 271.76753865565007 168.84984911130002 -0.083954999999999988 22.604947139800004 88.640149746550023 180.08554717660002
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 -6 7 -1 20 11 -11 13 -13 14 16 -16 -8 -18 -5 21 -9 25 -23 -24 -25 28 -27 -28 -20 -30
right_child=1 -3 -4 4 5 -7 9 8 -10 10 -12 12 -14 -15 15 -17 17 -19 19 -21 -22 22 23 24 -26 26 27 -29 29 -31
leaf_value=-0.0019337114087032261 -5.8569232821366056e-05 0.00085552976436531361 -0.00074954228894261914 0.0010170392884983467 0.002092685336492713 -0.00010487430490185473 0.00041858461572177782 -0.00015391424170670934 -0.00079600571013842345 0.0018294413676696966 8.3023280678203181e-05 -0.0017698137464473764 0.00017477411750200616 0.001086215264662654 0.001432072121104605 -7.8773133966801153e-05 8.3826138491947165e-06 -0.0023018961858440423 0.00039801284464925901 -0.00098032675188433117 0.00063189900223663655 -0.0014912309847020149 0.00093289631766898899 -0.0015829693697295187 0.0001199768646476099 0.001703036183486082 -0.00075403780652784477 0.00042242039826211991 -0.0010505194814179925 4.0720466881465122e-06
leaf_weight=0.51674339607088526 1.5026256827140891 1.0124476285208173 0.52545678862935474 0.50637254110473406 0.51384756361146589 0.50279319839319214 0.50243325353743529 1.9078336397659543 1.5147395986273897 0.5192280960144936 2.5129317739183996 0.50796239914683261 0.50444627068700332 0.51914651552276048 0.524177223833587 7.0329227830837322 0.50053542552791419 0.51173873539029202 2.0077546526544827 0.5093794920721838 1.0063450254092456 0.51715951199492316 0.50779362510207837 0.50996292437236546 1.5036086589642876 0.51426084992363152 0.5106186802530529 1.0074406869252923 0.50828949730504902 10.534197986463157
leaf_count=516 51 36 188 26 36 6 8 43 49 79 53 221 418 489 226 267 18 32 81 56 13 126 38 50 41 187 207 45 44 384
internal_value=1.11907e-07 0.000309403 -1.97018e-05 -9.80116e-06 6.64041e-05 0.00100585 -9.24547e-05 -0.000376635 -0.000194963 1.06186e-05 0.000382081 -9.56054e-05 -0.000800897 -2.11557e-05 -8.45266e-05 2.60224e-05 -0.000636072 -0.00115954 1.6496e-05 -1.06985e-05 0.000117448 1.65575e-05 -0.000304208 -6.07364e-05 -0.000311316 8.11787e-05 0.000450885 2.67036e-05 2.36041e-05 -4.44712e-05
internal_weight=41.7752 2.51507 39.2601 38.7347 20.1535 1.01664 18.5812 4.94566 4.42892 13.6355 3.03216 10.6034 1.01241 9.59095 9.07181 7.5571 1.51471 1.01227 19.1368 18.6305 2.91418 18.1211 3.03852 2.52137 2.01357 15.0826 2.03232 1.51806 13.0502 11.0425
internal_count=4034 87 3947 3759 1327 42 2432 621 105 1811 132 1679 639 1040 551 493 58 50 1285 1259 56 1203 255 129 91 948 439 252 509 428
is_linear=0
shrinkage=0.1


Tree=832
num_leaves=31
num_cat=0
split_feature=15 4 22 9 6 3 22 7 2 22 19 8 7 20 13 6 21 9 16 7 15 6 12 20 16 21 8 21 5 20
split_gain=2.43923e-05 0.000115343 5.77559e-05 0.000540826 0.00050195 3.74702e-05 2.57916e-05 4.42053e-05 3.81195e-05 0.00132207 3.8862e-05 3.86208e-05 5.97392e-05 6.05242e-05 3.44903e-05 2.84718e-05 0.000111651 0.00012678 0.000100627 0.000301363 9.73327e-05 6.70207e-05 0.000187162 5.53582e-05 0.000186291 3.52099e-05 3.42472e-05 0.000163228 3.40886e-05 3.30247e-05
threshold=46.435439118750004 346.42057500560003 -0.58287999999999995 216.0493559571 13.835323260100003 92.913112988300014 -0.14138499999999998 24.002506000500002 41.467794892200004 -0.13953999999999997 14.651182102100002 8.7431769115000026 24.268610899850003 41.646178195200001 117.60122400020002 16.455384477450004 14.412800938450001 186.68586460755003 22.644947046300004 23.109894804950002 42.246988155050012 16.265380038000004 139.45036571045003 41.50623664750001 22.594947163200004 10.109275982950003 8.3434888241000014 10.885922772550002 20.769304081650002 42.824128352900011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -3 7 -4 -8 -10 11 15 13 14 -13 18 23 -18 20 -20 21 28 -23 26 29 -24 27 -17 -11 -25
right_child=1 5 6 -5 -6 -7 8 -9 9 10 -12 12 -14 -15 -16 16 17 -19 19 -21 -22 22 25 24 -26 -27 -28 -29 -30 -31
leaf_value=0.028404894516322172 -0.0016201107790572917 0.00083539373281929464 -0.0011508852564162423 0.071266681582449851 -0.061583844147407009 -0.00038251064610219152 -0.018062890580884387 -6.4444735281774521e-06 0.088841680089190314 -2.2323506553219261e-05 0.00089117223228830044 -1.0280597678504183e-05 0.0013443265616190304 -0.00081814106520773113 0.00081648921021957156 0.0019601486673006137 -1.2962916780733989e-05 -0.0022535243086040974 -0.00070535192693991871 0.0027243553534722193 -0.0013564534312430945 0.0021829941678886363 -0.00021981622423921954 -0.00024052314159092873 -0.0021431311624141337 0.00041914102556624448 -1.0007198101340188e-05 -0.00023003611245081117 -0.0008446479235429045 0.00066339557308679438
leaf_weight=0.0013465304469629782 0.50938550241580172 0.504355718691613 0.50853862687338369 0.001095542149189388 0.0011485634411201318 0.50610880519317947 0.0011644898313524213 1.0035642049639755 0.0016760919651720432 16.619809796354659 0.51272391506852599 1.0089212823657869 0.50986294930567044 0.50783965743859116 1.0093855977493147 0.51561027502888723 0.50030660665256543 0.50996190535624919 0.50922613639704539 0.51560587790550017 0.51186824218525018 0.51664978715689258 1.5114179034250699 2.0050878001402128 0.51680641469775412 2.0084766274667345 6.9202582685466041 1.0006773582324227 0.51987623679617456 0.50623125136033342
leaf_count=144 80 16 642 46 44 52 14 429 15 1490 54 41 29 44 28 79 21 25 23 52 58 124 38 60 78 17 65 11 134 81
internal_value=1.1647e-07 -0.000393142 1.49641e-05 0.0126971 -0.0130195 0.000225385 1.38328e-05 -0.000391334 2.96475e-05 3.01914e-05 2.63486e-05 1.47481e-05 0.000356955 0.000157669 0.000403199 -1.47774e-05 -0.000136152 -0.00114395 5.18869e-05 0.00102018 6.13212e-06 3.90683e-05 0.000405655 -4.73449e-05 -0.000414125 0.000144777 8.43033e-05 0.000514731 -4.7266e-05 -5.83114e-05
internal_weight=41.775 1.51985 40.2551 0.00359064 0.00249509 1.01046 40.2515 1.5121 38.7394 38.7383 38.7366 38.2239 3.03601 2.52615 2.01831 35.1879 12.4749 1.01027 22.7129 1.02483 21.6881 21.1762 4.03654 11.4647 3.02813 3.51989 8.43655 1.51629 17.1397 2.51132
internal_count=4034 148 3886 234 188 68 3652 1071 2581 2567 2552 2498 142 113 69 2356 420 46 1936 75 1861 1803 179 374 219 55 155 90 1624 141
is_linear=0
shrinkage=0.1


Tree=833
num_leaves=31
num_cat=0
split_feature=23 6 8 22 15 22 5 22 9 16 9 18 22 9 21 22 17 3 0 13 13 20 7 22 21 7 12 16 16 21
split_gain=3.05757e-05 5.63758e-05 2.88716e-05 3.26469e-05 4.87497e-05 0.000420761 6.51444e-05 2.72666e-05 0.000111921 2.95536e-05 9.6933e-05 0.000188768 8.36061e-05 3.66261e-05 6.22855e-05 2.64564e-05 2.32636e-05 3.68632e-05 2.23835e-05 0.000156579 3.07881e-05 2.8027e-05 0.000112854 0.000278666 6.80484e-05 0.000169417 6.28093e-05 6.21969e-05 4.86005e-05 0.000149647
threshold=0.41214500000000009 15.155354102400002 8.8430989333000021 0.26941000000000009 17.855957135100002 -0.083954999999999988 12.035423697300002 0.12427500000000002 195.94564826430005 22.654947022900004 186.68586460755003 12.909082926650003 -0.08786999999999999 194.56033515110002 7.1067965614000004 0.20167500000000002 184.67080164680002 93.894400205900013 97.878695155250014 99.115385895250014 104.08096806215002 40.563919884450009 22.907491544400003 -0.102645 4.837019638150001 23.203497038450006 109.22180275385001 22.634947069650003 22.604947139800004 7.7834773016000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 9 15 10 -8 -12 -11 16 -15 -9 -14 -18 20 -20 -13 24 23 -23 -22 -26 -24 28 -28 -30
right_child=1 -3 -4 -5 6 -7 7 8 -10 12 11 18 13 14 -16 -17 17 -19 19 -21 21 22 26 -25 25 -27 27 -29 29 -31
leaf_value=-0.022578678888400705 -5.0534518612110078e-05 0.00091476011307542015 -0.00075784842217636547 -0.00080780028535380191 0.020377773497066945 0.062968148853015715 0.0013737568694754127 -0.00066787846377250912 0.0016111439206020692 -0.0014668886353073043 -0.035311264919365905 0.00079151742754460469 -7.8727020593874432e-05 0.0011811286660912508 -0.00038298155384587998 0.00033598645506234477 -0.0012787198930184563 -6.8655293995193044e-05 6.0543807357394799e-05 -0.0018532929982613931 -8.5229209173891024e-05 0.00058068883520559186 0.0010810975949598124 -0.0027208906530004828 0.0021356374097075193 0.00020871786866549135 -4.4264562662554646e-05 0.00056685530162487894 -0.0020413485794404632 6.1632419492566804e-05
leaf_weight=0.0013291919446199486 1.5027074847004649 1.0128017591249543 0.52538232177636146 0.50814515839218088 0.0015684407148260906 0.0010132171052881734 0.51513831136080313 0.54727472477054595 0.51651718211455033 0.51022778113606637 0.0015146214682378858 0.50786443926086278 1.8594865199520461 0.51623084666196895 0.50234417796309572 0.50458276969090876 0.50500827481755528 0.50201640671459202 2.5017078370601165 0.5155916738061207 6.0426266517541816 0.50496115700661903 0.5127133188333336 0.51778857361482156 0.51459757684642671 4.0260753739762265 13.0632894095398 1.5140018966510478 0.50840241882873805 1.0117726589571896
leaf_count=589 51 36 188 148 296 326 648 18 84 76 12 28 13 60 7 42 20 22 75 230 204 17 57 55 26 123 470 31 54 28
internal_value=1.36472e-07 0.000338115 -2.15193e-05 -1.15318e-05 -9.46773e-07 0.0144249 -1.83082e-06 -2.6671e-06 0.000405645 -2.01385e-05 1.30069e-05 -9.07594e-06 -0.000263399 -0.000105345 0.000409736 -0.000186318 -0.000288372 -0.000675485 -7.39141e-06 -0.00026649 1.98254e-05 5.93568e-06 -7.12767e-05 -0.00109081 0.00013458 0.000427097 -8.50058e-06 -4.32049e-05 -0.000106539 -0.000641682
internal_weight=41.7747 2.51551 39.2592 38.7338 38.2256 0.00234241 38.2233 38.2217 1.56837 36.6534 32.258 31.7429 4.39531 3.88509 1.01858 1.05186 2.86651 1.00702 31.7414 3.0173 28.7241 28.2162 17.6329 1.02275 10.5833 4.54067 16.6102 16.0975 14.5835 1.52018
internal_count=4034 87 3947 3759 3611 915 2696 2400 144 2256 2058 1410 198 122 67 60 55 42 1398 305 1093 1065 712 72 353 149 640 583 552 82
is_linear=0
shrinkage=0.1


Tree=834
num_leaves=31
num_cat=0
split_feature=23 6 20 22 17 23 23 7 15 9 20 10 5 15 23 17 22 21 9 3 9 19 23 19 22 12 0 8 22 23
split_gain=2.47714e-05 4.57033e-05 2.5878e-05 0.000564046 0.000472345 2.58087e-05 2.56557e-05 0.000216182 0.000151125 8.68292e-05 0.000348304 4.90085e-05 3.85194e-05 8.05773e-05 8.03061e-05 0.000248605 8.60611e-05 6.43304e-05 0.000164937 9.23972e-05 4.38655e-05 0.000115903 7.41051e-05 4.87885e-05 4.95234e-05 0.000121384 7.10556e-05 8.82276e-05 4.56566e-05 0.000128247
threshold=0.41214500000000009 15.155354102400002 34.654301448200009 -0.08262499999999999 193.96328872865004 -0.27628999999999998 0.10507500000000002 22.977992916200005 35.215351613950006 179.18874144770004 47.927946529500012 61.998532946250002 21.500664456800006 37.274314847650004 0.093160000000000034 188.41589330430003 -0.058374999999999996 7.0441631297000011 201.32298960505003 91.77589519910002 187.11236276785004 14.451165964200003 0.096995000000000012 14.351157895250003 -0.093879999999999991 131.28785145870003 93.399723909900004 8.4434108459500017 -0.054619999999999995 0.094375000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -4 9 -8 -9 10 -7 -10 13 17 16 -16 -14 20 19 -19 -11 23 -23 24 25 -22 27 -26 29 -28
right_child=1 -3 5 4 -6 6 7 8 11 12 -12 -13 14 -15 15 -17 -18 18 -20 -21 21 22 -24 -25 26 -27 28 -29 -30 -31
leaf_value=0.066508282196402507 -4.5471224623864978e-05 0.0008238169698631851 -0.014161366611999005 -0.063638648901862924 0.018455095058961639 -0.0633829730702056 -0.0021581440076452311 -0.0016573337914948787 -0.00017162840868688046 0.00096433058657132233 0.014943459838262219 0.00045260578602719425 0.00010822014467328928 -0.0012959623876239606 0.00013999760523384925 0.0025681496610479269 -0.0012152453708906435 0.0010861827276018874 -0.0020584935769000167 -0.00038548364468696575 0.00014251274226562255 -0.0018675340576659002 -0.00015463541848671528 0.0010491406329640783 -0.0017662086269722675 0.0018061518238942768 -0.0017745513191385247 9.6623400931035333e-05 0.00011745172186417947 6.0581829289058426e-05
leaf_weight=0.0011706269287343248 1.5027581333220674 1.0121806638608175 0.0012905664582792955 0.0012028260733584839 0.0016794960826935629 0.0010107802647963482 0.52013129997978413 0.51511765012396082 2.5108715006761777 0.5058777121475363 0.0012952256691767718 2.5199375868652396 7.5375730009805304 0.51318872057890885 1.9125050935245327 0.54091312966500016 0.52560095177352728 0.51406613675319723 0.52303017875623981 2.507920241541342 3.0083806769602606 0.51075197834688768 0.4996572969830595 0.50588472045546851 0.511432454191868 0.5134257103625649 0.51003099089154291 0.50559152364803595 10.036918618676987 1.5030811106777795
leaf_count=188 51 36 143 72 55 781 89 139 26 68 327 47 283 95 64 87 132 108 250 31 202 40 5 77 32 166 144 27 252 17
internal_value=1.40506e-07 0.000304389 -1.93494e-05 0.00797084 -0.0158036 -2.01744e-05 -1.97095e-05 -0.000208808 -2.59867e-05 1.48535e-05 -0.019389 0.000141051 1.62018e-05 -5.7179e-05 0.000174379 0.00067534 2.19496e-05 -2.84857e-05 -0.000418911 -0.00013514 4.58822e-05 2.02198e-05 -0.00102049 8.17324e-05 5.22308e-05 0.000385046 -3.74689e-05 -0.000840142 3.02768e-05 -0.000404357
internal_weight=41.7745 2.51494 39.2595 0.00405295 0.00288232 39.2555 39.2542 6.06606 5.54593 33.1881 0.00230601 5.03081 33.1858 22.6692 10.5166 2.45342 8.06317 22.156 3.54502 3.02199 18.611 18.1052 1.01041 17.0947 16.5889 3.52181 13.0671 1.01702 12.05 2.01311
internal_count=4034 87 3947 315 127 3632 3489 301 212 3188 1108 73 2080 1514 566 151 415 1419 389 139 1030 962 45 917 840 368 472 59 413 161
is_linear=0
shrinkage=0.1


Tree=835
num_leaves=31
num_cat=0
split_feature=15 21 19 22 15 16 16 22 16 23 23 13 10 20 3 17 6 20 15 21 5 0 20 15 18 0 22 6 23 21
split_gain=2.39606e-05 0.000117016 3.66327e-05 5.17124e-05 0.000316517 0.000118455 2.71612e-05 0.000158381 0.000888942 0.000321358 0.000121257 4.98738e-05 0.000104091 4.11371e-05 8.16131e-05 6.49421e-05 0.00021732 4.28406e-05 4.75257e-05 8.14386e-05 3.84115e-05 0.000136291 0.000121866 3.51389e-05 3.13153e-05 0.000201015 0.000347186 0.000124677 0.000109741 7.38993e-05
threshold=46.435439118750004 15.285239689500001 14.651182102100002 -0.51146999999999998 24.118672490250002 15.484963789400002 22.624947093000003 -0.14429 22.239947993350004 0.093735000000000027 0.079805000000000029 117.63886241405002 61.993156030000002 41.919251152600005 92.598563387050021 192.94032447935004 16.505385645700006 41.289992964000007 40.042228346200012 6.6209860876500004 24.107645372150007 86.329079026800017 40.040005255000004 43.030193406950012 13.946975448150001 93.399723909900004 -0.089094999999999994 14.745344522600002 0.10469000000000002 1.9176293050000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -5 12 -9 15 -15 17 -17 18 19 -8 21 22 -14 -20 -23 26 -26 28 29 -27
right_child=1 -3 -4 6 -6 -7 13 11 -10 -11 -12 -13 20 14 -16 16 -18 -19 23 -21 -22 24 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.014369273491406993 -0.0016151096737360233 0.0002386417237281983 0.00085248139695278053 -0.016024801395934284 -0.058874902412871591 0.034176716474040754 0.0010322916338512216 -0.0014812268815696565 0.069107301175956135 -0.061196738731719727 0.027245387186195565 0.00092851920953262849 -7.9646376603502062e-05 0.00017702866614117301 -0.0013731647570187492 0.0024217130919055633 -0.0004975269952005682 0.00052765589981653414 -0.00050416511757085409 -0.00012753755561219787 0.00082293542506145642 0.00012562464036506153 -0.0022651457434747771 9.5809981028243332e-05 0.00041768346215197605 -0.0011834205455690931 -0.0032349991921700409 0.0015040270528117489 -0.0015025070822313822 3.5774123664846958e-05
leaf_weight=0.0010084528932695616 0.51509448422891679 1.0047312511040258 0.51543392039919567 0.001311181400049417 0.0010062142658169293 0.0010020796512866248 1.0113262510922125 0.5111464875125965 0.002057952021004894 0.0010080722877190973 0.0012797436228203654 0.51218859479062828 0.50187267376386702 1.0108161293464935 0.51145591316261008 0.51278634923096322 0.50729093697555072 2.0148016281591481 2.0525415590382186 1.5082958969178433 0.50514044459099849 10.049700372012909 0.5189808878322657 1.8614384747288566 0.5108028110837779 0.51609947165520331 0.53044209496265959 0.52729923355177355 0.50980327214760102 13.545933845573431
leaf_count=171 129 19 67 657 89 119 38 156 33 66 114 39 24 22 82 78 18 25 26 21 83 241 81 21 50 293 145 120 147 860
internal_value=1.40222e-07 -0.000389626 1.48561e-05 3.99164e-06 -0.0130882 0.00982678 4.9856e-06 -4.61373e-05 0.0166847 -0.0132912 0.00534778 -4.94305e-05 -6.71756e-05 0.000138692 -0.000343808 0.000216264 0.000969956 0.000125262 -7.54821e-07 0.000337995 -4.10973e-05 -5.71371e-05 -0.00119071 -0.000218825 -1.29521e-05 -9.92359e-05 -0.00144311 -6.56193e-06 -6.12244e-05 -8.9723e-06
internal_weight=41.7741 1.51983 40.2543 39.7388 0.00301675 0.00201053 39.7358 28.7451 0.00565695 0.003599 0.00259093 28.7394 28.2272 10.9908 1.52227 9.46848 1.02008 8.4484 6.4336 2.51962 27.7161 27.2109 1.02085 3.91398 26.1901 16.1404 1.04124 15.0991 14.5718 14.062
internal_count=4034 148 3886 3819 379 290 3440 3109 870 837 771 2239 2200 331 104 227 96 131 106 59 2044 1961 105 47 1856 1615 195 1420 1300 1153
is_linear=0
shrinkage=0.1


Tree=836
num_leaves=31
num_cat=0
split_feature=8 14 23 6 3 20 22 5 21 21 3 9 13 22 21 20 13 16 6 9 20 3 22 3 22 7 9 22 15 22
split_gain=2.6341e-05 0.000326328 0.00018085 0.000102749 0.00037152 6.06329e-05 0.000390602 0.000273357 5.32751e-05 4.818e-05 0.000161699 6.68061e-05 0.000245726 4.31706e-05 4.14444e-05 3.06279e-05 3.50244e-05 2.72326e-05 2.63596e-05 3.08626e-05 4.12095e-05 2.58759e-05 0.000194043 0.000104941 6.3983e-05 9.17362e-05 7.71431e-05 0.00012383 5.04812e-05 0.000115867
threshold=8.543332867800002 143.06733454090002 0.13041500000000003 16.425383776450001 89.256809930900019 34.883496062400006 0.15844000000000005 19.234448447350001 13.279159471700002 15.309137451250002 76.172084209950015 177.77223095870002 116.35915634395 -0.048954999999999992 6.4631116253000007 40.00488309970001 117.70876232545002 22.724946859200003 16.465384711100004 205.22231928645002 40.098777110850008 93.281431752200021 -0.058374999999999996 93.14163192940002 -0.091919999999999988 23.032902590750002 187.45330412110005 -0.086139999999999994 40.974857724300008 -0.082424999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 6 7 -3 13 10 -7 12 -12 15 -2 16 -5 21 -17 20 -20 23 24 28 25 -23 -26 -28 -13 -30
right_child=2 5 -4 8 -6 9 -8 -9 -10 -11 11 17 -14 -15 -16 18 -18 -19 19 -21 -22 22 -24 -25 26 -27 27 -29 29 -31
leaf_value=0.053107130952905923 0.001044823637011366 -0.022550604230423717 0.0019676144482137438 0.0012472221808604812 -0.0028590928283339068 -0.030627188407817141 -0.064218805759408915 0.045511549867967412 0.0008592203374632178 -0.0010038137201315678 -0.016826649746081938 -6.6009187228659318e-05 0.047799814662586496 -0.00076084396913126632 -0.00023140814810420626 0.00031627874181030331 7.1254294573776429e-05 0.0005231718881989095 6.7977959114891718e-05 7.9789856218931508e-05 -0.0012116108755052171 0.0016005866765780284 -0.0020898893982392902 0.0014013771597835717 9.6774381048290393e-05 -0.00030272977190045193 0.00014149297469894624 -0.0020692608777551948 -0.00042940593842885963 0.001700693342135194
leaf_weight=0.001154981341992988 0.5110716372936206 0.0012690508998849095 0.51302788349988837 0.5097518260535574 0.52825141114773533 0.0017271789388634265 0.0010476059988900055 0.0011029417874847125 1.0131511944043374 0.51734861869686355 0.001130561579992472 23.636995504929207 0.0012267375606902498 0.556297547824533 0.50675748288063005 2.5071082408494791 0.50335936108422175 0.8641088457297873 0.50022757798433282 2.5031467212626097 0.506549935702715 0.51012124696043748 0.51691984335793151 0.51841917387355252 2.0043653288471437 0.50285866864184214 0.50224973496671754 0.51128772469922967 0.50302970452742102 0.51866244849372722
leaf_count=21 66 132 35 39 79 720 71 112 33 232 553 1119 158 85 37 27 21 24 2 65 39 39 67 31 51 26 15 42 16 77
internal_value=1.46346e-07 -4.633e-05 0.000135821 4.31938e-05 -0.000707342 -4.83031e-05 -0.0133633 0.0090973 0.000178129 -4.68395e-05 -3.06565e-05 -2.8929e-05 0.0168049 8.71711e-05 0.000409412 0.000154275 0.000662948 -3.02263e-05 6.86275e-05 -0.000108268 -0.000575834 -4.63137e-05 -0.000265841 -6.65987e-06 -3.19257e-05 0.000655751 -0.000262749 -0.000973741 -3.62622e-05 0.00065194
internal_weight=41.7737 31.115 10.6587 10.1457 1.54608 31.1139 0.0034196 0.00237199 8.59959 31.1105 30.5931 30.5914 0.0023573 7.58644 1.01783 7.03014 1.01311 30.589 6.01703 3.50992 1.00678 29.7249 4.5478 25.1771 4.03088 1.01298 3.0179 1.01354 24.6587 1.02169
internal_count=4034 3506 528 493 182 3485 315 244 311 3170 2938 2218 711 278 103 193 60 1507 133 106 41 1483 240 1243 173 65 108 57 1212 93
is_linear=0
shrinkage=0.1


Tree=837
num_leaves=31
num_cat=0
split_feature=8 8 2 20 19 22 2 15 6 7 10 13 22 17 8 10 18 19 15 17 17 9 20 20 0 18 9 6 17 21
split_gain=2.48408e-05 4.15189e-05 5.57507e-05 8.072e-05 2.525e-05 0.000121784 0.000136897 9.25891e-05 6.11014e-05 5.12815e-05 4.79342e-05 0.000133633 6.92121e-05 0.000451982 0.000285902 0.000218904 4.48209e-05 0.000105541 0.00018984 4.4546e-05 7.98684e-05 4.37509e-05 4.3341e-05 2.80717e-05 6.19471e-05 0.000151592 0.000210086 0.000134901 4.80259e-05 8.77025e-05
threshold=8.8430989333000021 8.7431769115000026 74.580378076100018 41.32819714970001 14.451165964200003 -0.026144999999999998 224.95410153095003 42.493282152450007 16.525386113000007 22.835261448650005 61.987779113750001 117.62810858150002 -0.15076499999999998 191.86029796145002 8.1436447804000007 69.873026810350026 13.303774303900001 14.351157895250003 42.493282152450007 191.58460912770002 187.51563899930002 195.70012057590003 40.280372415600006 41.898943182100005 93.399723909900004 13.754580103150001 205.22231928645002 14.745344522600002 191.08747234645003 4.1620892039000008
decision_type=2 2 2 2 2 2 2 2 2 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 10 6 7 8 9 -6 11 -1 13 15 -15 -12 17 -14 -19 20 22 -11 -13 24 25 -18 -27 -26 -25 -30
right_child=-2 2 3 -5 5 -7 -8 -9 -10 21 12 19 16 14 -16 -17 23 18 -20 -21 -22 -23 -24 28 27 26 -28 -29 29 -31
leaf_value=-0.0018854155616549854 -0.00068227098906259941 -0.00017705274003235343 0.0018102390874185203 0.0002660915264361812 -0.0011296880666636906 0.0015630823014484302 0.0015738895950383174 -0.0014226726987591489 0.00068025199642807394 0.00047951720729773876 0.050669574517658078 -1.9783673900650097e-05 8.3565551643796175e-06 -0.0037075706102392943 -0.070526684565467679 -0.0076038637993831731 -0.00014774663878098571 0.0025320600952316308 -0.00020009592415173006 -0.0010152257158740992 0.0011400001064614709 -0.00037239214239086405 -0.0010633169791565134 -0.00087193138481534154 -8.2521213904774554e-05 -0.002906386079145601 -5.1348274220605076e-05 0.0015623571279359172 0.0013950499065876153 5.3837071962858544e-05
leaf_weight=0.51188885013425744 0.52668806718599981 1.0013498213256729 0.50945218214002341 1.0090709803549573 0.51134015497882535 0.57126812097685942 0.51140797332521248 0.50907263631486177 1.0138279873353893 1.0060183739533388 0.0011417533351690832 1.8594883535394036 3.0167308383159002 0.0011448363493969885 0.0014531366067842555 0.0014805422032205841 4.0049829103438643 0.51624395474527751 0.50124963502463515 0.50763948063707198 0.50694208035766752 1.5041986976721089 0.50639020134632939 0.50765547427845525 9.5504974863834011 0.525941806889201 0.50540879470054278 0.52605808804843057 0.51536632417554251 9.0321396614719802
leaf_count=383 201 9 33 23 54 73 50 58 33 25 149 68 126 361 52 279 41 43 25 25 17 46 62 353 761 98 38 107 184 257
internal_value=1.47474e-07 8.86139e-06 0.00040218 0.00078414 -1.6731e-05 0.000179105 2.27282e-05 -0.000151831 8.48865e-06 -0.000216909 -5.00241e-05 -0.000379673 -6.09332e-06 -0.0115196 -0.0410818 0.0177685 -4.03515e-06 0.000305405 0.00118611 -0.000151664 9.30519e-07 -3.09729e-05 -0.00024314 -5.36358e-05 -0.000139781 -0.000426156 -0.00150729 3.35154e-06 7.58402e-05 0.000126235
internal_weight=41.7735 41.2469 2.51987 1.51852 38.727 5.62713 5.05587 4.54446 4.03539 3.02156 33.0998 3.89235 29.2075 0.00522027 0.00259797 0.0026223 29.2023 4.03422 1.01749 3.38046 2.87282 2.51022 2.36588 25.1681 15.1129 5.03633 1.03135 10.0766 10.0552 9.54751
internal_count=4034 3833 65 56 3768 339 266 216 158 125 3429 555 2874 841 413 428 2033 194 68 172 147 71 130 1839 1045 177 136 868 794 441
is_linear=0
shrinkage=0.1


Tree=838
num_leaves=31
num_cat=0
split_feature=23 6 20 19 23 18 19 7 18 3 22 9 23 7 6 6 16 21 18 20 23 14 14 21 6 7 21 5 7 15
split_gain=2.36529e-05 6.50574e-05 2.80315e-05 0.000530974 2.90066e-05 0.000558766 0.00107165 0.001273 0.000104197 9.25171e-05 7.72436e-05 0.000256987 6.26195e-05 0.000150757 0.00101129 9.14581e-05 5.60327e-05 2.36081e-05 6.00922e-05 4.60381e-05 6.67344e-05 3.71926e-05 4.40703e-05 4.96468e-05 3.23915e-05 5.40147e-05 5.3896e-05 8.97666e-05 8.08393e-05 6.71355e-05
threshold=0.41214500000000009 15.155354102400002 34.654301448200009 13.951125619400001 0.10249000000000003 12.867440043550003 14.251149826300002 21.844899366700002 14.199468390000002 93.216908757050007 -0.086139999999999994 186.68586460755003 0.09914000000000002 22.181995028450004 16.605387982250004 14.905348261050003 22.584947186600004 1.6974749567000003 14.254777969200001 38.478081868400004 0.078905000000000017 158.81906729850002 162.62753922915002 7.3575695755500012 16.535386346650004 22.649177329550003 14.70115454445 22.649179082500002 23.109894804950002 46.074827201850006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 9 16 -11 -12 13 14 -7 -14 -6 18 -15 20 -19 -21 23 -23 25 -24 28 -28 -27 -30
right_child=1 -3 4 -5 8 12 7 -9 -10 10 11 -13 15 17 -16 -17 -18 19 -20 21 -22 22 24 -25 -26 26 27 -29 29 -31
leaf_value=-0.027620701520081628 -0.00012021057996984342 0.00091685840738927888 -0.038318449645485829 0.046340666962548779 -6.8135789054677795e-05 -0.037882611076098228 -0.024433590418458235 0.080195504483905722 -0.0015541287115400284 -9.3111101303461615e-05 7.5021038550655044e-05 -0.0026652679178737699 -0.00016740124937768933 0.00028513445882824188 0.09590395341997078 0.0017286184668111216 0.00073701839565017645 6.8031933384794273e-05 -0.0012405902569955695 -0.00086973051919528332 0.0014686057618359446 0.0013383347915717444 -0.0010083943557381999 -6.5346640054674864e-05 -0.00034062826188219019 -0.0012576397738988795 0.0016671620583582328 0.00013472557418217515 4.318714219295519e-05 -0.0011250258274812569
leaf_weight=0.0019888887399791546 1.5019628178849083 1.0127821366135092 0.0018608839272545854 0.0018959387795689508 2.0119855455004663 0.0011872096357569964 0.0016501431371978015 0.0039377555964232869 0.52312935226864787 2.5084251059291844 0.86095631712050413 0.56801851291299688 0.50450996585279628 0.51433457743038624 0.0010780698371361253 0.5132097549185346 1.5153028713393726 1.0058255757785191 0.5182644162528427 0.50982985641417755 0.51408131547697822 0.50735828100187308 0.51175298543688086 0.50057906791423079 3.0205288797068581 0.51276878442595375 0.51229255221658165 1.5058733129715731 19.601110182473352 0.50459994820030374
leaf_count=265 51 36 395 50 48 224 43 29 178 44 14 70 72 112 31 42 23 60 319 86 94 41 67 8 69 93 150 18 1242 60
internal_value=1.43945e-07 0.000297456 -1.89008e-05 0.00847517 -1.97414e-05 2.37073e-05 0.0274092 0.0492978 -0.000189812 -9.42003e-05 -0.000427412 -0.00101425 1.71816e-05 -8.7828e-06 0.0257878 0.000788712 0.000277754 -1.07153e-05 -0.000480631 5.8986e-06 0.000541751 -2.35179e-05 -7.64321e-06 0.000641215 -3.2635e-05 7.55366e-06 3.05215e-05 0.00052372 -1.77535e-05 1.38681e-05
internal_weight=41.7731 2.51474 39.2583 0.00388483 39.2545 31.2666 0.00744878 0.0055879 7.98782 7.46469 3.9374 1.42897 31.2592 30.2415 0.00226528 1.01772 3.52729 30.2392 1.0326 29.2066 1.51991 27.6867 27.1769 1.00794 26.1689 23.1484 22.6366 2.01817 20.6185 20.1057
internal_count=4034 87 3947 315 3632 3255 467 72 377 199 128 84 2788 2674 255 114 71 2419 431 1988 154 1834 1748 49 1699 1630 1563 168 1395 1302
is_linear=0
shrinkage=0.1


Tree=839
num_leaves=31
num_cat=0
split_feature=8 19 23 0 15 5 15 22 22 8 3 2 2 16 16 20 23 21 21 23 23 20 20 21 21 20 22 19 3 20
split_gain=2.1689e-05 3.72868e-05 7.93016e-05 9.26099e-05 9.66411e-05 8.27716e-05 6.26466e-05 0.000148372 6.05611e-05 0.000125831 0.000263287 7.25109e-05 6.42255e-05 8.45691e-05 3.20807e-05 7.51944e-05 0.000224502 5.42613e-05 3.29899e-05 3.76215e-05 3.13987e-05 3.09978e-05 6.05868e-05 2.50971e-05 3.48065e-05 2.34419e-05 2.31093e-05 6.05938e-05 5.51963e-05 0.000245514
threshold=8.8430989333000021 14.351157895250003 0.13041500000000003 88.872360418250011 34.139075990150012 20.849573174100005 46.074827201850006 -0.086139999999999994 -0.087234999999999993 8.4434108459500017 92.058183302850011 161.52534673545003 104.38256328765002 22.654947022900004 22.594947163200004 41.50623664750001 0.41214500000000009 11.507908610950002 8.9626214023500008 0.092835000000000015 0.10932000000000001 41.243661560350013 40.636252116050009 7.9499782602000009 6.9016076392500008 42.402981339000007 -0.094519999999999993 13.151061067750001 83.326071295150015 36.893814626400008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 4 -3 -6 8 -8 12 10 -10 -11 13 -7 17 21 -17 18 20 -20 23 22 -16 24 26 -21 27 -1 -28 -30
right_child=-2 2 -4 -5 5 6 7 -9 9 11 -12 -13 -14 -15 15 16 -18 -19 19 25 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.00124546862664884 -0.00063744044296407598 0.0014658912822562349 0.00082631430607719124 -0.0012487628019419834 -0.0011910901150451252 0.0015415806359638511 0.00058660436390273163 -0.0018301747097776188 -0.00022304970121475056 -0.00016244304851587926 0.002971858300282374 0.00071915977158205793 -0.00027164955739743143 -0.00028877082774729187 7.5386424830399036e-05 -0.0025687425909509086 1.4519215840871126e-06 0.0010094511865598732 -0.0011789712562064747 -0.00060405880259564249 -0.00076706157389215155 0.00031306736490373162 -0.00087390096598761308 0.00072138761024704288 -0.00080729416460434227 0.00035983088841127332 3.8215861097059162e-05 9.8311704747581081e-05 0.00031556723647400503 -0.0023398143830593819
leaf_weight=0.5128192929922325 0.52675380776299974 0.50794327976313525 1.5141331318227447 0.51861071845610318 0.50838309431264761 0.50871056034929452 0.50428177215396097 0.51187682911284216 0.5018984206253696 2.4123519309177941 0.53064656500107787 1.5212884375196152 3.5105299487163037 0.50107143020522926 2.0070865803081701 0.51472907215900843 1.0002971274689114 0.51835371212569725 0.5064313472600489 0.50527177480636953 0.50839562547864048 1.5042846507783449 1.0109899531200879 0.50983871221813259 0.50660434647635355 0.50397758189823549 11.534146022405844 4.5089029536042897 1.0112182015452416 0.53105276537054935
leaf_count=618 201 37 30 88 40 39 46 67 6 33 144 38 62 11 38 72 7 538 205 63 106 12 27 107 149 13 557 326 68 286
internal_value=1.76872e-07 8.31988e-06 0.00014424 5.84465e-05 0.0001173 5.5089e-05 0.000115411 -0.000630817 0.000195344 0.000436399 0.00141888 0.000178506 -6.94886e-05 0.000633328 -5.81902e-05 -0.000262035 -0.00087177 -1.36365e-06 -2.61504e-05 -0.000475651 8.56903e-06 -5.77697e-05 -0.000242604 2.91987e-05 1.02301e-05 -0.000122732 3.31143e-05 0.00021546 -3.69115e-05 -0.000598765
internal_weight=41.7729 41.2461 13.5517 12.0376 11.519 11.011 10.5027 1.01616 9.4865 4.96619 1.03254 3.93364 4.52031 1.00978 27.6944 6.03739 1.51503 21.657 21.1387 1.51568 19.623 4.52236 3.01808 19.1146 18.6047 1.00925 18.0981 5.02172 13.0764 1.54227
internal_count=4034 3833 641 611 523 486 446 113 333 221 150 71 112 50 3192 156 79 3036 2498 281 2217 77 65 2111 2004 76 1855 944 911 354
is_linear=0
shrinkage=0.1


Tree=840
num_leaves=31
num_cat=0
split_feature=22 5 13 16 17 9 4 5 4 12 6 22 7 0 19 10 21 5 18 13 20 21 9 21 7 15 9 22 23 21
split_gain=2.27903e-05 0.000106162 0.000109702 2.54645e-05 2.17158e-05 5.28135e-05 3.424e-05 0.000394207 2.23835e-05 7.55463e-05 5.80261e-05 0.000167873 7.46323e-05 6.99261e-05 6.79333e-05 0.000240734 4.5338e-05 5.16223e-05 4.76213e-05 4.1154e-05 4.05573e-05 3.46461e-05 3.82122e-05 6.85322e-05 9.75679e-05 0.000304289 5.23215e-05 3.081e-05 3.77886e-05 7.9383e-05
threshold=0.12427500000000002 19.925387549600003 102.94912718925001 12.644970430600003 205.83789591070004 208.51380245710001 142.34057910165004 20.748863230450002 244.52697497700004 174.18091207835002 16.515385879350003 -0.089795 23.109894804950002 86.20003303655001 14.451165964200003 62.132955852800002 1.9176293050000004 22.649179082500002 13.036600629150001 117.60660091645001 43.680097826700013 2.0523604381000005 203.06170522940002 9.6671863198000008 25.748884604400001 31.504255087500002 201.61239113610003 -0.0019399999999999999 0.088145000000000015 6.7697770556500005
decision_type=2 2 2 2 2 2 2 2 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 7 -1 9 16 12 19 13 -10 20 -16 18 21 -8 -12 -14 -18 26 24 25 -24 27 28 29 -23
right_child=1 -3 -4 -5 5 -7 8 -9 10 -11 11 -13 14 -15 15 -17 17 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.024279003013727242 -1.2138613997654484e-05 0.0014890648012584745 -0.0013040109776239568 0.00099379049178757511 -3.7868441325974514e-05 -0.0012121717238501774 -0.00011807231337238023 0.053131304790663358 -0.0016507000299586924 0.0012627146581107582 5.6881254935991669e-05 -0.0021283927717205583 -4.3262978287170951e-05 6.3804160507216817e-06 0.0023670354782679096 -0.00069638086145520136 0.0008728291059615788 0.0010739183511241453 -0.0012381869844109686 -0.00095402779977825738 0.00087426460814298218 0.00011819886549027307 0.0029647378091624218 -0.00085871380874953272 -7.8878234405365343e-05 0.00024507499634699391 -0.0010581435323594951 -0.00037947367458356475 -0.00010838859513022739 0.0014540655120979084
leaf_weight=0.0014284336819362356 0.50129454296242537 0.56768648942724165 0.51289134170082218 0.50533040237530424 1.5082711266373257 0.51333633565272996 1.3592938766512475 0.0012194562577292345 0.50826557099865655 0.51513379130319137 2.0012621427611648 0.51531141008946546 10.552566432402791 0.51035816098466946 0.51772666696394398 0.50844608558327309 0.50498793775123729 0.51173344769956131 0.52659939149244106 0.50415463426690355 0.50480609119036657 3.5214172643451476 0.51731044562617867 0.50481930824714449 2.5040469241591183 2.0092550131339522 0.50728190746815549 2.0046996798789971 6.0425179019318582 0.50915602760229939
leaf_count=16 124 126 75 75 294 298 154 32 115 41 72 90 599 146 67 19 59 217 245 46 225 220 72 46 119 79 50 57 173 83
internal_value=1.76899e-07 0.000322256 -0.00011366 0.000492842 -1.67624e-05 -0.000336053 3.75524e-07 0.0113715 -4.23957e-07 6.62772e-05 -8.95287e-05 -0.000484628 1.56205e-06 -0.000820458 7.0857e-05 0.00084918 3.69607e-05 8.30607e-05 -0.000430843 -0.00014654 -1.37477e-06 5.5837e-05 3.30688e-05 0.000252031 0.000363493 0.000801922 -6.32395e-05 -2.14524e-05 4.97994e-05 0.00028695
internal_weight=41.7726 2.0872 1.51952 1.00662 39.6854 2.02161 37.6638 0.00264789 37.6612 21.5383 16.1229 3.02073 13.1022 1.01862 12.0835 1.02617 21.0231 19.1372 1.88589 2.50542 11.0574 18.6255 18.1205 5.53543 5.03061 2.52657 12.5851 12.0778 10.0731 4.03057
internal_count=4034 400 274 199 3634 592 3042 48 2994 1615 1379 208 1171 261 910 86 1574 1175 399 118 824 958 899 316 270 151 583 533 476 303
is_linear=0
shrinkage=0.1


Tree=841
num_leaves=31
num_cat=0
split_feature=15 21 19 10 22 7 8 21 21 0 2 17 3 4 17 9 5 15 10 20 7 18 8 22 4 20 21 17 19 16
split_gain=2.39505e-05 0.000134637 3.38672e-05 8.82657e-05 0.000686502 0.000936355 2.23597e-05 0.000113363 5.30957e-05 0.000118345 0.000364751 6.27491e-05 8.86527e-05 5.14333e-05 5.55663e-05 7.97098e-05 5.02736e-05 0.000177135 8.8814e-05 0.000264908 3.8044e-05 0.000122554 4.31483e-05 5.15126e-05 0.000158585 2.73336e-05 0.00011391 0.000171204 6.7542e-05 6.35061e-05
threshold=46.435439118750004 15.285239689500001 14.651182102100002 61.622148808000013 -0.018034999999999999 20.752538901500003 8.543332867800002 14.894616075700002 10.109275982950003 85.995710218650018 96.242542698950004 196.70243143610003 92.058183302850011 202.67232305910002 189.50863627480001 194.56033515110002 22.649179082500002 42.493282152450007 62.036171360100006 40.664404858950007 23.032902590750002 13.142272494650003 8.4434108459500017 -0.101395 169.14490639835003 40.241071441700008 3.4801976177500005 181.44667750215004 13.651101412550002 18.754956142750004
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 11 -10 -11 13 -13 14 15 -8 18 -18 19 -5 21 -20 25 -24 -25 26 28 -28 29 -22
right_child=1 -3 -4 6 -6 -7 8 -9 9 10 -12 12 -14 -15 -16 -17 17 -19 20 -21 22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.014974070847095067 -0.0017049437924318693 0.00028400935867762194 0.00082039615253285802 -2.2890927474414692e-05 0.042425336741953895 -0.093322158882823289 -2.9026926527770196e-05 -0.0015035833121785384 3.7731819578033717e-05 -0.00056032268146818292 0.0032163474829883412 0.0015900758459951392 7.6688255182216065e-05 -0.00068013325912526191 -0.00028981943348243845 0.0014944945076282414 0.0020546302871623104 4.2447019492861191e-05 -4.7844630277237565e-05 -0.0026371394447204069 5.8700276305792764e-05 0.0017389213085880321 2.2983053858142992e-05 0.00027771834710854583 -0.0022231766892559547 7.2724545808463818e-05 0.00017759875517357285 -0.0024110296293223493 0.0011143628209673519 -0.0011506359796530227
leaf_weight=0.0015770545274127468 0.51460760707788367 1.0050205998579214 0.51528636260795835 1.5054587260237782 0.001485902576483982 0.0016169953096417389 1.0468535483923895 0.51927571619776358 2.0053530444522214 0.50309721208623137 0.5200971101403411 0.52105331147788581 1.5053202084030202 1.519678447233211 2.5052823516825811 0.51106004762733181 0.51610996541304688 2.8720577497539637 1.500569436425071 0.52202379407916044 3.0175492732034317 0.51584201172763045 1.0028964933819682 0.50111048108374123 0.51325124560975155 14.067709038654703 0.50149051464535144 0.52083694154198934 0.51148277883339677 0.50722194293678047
leaf_count=240 129 19 67 21 143 59 17 247 23 20 35 94 32 53 34 56 192 92 98 59 420 228 51 4 58 1144 47 256 41 55
internal_value=1.79449e-07 -0.000389531 1.48919e-05 4.44667e-06 -0.0137281 -0.0398512 6.06416e-06 -3.92962e-05 0.000130127 0.000484253 0.00135939 -1.08183e-05 0.000465834 -0.000183825 1.79907e-06 0.000470751 -1.26871e-05 0.000348957 -6.13349e-05 -0.000695992 -5.77537e-06 0.000409249 -4.53553e-05 -0.000485228 -0.000987696 1.03831e-06 -0.000198318 -0.00114121 4.0503e-05 -0.000115326
internal_weight=41.7723 1.51963 40.2526 39.7374 0.00467995 0.00319405 39.7327 29.0949 10.6378 3.02855 1.02319 7.60925 2.02637 5.58287 4.0632 1.55791 28.5756 3.38817 25.1874 2.02748 23.16 2.01641 21.1435 2.01726 1.01436 19.1263 5.05858 1.02233 4.03625 3.52477
internal_count=4034 148 3886 3819 442 299 3377 3013 364 78 55 286 126 160 107 73 2766 284 2482 80 2402 326 2076 113 62 1963 819 303 516 475
is_linear=0
shrinkage=0.1


Tree=842
num_leaves=31
num_cat=0
split_feature=8 8 2 20 19 22 2 4 23 23 10 20 13 13 9 3 23 6 13 21 12 23 23 6 21 6 2 19 19 23
split_gain=3.02368e-05 3.3157e-05 4.58385e-05 7.78124e-05 3.49567e-05 0.000107083 0.00013927 9.16444e-05 0.000144478 0.000134079 5.21481e-05 0.000124751 0.000279567 4.01296e-05 0.000274263 0.000775179 3.56641e-05 3.24229e-05 6.02754e-05 2.35159e-05 0.000163623 4.85141e-05 3.40417e-05 0.000145924 2.79032e-05 2.58365e-05 2.53221e-05 2.33631e-05 2.32094e-05 2.16415e-05
threshold=8.8430989333000021 8.7431769115000026 74.580378076100018 41.32819714970001 14.451165964200003 -0.026144999999999998 224.95410153095003 224.82737758030004 0.10932000000000001 0.097970000000000015 61.993156030000002 40.633548727200008 117.67112391160002 117.58509325145 183.49441567960005 93.281431752200021 0.086955000000000018 16.575387281250006 117.54207792135001 8.9626214023500008 175.05669486425003 0.11243000000000002 0.10301500000000002 14.745344522600002 15.974186315300003 16.435384010100005 168.84984911130002 11.850956171350001 14.251149826300002 0.10220000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 10 6 7 9 -9 17 11 16 -13 14 15 -12 -1 18 -6 21 -21 22 29 27 25 26 -22 -24 -28 -16
right_child=-2 2 3 -5 5 -7 -8 8 -10 -11 13 12 -14 -15 19 -17 -18 -19 -20 20 24 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00069651180523618635 -0.00075300479235067513 -0.00016382057866665012 0.0017156516113089959 0.00019910591844175967 0.00030218082627844414 0.0015154398364932125 0.0016349867516796319 -0.0020488712630007439 -0.00011121641961900662 0.0017413158687116304 0.015524691909106048 -0.0029636792409444617 0.00033949844425542756 0.00061651515054439291 2.8616011016665158e-05 -0.08452095732079451 -0.00021564580503619991 0.00033133904584995398 -0.0012430686592814831 -0.0018957465495807486 -0.00069051240645220632 -0.00094100425103859579 0.00028691292046211127 0.0018769460043636334 0.00067400663415232212 -0.00078475167826459052 0.00069383431423974116 -0.00067718660273540822 -3.6608919065606835e-05 -0.0006338579754544796
leaf_weight=0.50408615546530766 0.52630909915866553 1.0014215550563688 0.50910388736821222 1.0085978779768305 0.50435263719919088 0.57098698115902635 0.51160019652271405 0.51725409476314999 1.5028993226624434 0.51193557527767541 0.001715643230835103 0.52093630573824368 0.50423548676826568 1.0083274906478781 19.620433354918131 0.0014117680498543922 2.8638819603774657 1.003796680979576 0.50537343785254052 0.51970174282358428 0.50133624789391396 0.50930128620783932 0.50100977048186723 0.51220294098035868 0.50390368204155045 0.50485661886097855 0.50871980593383703 0.50442086552180143 3.001877494510051 0.50582970515063763
leaf_count=145 201 9 33 23 41 73 50 88 18 31 925 314 56 25 1223 138 48 16 22 151 35 75 14 28 30 21 124 36 27 14
internal_value=1.66585e-07 9.77735e-06 0.00036132 0.000707822 -1.30902e-05 0.000217308 7.07417e-05 -0.000105311 -0.000607347 0.000296275 -5.22684e-05 -0.000373123 -0.001339 -3.16343e-06 -2.57235e-05 -0.0296377 -7.91225e-05 -7.11247e-05 -0.000471225 -2.23794e-05 -0.000206643 2.37038e-05 4.64043e-05 0.00050311 -3.18003e-05 -0.000110542 -2.57001e-05 -0.000196772 6.92394e-05 1.19662e-05
internal_weight=41.7718 41.2455 2.51912 1.5177 38.7264 5.6282 5.05721 4.54561 2.02015 2.52546 33.0982 4.39314 1.02517 28.705 27.6967 0.00312741 3.36797 2.01352 1.00973 27.6936 5.5404 22.1532 21.6439 1.51763 5.02069 4.51679 4.01193 1.00543 3.5106 20.1263
internal_count=4034 3833 65 56 3768 339 266 216 106 110 3429 563 370 2866 2841 1063 193 79 63 1778 388 1390 1315 78 237 207 186 50 151 1237
is_linear=0
shrinkage=0.1


Tree=843
num_leaves=31
num_cat=0
split_feature=15 21 19 22 19 5 13 9 8 8 21 18 19 15 23 6 17 16 10 13 13 7 17 17 18 17 7 20 20 23
split_gain=2.77247e-05 0.000126044 3.69795e-05 3.74813e-05 0.00027715 8.12227e-05 6.51529e-05 5.07796e-05 2.24345e-05 3.255e-05 2.85098e-05 0.000124772 2.44528e-05 9.13217e-05 0.00012078 9.61197e-05 3.8347e-05 8.52908e-05 3.16415e-05 7.13162e-05 6.2814e-05 0.000113381 5.53633e-05 5.58543e-05 2.09478e-05 9.73954e-05 3.24549e-05 2.93207e-05 8.66102e-05 7.48345e-05
threshold=46.435439118750004 15.285239689500001 14.651182102100002 -0.50001499999999999 13.151061067750001 15.904541771600002 98.050756475600011 66.346857137250012 8.8430989333000021 8.7431769115000026 14.946136646400001 13.091807150500001 14.451165964200003 41.800301886400014 0.13041500000000003 16.435384010100005 193.58923865885004 22.674946976100003 61.998532946250002 117.58509325145 117.62810858150002 23.667467222350002 191.75825325995004 187.51563899930002 13.276755824150003 188.64489188380003 23.032902590750002 36.893814626400008 38.244973486750006 0.097450000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -5 -8 9 10 12 -12 18 14 15 -14 17 -17 20 24 21 -9 23 -22 25 -20 -26 29 -29 -28
right_child=1 -3 -4 6 -6 -7 7 8 -10 -11 11 -13 13 -15 -16 16 -18 -19 19 -21 22 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=0.030419371602708335 -0.0016918661739436709 0.00023269147816936135 0.00085758450449513511 -0.019594315766694681 -0.051254942631603441 -0.0087234002796172574 0.022013706434543052 -0.0020142899966211288 -0.00064558475815149465 0.0003627189164160916 0.00058725333982518788 -0.0016257907471303422 -0.0014245575185711746 0.001484648329588144 0.0014861505265005809 0.0014693198597961468 -0.00025054522233731053 -0.00033169011936737996 -1.3955625908623245e-05 0.0011921696800094486 -0.00010033921496221042 0.00010439053811835368 -0.00103114648275232 0.0010568798343311555 -0.00083267594217596393 0.0015024705158842426 0.0013864538392205372 -0.0013270995575901787 -1.8882482210985131e-05 -9.7608436458023116e-05
leaf_weight=0.0010374466841231713 0.51460344191823892 1.0046714163569772 0.51540874104812573 0.0016958670848187243 0.0011098575303805092 0.0010840569514471154 0.001048476744705761 0.50994198301682192 0.52116544142541599 2.5172866448658615 0.50440524294290046 0.51475721060415935 0.51528850516569935 0.51225013510975959 0.50788569976430142 0.50706603185244625 1.5121950875627588 0.54617921469616704 2.5086577471680473 0.50616370185889437 2.3655791817060257 0.50049433909589425 0.50555774728854874 0.50636571290715426 0.50260514785409682 0.50957375470170507 0.51348665696872942 0.51849215572332497 21.120800291928489 1.0044083914959072
leaf_count=172 129 19 67 1027 105 117 198 321 121 45 38 76 68 60 9 28 40 22 109 10 105 3 15 14 42 29 74 99 824 48
internal_value=1.5565e-07 -0.000419188 1.59834e-05 5.06729e-06 -0.0107645 0.010418 5.94314e-06 6.77973e-06 6.19898e-06 1.48624e-05 -9.00252e-06 -0.000530508 5.89667e-06 0.000235622 5.73322e-05 -0.000178221 7.2115e-05 0.000535374 -2.39421e-05 1.62785e-05 -0.000273117 -0.000964855 -6.61722e-05 0.000103695 -6.03173e-06 0.000242065 -3.7681e-05 -2.04264e-05 -5.02283e-05 0.000404433
internal_weight=41.7713 1.51927 40.252 39.7366 0.00323136 0.0021215 39.7334 39.7317 39.7306 39.2094 36.6922 1.01916 35.673 4.10086 3.58861 3.08073 2.56544 1.05325 31.5721 27.1842 4.38794 1.01044 3.3775 2.87194 26.678 3.01823 23.6598 23.1572 21.6393 1.5179
internal_count=4034 148 3886 3819 394 289 3425 2398 2200 2079 2034 114 1920 227 167 158 90 50 1693 1235 458 324 134 119 1225 138 1087 1045 923 122
is_linear=0
shrinkage=0.1


Tree=844
num_leaves=31
num_cat=0
split_feature=15 2 16 22 22 19 16 13 3 22 21 10 22 7 10 9 20 20 21 23 12 9 23 9 9 22 18 10 9 17
split_gain=2.59739e-05 0.000117367 5.3284e-05 3.49025e-05 3.38083e-05 2.95277e-05 2.24431e-05 7.19032e-05 0.000113191 0.000292357 5.62967e-05 0.000250403 0.000484427 8.70629e-05 0.000158081 3.43503e-05 3.05217e-05 0.000243793 9.32777e-05 9.21745e-05 3.68186e-05 3.04304e-05 5.0259e-05 3.34423e-05 2.64338e-05 2.5764e-05 2.27e-05 6.51793e-05 3.98435e-05 2.19042e-05
threshold=45.560261772200008 222.71270326640004 22.614947116400003 -0.081354999999999997 -0.087234999999999993 14.651182102100002 22.624947093000003 117.63886241405002 93.281431752200021 -0.097294999999999993 11.798219863050003 61.977025281250008 -0.078504999999999991 23.314707969200004 61.907125369850007 200.95377551580003 41.872294782850005 41.481306584950012 4.1620892039000008 0.11002000000000002 110.40005327080002 212.35746315350005 0.092075000000000032 208.51380245710001 207.30588428080003 -0.053159999999999992 13.659439901750002 62.036171360100006 198.49982034990003 180.84080166530003
decision_type=2 2 2 2 2 2 2 2 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 7 8 16 15 11 13 -13 14 -8 -10 17 19 -18 21 -20 23 -23 24 29 -12 27 -22 -28 -1
right_child=1 2 3 -5 -6 -7 10 -9 9 -11 25 12 -14 -15 -16 -17 18 -19 20 -21 26 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00021659796472323393 -0.0016657709354185768 -3.5759987592037874e-05 0.0001097664954426182 -0.0010675488433424395 0.0011219156092638933 0.00077228985809379687 9.3010216577670408e-05 0.001138329307092816 0.0006844047098883599 -0.002815167322139483 8.9044757040785674e-05 -0.00042037550806350274 0.0039016995375037995 0.00056048769317738401 -0.0019554286062058454 -0.00048349320684229897 0.0014436054072874173 -0.0022321586009810975 -0.00076862960607198107 -0.0013310080429385072 -6.6833988112641111e-06 0.0012544631979180677 3.6800009662640208e-05 -0.00082155795262560361 0.00071494639293112464 -0.00036018396395773902 -0.00082139941614472784 0.0013848802233399505 0.00010031005081009037 -8.9158899274160308e-05
leaf_weight=3.0106913174769305 0.510081341862055 0.50217559914674581 0.50067856451925585 0.50659067685687875 0.50688921322713343 0.51511725890484328 1.4099464729440003 0.51321574749775223 0.50499850251684841 0.52136081566061632 3.5080855626802077 0.51298948566881108 0.52443444755112956 1.5079714684082395 0.51410031096929731 0.50235799294495109 0.51536371199951503 0.51435751692931475 0.50567040035865929 0.5207960401411097 0.99995634641027031 0.51108264978466866 1.0065468802830935 0.50700691313620971 0.50575054785212792 2.007099395328579 0.50529926687099536 0.50737822681498801 6.5278225367273821 10.56519946939582
leaf_count=180 89 21 36 29 33 67 68 119 344 248 43 43 83 36 31 22 354 105 69 150 5 129 91 94 34 26 460 73 254 698
internal_value=1.52373e-07 -0.000310639 3.21755e-05 -0.000482346 0.000545782 2.01599e-05 1.01563e-05 -3.47086e-05 -5.6033e-05 -0.000892893 0.000139318 0.000403091 0.0017645 -8.43456e-06 -0.000454327 0.000101986 -8.12352e-06 -8.79716e-05 0.000135025 -2.16413e-05 6.0474e-05 2.0697e-05 0.000446865 -2.36364e-05 5.09263e-06 -7.44396e-05 0.000109564 0.000461726 3.40892e-05 -2.1352e-05
internal_weight=41.771 2.52642 2.01633 1.00727 1.00906 39.2446 38.7295 28.7449 28.2316 1.52872 9.98463 4.46944 1.03742 3.43202 1.92405 1.00736 26.7029 17.1414 9.56149 16.6271 9.04613 16.1063 1.51763 14.5886 14.0816 5.51518 8.54046 1.50733 7.03312 13.5759
internal_count=4034 208 119 65 54 3826 3759 3429 3310 614 330 261 126 135 99 366 2696 1481 1215 1376 861 1226 220 1006 912 69 792 78 714 878
is_linear=0
shrinkage=0.1


Tree=845
num_leaves=31
num_cat=0
split_feature=15 7 23 8 19 18 23 17 22 15 2 16 17 23 16 2 6 17 21 16 20 21 23 9 17 23 20 22 14 9
split_gain=2.72884e-05 0.000128377 4.57298e-05 2.43353e-05 3.24447e-05 0.000141563 0.000547034 0.000424624 9.10114e-05 0.000192289 0.000100687 0.000220703 6.29826e-05 9.59242e-05 6.40227e-05 3.25395e-05 0.000166453 2.91268e-05 2.46717e-05 7.14426e-05 5.15237e-05 5.12538e-05 0.000125053 4.23951e-05 7.21432e-05 8.61444e-05 3.54888e-05 3.00049e-05 7.30098e-05 7.55313e-05
threshold=46.435439118750004 23.514778597300005 0.092260000000000023 8.8430989333000021 14.351157895250003 12.885811969150001 0.10249000000000003 181.44667750215004 -0.067109999999999989 39.15620581320001 185.01730422545003 22.584947186600004 195.42788627465004 0.086355000000000029 22.534947303500005 108.24034454255001 16.575387281250006 192.00947391610003 5.5824770163000013 22.644947046300004 43.308802343500005 6.4178488307500006 0.084090000000000012 195.70012057590003 186.81084395895002 -0.27511499999999994 42.865207177650007 -0.046635000000000003 275.53285369170004 205.88909726980003
decision_type=2 2 2 2 2 2 2 2 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 12 10 11 -10 15 14 -14 16 -6 -17 19 26 21 22 -20 24 -23 -26 -7 28 29 -25
right_child=1 2 -4 -5 8 18 -8 -9 9 -11 -12 -13 13 -15 -16 17 -18 -19 20 -21 -22 23 -24 27 25 -27 -28 -29 -30 -31
leaf_value=-0.027066933865001482 -0.0017108992242622703 -0.00043884824346001927 0.00090676626695000663 -0.00065997964917063781 0.0019927387996804646 -1.988082770716043e-05 -0.078784399502618646 0.055218891891517713 -0.00041122947761031365 0.0022493017765208329 -0.00014995887354633377 0.0025266355281588302 -0.00082597892424948023 -0.0017033978631894261 0.00076565793544280199 -0.00027849664250761958 -3.0439871552852835e-05 0.00020354301986384563 0.0003435749562260696 0.0012097876506397248 -0.0011294123039963927 5.2219116709421813e-05 -0.0018791141261841296 0.00030152670657580816 -0.00010800778795764577 -0.0019559765921943516 0.00082902490041785913 -0.0001261900354115895 0.0013930030584241326 -0.0010180253455534429
leaf_weight=0.0015974923439187041 0.50901097343048984 0.50312075753163366 0.50711917865692158 0.52582233177907411 0.52042728373726133 14.589345833069467 0.0010985988763003718 0.0010324237551762039 0.50737841887166701 0.58031278108911966 2.0038002104520274 0.51551827945331752 0.50558529380941741 0.51848228717412315 0.50530998555245787 2.5033264393734669 1.8601088243121919 2.5107252094095571 0.50188783871139153 0.51209027377564176 0.50781814388665658 1.503131381346152 0.5106954403631746 3.0173473781369098 0.49969896643813394 0.50940936023581007 0.50966603061640015 3.5142284876707777 0.50904842196934152 0.50661720626335016
leaf_count=431 84 43 21 184 127 1190 15 17 23 98 25 26 24 89 33 38 30 28 29 40 511 75 42 75 12 121 305 100 106 92
internal_value=1.57236e-07 -0.000415877 0.000236622 1.586e-05 2.48056e-05 -3.65403e-05 -0.0195205 0.00523594 0.000157939 0.000581836 0.000262131 0.00106939 -1.3398e-05 -0.000597557 -3.03772e-05 0.00010742 0.000411863 -3.71212e-05 -3.38686e-05 4.81707e-05 -0.000144468 -9.92935e-05 -0.000777436 -3.10319e-05 -0.000386855 -0.00104088 8.77392e-06 8.74104e-05 0.000273534 0.000111823
internal_weight=41.7708 1.51925 1.01024 40.2515 39.7257 27.1947 0.00372851 0.00262992 12.531 3.60701 3.0267 1.0229 8.92397 1.52938 1.0109 7.39459 2.38054 5.01405 27.191 15.6111 11.5799 11.0721 1.01258 10.0595 2.51224 1.00911 15.099 7.54724 4.03301 3.52396
internal_count=4034 148 64 3886 3702 3161 463 448 541 172 74 49 369 146 57 223 157 66 2698 1535 1163 652 71 581 208 133 1495 373 273 167
is_linear=0
shrinkage=0.1


Tree=846
num_leaves=31
num_cat=0
split_feature=15 7 19 23 22 6 7 3 19 7 19 10 20 8 8 10 20 23 20 2 5 2 9 8 18 5 22 6 23 19
split_gain=2.20944e-05 0.00010385 3.71365e-05 3.706e-05 3.15342e-05 0.000236625 4.09642e-05 0.000245644 2.64617e-05 7.83123e-05 2.41485e-05 0.000199589 0.000270215 9.18814e-05 4.07271e-05 4.34288e-05 0.000109623 0.000312358 3.36615e-05 8.09038e-05 3.15498e-05 0.000153122 0.000233512 5.94338e-05 8.22346e-05 5.67228e-05 0.000240701 7.89888e-05 9.74666e-05 3.0859e-05
threshold=46.435439118750004 23.514778597300005 14.651182102100002 0.092260000000000023 -0.51146999999999998 13.78532209185 21.147833206800005 103.48681881535002 14.551174033150001 23.150522195450005 14.451165964200003 62.057679025150001 41.50623664750001 8.3434888241000014 8.7431769115000026 61.987779113750001 40.206947806850003 0.11531000000000002 40.040005255000004 69.881082014850008 21.723721974650005 161.52534673545003 198.16621393750003 8.543332867800002 13.632440008000001 20.911722254300006 -0.093879999999999991 16.265380038000004 0.097970000000000015 14.351157895250003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 5 -1 7 -6 10 -10 14 12 -12 -13 15 16 -8 -18 19 -16 25 22 -22 24 -23 27 -27 -17 -29 -20
right_child=1 3 -4 -5 6 -7 8 -9 9 -11 11 13 -14 -15 18 20 17 -19 29 -21 21 23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.011699714111933173 -0.0015380248389490435 -0.00039484534257049541 0.00085766956372193548 0.00081661153109244917 0.043255237676821302 -0.047398166981517158 0.00014398637317553724 -0.019721331181283604 -0.0013555293226872479 2.9592489194953078e-05 0.002893990423448962 0.00020309435839212573 8.6799243887767343e-05 -0.0016920843888578855 -8.0150267114276116e-05 -3.3744375311876271e-05 -0.0029868933248527255 3.0985221716177721e-05 -0.00027656623393904062 0.0017091210585098481 0.0028166625254052511 -7.0649459074854134e-05 -0.00020879417114514671 0.00035206589207278553 -0.0014629546138648386 -4.5437881510956304e-05 -0.0024125116751834807 0.0018456789852391471 -0.00011419857269699503 0.00050680993686754675
leaf_weight=0.001808605301062082 0.50956954928982945 0.50326647582875039 0.51540924137844868 0.50681250490447383 0.00128306051634025 0.0010833301641088866 1.8623881408415437 0.0011973706036786935 0.55941257992599647 1.5098933004759372 0.5204227625526977 0.50304825999955916 1.005227693108125 0.52051274934083835 0.50090191922209049 18.119728525999889 0.5207688844144488 1.0045041469784337 1.0055104787782518 0.51000614082272477 0.51775967830739744 2.5036237670393158 0.50289779240773669 2.5117485487935483 0.51075753631360532 2.5011186649023571 0.51867770304610106 0.51116132055062624 0.50387191365416584 1.005903052228291
leaf_count=236 84 43 67 21 167 143 25 418 76 40 44 22 49 61 10 1935 56 9 28 32 50 50 6 26 84 32 131 44 26 19
internal_value=1.53376e-07 -0.000374148 1.4285e-05 0.00021301 3.34539e-06 -0.0104386 4.10541e-06 0.0128548 3.30311e-06 -0.000344859 2.24333e-05 0.000319615 0.00104438 -0.000760663 8.56835e-07 -3.21961e-05 -0.000370816 -0.000999399 0.000351791 0.000822542 7.77163e-06 0.000200642 0.00132596 -7.20102e-06 -0.000306562 -4.92225e-05 -0.000452005 1.43435e-05 0.000872778 0.000115198
internal_weight=41.7703 1.51965 40.2506 1.01008 39.7352 0.00289194 39.7323 0.00248043 39.7298 2.06931 37.6605 2.54921 1.52565 1.02356 35.1113 32.089 3.38766 1.52527 3.02232 1.01091 28.7013 6.54679 1.02066 5.52613 3.01438 22.1546 3.0198 19.1348 1.01503 2.01141
internal_count=4034 148 3886 64 3819 379 3440 585 2855 116 2739 176 93 83 2563 2474 90 65 89 42 2384 216 56 160 134 2168 163 2005 70 47
is_linear=0
shrinkage=0.1


Tree=847
num_leaves=31
num_cat=0
split_feature=8 22 5 18 17 17 7 9 15 12 23 21 15 21 14 6 6 6 17 7 2 20 21 21 14 4 19 22 20 5
split_gain=3.1234e-05 2.57831e-05 0.000215755 0.000576676 0.00037687 0.0003061 0.00136881 0.000811619 8.67867e-05 9.14805e-05 7.93843e-05 9.03941e-05 5.62673e-05 0.000126393 6.34091e-05 0.000129256 4.5709e-05 0.000104853 3.12972e-05 6.51711e-05 0.000195612 5.92044e-05 2.81045e-05 3.93465e-05 2.38142e-05 9.0741e-05 0.000140812 6.16307e-05 0.000100252 5.28531e-05
threshold=8.8430989333000021 0.010890000000000002 13.524641568350001 17.831113090000006 206.50651863080003 179.11813834395002 23.779256055650006 189.46063690070002 41.800301886400014 92.218642671200016 0.12201500000000003 6.9016076392500008 46.074827201850006 15.285239689500001 300.01056687215004 16.515385879350003 13.715320456250003 11.175261108200003 204.49254535040004 24.710307675200003 110.52061241095002 39.896141435400004 0.83684949340000014 3.2747793567000003 203.19727026630002 222.75625367455004 14.551174033150001 -0.067109999999999989 41.50623664750001 21.454033346250004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -4 9 -3 11 22 14 -14 16 -16 17 -7 19 24 -21 -20 -11 -24 29 26 -26 -27 -29 -18
right_child=-2 8 5 -5 -6 12 -8 -9 -10 10 -12 -13 13 -15 15 -17 18 -19 21 20 -22 -23 23 -25 25 27 -28 28 -30 -31
leaf_value=-0.0146668824392488 -0.00076543955245946156 0.0013801077335260344 -0.022876377716429738 0.030680813918427176 -0.10003032057302973 2.9100757978455788e-05 -0.098414665760915912 0.088152526822250679 0.0014228103299941215 -0.00067174014710005001 0.0012099152940168649 -0.0013605705907337321 -0.0018608596287548016 0.00036871155880815294 0.0018673630911631234 -0.00037648029665147904 3.6803306972974173e-05 -0.0017318989675133179 0.00022032181484130445 -0.00059823236417595705 0.0021664329608039085 -0.0013094294606369572 0.00091732331848196817 -3.0641135095333318e-07 -0.0021641541025528041 -0.00015939687338529011 0.00018971577534140048 0.00094148058269868246 -8.5845781353638653e-05 0.00084517869031417283
leaf_weight=0.0010305550169046589 0.52616375657905123 0.51143647855820695 0.0019115985950409744 0.0011557695351119552 0.001038223038843379 1.0042267756441967 0.0016589167536567029 0.0010042723188234959 0.51233496927284328 0.55251840761933824 0.50901757018118843 0.51397739508593776 0.51392101121331879 0.503233154058222 0.52520517491355589 0.50220259605935713 10.563752354343084 0.50973795147452428 0.50493773234344874 0.50496420125136754 0.51891874079186096 0.50704797078242336 0.50671079727530433 6.0037679211398629 0.51603934788506822 10.038640816658765 0.5007570207635581 1.5290492759713767 2.5078751781119308 0.87586533136789135
leaf_count=413 201 62 518 333 92 21 84 8 38 153 29 262 141 13 274 34 372 152 39 26 78 42 61 189 84 151 4 48 41 71
internal_value=1.58034e-07 9.92504e-06 -3.21726e-05 -0.0258979 -0.0575068 -2.95768e-05 -0.0258948 0.0153637 0.000158422 8.30751e-05 1.03819e-06 -8.01736e-05 -2.58936e-05 -0.000757788 -1.96344e-06 0.00077056 -2.8348e-05 -0.000563812 2.90639e-08 2.00874e-05 0.00080294 -0.000546149 1.30015e-05 7.11127e-05 -1.01233e-05 -9.26055e-05 -0.00100491 -2.67022e-05 0.00030327 9.86959e-05
internal_weight=41.7701 41.2439 32.1342 0.00322455 0.00206878 32.1309 0.00457479 0.00291587 9.10976 8.59743 8.08599 7.57697 32.1264 1.01715 31.1092 1.02741 30.0818 1.51396 28.5678 27.5559 1.02388 1.01199 7.063 6.51048 26.532 15.0924 1.0168 14.0756 4.03692 11.4396
internal_count=4034 3833 3039 838 505 2201 610 526 794 756 694 665 1591 154 1437 308 1129 173 956 875 104 81 403 250 771 328 88 240 89 443
is_linear=0
shrinkage=0.1


Tree=848
num_leaves=31
num_cat=0
split_feature=17 22 16 19 14 21 20 19 23 23 13 23 15 6 14 20 9 23 23 22 22 14 23 13 9 7 16 23 21 13
split_gain=2.71993e-05 0.000127849 8.63661e-05 0.000119507 8.16225e-05 8.60005e-05 4.69611e-05 8.68175e-05 4.40037e-05 8.47363e-05 0.000230853 5.67989e-05 0.000166818 0.000110979 7.96409e-05 7.94765e-05 0.000199813 5.30841e-05 0.00011803 4.87896e-05 5.66253e-05 4.17591e-05 5.0701e-05 4.23375e-05 4.55468e-05 5.38877e-05 3.91161e-05 3.65482e-05 0.000152979 4.77642e-05
threshold=192.77618096940003 0.12427500000000002 18.634956423400002 12.150980378200002 177.36626049935003 2.3925196316500004 40.664404858950007 14.451165964200003 0.09013000000000003 0.08766000000000003 104.59984048135001 0.10507500000000002 41.800301886400014 16.505385645700006 234.57881148155005 41.360869295700006 184.36538191430003 0.085895000000000013 0.084360000000000018 -0.099639999999999992 -0.12546499999999997 256.97906312420008 -0.26753499999999997 117.59047016770002 200.17144541975003 23.604435110900003 18.794956049200003 0.09117500000000002 8.0341677368500015 117.55820867010002
decision_type=2 2 2 2 2 2 2 2 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 -4 -6 7 26 9 17 -11 15 13 14 -13 19 -17 18 21 20 -10 23 -23 24 25 -1 -7 -8 -29 -30
right_child=1 -3 4 -5 5 6 27 -9 11 10 -12 12 -14 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00012122988283698758 0.00024726661388821842 0.001617535090171814 0.0013242461968119557 -0.0019151895777363163 0.0013097862151785959 0.00064644898540741928 4.0264793758385063e-05 0.0015417719247045741 0.00015087659925269942 -3.7884388504645682e-05 -0.0026443638450063364 -0.0013967245607165544 -0.0019627308870349739 0.0013321185000403075 1.3656357546599212e-06 -0.00040990955106912324 0.002390973915023947 0.00088197467612938013 -0.0016472504364580096 -4.5538429954056228e-05 0.0014475074144685196 4.7576913688038823e-05 -0.001369691399804006 0.00090673680318778538 0.00026536966062651589 -0.0012518573032225474 -0.00011698454281155524 -0.0013808261519860931 -0.00024374072848814201 0.00059916040188071626
leaf_weight=2.5072120703155378 0.5031688752747695 0.53005097597779638 0.52333571659869704 0.51933730178784987 0.53143795279915096 1.0074603266556357 9.5364256712204085 0.51577118528075505 1.003243626858185 0.99979685638214566 0.51475201682616556 0.51132192715351132 0.51108878669413638 0.5122258786765278 2.0055251563301661 0.50138659738025049 0.51768593847617206 0.50706697072140272 0.5079016717452961 6.4189685495441919 0.5070182650869669 0.50274560164161886 0.50692504327829735 0.50562124294487087 2.5099970874025344 0.50675527521297414 2.0104191211178204 1.0150550128808635 2.0098216459336986 1.0101792319974263
leaf_count=440 388 206 104 484 229 25 202 42 62 96 91 59 42 50 68 46 106 93 98 149 17 98 333 107 113 118 72 36 43 17
internal_value=1.34094e-07 8.54939e-05 4.31604e-05 -0.000851058 9.351e-05 5.69899e-05 1.80669e-05 0.000342786 -7.61516e-05 -0.000237511 -0.000923753 4.74837e-05 -0.000291575 -9.6041e-06 -0.00028267 0.000181623 0.00101293 -0.000108468 -0.000175012 7.47827e-05 0.000586176 -6.87862e-05 -0.000663991 3.08824e-05 -4.92866e-05 -0.000311329 0.000137873 -6.64812e-05 -0.000318764 3.82066e-05
internal_weight=41.7697 19.7125 19.1824 1.02251 18.1599 17.6366 17.1051 3.53365 22.0572 9.56877 1.51455 12.4885 3.54016 3.02907 2.51685 8.9483 1.01907 8.05422 7.54716 7.92923 1.51026 7.03926 1.00967 6.02959 5.52396 3.01397 3.01788 13.5715 4.03506 3.02
internal_count=4034 1848 1642 872 770 666 437 139 2186 1587 187 599 219 177 127 380 152 1400 1307 228 79 1209 431 778 671 558 97 298 96 60
is_linear=0
shrinkage=0.1


Tree=849
num_leaves=31
num_cat=0
split_feature=8 19 22 21 19 21 2 21 3 4 7 7 22 22 20 22 23 16 12 18 7 19 7 17 18 8 3 23 8 21
split_gain=3.65483e-05 2.84812e-05 7.10972e-05 0.000181278 0.000305708 8.74971e-05 7.15018e-05 6.27326e-05 9.51561e-05 8.03048e-05 0.000174941 7.43415e-05 4.70013e-05 4.39558e-05 4.73253e-05 4.6005e-05 7.98501e-05 0.000107228 8.51475e-05 7.06647e-05 6.73544e-05 0.000100407 6.55518e-05 7.6112e-05 0.000103406 0.000339151 6.45298e-05 3.03261e-05 2.66192e-05 2.47907e-05
threshold=8.8430989333000021 14.351157895250003 -0.067109999999999989 12.315862460400002 14.551174033150001 15.109659503850002 102.94361713510001 5.4279412736500001 92.913112988300014 193.73972847335003 23.296055099200004 22.977992916200005 -0.020814999999999997 -0.095204999999999998 42.360359531950003 0.010890000000000002 0.10469000000000002 20.404952284350003 92.218642671200016 15.289002683150001 24.876210878000006 13.251069136700002 24.710307675200003 183.19621122360005 13.777522434500002 8.3434888241000014 93.499196860750018 0.086355000000000029 8.4434108459500017 7.2055597121000003
decision_type=2 2 2 2 2 2 2 2 2 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 5 4 -4 7 -6 8 27 10 -9 -11 -5 14 29 20 17 18 -17 -20 22 -22 23 -15 26 -26 -25 -3 -13 -1
right_child=-2 2 3 12 6 -7 -8 9 -10 11 -12 28 -14 15 -16 16 -18 -19 19 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00017326780395179111 -0.00082822626426075699 0.00058269359342126808 0.0032485543946147496 -0.00060208833070283336 -0.00047681097342785615 0.0012680952244486401 0.0011705034264906035 0.0022078566122842981 -0.0013382468455817834 -0.00083422693429535232 -0.00041732405983497276 -0.00015503005426621184 0.00036192307227559778 0.00020265140897529643 0.001110337038843759 0.001299802470809359 -0.0011345062840742361 0.0015610156871807164 -0.0011749892062238587 5.4466304226230006e-05 -0.001987704970692874 -7.7444662065748886e-06 0.00061048098827388552 -1.5757689694554609e-05 -0.0031853911938460066 -0.00024031700731258046 -0.00076155351801976705 -0.00031278185075382317 0.00033336708650361937 -0.00056021315495588617
leaf_weight=5.0174072924383388 0.52592050714674954 0.50511817972414697 0.53743684322183782 1.0093689683035907 0.54578003170172451 0.50921498313297853 0.50943112616362818 0.51381774775927602 0.87272695857396332 1.005668339216953 0.50171456135103654 2.0079882458308624 1.0136863919766481 3.0105600283117608 0.5126090072251025 0.51060196116379053 0.5106243858248839 0.50778985039868008 0.50694063528696709 6.0081070368588785 0.5163905275671441 0.50816807887307092 1.0091086807611667 5.0249074598754371 0.52796634719314939 1.5075155112447189 1.508440036096937 1.5050276670472156 2.5120711161877978 0.50739889880753519
leaf_count=695 201 76 88 26 8 35 47 63 92 35 8 39 31 107 759 56 71 23 287 304 405 80 26 59 99 34 53 56 37 134
internal_value=1.39536e-07 1.07025e-05 0.00012951 0.000509195 0.00130723 -8.69407e-06 0.000318474 -7.76829e-05 -0.00046632 9.35976e-05 0.00091091 -5.66102e-05 -0.000119054 -4.74219e-05 0.000191187 -0.000113939 7.56623e-05 0.000157689 5.62612e-05 -4.11985e-05 -0.000225977 -0.00100567 -0.000162518 -0.000229883 -0.000381849 -0.00100421 -0.000187949 -8.77629e-05 0.000116402 0.000105905
internal_weight=41.7695 41.2436 13.5491 3.6157 1.59265 9.93335 1.05521 9.42413 2.88287 6.54126 1.01553 5.52573 2.02306 27.6945 6.03742 21.6571 8.04406 7.53344 7.02565 6.51505 13.6131 1.02456 12.5885 11.5794 8.56883 2.03548 6.53335 2.01015 4.52006 5.52481
internal_count=4034 3833 641 200 143 441 55 406 224 182 71 111 57 3192 1588 1604 741 670 647 591 863 485 378 352 245 133 112 132 76 829
is_linear=0
shrinkage=0.1


Tree=850
num_leaves=31
num_cat=0
split_feature=15 4 3 19 8 8 19 20 22 23 21 6 22 23 22 15 19 9 9 19 21 9 10 21 19 17 22 17 22 5
split_gain=3.09379e-05 0.000121209 6.0157e-05 4.34636e-05 3.03466e-05 3.03201e-05 4.41118e-05 0.000102239 3.87413e-05 0.00018917 3.35693e-05 0.000150871 7.59321e-05 3.21755e-05 2.20109e-05 3.49945e-05 2.04327e-05 6.98766e-05 6.51586e-05 5.49083e-05 0.000143492 0.000262784 2.35851e-05 9.12936e-05 2.48958e-05 0.00019205 5.38138e-05 0.00013667 3.34268e-05 5.75835e-05
threshold=46.435439118750004 346.42057500560003 92.913112988300014 14.651182102100002 8.8430989333000021 8.7431769115000026 14.151141757350002 42.599563320500003 -0.58559499999999998 0.094175000000000023 14.946136646400001 16.485385178400005 -0.26894999999999997 -0.50325999999999993 0.26941000000000009 17.422050276950003 14.551174033150001 177.77223095870002 194.04304600165003 14.451165964200003 13.386374432050003 196.64273721640004 61.987779113750001 10.003699902950002 14.351157895250003 191.37184185705004 -0.086719999999999992 195.18216166535004 -0.095204999999999998 20.769304081650002
decision_type=2 2 2 2 2 2 2 2 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 8 -7 -8 9 -1 12 -12 -10 -14 15 -15 17 -17 -18 22 21 -21 23 -19 28 -26 -27 -28 -24 -30
right_child=1 2 -4 -5 -6 6 7 -9 10 -11 11 -13 13 14 -16 16 18 19 -20 20 -22 -23 24 -25 25 26 27 -29 29 -31
leaf_value=-0.01729914954947636 -0.0017016050669219933 0.00096325392464244894 -0.00058017844182227645 0.00092905816935974017 -0.00075314246087209227 6.5515832279154219e-06 0.0018484443618865837 -0.00015843279967394253 -0.022076294758180116 0.042046166850293831 0.00064116164813301753 -0.0017925097049437165 0.017129145647031749 -0.01733840121682342 -0.00064598943721902501 0.019846548862728144 -0.0012667491742238582 -0.00087252042813714304 3.5214784604745363e-05 0.0029507786877155011 -0.00031432537530640776 -0.00023730891411587437 0.00019389469937800715 0.00018439480915387275 0.0020711228230761202 -0.00035141567693414003 0.0017950558836850865 -9.9181229662392549e-05 -1.2677149104170472e-05 -0.00058015055682855839
leaf_weight=0.0010379458574049085 0.50877435090806811 0.50477192456037279 0.50534401518488226 0.51564776119394551 0.52100785115670945 1.5014930802010431 0.51532085520136661 0.50029365986711127 0.0015569007645045421 0.0011132072264379289 0.50988175596059171 0.5090438987832675 0.0010976574613640313 0.0011617159182496497 0.50748749599172427 0.0017805563042817543 0.5110958795939945 1.3793063416647471 1.550545759988722 0.51983403122599658 1.0012266850171725 0.51438017414316306 6.0284663693562583 2.0056205852542917 0.51231404852433016 2.005397598428317 0.50999756796227336 1.5046559941047233 15.090855180680849 2.0285294731555714
leaf_count=146 80 16 52 67 154 16 38 4 198 56 217 40 118 610 141 576 52 50 32 47 12 70 356 16 39 28 62 35 563 143
internal_value=1.47309e-07 -0.000442889 0.000191101 1.68658e-05 5.02801e-06 1.51014e-05 0.000350846 0.000859853 -7.92824e-06 0.0134117 -8.71494e-06 -0.000574673 7.44945e-06 8.41324e-06 7.88643e-06 1.73229e-05 1.78963e-05 3.69198e-05 -0.000287552 3.58542e-05 0.000539017 0.00136514 2.88609e-06 -0.000246282 3.33561e-05 0.00024768 1.53014e-05 0.000380334 -8.60874e-06 -7.99188e-05
internal_weight=41.769 1.51889 1.01012 40.2502 39.7345 39.2135 2.51711 1.01561 36.6964 0.00215115 36.6942 1.01893 35.6753 35.6738 35.6727 35.1652 35.164 33.1024 2.06164 33.1006 2.03544 1.03421 31.0651 3.38493 27.6802 4.53237 4.02005 2.01465 23.1479 17.1194
internal_count=4034 148 68 3886 3819 3665 58 42 3607 202 3405 257 3148 2950 2832 2691 2081 1997 84 1421 129 117 1292 66 1226 164 125 97 1062 706
is_linear=0
shrinkage=0.1


Tree=851
num_leaves=31
num_cat=0
split_feature=15 7 0 19 22 6 7 17 8 22 19 23 0 8 21 2 20 7 17 22 16 20 23 21 21 20 23 22 19 0
split_gain=2.50496e-05 0.000112481 3.92939e-05 3.52291e-05 2.87887e-05 0.000213057 3.51041e-05 0.000204639 2.63423e-05 7.52123e-05 2.47925e-05 6.4752e-05 9.25691e-05 6.53776e-05 0.000129956 3.31335e-05 5.19221e-05 4.22617e-05 4.00615e-05 4.66156e-05 3.10226e-05 4.9044e-05 0.000193189 3.74564e-05 3.01226e-05 4.11905e-05 2.60466e-05 2.39208e-05 3.91636e-05 2.96723e-05
threshold=46.435439118750004 23.514778597300005 86.692020874450009 14.651182102100002 -0.51146999999999998 13.78532209185 21.147833206800005 171.32005222830003 8.8430989333000021 -0.25073999999999996 14.351157895250003 0.13041500000000003 88.872360418250011 8.3434888241000014 7.2787589807000002 199.66651340635002 41.289992964000007 23.314707969200004 190.38166638035003 -0.08854999999999999 22.594947163200004 41.50623664750001 0.41214500000000009 10.831557286200001 8.9626214023500008 38.244973486750006 0.10932000000000001 -0.095204999999999998 13.151061067750001 93.399723909900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 7 -6 9 -8 20 12 13 14 -12 17 -17 18 -15 -20 23 -22 -23 24 26 -26 27 28 -11 -29
right_child=1 2 -4 -5 6 -7 8 -9 -10 10 11 -13 -14 15 -16 16 -18 -19 19 -21 21 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.010920617772320102 -0.0016102263569900397 -0.00041068207215492754 0.00083675530085058404 0.00083669503650128988 -0.012110581216102215 -0.045992190071722672 0.023129736099577216 0.046645888666712605 -0.00070239158817932861 0.001059591786166496 0.0019859893656923688 0.00074436637384325886 -0.0012593291142586191 0.00018274275179013631 0.00015101497806573503 0.00016926776603269099 -0.0012657193899655284 0.00052761078168035757 -8.4515524434218335e-06 -0.00088581861891488518 -7.469005927216967e-05 -0.0023050022908081402 7.8094447964459596e-05 0.0008530478089365832 0.00010539468201116723 -0.0011733072305114653 -0.00068307303056592888 -0.000440973551965934 0.0001356759218990066 2.6024510501889337e-05
leaf_weight=0.0017816618667375597 0.50925098491929111 0.50546186444382912 0.50460007373681037 0.51533195883914018 0.001446114157755112 0.0010427445510057254 0.0014075184213088168 0.0010044943404162454 0.52023763159086556 0.51071684917156268 0.51774613767700506 1.5127220100721377 0.51763047730696676 2.9137097147504392 1.5162212194668425 0.50111534268035007 0.50751892246472607 1.5149190791862563 1.5032279909734287 1.0141122570912555 4.521089635724592 0.51533655232191899 1.0007924556120997 0.52295734917051717 0.50133601170741049 0.50635861818898376 0.50825903538493733 1.525818899376296 4.512775418668669 12.562768497714165
leaf_count=236 84 46 18 67 375 143 70 210 94 306 139 24 78 53 55 8 47 23 19 29 72 57 6 469 32 120 82 123 166 783
internal_value=1.46631e-07 -0.000398448 0.000212504 1.51926e-05 4.53806e-06 -0.0100911 5.25574e-06 0.0119735 4.5175e-06 1.38971e-05 1.30673e-05 0.000132668 4.45939e-05 0.000112166 0.000618107 -1.72015e-05 -0.000552781 6.05708e-05 -6.97038e-05 -0.000361899 -3.98041e-05 -0.000239742 -0.000731927 1.72651e-05 -3.92348e-06 -0.000537143 2.34625e-05 4.22518e-05 0.000229606 -2.45522e-05
internal_weight=41.7687 1.51931 1.01006 40.2494 39.7341 0.00282441 39.7312 0.00245061 39.7288 39.2085 39.2071 12.0189 10.5062 9.98857 2.03397 7.9546 1.00863 6.94597 5.43105 2.51734 27.1882 6.03722 1.51613 21.151 20.628 1.00769 19.6203 19.1121 5.02349 14.0886
internal_count=4034 148 64 3886 3819 379 3440 585 2855 2761 2691 475 451 373 194 179 55 124 101 48 2216 135 63 2081 1612 152 1460 1378 472 906
is_linear=0
shrinkage=0.1


Tree=852
num_leaves=31
num_cat=0
split_feature=4 9 21 18 8 5 22 15 20 22 4 20 15 9 15 6 15 8 20 13 3 0 18 22 8 22 23 6 16 22
split_gain=2.59196e-05 4.94484e-05 0.000313372 6.84722e-05 2.40426e-05 4.75523e-05 2.60208e-05 0.000148125 0.000244716 3.57048e-05 0.000152594 0.000146628 2.11163e-05 6.48424e-05 3.23027e-05 0.000160184 4.88256e-05 6.0908e-05 5.07259e-05 8.52411e-05 0.000271077 4.80024e-05 0.000196806 6.74387e-05 0.000211174 0.000468586 4.69176e-05 4.19085e-05 6.7588e-05 0.000159549
threshold=127.35214607660002 179.18874144770004 10.959760372700002 12.551858988050002 8.8430989333000021 12.035423697300002 0.26941000000000009 17.855957135100002 40.664404858950007 0.12427500000000002 193.73972847335003 34.19870408380001 24.191310790650004 206.57490536735003 31.504255087500002 14.815346158200002 33.005488016050009 8.1436447804000007 39.896141435400004 113.0174028878 93.765354215650021 86.329079026800017 13.390703749000002 -0.086139999999999994 8.3434888241000014 -0.018034999999999999 0.097015000000000032 16.545386580300001 22.644947046300004 -0.079634999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 8 -7 11 -11 -9 13 -13 15 26 17 -16 19 -18 -21 22 23 -20 -25 -26 -14 28 -23 -30
right_child=1 3 -4 4 -6 6 -8 9 -10 10 -12 12 14 -15 16 -17 18 -19 21 20 -22 27 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.015892913765375275 -0.041057109591990069 0.023234646852946707 0.01981368187275024 0.020002698292442986 -0.00067168795022989197 0.062193133089628427 -0.00070227063547466373 0.030843310435995752 -0.0072929614150289762 -0.00020945268896899766 0.0018849032682977476 -7.214654926445702e-05 0.00016117080750147937 -0.001271119981568051 7.8798035854356525e-05 0.0018945747480593128 -0.00025945795982571293 -0.0014718904539605996 0.00013304106222398492 0.0027427071923073754 -0.00014147558938158741 4.1900757294694634e-05 -0.0021329455979374997 0.00011948507145152753 -0.0037377603362742126 0.00053609770740969411 -0.00084230631741385098 -0.00037146705531843549 1.1067338191159902e-05 0.0021733528648639647
leaf_weight=0.0010261317329555144 0.0017763265841461975 0.0012684861996977706 0.001614402811635246 0.001189566843968203 0.5249379459605511 0.0010020012858585883 0.50829684867442537 0.0015410195340795898 0.0010256152281677977 1.0510416569360628 0.52000256642340081 4.0142191158747922 5.5329737082949313 0.50816711914969115 0.50090789488331455 0.52698155934785962 1.0052874380405747 0.51239895859680473 4.5137279509596073 0.52433393139290252 0.86095095308155578 13.060758619871345 0.5147674627231299 2.0100877766460994 0.52349550072437101 0.50305704148146158 0.50877353949953619 2.0122988101320507 1.0035450448422123 0.51707300342036333
leaf_count=31 1104 31 378 289 156 37 61 29 81 37 98 138 214 124 19 113 66 90 102 67 14 352 98 65 71 11 67 24 19 48
internal_value=1.43221e-07 5.33677e-07 -0.0120752 1.51407e-06 8.084e-07 9.36894e-06 8.79219e-06 1.76664e-05 0.0270455 1.63207e-05 0.000483762 -2.43456e-06 -3.64859e-06 -0.000206872 2.28895e-05 0.000222511 -2.38366e-05 -0.000705339 1.6934e-06 0.00044151 0.000950195 -4.0945e-05 -0.000241074 -0.000112091 -0.00047646 -0.00164338 7.66683e-05 5.63252e-05 0.000115363 0.000746334
internal_weight=41.7685 41.7675 0.00339073 41.7641 41.7628 41.2379 41.2367 40.7284 0.00202762 40.7264 1.57104 39.1553 39.1538 4.52239 34.6314 6.56873 28.0627 1.01331 27.0494 2.39057 1.38528 24.6588 8.06514 7.55037 3.03664 1.02655 6.04175 16.5937 14.5814 1.52062
internal_count=4034 4003 1482 2521 2490 2334 2045 1984 118 1866 135 1731 1702 262 1440 394 1046 109 937 147 81 790 347 249 147 82 281 443 419 67
is_linear=0
shrinkage=0.1


Tree=853
num_leaves=31
num_cat=0
split_feature=7 18 9 15 18 0 17 17 20 9 6 22 16 22 7 6 23 21 2 22 22 3 18 17 21 22 13 22 20 20
split_gain=2.27232e-05 0.000196032 0.000243595 9.00546e-05 9.36383e-05 0.000291419 9.62831e-05 0.000131401 5.9004e-05 5.12664e-05 3.47917e-05 0.00012171 7.45065e-05 0.000164462 4.12866e-05 7.32207e-05 0.000143701 3.62814e-05 3.3907e-05 2.94569e-05 0.000105201 9.89873e-05 0.000114173 4.73062e-05 3.8264e-05 7.69828e-05 3.28306e-05 3.33672e-05 4.2588e-05 0.00012678
threshold=23.203497038450006 13.314799198000001 201.14010537530001 45.560261772200008 13.192618516750001 86.692020874450009 189.50863627480001 188.19076296340003 41.571132012400007 194.56033515110002 16.525386113000007 -0.089094999999999994 22.654947022900004 -0.078504999999999991 23.445318439400001 16.455384477450004 0.089305000000000023 14.70115454445 168.06224882620003 0.048475000000000011 -0.016334999999999999 88.69223372350001 15.078113735950003 205.10400128480003 4.0199878722000006 0.23835000000000003 103.23410375110002 -0.02903 42.434124620650003 43.182896969600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 7 8 9 -1 12 -12 14 -14 15 16 -2 19 -11 20 23 22 -21 26 25 -24 -16 28 -28 -30
right_child=10 2 -4 -5 5 -7 -8 -9 -10 18 11 -13 13 -15 17 -17 -18 -19 -20 21 -22 -23 24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00013737868437288761 0.00017960594262969324 -0.0029339527716004173 0.00013703769024966668 -0.001276153146760599 0.0027213227244346494 -0.00019221819372291731 -0.0013775790665448697 0.0015812816722517078 -0.001114308155053631 0.0012264000908684253 9.4681045857027767e-05 -0.0016845730569401531 8.1722996308985844e-06 0.0022106461047024925 -0.00081844272041210894 -4.4597761800432612e-05 0.0022344088825998034 0.00082191898314136935 6.8000486705750178e-05 -0.0014080160884483404 -0.0015169826645330647 0.001469394871637377 0.0015828557282909579 -0.0010047393908500111 1.6381187637423863e-05 7.4941737689292816e-05 -1.7797999005625014e-06 0.00044266514411736769 -0.0017882291499538442 0.00043959844772960082
leaf_weight=4.4145552268168879 1.0041147146496201 0.52925889539098203 0.50450410294596892 0.50674781473712016 0.52224803676740794 1.0019069730328594 0.51316875546540064 0.51289212912102033 0.511003290165294 0.50969680133482576 1.5049871305753586 0.51636938146728795 1.0040805204975241 0.51187224933118969 0.51098830195293921 2.0027156946731566 0.51485392359194282 0.50912243680287872 0.5010997302015312 0.51196036224182595 0.51379717407379644 0.51293357626855129 0.51115168458354254 0.51549055200308913 5.5033882643567482 1.0027204464046695 12.06219699830339 1.5066866700333612 0.51081449934230849 0.5109408503348476
leaf_count=328 88 351 28 80 74 29 44 43 391 46 46 51 23 46 593 14 35 166 4 68 150 23 86 477 144 87 335 17 54 113
internal_value=1.48975e-07 -0.000131082 -0.00143523 1.88268e-05 9.61523e-05 0.0008061 -5.92635e-05 4.56353e-05 -8.70422e-05 9.71392e-06 4.1605e-05 -0.000359842 6.89089e-05 0.000751853 3.22007e-05 0.000352508 0.000876081 -1.35011e-05 0.000652127 -3.10964e-05 -0.000109041 0.000125244 3.36726e-05 -6.27199e-05 0.000138854 0.000584082 -3.05642e-05 -2.97144e-06 -5.42889e-05 -0.000674178
internal_weight=41.7683 10.0271 1.03376 8.99332 8.48657 1.52416 6.96242 6.44925 5.93636 5.42535 31.7412 2.02136 29.7198 1.51595 28.2039 3.52168 1.51897 24.6822 1.0108 24.1731 16.1309 8.04215 7.52922 15.6171 7.01726 1.51387 15.1016 14.5906 13.084 1.02176
internal_count=4034 1418 379 1039 959 103 856 812 769 378 2616 97 2519 69 2450 137 123 2313 50 2147 1739 408 385 1589 317 173 1112 519 502 167
is_linear=0
shrinkage=0.1


Tree=854
num_leaves=31
num_cat=0
split_feature=8 8 16 22 22 22 2 9 22 6 20 18 19 6 22 20 23 23 17 16 17 2 4 7 17 20 15 6 6 10
split_gain=3.01043e-05 3.73349e-05 4.40602e-05 2.02678e-05 2.17731e-05 7.4619e-05 0.000112884 0.000164132 0.000101374 0.000353594 6.07549e-05 5.59463e-05 0.000130024 0.000120583 5.82311e-05 6.2008e-05 5.57069e-05 8.62283e-05 5.15359e-05 4.5208e-05 4.26588e-05 4.14393e-05 3.35424e-05 7.41136e-05 4.30318e-05 0.000175233 0.00470608 0.00232842 0.00368015 0.00177886
threshold=8.8430989333000021 8.7431769115000026 22.614947116400003 0.26941000000000009 -0.037054999999999998 -0.053159999999999992 76.243484112200022 206.22988073345002 -0.067109999999999989 14.865347326450001 36.957836847500012 13.314799198000001 14.351157895250003 16.485385178400005 0.13006000000000004 39.664548207900005 0.10546000000000001 0.10932000000000001 188.64489188380003 22.634947069650003 205.10400128480003 49.864842700850012 169.62532823300003 22.407814303000006 191.46721301340003 41.436838994450007 39.296024648600003 16.415383542800004 16.455384477450004 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 3 -3 4 5 8 -7 -8 16 21 -6 12 -12 14 15 -13 20 -18 -19 -20 22 -10 23 -1 25 -24 27 -27 -29 -30
right_child=-2 2 -4 -5 10 6 7 -9 9 -11 11 13 -14 -15 -16 -17 17 18 19 -21 -22 -23 24 -25 -26 26 -28 28 29 -31
leaf_value=-0.00025854750611893363 -0.000751514002999601 0.00089257501258296467 3.9717994335032171e-05 -0.00064168559472897377 0.0011662759170581406 -9.1508137878144793e-05 -0.0026347065455871732 -9.3807262448136579e-05 0.00033573644920673469 0.0028949269478869286 4.7986769251451279e-05 -0.001089781278133941 0.0018353281207885493 -0.0015332648223470721 0.0010738748884413962 4.2825987289022865e-05 -0.0016215563908489865 0.00070484565027510509 -0.0012425519949448834 -0.00018616105862753209 -0.00088078654515496484 -0.00094765769287452899 -2.7305548701084088e-05 0.0014512546079875623 0.00012428429041909611 -0.077582132774122556 -0.00014045706569318418 0.097432231651599477 0.040847452486387784 -0.10019667756928796
leaf_weight=0.50222847864656717 0.52610070898427252 1.0133450779686932 1.5059929322067658 0.50851805219455926 0.51169669937135331 2.0048846189965852 0.51684156450513385 0.50032425324297236 0.50112530589103477 0.52392282139931001 1.5059881585111949 0.51070931792169894 0.55775388167137396 0.51326500552767385 0.51499957374957261 9.0330350373846215 0.50878606821246997 0.50749608053022344 0.50799849697845179 2.0000144474770423 0.51048071973222064 0.50524922048831056 4.3660990798397217 0.511930681127307 10.576397723720396 0.012005278682435061 0.50415375911653282 0.0023309665991075859 0.0012682099859420148 0.0030320120811779816
leaf_count=92 201 29 36 152 106 13 40 12 2 68 165 63 41 36 123 435 40 49 77 19 443 58 370 104 622 461 57 18 96 6
internal_value=1.55822e-07 9.74448e-06 0.00038276 -1.45244e-05 -6.17869e-06 -6.08453e-05 -0.000526835 -0.00138489 3.03664e-06 0.000788187 9.80471e-05 5.47882e-05 0.00053104 -3.818e-05 3.81094e-05 -1.77826e-05 -5.55332e-05 -0.000417348 -0.00021417 -0.000400133 1.95197e-05 -0.00030859 4.74083e-05 0.000604532 1.08741e-05 -0.000234472 -0.00196463 -0.0513122 -0.00375244 -0.0586003
internal_weight=41.768 41.2419 2.51934 38.7225 38.214 25.0666 3.02205 1.01717 22.0445 1.5303 13.1474 12.6358 2.06374 10.572 10.0587 9.54374 20.5142 3.5243 3.01551 2.50801 16.9899 1.00637 16.4794 1.01416 15.4653 4.88889 0.52279 0.0186365 0.00663119 0.00430022
internal_count=4034 3833 65 3768 3616 2647 65 52 2582 128 969 863 206 657 621 498 2454 185 145 96 2269 60 1826 196 1630 1008 638 581 120 102
is_linear=0
shrinkage=0.1


Tree=855
num_leaves=31
num_cat=0
split_feature=15 4 16 19 13 22 5 8 9 23 8 19 20 21 18 19 23 18 20 3 23 18 20 7 4 20 16 16 20 22
split_gain=2.73179e-05 0.000105365 3.8758e-05 2.71679e-05 5.51299e-05 9.61495e-05 6.42074e-05 2.49863e-05 9.08037e-05 0.000258587 3.71868e-05 5.29131e-05 9.19038e-05 2.58409e-05 0.000128789 2.04365e-05 0.000168767 0.000110083 8.71746e-05 8.09426e-05 0.000171123 6.91509e-05 0.000338799 4.03441e-05 3.77507e-05 0.000106617 3.14363e-05 3.62788e-05 3.47279e-05 7.08739e-05
threshold=46.435439118750004 346.42057500560003 22.614947116400003 14.651182102100002 98.050756475600011 -0.116995 13.154029769200003 8.8430989333000021 177.77223095870002 1.0000000180025095e-35 8.7431769115000026 14.151141757350002 42.599563320500003 14.946136646400001 13.091807150500001 14.351157895250003 0.082935000000000023 13.843998451900001 43.157831852650006 92.598563387050021 0.089305000000000023 13.303774303900001 40.377444152000002 23.051546669900002 169.88079978325004 40.280372415600006 22.644947046300004 22.594947163200004 40.280372415600006 -0.059424999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 -6 8 9 -8 13 -12 -13 15 -15 23 -17 19 -19 20 -18 22 -21 24 -10 -26 27 28 29 -25
right_child=1 2 -4 -5 6 -7 7 -9 10 -11 11 12 -14 14 -16 16 17 18 -20 21 -22 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=0.0058424586378414828 -0.0015893122560629133 0.00079250768657924617 -0.00044644656978968947 0.00073746877640775386 0.019105365232593589 -0.037012394279941477 -0.014472360260849568 -0.00068140077817107746 -0.00013577705016056546 0.05207027444858936 9.0604957955720674e-06 0.0018808822962356226 -2.1355938550297184e-05 0.00062759363046034861 -0.0016216251157744306 0.0018801507559986213 -0.0003276967010148545 -0.0018765563981523873 -1.953425297447424e-05 -0.00014999506920456611 0.0022555916113404123 -0.00018083162282817497 0.0027227077112172418 -0.00066407163215522315 0.00014516483143657414 -0.0019049864622836935 0.00054723489090879873 -0.00042852135887694835 0.00010650210417605009 6.0630334423015912e-05
leaf_weight=0.0010173315733565482 0.50905928515979049 0.50665519205980991 0.5033310953297363 0.51496673456396891 0.0017603011935410908 0.0010786061670279745 0.0011364115847642599 0.52116998603032882 1.9999941624864725 0.0012013636818170382 1.5015091946597741 0.5153933879480519 0.50074748920951606 0.50432169646592118 0.514072372808414 0.51903089189240503 0.50704777238570187 0.51099526770303672 0.50026901108685706 1.90428335438628 0.51878917621070286 5.0157894149301825 0.52338025284393541 2.0257160091525108 0.50499012909921226 0.50967720945592987 1.0087947820654211 2.0097491427813159 13.567371099771295 4.042504884727701
leaf_count=595 80 40 28 67 202 591 432 153 29 185 16 38 4 23 70 127 13 68 8 19 35 69 87 290 22 31 38 35 471 168
internal_value=8.124e-08 -0.000416206 0.000175069 1.57933e-05 6.43962e-06 -0.0162114 7.29519e-06 6.44898e-06 1.55925e-05 0.0197234 1.44173e-05 0.000386195 0.000943472 -1.10962e-05 -0.000507783 3.08509e-06 0.000124361 2.82367e-05 -0.000957894 0.000145984 0.000978731 3.12174e-05 0.000469331 -4.41593e-05 -0.00038783 -0.000884646 1.57405e-06 -2.38568e-05 1.75616e-05 -0.000181292
internal_weight=41.7658 1.51905 1.00999 40.2468 39.7318 0.00209594 39.7297 39.7279 39.2068 0.00233778 39.2044 2.51765 1.01614 36.6868 1.01839 35.6684 9.99959 9.48055 1.01126 8.46929 1.02584 7.44345 2.42766 25.6688 3.01466 1.01467 22.6541 21.6453 19.6356 6.06822
internal_count=4034 148 68 3886 3819 1186 2633 2431 2278 617 1661 58 42 1603 93 1510 426 299 76 223 48 175 106 1084 82 53 1002 964 929 458
is_linear=0
shrinkage=0.1


Tree=856
num_leaves=31
num_cat=0
split_feature=7 18 6 5 17 16 18 9 21 7 9 6 22 16 20 22 6 15 5 23 22 23 15 9 22 5 17 22 5 12
split_gain=2.63026e-05 0.000155702 9.68564e-05 6.8383e-05 5.78159e-05 0.00034542 4.27721e-05 3.83035e-05 5.05458e-05 7.19507e-05 4.08801e-05 2.91888e-05 0.000101762 5.79486e-05 3.94067e-05 0.000265965 3.68711e-05 0.000204854 5.66104e-05 4.71291e-05 6.23338e-05 0.000200772 4.65655e-05 2.24014e-05 2.05572e-05 0.000125008 4.96129e-05 2.8068e-05 6.77859e-05 2.73741e-05
threshold=23.203497038450006 13.390703749000002 16.355382140900002 24.218679034200004 188.19076296340003 22.624947093000003 13.043896815850003 193.67618212375001 1.7791739561500002 22.870118039000001 184.85936449530001 16.525386113000007 -0.089094999999999994 22.674946976100003 34.41230404325001 0.10957500000000002 14.845346859150002 36.124429763000009 18.849479428700004 0.10301500000000002 -0.087234999999999993 0.09450500000000002 42.841315546000011 204.89606367675003 -0.092479999999999993 16.787983692950004 196.31479727660005 -0.054619999999999995 17.719454526200003 89.368262418900017
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -9 -10 -4 13 -13 14 15 -2 18 -18 24 20 -19 22 -22 -24 25 26 -16 28 -26 -29
right_child=11 -3 3 -5 5 -7 -8 8 9 -11 -12 12 -14 -15 16 -17 17 19 -20 -21 21 -23 23 -25 27 -27 -28 29 -30 -31
leaf_value=-0.0013816382189857058 -0.049494975054220743 -0.0018196519007293009 9.4994717369952902e-05 -0.0010966171554152911 -4.0434689062859024e-05 0.0027840445115785793 -0.00068802731645582239 -0.00034335719254267177 0.0016897244486253551 1.6186625214532613e-06 -0.00069591503004779256 9.2774470167613369e-05 -0.0015336333106818186 0.0011295781798704959 -0.00096136630427092612 0.018875929543453018 0.0020705570783525851 1.2554880675700484e-05 -0.0010774459086716965 -0.00020968375143226369 0.0010645462408348755 0.0023811728761730156 -0.00033327381485595602 0.00033472409827499931 -0.001393246276816256 0.0016455248489079023 0.00018447866474054683 0.00023531125107802934 -6.353653198981751e-05 -9.6366965670659842e-05
leaf_weight=0.51547696999681747 0.0010682179201665495 0.52375740464453713 1.8613803470936754 0.5100899569198053 2.5229290421448245 0.52268606929081318 1.0075933897531397 0.54397747337134195 0.50897850501072894 0.50102378430892713 1.0071083772327254 1.5049664986546818 0.51681427371569455 0.50705873094662379 0.50447971298722039 0.0012173555463339397 0.55047052881951586 5.010436582702523 0.5124282149188798 3.5107013143967825 0.51754230358960995 0.51730131548811176 1.0039311171673069 1.0041708469831325 0.51456257383559512 0.51321796861570135 1.5056366434731969 3.5136120108430644 1.5037511611618013 8.5272625720033677
leaf_count=231 115 329 36 554 73 79 23 5 47 4 37 46 51 47 339 57 189 85 189 43 98 19 34 17 218 146 355 40 44 484
internal_value=9.03133e-08 -0.000141116 -4.85868e-05 2.78849e-05 9.55606e-05 0.0004443 -0.000100041 3.39234e-05 0.000433767 0.000852319 -0.000182689 4.46892e-05 -0.000322973 6.97014e-05 5.1304e-05 -0.0130789 5.23314e-05 0.000185794 -4.22489e-05 9.60765e-05 0.000229366 0.000586362 0.00021875 7.65015e-07 -1.02595e-05 0.000252555 -0.000103095 -5.74293e-05 -0.000402542 4.19074e-07
internal_weight=41.7656 10.025 9.50124 8.98577 8.47568 3.04562 5.43006 4.42247 1.55398 1.01 2.86849 31.7406 2.02178 29.7188 29.2118 0.00228557 29.2095 12.1146 17.095 11.5641 8.05338 3.04295 2.52564 2.0081 16.5825 2.52333 2.01012 14.0592 2.01831 12.0409
internal_count=4034 1418 1089 858 304 152 152 129 56 51 73 2616 97 2519 2472 172 2300 485 1815 296 253 168 149 51 1626 840 694 786 262 524
is_linear=0
shrinkage=0.1


Tree=857
num_leaves=31
num_cat=0
split_feature=9 23 23 18 14 19 9 13 12 20 2 17 6 17 15 21 20 23 23 10 2 21 19 7 17 9 7 17 10 21
split_gain=2.33761e-05 0.000109935 6.05711e-05 9.22506e-05 4.75292e-05 0.000107611 9.50712e-05 5.69543e-05 4.21385e-05 0.000144827 0.000101351 4.32473e-05 7.84034e-05 4.09685e-05 0.000145634 5.47718e-05 3.88536e-05 3.78691e-05 9.24454e-05 4.65562e-05 3.46508e-05 7.05422e-05 4.75211e-05 0.000316643 7.95618e-05 5.24864e-05 4.45419e-05 7.6908e-05 3.82235e-05 3.4348e-05
threshold=199.68228938305 0.13041500000000003 0.11002000000000002 13.059010054600002 319.46956167260004 14.451165964200003 206.75106037490002 117.67112391160002 87.111491403900018 36.620308449100001 49.864842700850012 197.38773738110004 16.305380972600002 193.50449793755004 37.408632939650005 15.309137451250002 40.844669808050007 0.10335500000000002 0.095750000000000016 71.365121072750014 148.06652356835002 4.797392351550001 14.351157895250003 22.444423115000003 187.77231677760003 194.45262321395003 22.977992916200005 184.37225457675004 61.966271448700006 4.837019638150001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 5 7 -6 17 10 -10 -1 13 16 15 29 20 -13 18 -2 -19 22 -22 24 -24 25 -11 27 -23 -28 -15
right_child=1 -3 3 -5 6 -7 -8 -9 9 11 -12 12 -14 14 -16 -17 -18 19 -20 -21 21 26 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0003039655008838246 5.8832923689664648e-05 0.001520746276787406 0.00025078384104383194 -0.0016558005385321414 0.0017030236638457083 -0.0013700812481232732 -0.00022558277229174683 0.0011288462678474603 0.0016171191424323287 -9.5003760688086656e-05 -0.0016965021922519714 -0.00094518862585487359 -0.0015760208271704075 -0.00074115271743098693 0.0018245336711237882 -0.0011190351457336688 6.5084073937818164e-05 0.0013228062237465774 -0.0013002817099927761 -3.4745403990037536e-05 -0.00137172917879792 0.00013641405490261084 -0.0001564343743578741 0.002620619676706494 -0.0012819934372705925 0.0009941974055622544 0.00081340881048304304 -0.0016114636036028297 -0.00010878120660575983 0.0001605620307509859
leaf_weight=0.5030030632293514 15.573647406572819 0.51335026216603452 0.50158577800969728 0.5136779972636627 0.51300688556720786 0.5245590844016722 0.5094082461076137 0.50611298572789465 0.51254576102732485 3.5076806605757702 0.51007896956881416 0.50975541852223871 0.51259387213960028 0.50792727880815913 0.51747408325910704 0.5152110658610497 1.5033354366649372 0.50690538093249304 0.51708083571629515 0.50357917837945365 0.50733268650043495 0.50157560293043058 1.9092051564884971 0.52307327118316482 0.51140911303716485 0.50627030797461747 0.50631478577645328 0.50539219176216488 4.0025154927756317 2.5098924920060321
leaf_count=32 761 65 13 89 81 138 216 20 395 432 65 129 51 76 61 132 247 21 118 28 132 174 58 49 89 25 9 56 163 109
internal_value=9.68681e-08 7.56293e-05 3.88486e-05 -0.000713862 7.87456e-05 4.13398e-05 0.000742115 8.3389e-05 -7.40037e-05 -4.22399e-05 -0.000703255 -8.57281e-05 -0.000471884 -2.84624e-05 0.000274571 -0.000107843 -0.000190737 5.24485e-05 1.51573e-05 0.000646265 -6.7708e-05 -0.000243309 8.4307e-05 0.000440785 -0.000107292 4.23747e-05 -0.000139519 -0.000740837 -5.22476e-06 8.79501e-06
internal_weight=41.7655 20.6829 20.1696 1.01526 19.1543 18.1319 1.02242 17.6073 21.0826 20.0695 1.01308 19.557 2.52568 17.0313 3.53529 13.496 2.01309 17.1012 16.0907 1.01048 12.9808 6.02313 6.95764 2.43228 4.52536 4.01395 5.5158 1.00697 4.50883 3.01782
internal_count=4034 1550 1485 102 1383 1086 297 948 2484 2387 97 1992 427 1565 246 1319 376 928 879 49 1187 534 653 107 546 457 402 230 172 185
is_linear=0
shrinkage=0.1


Tree=858
num_leaves=31
num_cat=0
split_feature=8 14 13 22 8 5 16 4 15 19 23 21 9 7 21 8 18 9 17 7 18 4 5 23 22 19 23 21 5 0
split_gain=2.7273e-05 2.79385e-05 4.40899e-05 7.9185e-05 2.92013e-05 7.3875e-05 4.85842e-05 1.85459e-05 0.000104555 8.14234e-05 3.30749e-05 2.34279e-05 0.000222351 0.000122872 2.37439e-05 0.00018636 0.000516013 4.83461e-05 0.000171432 7.72799e-05 0.000169424 0.000248284 7.22457e-05 3.94781e-05 3.62223e-05 4.18279e-05 3.86555e-05 0.000112681 6.63976e-05 4.79242e-05
threshold=8.8430989333000021 143.06733454090002 98.050756475600011 -0.116995 8.7431769115000026 13.154029769200003 22.614947116400003 306.68497083700009 45.560261772200008 14.451165964200003 0.092260000000000023 14.946136646400001 177.77223095870002 22.792619241600004 10.109275982950003 8.4434108459500017 13.603286548350003 188.96048214565005 188.41589330430003 23.127267687200003 13.065205089100003 267.94697827110002 22.580289596950006 0.090735000000000024 -0.095204999999999998 13.151061067750001 0.081765000000000018 2.7200266080500004 20.911722254300006 96.959242474650011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -6 8 11 10 -9 12 -7 -13 17 23 -17 18 -14 20 -19 -22 24 -16 25 -21 29 -28 -29 -26
right_child=-2 2 4 -5 6 7 -8 9 -10 -11 -12 13 14 -15 15 16 -18 19 -20 22 21 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=-0.012058370048509461 -0.00071529565339451353 0.0053990274358015145 0.021322616978599815 -0.033634656587598691 0.00087599382858919231 0.038878155574270351 -1.9789233833324146e-05 -0.00072850072916769756 -0.0014535104854888029 0.0013679256612669141 0.00017328328556954443 0.00062320557011746891 -5.2468222227360821e-05 -0.0015747634305754708 0.00027347011149999191 0.0036204186936222372 -0.00086819153071193722 -2.3151611290114568e-05 0.0020074840886032132 0.0010202849544258452 -0.0031212988736871849 -8.0503129675859689e-06 0.00080975507239737044 -0.00029897137158530997 0.00030192958065853676 7.550854178580312e-05 -0.0016714517536740828 -5.6234636467120195e-05 -0.00077787945916618563 -0.00031022347856337376
leaf_weight=0.0019184101210701901 0.52617233554851495 0.0010169341755024014 0.0016231279875985596 0.0010629375575984664 1.0128281472211846 0.0014711937436392422 1.5053744856002138 0.50996359098124333 0.51003931795252455 0.51747763565416693 2.008922645114211 0.50477176759805675 1.8669582821939621 0.51263797369620079 2.0075905583485101 0.52003409249846277 0.50466024605339044 2.0506146058724002 0.51555824766637659 0.51213346084842726 0.52340782726054136 0.50171435260563157 1.0175758066670528 3.0125629017380788 3.5211333031775309 5.5134494658604645 0.52805402254284928 8.0305967611369571 1.515614152780471 2.0083343863807386
leaf_count=29 201 595 197 590 28 505 35 273 72 103 84 49 48 56 46 31 23 36 68 116 68 11 39 95 108 187 94 187 29 31
internal_value=1.05046e-07 9.23289e-06 9.79429e-06 -0.0145495 1.05287e-05 -1.0933e-05 0.000340497 -1.18274e-05 -3.20182e-05 0.000225426 -9.28828e-06 -1.14029e-05 2.68449e-06 -0.000484276 1.00972e-06 0.000180806 0.00140979 -3.76608e-05 0.00039329 -7.75769e-05 -0.00054791 -0.00159762 -1.36997e-05 -7.00485e-05 -5.24401e-05 0.000155808 -0.000132858 -0.000249465 -0.000170807 7.95921e-05
internal_weight=41.7653 41.2391 41.2372 0.00207987 41.2351 38.7169 2.5182 38.7153 35.6789 3.03636 2.51889 35.1689 34.1515 1.01741 34.15 6.04485 1.02469 28.1051 2.38252 25.7226 3.07574 1.02512 22.6469 5.02015 21.6293 6.02558 15.6037 10.0743 9.54621 5.52947
internal_count=4034 3833 3804 1185 2619 2556 63 2359 1899 460 357 1827 1722 105 1217 195 54 1022 116 906 115 79 791 141 752 303 449 310 216 139
is_linear=0
shrinkage=0.1


Tree=859
num_leaves=31
num_cat=0
split_feature=15 21 19 9 21 5 13 7 17 8 10 7 20 2 20 13 16 21 9 21 3 0 0 9 15 5 16 16 17 17
split_gain=2.31842e-05 0.000118361 3.27085e-05 3.87333e-05 0.000248851 5.34969e-05 2.32054e-05 0.000109257 8.95122e-05 0.000189743 7.95728e-05 0.000523316 0.000145568 0.000238958 6.8859e-05 3.01777e-05 8.46196e-05 7.79384e-05 7.26695e-05 4.46447e-05 4.15865e-05 2.55255e-05 6.55568e-05 0.000308953 4.02728e-05 7.22091e-05 3.37548e-05 6.45014e-05 2.31464e-05 5.71691e-05
threshold=46.435439118750004 15.285239689500001 14.651182102100002 179.18874144770004 10.959760372700002 12.035423697300002 117.64961624655002 22.181995028450004 188.19076296340003 8.543332867800002 61.987779113750001 22.381996090050006 40.720231579350006 78.595990734650016 39.749124837650008 117.55283175385001 22.644947046300004 6.4178488307500006 205.67007911670001 14.894616075700002 93.499196860750018 86.329079026800017 86.479632682150012 184.85936449530001 42.246988155050012 22.213482503200002 22.654947022900004 22.624947093000003 196.31479727660005 200.36843462235004
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 -10 12 -12 -9 -14 -8 19 17 18 -17 21 -19 26 -23 -24 25 28 27 -13 -25 -30
right_child=1 -3 -4 5 -6 6 8 10 9 -11 11 15 13 -15 -16 16 -18 20 -20 -21 -22 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.033984696926241308 -0.0016166992226462275 0.0002482978500400618 0.00080627697129944439 0.021380746984094662 0.020115224580098914 0.023293630109500828 0.00010369704875621661 0.00022225350365825261 0.0023476007940924134 0.00013096139944975398 -0.062778879131915682 -0.0015432592331623479 7.6226439693856342e-05 -0.0029944132953987172 -0.0012569867680857581 -0.0015596594935836673 0.0010626244271204558 0.00065475049839422081 0.00013787844678903665 -0.0009445312633700201 -0.0001753725103804164 0.0011493135590768817 0.053926473838199623 -9.3326413172942495e-05 -0.00087997943357755236 0.0011945105428686242 -7.0895426182616305e-06 5.2349475523343158e-05 0.00040135241235795166 -7.0372015673939844e-05
leaf_weight=0.0019645307094245988 0.5145703799334872 1.0047398303938093 0.51517885681346243 0.0011708011373191543 0.0014990313582894325 0.0020099086190502593 1.4065425751796294 1.002319596067536 0.51870758605400658 1.51130606950635 0.0013271526731831731 0.51224287563085658 0.50096627385937587 0.51290866175256156 0.50561045134251426 0.5081783947843086 1.0123616185380511 1.5106667843647303 0.50060495580328279 0.51357527165488193 1.004946947835222 0.5088430023315621 0.0010624793616206265 13.573436118191326 0.50880092986426362 0.51163248296825159 1.5004159806339883 0.50126537042655173 4.0401642000313895 7.0559849756466271
leaf_count=1117 129 19 67 289 377 58 31 6 46 42 12 44 5 35 44 36 39 27 5 78 21 13 15 663 51 26 9 29 205 496
internal_value=1.13284e-07 -0.000383352 1.45894e-05 4.32376e-06 -0.0105702 5.24569e-06 4.61571e-06 -2.07521e-05 0.000234883 0.000697355 -2.20617e-05 1.43786e-05 -0.000632332 -0.00147718 -0.000256094 1.68468e-05 0.000256806 2.53397e-05 -0.000717263 -2.04004e-05 0.00032313 -3.87138e-06 2.53343e-05 3.07256e-06 8.42417e-07 1.86399e-05 -0.000308251 -0.000754096 -5.74693e-06 0.000101385
internal_weight=41.765 1.51931 40.2457 39.7305 0.00346356 39.7271 39.7259 35.7837 3.94217 2.03001 35.7817 33.7655 2.01619 1.01387 1.91215 33.7642 4.53676 3.5244 1.00878 29.2274 2.51561 28.7138 26.1999 25.6911 25.69 25.1812 2.51392 1.01351 24.6696 11.0961
internal_count=4034 148 3886 3819 1494 2325 2036 1873 163 88 1815 1769 46 40 75 1757 128 89 41 1629 48 1551 1469 1456 1441 1390 82 73 1364 701
is_linear=0
shrinkage=0.1


Tree=860
num_leaves=31
num_cat=0
split_feature=8 8 2 20 23 20 19 23 16 9 6 20 17 9 6 20 21 6 23 23 22 9 21 17 15 19 17 6 23 7
split_gain=2.27473e-05 2.71231e-05 3.48582e-05 8.33212e-05 2.1116e-05 0.000347293 8.51415e-05 6.6057e-05 0.000357723 5.41025e-05 8.77943e-05 4.9685e-05 3.91123e-05 0.000167756 0.000210045 4.93291e-05 0.000153098 6.19972e-05 0.000114882 4.57828e-05 0.000144679 0.000129358 3.70621e-05 3.40376e-05 2.87353e-05 2.70664e-05 8.86168e-05 7.11942e-05 5.3031e-05 3.73526e-05
threshold=8.8430989333000021 8.7431769115000026 74.580378076100018 41.32819714970001 0.087795000000000026 35.050303764500008 14.551174033150001 0.089835000000000012 22.534947303500005 208.51380245710001 10.855253631250003 37.627645350900004 197.38773738110004 205.22231928645002 15.945372561050002 40.984321400500008 6.088545839700001 16.455384477450004 0.10661000000000002 0.10335500000000002 -0.012794999999999999 185.90443620030001 6.6209860876500004 195.92600399440002 41.492094664050008 14.351157895250003 191.08747234645003 16.505385645700006 0.083495000000000028 23.974509389900003
decision_type=2 2 2 2 2 2 2 2 2 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 -1 25 8 23 11 -11 -9 15 14 22 19 -17 18 -18 -13 21 -21 -14 -6 -19 29 -27 28 -28 -7
right_child=-2 2 3 -5 7 6 -8 9 -10 10 -12 12 13 -15 -16 16 17 24 -20 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.045348968833315302 -0.00065314361072802785 -0.00013137460394982892 0.0016718350510305383 0.00010211719983566665 -0.00080643502760442915 -0.00024713009725070751 0.0013331000996515008 0.0010051560843482299 -0.0029075364825582768 0.00023476133156307774 -0.0016188422906008339 4.479143286391613e-05 0.00053810714772619327 0.0012676456218583473 -0.0024924261912741687 0.0019249284526538378 0.0018403738301143381 -0.0006040045406543531 0.00016248978295378924 -0.00019570400255480109 0.00035326397639592107 -0.0024563388047208873 -0.00051340845832562759 9.5131343990889831e-05 5.0204814434845765e-05 0.0014999449622436598 0.0012028611565264859 -0.0010056134724313454 2.1905808920654982e-05 0.00010469875022162481
leaf_weight=0.0016941691369422021 0.52632541792342991 1.0016128891816127 0.50889565741749709 1.0078515588150425 0.50276825833359717 5.0293225684049547 0.51691298792025797 0.51698296799543797 0.51506997535602383 0.50197903019435297 0.52045260280029559 6.9174404105924516 0.50316453833692065 0.51052846123911866 0.52048657369221007 0.52454591878852941 0.51227242166625764 1.0077367117989182 2.0059540745796203 0.4999708502655269 1.005303491523591 0.5126853793403825 1.0041073910867861 2.5061181352436237 2.0116642228793786 0.50936953189915479 0.50890970355943999 0.50677912438057848 1.5039771953758245 7.5438443367332804
leaf_count=203 201 9 33 23 127 837 82 206 59 61 198 111 33 53 68 94 81 32 31 7 17 47 80 99 37 42 100 29 27 1007
internal_value=1.13483e-07 8.451e-06 0.000326451 0.000628785 -1.22318e-05 7.52044e-05 7.0446e-05 -7.46031e-05 -0.000472374 -1.11913e-06 -0.000708786 3.89599e-05 1.04751e-05 -0.000352547 -0.000760463 7.19153e-05 0.000292098 0.00013743 0.000503815 -7.74667e-05 -0.00049656 -0.00134021 -0.000162387 -5.55154e-05 -0.00016814 2.86133e-05 0.000296958 5.37649e-05 0.000320482 -3.60344e-05
internal_weight=41.7647 41.2384 2.51836 1.51675 38.72 16.1208 16.1191 22.5992 3.52396 19.0753 1.02243 18.0528 17.5359 2.53829 2.02776 14.9976 6.06217 5.53763 2.51823 8.9354 2.01796 1.01266 1.50727 3.00889 3.0194 15.6022 3.02904 2.51967 2.01289 12.5732
internal_count=4034 3833 65 56 3768 2327 2124 1441 285 1156 259 897 691 234 181 457 275 181 112 182 71 54 113 226 69 2042 198 156 127 1844
is_linear=0
shrinkage=0.1


Tree=861
num_leaves=31
num_cat=0
split_feature=23 8 23 12 15 22 5 23 17 22 21 9 3 22 5 14 19 22 2 20 16 19 22 21 8 8 18 4 12 7
split_gain=2.59696e-05 0.000299345 5.47383e-05 0.0001367 6.40656e-05 5.1661e-05 3.19645e-05 6.61159e-05 0.000203262 8.98448e-05 5.48196e-05 0.000149659 0.000165812 4.27015e-05 0.000125689 0.000103595 5.61749e-05 4.02211e-05 8.18107e-05 7.72103e-05 3.92634e-05 5.21342e-05 3.43347e-05 3.08024e-05 3.0094e-05 8.70706e-05 3.29744e-05 2.71159e-05 2.67235e-05 2.31652e-05
threshold=0.13041500000000003 8.4434108459500017 0.10507500000000002 165.60032737180003 42.008841458800006 -0.092710000000000001 21.500664456800006 0.093160000000000034 188.41589330430003 -0.058374999999999996 7.6683431583000008 201.32298960505003 91.77589519910002 -0.095854999999999996 20.748863230450002 202.41254547485002 14.351157895250003 0.048475000000000011 71.340832650850004 41.605323437500005 22.624947093000003 14.451165964200003 0.22598000000000004 4.6887961308500001 8.3434888241000014 8.1436447804000007 14.674589207750001 260.10633980310007 211.47106143670004 24.202871501750003
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 -6 10 9 -9 -8 13 12 -12 15 16 20 17 19 -19 23 21 29 -20 24 25 26 -15 -5 -29 -1
right_child=1 -3 3 4 5 -7 7 8 -10 -11 11 -13 -14 14 -16 -17 -18 18 22 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0003686357823263224 -0.00016925429428313535 0.0024749030664080502 -0.0018507951953363373 0.00047539641363351053 -0.00014183857036072759 -0.001570721158334204 0.00012070122250417765 0.000141921404991298 0.0023397549445880951 -0.0012315786297389564 0.0014646752768680668 -0.0019894025842566968 -0.00061618865872869587 0.00015602823663220003 -0.00159913760459738 0.0016106079063724595 0.0010203289985619107 0.0013375949041804145 8.8666744027642578e-05 -0.0014040727475516483 0.00094555633519866631 -0.00093971936144091278 -0.00076969312249971058 0.00019828338456497597 -4.0550728988813606e-05 -0.0016822832650595706 -0.00083284476317433364 -0.00054498417939971729 8.6979282184197309e-05 -0.00015058309644259892
leaf_weight=2.0079292093954058 2.506417633302696 0.51635665216315363 0.52323036755522068 1.0084730368139387 0.5009800342500057 0.51123859977880826 7.5389958257589598 1.9121365062010007 0.5395197706594671 0.52556577910465119 0.51308790111783209 0.52071653768028392 1.50964131847631 1.0031453076726258 0.51837394666527892 0.51536088282973924 0.50630262252843827 0.50973766949159571 6.0073059987973334 0.5112670054577223 0.50462897091165348 0.50556256135678257 0.50519883422569911 2.0052560549061846 2.502563990042745 0.51474262468991616 0.50795544564504869 1.0038072907635132 2.0069196030559802 1.5020935982309924
leaf_count=66 81 41 136 23 10 31 720 84 90 300 469 217 42 13 142 449 58 51 137 213 13 10 119 42 35 28 123 37 66 188
internal_value=1.22897e-07 0.000282426 -2.19035e-05 -0.000312448 -0.000152471 -0.000863521 2.67261e-05 0.000170823 0.000625584 3.25734e-05 -4.01152e-05 -0.000477554 -8.83542e-05 1.51626e-05 -6.89732e-05 0.000267321 -1.45457e-05 -5.17927e-05 0.000117573 -0.000220613 0.00011417 9.69167e-06 2.20806e-05 -0.000128005 -0.000272492 -0.000559013 -0.000176381 2.66038e-05 -0.000123724 0.000146439
internal_weight=41.7645 3.02277 38.7417 5.55465 5.03142 1.01222 33.1871 10.5162 2.45166 8.06456 22.6709 2.54345 2.02273 20.1274 15.0918 5.03558 14.5735 14.0672 7.02224 7.04493 4.52021 4.01559 6.5125 6.53366 4.52841 2.02584 1.5111 4.0192 3.01073 3.51002
internal_count=4034 122 3912 303 167 41 3609 1194 174 1020 2415 728 511 1687 961 726 819 761 307 454 277 264 256 241 199 164 136 126 103 254
is_linear=0
shrinkage=0.1


Tree=862
num_leaves=31
num_cat=0
split_feature=15 21 19 13 22 22 16 19 7 6 19 20 7 18 8 7 5 9 12 6 23 9 19 23 4 4 2 23 18 5
split_gain=2.54167e-05 0.000109064 5.66032e-05 4.03823e-05 2.68341e-05 6.5942e-05 0.000250928 2.52368e-05 7.05246e-05 9.42403e-05 3.45975e-05 8.42787e-05 0.000115387 8.18298e-05 0.000151151 0.00010203 0.000183814 5.53667e-05 7.23126e-05 0.000142403 5.84179e-05 3.81374e-05 9.81131e-05 5.24019e-05 0.000110223 4.38523e-05 8.79129e-05 3.00014e-05 8.11924e-05 0.000154029
threshold=46.435439118750004 15.285239689500001 14.651182102100002 95.986020631400024 0.26941000000000009 -0.58559499999999998 16.079962398050004 14.551174033150001 23.626037400350004 16.555386813950005 14.351157895250003 40.159267750750011 22.775216856700002 13.565177112500001 8.3434888241000014 23.356162058950002 23.545618314050007 195.10791980860003 111.24045038365001 16.455384477450004 0.11148000000000002 197.55459634620004 14.251149826300002 0.049900000000000007 157.07313959035005 279.56682314525005 234.55164812150005 0.084565000000000015 15.148411436800002 21.955793948900006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 10 9 -9 17 -12 -13 15 -15 -14 -17 18 -7 20 -20 22 -19 24 -23 27 -27 28 29 -25
right_child=1 -3 -4 4 -6 7 -8 8 -10 -11 11 12 13 14 -16 16 -18 21 19 -21 -22 23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.019763315891172771 -0.0015851975479121865 0.00020508990138778002 0.0010558637540134296 0.053067447884801749 -0.00072024437135266009 -4.9395912130741608e-05 -0.017130995711448712 -0.0017709770874632207 0.00069536003910318012 -0.00011787024694202928 0.0011230295530042411 0.0015462185054659636 1.3479326262273375e-05 -3.7292920319064414e-05 -0.0020160576134707555 0.0024361938515239413 -0.00025675599495651795 0.0016442563943924546 -0.0011614891548552468 -0.0022202658329055574 0.00014941739166230491 0.00035734553765069351 5.0552604669714635e-05 0.0022286947864582733 -0.0017274816244894457 0.0015969017333453757 -0.00025755346617387911 -8.6592105141030661e-05 -3.9122972627670321e-05 9.8197973951830991e-05
leaf_weight=0.0010336720666178625 0.51461649215015981 1.0044439553597255 0.51604217245946316 0.0010194564345188386 0.50745413603625067 4.0051948791117802 0.0010173695321213927 0.51400877318849092 0.50715192942061538 1.0479019497791258 0.88072428952909732 0.51905475756572528 5.5251651539460678 1.5047594994503017 0.51923677623841502 0.51265880822029408 0.50133617884334924 0.5200559825900114 0.51404562544366506 0.51409375174304228 1.0036734352095207 0.50210693066086276 1.5017995126036112 0.51339785125202908 0.51235747978268043 0.51649067688842254 0.50615299899536836 11.572182157076243 4.0041698188576049 1.0009502231405347
leaf_count=987 129 19 67 35 88 214 71 66 25 32 76 79 75 45 99 61 11 58 432 389 22 14 18 82 89 157 109 440 40 5
internal_value=1.27384e-07 -0.000401411 1.52835e-05 1.7674e-06 2.28166e-06 1.163e-05 0.0180042 1.06956e-05 -0.000329212 -0.000661891 2.96269e-05 0.000189042 9.8471e-05 1.0716e-05 -0.000544926 0.000182698 0.00110475 -2.87931e-05 -0.000295901 -0.000781822 -0.000294582 4.74509e-05 0.000460481 3.79263e-06 -0.000695601 4.29632e-05 0.000679047 4.9023e-06 0.000196764 0.000820484
internal_weight=41.7643 1.51906 40.2452 39.7292 39.7282 39.2207 0.00203683 39.2187 2.06906 1.56191 37.1496 9.96294 9.08221 8.56316 2.024 6.53916 1.01399 27.1867 6.03701 2.03181 1.51772 21.1497 2.02186 19.1278 1.01446 18.1133 1.02264 17.0907 5.51852 1.51435
internal_count=4034 148 3886 3819 2832 2744 106 2638 123 98 2515 446 370 291 144 147 72 2069 1057 843 454 1012 76 936 103 833 266 567 127 87
is_linear=0
shrinkage=0.1


Tree=863
num_leaves=31
num_cat=0
split_feature=8 8 16 22 15 22 5 13 0 21 13 8 15 21 16 22 21 23 20 18 0 22 6 21 23 2 3 22 15 2
split_gain=2.39934e-05 3.12614e-05 5.02344e-05 2.70305e-05 3.00397e-05 0.000257907 6.76004e-05 2.04289e-05 8.36402e-05 6.41383e-05 0.000394533 4.98279e-05 4.9129e-05 5.68145e-05 4.51017e-05 6.99727e-05 0.000122791 4.07758e-05 3.39483e-05 2.91466e-05 0.000190334 0.000268305 7.9823e-05 0.000102806 6.63172e-05 5.6153e-05 5.22729e-05 6.48514e-05 0.000174809 5.35762e-05
threshold=8.8430989333000021 8.7431769115000026 22.614947116400003 0.26941000000000009 17.855957135100002 -0.083954999999999988 12.035423697300002 117.60660091645001 85.812895065800021 8.7462497811500022 117.69263157665002 8.4434108459500017 46.435439118750004 14.894616075700002 22.654947022900004 -0.079634999999999997 14.412800938450001 0.10301500000000002 40.583589072600013 13.946975448150001 93.399723909900004 -0.095204999999999998 14.745344522600002 2.0008954101500005 0.098075000000000023 81.787075821300007 93.281431752200021 -0.08854999999999999 38.884669609800007 148.06652356835002
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -6 8 -8 10 -9 18 13 14 19 -16 -17 -12 -11 25 21 -21 23 -22 -25 -10 27 -27 29 -29
right_child=-2 2 -4 -5 6 -7 7 9 12 11 17 -13 -14 -15 15 16 -18 -19 -20 20 22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.018805578606628834 -0.00067083578269263363 0.00089439115536720697 -1.6336160042449024e-05 -0.00073804950460250947 0.021151411987345409 0.049285544516627366 0.0012938866074758562 -0.003003082868935851 0.0011367851399092283 0.00018320121136851167 0.00086380852981407779 0.00053174493309828756 -0.00096660608273986613 -0.0010212697661061379 -9.5419851177285558e-05 0.0021732700341133143 -3.0431825145828964e-05 -0.00018191132665710318 -0.00063852757466950768 0.00024317815200615165 -0.0014242816407598769 -0.0029806805193901258 0.0012158137029341693 6.3030600386390802e-05 -0.0011012438865680989 -7.8464426795976097e-05 -0.00034078125741732852 0.00078043422347883449 0.0015871702035904359 -4.6102304121298152e-05
leaf_weight=0.0012479149227898017 0.52623497260020613 1.0133391547785415 1.5054070635417245 0.50815245430998501 0.0015103102141073013 0.0010036461423175744 0.51206199265582242 0.52329357923241282 0.5127590982888347 1.003452693483269 0.50772807504335893 1.5089434499142553 0.51143489076555582 0.51390209983075053 1.0033358254113411 0.51116624278779343 0.50034345334279351 1.4039931579027325 1.0075984042461201 0.50629949321647882 0.51618270361652996 0.52671662301378452 0.52551882190844956 12.038177057670016 0.50995757872898373 5.5120028846208378 2.5147711452162573 1.0102305921718633 1.0218605058216779 3.5056990293365971
leaf_count=592 201 29 36 152 296 330 535 78 68 14 110 27 54 93 16 41 3 19 39 51 195 108 124 425 121 103 46 70 34 24
internal_value=1.33545e-07 8.69571e-06 0.000350067 -1.35109e-05 -3.87564e-06 0.0115464 -4.55627e-06 -5.39255e-06 2.60276e-05 -0.000175565 -0.000570147 9.73943e-05 5.57346e-06 2.14948e-05 3.89416e-05 0.000496285 0.00108321 9.58181e-05 -0.00022851 6.83461e-06 -9.20425e-05 -0.00140061 7.42682e-06 -4.11812e-05 1.57144e-05 0.000109543 7.07123e-05 0.000164362 0.000406058 0.000138797
internal_weight=41.7643 41.2381 2.51875 38.7193 38.2112 0.00225156 38.2089 38.2074 32.2524 5.95501 2.43501 3.51999 31.7404 31.2289 30.715 2.01485 1.01151 1.91172 2.01105 28.7002 14.6229 1.03302 13.5898 13.0643 12.5481 14.0773 13.5646 11.0498 5.53779 4.51593
internal_count=4034 3833 65 3768 3616 922 2694 2398 2111 287 207 80 1576 1522 1429 60 44 129 53 1369 1024 159 865 741 546 345 277 231 128 94
is_linear=0
shrinkage=0.1


Tree=864
num_leaves=31
num_cat=0
split_feature=23 8 23 7 21 2 18 15 5 21 23 22 18 2 23 21 18 12 6 10 23 4 19 17 17 20 5 10 16 16
split_gain=2.69132e-05 0.000269943 4.00652e-05 0.000138072 8.12099e-05 5.9779e-05 0.000107096 3.49111e-05 0.000138882 0.000133038 5.42232e-05 0.000122513 5.99953e-05 4.57035e-05 0.00011522 8.61057e-05 5.91932e-05 4.68522e-05 4.71374e-05 3.77214e-05 6.56234e-05 5.26541e-05 3.6397e-05 3.38197e-05 4.05391e-05 3.29079e-05 8.25051e-05 3.52851e-05 3.13184e-05 0.000142039
threshold=0.13041500000000003 8.4434108459500017 0.10507500000000002 22.977992916200005 4.9769392210500003 186.79363985910004 13.091807150500001 38.884669609800007 22.327062271350005 3.5208369948500002 0.096315000000000026 -0.067109999999999989 13.777522434500002 121.36426933400001 0.091935000000000031 11.859661033550003 13.531614672700002 145.30161263220003 16.575387281250006 75.408562100950022 0.080770000000000022 262.75803037610007 14.451165964200003 199.20888372035003 192.77618096940003 40.563919884450009 24.794052175750004 61.998532946250002 20.404952284350003 18.964955651700002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 -4 -5 6 -6 13 9 -9 12 -12 25 15 16 17 -15 18 22 21 -21 23 28 24 -18 26 -10 -27 29 -1
right_child=1 -3 3 4 5 -7 -8 8 10 -11 11 -13 -14 14 -16 -17 19 -19 -20 20 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=4.0605343448575489e-05 -0.0001411993734295355 0.0023704751827568747 -0.0018241063481669506 0.0010765237603145854 -0.00015563773755552547 1.1363416500473473e-05 -0.001931740708988175 0.0001224308946884505 0.0014161136948581832 0.0023905510189591375 -0.00015044790133898997 0.0017441966494016496 -0.0011222118729137625 -0.0011794755576057161 -0.0016897529066994027 -0.0012399645733568558 6.7888578757819255e-05 0.0010324542391363723 0.0010016759095831116 -0.00031087792734189098 0.0012977390984067409 -0.0011279468572150237 -0.00080470850461702873 8.8466898352351238e-05 -0.0012008414751618517 -0.00089422946490417632 -0.00038717092308393117 -7.767556156691149e-06 0.00027373776200912851 -0.0016562885288267497
leaf_weight=10.543075764689387 2.5068883355844558 0.51597488666413927 0.51883343368361945 0.51692184245589334 0.9989591091871266 3.007015767949369 0.5142721808180577 0.50682964481489878 0.5123589866561804 0.52803827935974823 0.86419019346695336 0.5640520511770839 0.51264885129364302 0.50736554133769018 0.51910662298080623 0.50623723976811064 0.50179673486929377 0.50479889265261491 0.50931188143560646 0.50227868663963193 0.51222820368686206 0.51226750422501677 0.51244428488826166 3.5089365185332326 0.50560189811962175 0.50564057669145768 0.50260892753794906 4.0103208832406771 4.5155210149437162 0.51749918067184886
leaf_count=718 81 41 90 78 4 52 79 40 34 76 39 47 94 333 255 84 49 4 218 514 340 269 45 42 24 68 13 106 117 80
internal_value=1.3922e-07 0.00028752 -2.22843e-05 -0.00027082 -0.00011083 -0.000246612 -0.000759247 1.93266e-05 0.000194025 0.00127973 4.36514e-05 0.000597799 -8.7307e-05 -4.08921e-05 -0.000255668 4.53355e-05 -0.00014202 8.33803e-05 5.45157e-05 -5.49181e-05 0.000501319 -0.000167137 2.45316e-05 -5.81571e-05 -0.000568873 8.6159e-06 0.000523133 -0.000107022 5.18131e-05 -3.87885e-05
internal_weight=41.764 3.02286 38.7412 5.556 5.03717 4.52025 1.51323 33.1852 8.50669 1.03487 7.47182 1.42824 6.04358 24.6785 7.06958 17.6089 6.55048 17.1027 16.5979 6.04311 1.01451 5.0286 16.0885 4.51634 1.0074 5.53093 1.01497 4.51596 15.5761 11.0606
internal_count=4034 122 3912 303 213 135 83 3609 517 116 401 86 315 3092 1826 1266 1571 1182 1178 1238 854 384 960 115 73 221 47 174 915 798
is_linear=0
shrinkage=0.1


Tree=865
num_leaves=31
num_cat=0
split_feature=23 6 23 15 15 20 20 17 10 5 18 15 23 17 22 21 22 20 9 21 9 19 23 8 23 2 17 9 16 10
split_gain=2.72045e-05 5.10468e-05 3.05196e-05 0.000129686 0.000114962 0.000192936 3.66944e-05 4.86714e-05 3.09979e-05 2.90919e-05 0.000110229 6.93032e-05 6.16362e-05 0.000237379 0.000107786 3.76023e-05 0.000122634 7.78339e-05 0.000168887 3.90981e-05 3.9739e-05 9.11032e-05 8.73206e-05 3.41951e-05 7.25643e-05 3.31938e-05 9.69867e-05 3.2684e-05 3.3942e-05 3.08646e-05
threshold=0.41214500000000009 15.155354102400002 0.10507500000000002 35.215351613950006 38.483556206400003 41.035283712600005 41.436838994450007 188.95754880325003 62.046925192600007 21.500664456800006 12.766412759450001 37.274314847650004 0.093160000000000034 188.41589330430003 -0.058374999999999996 6.7825386038500008 -0.039434999999999998 39.685256516350002 201.32298960505003 6.7094573673000006 187.11236276785004 14.451165964200003 0.096995000000000012 8.543332867800002 0.09180000000000002 149.63420042300001 203.92158861145001 194.56033515110002 22.664946999500003 61.998532946250002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 -4 8 -6 -7 -8 -5 10 -1 15 14 29 -11 19 17 -17 27 20 -12 23 -23 25 -25 -22 -27 28 -19 -14
right_child=1 -3 3 4 5 6 7 -9 -10 12 11 -13 13 -15 -16 16 -18 18 -20 -21 21 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.030357679276095773 -5.0796690882573434e-05 0.00086790009177441793 -0.0017384001532873468 1.0713023388414202e-05 -0.0023097048364684731 0.0002877919834912687 0.00012945516539673968 -0.0012585860734507833 0.00065178957859652633 0.00011788641790846271 0.00089589068225925646 -0.001193823299633106 -0.00016962196398659016 0.0024456309119715997 -0.0013639900631049204 0.0010640381463218396 -0.0017389421599974973 -0.0010148419179796188 -0.001930544391140549 0.00091623927804586791 4.2952825059261049e-05 -0.0018461423962794099 1.3857799533322374e-05 0.0014680895885176533 8.9492693287684981e-05 -0.0015253069431970339 0.00042838404064166231 0.00026176159786634671 0.00014695058743340812 0.00074212991670702898
leaf_weight=0.0011996735320093368 1.5026298061721513 1.0122570185325228 0.51884871985718284 1.506345093270568 0.51498902596540608 1.0030156719149093 0.50419328606432656 0.50629479531778543 1.5106434800218265 7.5388046407284497 0.50553695384082331 0.51300327258530742 1.4068725555922321 0.53988037249133913 0.52502220579548797 0.51028857314830656 0.50795426368960406 0.50521684160053737 0.5151501540160045 0.5038795711081282 12.558774718215926 0.50946967886102246 0.50021824374562129 0.5120272468064252 1.5013327012003967 0.50962219203582559 0.50677623758854196 2.0083293067352042 0.50066930437333212 0.5044011602804469
leaf_count=25 51 36 202 15 36 7 20 29 29 720 469 97 43 90 300 96 209 314 162 19 595 37 5 59 18 92 174 40 4 41
internal_value=1.42539e-07 0.000318984 -2.02874e-05 -0.000226565 -8.51141e-05 -0.000582465 -0.000140693 -0.000566009 0.000331708 1.7409e-05 -4.63589e-05 -4.47548e-05 0.000154888 0.000594023 2.14039e-05 -1.81482e-05 -0.000274495 -9.03522e-05 -0.000257258 4.80597e-05 2.2483e-05 -4.11864e-06 -0.000924664 5.55062e-05 0.00044009 -1.53225e-06 -0.000551197 2.87179e-05 -0.000436572 7.0997e-05
internal_weight=41.7636 2.51489 39.2488 6.06433 5.54548 2.52849 2.0135 1.01049 3.01699 33.1844 22.6694 22.6682 10.515 2.45115 8.06383 22.1552 4.54761 4.03965 3.52937 17.6076 17.1038 16.5982 1.00969 15.5885 2.01336 13.5752 1.0164 3.01422 1.00589 1.91127
internal_count=4034 87 3947 338 136 92 56 49 44 3609 2415 2390 1194 174 1020 2293 825 616 520 1468 1449 980 42 938 77 861 266 358 318 84
is_linear=0
shrinkage=0.1


Tree=866
num_leaves=31
num_cat=0
split_feature=0 5 21 6 6 23 22 22 20 23 10 21 2 17 9 15 0 21 20 20 7 7 9 9 23 17 20 7 22 10
split_gain=2.27152e-05 0.00263727 0.00264248 0.00228747 0.00017095 3.57605e-05 9.02178e-05 5.18555e-05 3.32753e-05 6.92556e-05 2.97454e-05 3.40762e-05 3.07195e-05 5.96049e-05 0.000116159 0.000104614 6.42636e-05 0.000142897 3.3476e-05 8.91059e-05 0.000110054 7.88203e-05 3.04175e-05 0.000115051 0.000173688 7.22052e-05 3.30509e-05 9.461e-05 1.66827e-05 1.87179e-05
threshold=97.878695155250014 16.351273197450002 2.5447591590000003 13.65531905435 11.805275828400001 0.13041500000000003 -0.02903 0.086310000000000026 43.426640904350009 0.079805000000000029 75.499969677400017 15.974186315300003 154.31016903475003 202.58869561095003 209.54955617820002 46.074827201850006 86.83719761350001 7.6056575014000005 40.563919884450009 41.32819714970001 23.699538637550003 23.604435110900003 197.90890142995002 194.04304600165003 -0.11012 188.95754880325003 38.748048509250005 23.9417051038 -0.08786999999999999 61.93938686740001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -2 7 -7 8 10 -10 11 12 22 15 -15 16 18 -18 21 20 -20 -14 23 25 -25 28 27 -24 -3 -30
right_child=4 5 3 -5 -6 6 -8 -9 9 -11 -12 -13 13 14 -16 -17 17 -19 19 -21 -22 -23 26 24 -26 -27 -28 -29 29 -31
leaf_value=-0.084161652049751123 -1.7365141959284556e-06 -0.00063299981013069644 -0.054722874354729237 0.096210922341658844 -0.0019211139323418881 -0.00011303800769419208 0.001107152629665333 -0.00095395334383536535 -0.00026849378241192834 0.0013814974670255465 0.00074679877321438208 0.00078081863626585073 0.0013947280009792931 0.0016272784841598884 -0.00050337909834992161 -0.0016276311048025825 -0.002095482750868276 -0.00017600467385658618 -0.0020380994381844551 9.9982928879755844e-06 4.9082292415066975e-05 -0.00013301861479990805 0.00037456741895177851 -0.00015245882868319998 0.0024415230540914276 0.0011435548849399379 -3.1819088646141204e-06 -0.001554984309798782 -0.00044345727628061164 7.6599148059974481e-05
leaf_weight=0.0012134834785299262 4.5102175075575284 0.50506840942946762 0.0011760461407552547 0.0068681633781579876 0.51724937442202001 1.5073349427752876 1.0132952060404239 0.57558971367917067 0.50274284002656455 0.51494351265373473 0.50557133338929006 0.51475758162286567 0.51000522493469602 0.51350877927753946 0.50999478131943787 0.51225100501889365 0.5223557721222204 1.506112931244479 0.51027698312724445 6.0186528687042475 0.50034494118008865 0.99958663792131119 0.50467741980673853 0.50140988959901733 0.53200705037920648 0.52675557057000322 12.03670084565602 0.51181890264905405 0.86212855053207871 3.5087424269405458
leaf_count=26 1195 239 140 19 266 50 26 195 237 232 24 52 57 115 70 122 135 37 25 100 16 6 32 8 110 110 206 47 69 68
internal_value=1.45958e-07 2.74288e-05 0.0533942 0.0741447 -0.000199211 1.39767e-05 0.00037748 -1.28098e-05 3.29806e-06 0.000566392 -1.42734e-05 -2.62575e-05 -3.94078e-05 -0.000164539 0.000565607 -0.000231988 -0.000164334 -0.000670294 -4.414e-05 -0.000135898 -0.00100476 0.00038312 3.83002e-05 0.000216214 0.00118293 3.1302e-05 -4.94235e-05 -0.000596987 -8.88565e-05 -2.59789e-05
internal_weight=41.7634 36.7359 0.00925769 0.00804421 5.02747 36.7266 2.52063 34.206 33.6304 1.01769 32.6127 32.1072 31.5924 12.1031 1.0235 11.0796 10.5673 2.02847 8.53887 7.02927 1.01062 1.50959 19.4893 6.43611 1.03342 5.40269 13.0532 1.0165 4.87594 4.37087
internal_count=4034 2573 185 159 1461 2388 76 2312 2117 469 1648 1624 1572 683 185 498 376 172 204 141 41 63 889 604 118 486 285 79 376 137
is_linear=0
shrinkage=0.1


Tree=867
num_leaves=31
num_cat=0
split_feature=8 19 15 22 22 15 9 20 7 3 15 17 6 10 7 21 7 15 0 0 2 21 9 19 10 9 8 9 4 6
split_gain=2.1566e-05 3.40007e-05 6.08952e-05 0.000115988 5.93809e-05 9.63112e-05 6.44533e-05 0.000105564 4.53056e-05 8.06401e-05 0.000253756 6.7997e-05 8.26777e-05 2.92477e-05 7.36601e-05 2.51113e-05 6.10557e-05 2.49125e-05 0.000204562 0.00802027 0.00142891 7.95074e-05 0.0018428 0.00463544 0.00382025 0.00120599 0.000240255 0.000182173 7.35496e-05 0.000311508
threshold=8.8430989333000021 14.351157895250003 46.074827201850006 -0.086139999999999994 -0.095204999999999998 38.483556206400003 204.89606367675003 42.940640897800002 23.604435110900003 93.499196860750018 37.491361913600009 195.18216166535004 16.605387982250004 62.00390986255001 22.477322886550002 4.8799967471500016 23.478650568600006 31.385732506450001 94.047642319350018 93.399723909900004 98.465712168700023 7.0441631297000011 214.88418602500002 12.851036860900001 75.634392583900009 203.72699028675004 8.0437227585500022 204.27826083785001 216.65973282030004 16.525386113000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 4 -4 5 15 8 -8 9 10 11 12 -6 14 -11 -3 -17 18 19 -1 -21 -20 23 24 25 26 -23 -26 29 -19
right_child=-2 2 3 -5 6 -7 7 -9 -10 13 -12 -13 -14 -15 -16 16 -18 28 21 20 -22 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.00010341992897034854 -0.00063587836785619113 -0.00027696619889878781 0.0004703035606168137 -0.0016664483344405315 0.0017550990538413172 -0.0014574588738734736 0.0020713737146506347 3.5237132970760699e-05 -0.00019542285493032087 -9.6127523760983907e-05 0.0027367792838093896 -0.00030248670216606155 -5.4862372274377941e-05 -0.00027241858460443508 0.00095940226759410252 0.0012036183438533321 -0.0003526814963529759 -0.0028056232508577878 2.4221460624718826e-05 0.035414086174747443 0.099615079092155945 0.045316066827157164 -0.00020667885983435626 -0.097956943047554312 -0.050966117571332716 -0.035556633196054087 0.098426612166344282 -0.1000183737118424 -4.3412227193883366e-05 -6.4340896493984541e-05
leaf_weight=0.5129282766571478 0.52629760808711168 1.003646022460998 0.5041766693142673 0.5120522025439882 0.50978948309784644 0.5132987832696897 0.51352856500852684 0.50504509766096817 2.0133779369500644 1.9063857450855723 0.53077799308084639 1.0063399111313627 0.49981646239757538 1.508157196332746 1.0121521244023481 0.50685191272327734 0.50149878646880097 0.52253560159954604 10.557668039279895 0.0056315100096355217 0.0090185464490689093 0.0011405871144752689 0.5031034658342074 0.0066770404654009916 0.001434348307207226 0.0010176509291568436 0.0033634101328061661 0.0016035578143451801 13.557826573369448 2.0056397452294732
leaf_count=732 201 22 48 69 78 71 40 21 67 38 52 19 2 43 29 28 14 173 1137 18 35 89 72 131 312 16 5 55 396 21
internal_value=2.06612e-07 8.32491e-06 0.000138145 -0.000606352 0.000198523 -0.000234785 0.000307887 0.00106178 0.00022244 0.000343086 0.00079142 0.000279226 0.000859058 8.51549e-05 0.000269931 7.71427e-05 0.000429599 -5.51884e-05 5.64923e-05 0.00198031 0.0749361 -3.51442e-05 -0.00124432 -0.0355066 0.013209 0.0627624 0.084977 -0.0768583 -0.000135749 -0.000630922
internal_weight=41.7628 41.2365 13.5469 1.01623 12.5307 2.5253 10.0054 1.01857 8.9868 6.97342 2.54672 2.01595 1.00961 4.4267 2.91854 2.012 1.00835 27.6896 11.6036 0.527578 0.0146501 11.076 0.51834 0.0152366 0.00855955 0.00552165 0.004504 0.00303791 16.086 2.52818
internal_count=4034 3833 641 117 524 135 389 61 328 261 151 99 80 110 67 64 42 3192 2602 785 53 1817 680 608 477 110 94 367 590 194
is_linear=0
shrinkage=0.1


Tree=868
num_leaves=31
num_cat=0
split_feature=17 17 17 8 8 3 7 2 18 16 3 21 16 22 22 15 18 7 9 22 20 14 20 17 8 20 9 16 0 6
split_gain=1.9463e-05 3.6867e-05 8.01944e-05 3.05559e-05 3.26589e-05 3.51263e-05 2.63854e-05 0.000264252 0.000135008 7.23128e-05 3.2968e-05 8.3894e-05 0.000109953 6.54542e-05 0.000169521 6.39259e-05 2.6294e-05 3.95796e-05 3.3861e-05 4.38858e-05 3.00046e-05 8.28649e-05 5.76882e-05 2.88786e-05 8.88932e-05 3.3796e-05 6.72821e-05 3.93855e-05 5.42291e-05 0.000193682
threshold=181.44667750215004 183.92349703790003 182.50770257345002 8.8430989333000021 8.7431769115000026 93.765354215650021 22.721067571950005 59.023942917950002 12.971888692100002 22.664946999500003 93.281431752200021 14.70115454445 22.644947046300004 -0.058374999999999996 0.022350000000000005 43.401366108000012 13.276755824150003 22.938075114600004 192.31210988165003 0.12427500000000002 36.893814626400008 161.40546423680004 38.748048509250005 204.12988953870004 8.1436447804000007 43.631818398850008 200.76482212275002 22.544947280100004 94.047642319350018 16.455384477450004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 -3 10 11 12 15 -12 -15 16 -9 -18 -19 20 21 -20 -22 25 -25 27 -27 28 29 -24
right_child=1 3 -4 -5 5 -7 7 9 -10 -11 13 -13 -14 14 -16 -17 17 18 19 -21 22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.00021370010897982889 -6.9394038551738401e-05 -9.3255748350787101e-06 -0.0015188618806850074 -0.00075747930920159285 0.00081908545532671144 -1.5474292397568185e-05 -0.037291512484892562 0.00049555008432591906 0.0017241963709133943 -0.001209136384487366 -6.9978963712765378e-05 0.0012917791859041628 0.0014504626193326299 -0.0022541516190699423 0.00032991241321483428 -0.0011328206445960656 -0.00090312254003964041 -0.00081309448516841271 -0.00039355544245562246 0.00092442538900278667 -0.0010787185468632509 0.001414675100531162 0.0022515889712184248 -2.342032265893949e-05 -0.0014978383675720835 -0.00022301408592294454 0.0014098316162054828 -0.00017082552069254162 -4.7820929206648223e-05 0.00012466756383078197
leaf_weight=3.8754029218943336 1.500765991830354 3.0511821599808857 0.51190045000233775 0.52232789875823371 1.0132753594421022 1.0041007987950381 0.0019043076067209999 1.0051971261091406 0.52683602732329138 0.51901988579676483 4.0239359197884825 0.51581045588767338 0.51317022606531182 0.51023537438437516 0.50528048025774408 0.51343551852551073 0.50435562188256611 0.50827171031614327 0.50168445546569473 0.51523134769142487 0.51852886151535571 0.51215586742940333 0.51641675401880105 2.0043465046960551 0.51371287043409086 0.50057950763220904 0.5089034126358456 7.01059438035736 5.027730846293494 2.5046335768784047
leaf_count=1172 45 56 127 113 32 24 41 14 239 83 124 166 31 43 13 49 17 504 7 91 146 118 101 161 142 7 67 44 242 15
internal_value=2.49447e-07 -2.15849e-05 -0.000438051 1.78111e-06 1.29997e-05 0.000403703 -1.06463e-05 -4.14984e-05 0.000245922 -3.91143e-05 -1.83419e-05 3.01235e-05 2.64021e-06 -0.000251027 -0.000968424 -2.94321e-05 -4.42278e-06 -2.76393e-05 -6.75488e-06 1.3107e-05 -1.02308e-05 0.000519898 -3.83624e-05 -9.33903e-06 -0.000324218 4.00039e-05 0.000600141 2.45599e-06 0.000153386 0.000488242
internal_weight=41.7609 37.8855 2.01267 35.8729 35.3505 2.01738 33.3332 29.7551 3.57802 29.7532 29.2342 24.1948 23.6789 5.03945 1.01552 23.1658 22.6523 21.6471 21.1428 20.6345 20.1193 1.01384 19.1054 18.5869 2.51806 16.0689 1.00948 15.0594 8.04878 3.02105
internal_count=4034 2862 172 2690 2577 56 2521 2226 295 2185 2102 1922 1756 180 56 1725 1676 1662 1645 1141 1050 125 925 779 303 476 74 402 358 116
is_linear=0
shrinkage=0.1


Tree=869
num_leaves=31
num_cat=0
split_feature=15 7 19 23 13 22 5 16 7 16 16 7 3 21 6 9 18 17 0 20 21 2 8 4 22 15 21 9 22 21
split_gain=2.19084e-05 0.000102294 4.98786e-05 4.43032e-05 3.38829e-05 8.54557e-05 4.53485e-05 2.84349e-05 0.000151916 0.000500097 6.01467e-05 0.000128841 0.000246754 7.45184e-05 4.58663e-05 0.000192445 5.28751e-05 8.17255e-05 0.000141538 7.15354e-05 3.82902e-05 0.000121801 4.39811e-05 3.6033e-05 0.000135955 3.64428e-05 3.51903e-05 7.87187e-05 6.69844e-05 4.25285e-05
threshold=46.435439118750004 23.514778597300005 14.651182102100002 0.092260000000000023 98.050756475600011 -0.116995 13.154029769200003 22.624947093000003 22.181995028450004 20.864951208700003 22.604947139800004 23.576742473100005 93.794927255050013 14.70115454445 16.455384477450004 197.29115675710003 13.327513832500001 188.19076296340003 86.479632682150012 40.636252116050009 8.9626214023500008 181.73369492375005 8.3434888241000014 263.48865013970004 -0.083064999999999986 39.296024648600003 1.9425901130500003 199.17419511990002 0.0041150000000000015 3.2025200283000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 5 -1 -6 8 9 -8 13 12 -12 20 15 -9 17 -16 -19 -18 23 -22 -23 25 -25 26 27 28 -10 -28
right_child=1 3 -4 -5 6 -7 7 14 10 -11 11 -13 -14 -15 16 -17 19 18 -20 -21 21 22 -24 24 -26 -27 29 -29 -30 -31
leaf_value=0.0080380159198700073 -0.0015281407485941009 -0.00045476255879293412 0.00099137645444237975 0.0008698765539978476 0.016222180651369478 -0.032774209324281101 -0.012184448234395826 0.00010382813793233604 -0.00049135790191009564 0.06984254153071176 -0.0029287926720886594 6.8192136056033736e-05 0.0001883030709026496 0.0011845333039606758 -6.358708669442821e-06 0.0022026436246695021 0.00016768100241357665 0.0021429308345817999 -0.00021950187532612694 -0.0010245414427310039 -0.0017490887786040029 -0.00053453961560072469 0.00078401970574281516 1.3906772353006805e-05 -0.0018026660449010378 0.00062757512675148941 0.00048792085757543561 -0.0014481278818294918 0.00091612311330220185 2.1460603347586082e-06
leaf_weight=0.0010027232973172586 0.50924247090289609 0.50301750945983792 0.51577954945952242 0.50694708428272861 0.0017236450529399807 0.0010505965659110606 0.0017699595942514126 2.514015655217007 1.0094169215434718 0.0012813307781343042 0.51433567781714307 1.5028876188932399 0.50166120885424448 0.51350723066161563 4.9169052611380906 0.52876091399730274 1.002463370944213 0.5149056761933648 0.49973267083987594 1.0106740807489449 0.52666463758077808 0.50488625611492588 0.50699377081105013 2.0093867243788428 0.51825370831805528 1.0079639551111643 2.0222070132894059 0.51745146659746399 0.5084554968325391 16.567394586049229
leaf_count=595 84 43 67 21 202 591 621 68 54 26 30 36 17 75 107 83 23 38 4 29 168 61 28 126 173 30 106 115 29 384
internal_value=2.37119e-07 -0.000372541 1.43103e-05 0.000210134 1.62456e-06 -0.0128439 2.28854e-06 1.58472e-06 -5.0734e-05 0.0222612 -5.31035e-05 -0.000519846 -0.00138969 -8.25207e-06 0.000138409 0.000468551 1.1966e-05 0.00016226 0.000979379 -0.000430861 -3.20858e-05 -0.000515794 0.000126113 -1.28319e-06 -0.000358553 4.04612e-05 1.17682e-05 -0.000382992 -1.98812e-05 5.49894e-05
internal_weight=41.7607 1.51921 40.2415 1.00996 39.7258 0.00205332 39.7237 39.722 28.7345 0.00305129 28.7315 2.51888 1.016 26.2126 10.9875 3.04278 7.94468 5.93154 1.01464 2.01314 25.6991 1.53854 1.01188 24.1605 2.52764 21.6329 20.6249 2.03532 1.51787 18.5896
internal_count=4034 148 3886 64 3819 1186 2633 2431 2079 647 1432 83 47 1349 352 151 201 149 42 52 1274 257 89 1017 299 718 688 198 83 490
is_linear=0
shrinkage=0.1


Tree=870
num_leaves=31
num_cat=0
split_feature=8 8 2 20 22 4 9 21 14 2 23 17 21 22 17 21 21 12 22 16 2 6 16 10 20 4 20 7 21 23
split_gain=2.71383e-05 4.12591e-05 3.61632e-05 9.4408e-05 3.07626e-05 2.70005e-05 4.00442e-05 0.000223744 2.31965e-05 8.00373e-05 4.44705e-05 5.43045e-05 9.27624e-05 2.43519e-05 9.83119e-05 2.41828e-05 7.95257e-05 6.4819e-05 9.17003e-05 0.000118089 7.32719e-05 3.10584e-05 4.86335e-05 0.000175708 4.46597e-05 4.22411e-05 5.18633e-05 8.82307e-05 3.0402e-05 8.3154e-05
threshold=8.8430989333000021 8.7431769115000026 74.580378076100018 41.32819714970001 0.26941000000000009 142.34057910165004 179.18874144770004 10.959760372700002 178.66997565985002 76.243484112200022 0.093160000000000034 185.45496942040003 9.4408665581500006 0.12427500000000002 191.08747234645003 4.0199878722000006 3.5208369948500002 124.10890780100002 -0.070909999999999987 22.544947280100004 158.13149931390004 16.465384711100004 22.624947093000003 62.041548276350007 40.159267750750011 313.22340827140005 41.685324604100011 24.024273989350004 11.507908610950002 0.090735000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 7 -7 9 10 11 -8 -13 15 -15 16 17 -10 19 20 -19 22 24 -24 -17 26 -23 -28 -26 -30
right_child=-2 2 3 -5 -6 6 8 -9 13 -11 -12 12 -14 14 -16 21 -18 18 -20 -21 -22 25 23 -25 28 -27 27 -29 29 -31
leaf_value=0.013353618015139021 -0.00071351630414117056 -6.4771858368909094e-05 0.0018189255702207975 0.00014863852053289775 -0.00078933269786428178 -0.036131712260483562 -2.5598695504044332e-05 0.016350377847707081 -0.0011757985160972088 0.0013651732186309197 -0.00082419639061639396 0.0017388361695362814 -0.00016779280494229299 -0.0002097192479681776 0.0014762161301307547 -0.00093589159528629021 -0.0014515027386272038 0.0012669999741029387 0.0012570991099776177 -0.00115794687700667 -0.00011650531438652849 -0.00016026114260092036 0.0014842186881737517 -0.00012658439298289767 -6.1137912436995216e-05 0.00042080276825117016 -0.0018483676010684837 1.4698129924332346e-05 0.0014582704642260918 5.7082006754165552e-05
leaf_weight=0.0015127723686479957 0.52600005873038824 1.0020552680557551 0.50938201254882631 1.0081193698115667 0.50787597918307525 0.0017028368207936155 3.5097595374631956 0.0015533222921490196 0.50706790368365551 0.519478584584533 0.50956290453641617 0.51988342469576287 0.501163545945019 1.0465238988331531 0.51662514354777389 0.51628914399639114 0.50739693110949069 0.51356357397776786 0.52099496722477256 0.87026257670324714 1.5034703549365618 6.0327179435353155 1.021618625556868 2.00857745979458 12.038310382682047 1.0068366409893341 0.51691907567481699 0.50012957436410943 0.50969766907336911 2.5054556287240879
leaf_count=27 201 9 33 23 152 1019 74 372 158 62 56 107 6 41 84 203 45 149 149 119 170 70 35 46 381 29 66 3 62 83
internal_value=2.3336e-07 9.33817e-06 0.000401447 0.000709306 -1.61801e-05 -5.90284e-06 -6.43182e-06 -0.0110956 -5.48664e-06 0.000183324 6.15184e-05 0.000161131 0.000803 -3.76459e-05 0.000347487 -5.70164e-05 -0.000273574 -0.000120924 3.60143e-05 -0.000184323 0.000235753 -2.1086e-05 4.99548e-05 0.000416491 -2.13808e-05 -0.000185095 -0.000271628 -0.000932213 9.98417e-06 0.000293946
internal_weight=41.7605 41.2345 2.51956 1.5175 38.715 38.2071 38.2056 0.00325616 38.2023 5.55985 5.04037 4.53081 1.02105 32.6425 1.56315 31.0793 4.42276 3.91536 3.40829 2.8873 2.01703 26.6566 18.5999 3.0302 15.5698 8.0566 7.04977 1.01705 15.0535 3.01515
internal_count=4034 3833 65 56 3768 3616 3589 1391 2198 305 243 187 113 1893 125 1768 790 745 587 438 319 978 810 81 729 168 139 69 526 145
is_linear=0
shrinkage=0.1


Tree=871
num_leaves=31
num_cat=0
split_feature=12 2 17 12 6 15 10 6 0 21 22 17 21 21 20 3 3 19 21 16 5 15 23 6 22 0 18 18 23 20
split_gain=2.60856e-05 8.76322e-05 0.000236414 5.5019e-05 4.64399e-05 0.000257824 0.000111284 4.68775e-05 5.49301e-05 4.57762e-05 4.16843e-05 0.000367193 4.59877e-05 9.5471e-05 0.000240709 3.72769e-05 0.00010147 0.000221854 7.48474e-05 4.01816e-05 5.43439e-05 8.69692e-05 5.23085e-05 0.000187377 3.2179e-05 4.08649e-05 6.03516e-05 0.000197429 2.68087e-05 2.45959e-05
threshold=149.09269374785001 130.44142995155002 171.32005222830003 144.57070813310003 16.265380038000004 31.504255087500002 62.079186690200011 14.825346391850003 96.531777631850005 1.9176293050000004 0.13006000000000004 178.80434635775003 2.0008954101500005 4.0199878722000006 41.035283712600005 93.281431752200021 93.663192806700025 14.251149826300002 14.70115454445 22.634947069650003 22.327062271350005 38.884669609800007 0.072205000000000033 16.545386580300001 -0.053159999999999992 86.479632682150012 12.971888692100002 13.258241318650002 0.096885000000000013 40.00488309970001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 7 24 8 -1 -10 11 -4 -13 14 -14 18 17 -17 19 20 21 29 -22 -24 25 26 -6 -28 -18 -15
right_child=1 2 10 -5 6 -7 -8 -9 9 -11 -12 12 13 15 -16 16 28 -19 -20 -21 22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.001012286236325729 -0.0013690873135040801 -0.040377611740581132 0.055654479466239443 0.001111670351276824 8.9160694384308564e-05 -0.0022481577575596029 0.0016523464393529829 0.00096805267925865037 -0.00088045022748797655 9.3202480518431448e-05 0.00084926359932054681 0.00086568851857754319 0.00051981128971847579 0.00061665151292294464 -0.0025431693233354253 0.00033689719212580155 0.00016978267962789356 -0.0026078883993272566 0.0012361320605576082 0.00032712743724242177 -3.9733366535734917e-05 0.0012899538004998085 -0.0023964755960633743 0.00031828066952783118 -0.00058412399157561836 -0.00015125788014414831 0.0024816629465483969 7.6689952079208017e-05 -0.00029272251305424187 -0.00010220472273269503
leaf_weight=0.51790264427757371 0.50934052199438085 0.0014530382621761309 0.0011828243280892483 0.50947788243761394 2.3674450883271194 0.51654901099937056 0.53194184984149107 0.51611471706788314 0.50866442310721183 9.5227281816786213 0.51511987735605202 0.51935056538727664 0.50787197741943002 0.50812644651474403 0.51851324199158744 0.50528773327823706 2.5064233399932032 0.51821629327653795 0.5128660709197338 3.0197667416596223 0.99979433511883842 0.51002959883698018 0.51578243963535875 0.50140734516025987 0.54996669123836195 2.0025426329812035 0.51796752987382877 1.0010227991842837 2.5066297238661521 7.5206452259398908
leaf_count=229 41 271 135 91 187 138 222 100 140 327 169 412 83 120 168 9 103 51 157 39 7 31 38 5 122 12 104 7 51 465
internal_value=2.21418e-07 -7.22081e-05 -4.2438e-05 8.64644e-05 5.83113e-05 -6.44308e-05 0.000262244 3.75087e-05 -8.01736e-06 4.38312e-05 -3.97964e-05 -6.09285e-05 -6.39695e-05 -8.67964e-05 -0.00102756 -3.8817e-05 -0.000246733 -0.00115409 5.02702e-05 5.46996e-06 -8.65488e-05 2.37277e-05 -0.000553399 -0.00105828 0.000147404 0.00021572 0.000404811 0.000896773 -6.14794e-05 -5.67096e-05
internal_weight=41.7601 22.6978 22.1885 19.0623 18.5528 11.582 6.97089 11.0654 10.5493 10.0314 22.187 21.6719 21.6707 21.1514 1.02639 20.125 6.03656 1.0235 14.0884 13.5756 10.5558 8.5388 2.01698 1.01719 6.43894 5.88898 3.88644 1.51899 5.01305 8.02877
internal_count=4034 2355 2314 1679 1588 934 654 796 696 467 2043 1874 1739 1327 251 1076 214 60 862 705 666 616 50 43 432 310 298 111 154 585
is_linear=0
shrinkage=0.1


Tree=872
num_leaves=31
num_cat=0
split_feature=8 8 16 19 23 9 18 13 15 22 13 13 17 17 20 20 22 15 19 5 21 0 20 20 22 12 21 6 23 9
split_gain=4.20754e-05 3.12753e-05 3.83835e-05 2.49148e-05 0.000145752 0.000109911 0.000126995 0.000167708 0.000157333 0.000265951 3.02064e-05 0.000133267 3.81083e-05 5.8775e-05 3.70304e-05 3.27222e-05 5.92418e-05 0.000188047 0.00473691 0.00233489 0.00393709 0.0017672 0.000589907 0.000254268 5.93764e-05 4.65259e-05 3.87891e-05 0.000155333 5.73954e-05 3.54661e-05
threshold=8.8430989333000021 8.7431769115000026 22.614947116400003 14.451165964200003 0.13041500000000003 187.94830913940004 13.204532713600001 117.45067034490002 37.870720399650004 -0.087234999999999993 117.60660091645001 117.62810858150002 191.58460912770002 187.51563899930002 40.280372415600006 40.280372415600006 -0.059424999999999999 32.393814985100008 12.451004585100002 17.505247228350004 2.0976681454000006 94.773526014550015 39.458743938000005 39.952536079750011 -0.053159999999999992 86.968866757150025 3.3753071955500005 14.275333540900002 -0.059734999999999996 199.17419511990002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 10 5 -5 -7 -8 -9 -10 15 -12 13 14 -13 16 17 18 -1 23 21 -21 -22 -20 -18 -17 28 -28 -26 -30
right_child=-2 2 -4 4 -6 6 7 8 9 -11 11 12 -14 -15 -16 25 24 -19 19 20 22 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=-0.00038010846259064308 -0.00088905070927291444 0.00082899667607312611 3.2844777340986006e-05 0.001415012541602208 0.0017969041795471549 -0.0015503047872532584 -0.0016146418454258086 -0.00011715223766847662 -0.00028835082933758541 0.0029327205566034107 -0.0018121318216099448 6.020944508171319e-05 -0.00087664831539438829 0.0010406744773148262 -0.00090423244472454141 0.001001884436277701 0.0010372890179441039 -0.00014362345472903058 -0.097671907939592739 -0.04037144968950962 -0.096119745982423191 0.097710128964815984 -0.037463545038419734 -0.053966430305902119 0.0010749317434901012 3.1107279133833654e-05 0.00020512753731609189 -0.0019373524541346219 9.6632604894361602e-05 -0.00083628833715902393
leaf_weight=0.50119205082224472 0.52536696428004503 1.0128430935840733 1.5058893021965785 0.51077826025624595 0.50946678492982744 0.55459209835544232 0.51933090602329901 2.5048786736369952 0.50296924521684061 0.5227363624767527 0.51010562498346557 1.8598150181516246 0.50788487019379358 0.50651142165373375 0.50654433734648696 0.50550963094368029 0.50647637935191703 2.0094728146373484 0.0069797067096200316 0.0013464162438608651 0.0034755888712680871 0.0029744459645826282 0.0033839232437458122 0.0016448169779401667 0.50554545251785121 21.117640212221225 1.0032899697769555 0.5106311092790804 2.0094766415772241 0.51115212633236895
leaf_count=344 201 29 36 72 15 34 78 32 35 73 19 68 25 17 62 32 28 105 122 63 31 6 33 15 63 2059 79 60 101 97
internal_value=2.1933e-07 1.15495e-05 0.000352997 -1.0664e-05 0.000183911 2.32623e-05 -0.000131125 6.32168e-05 0.000310021 0.00135322 -4.37376e-05 -0.000305474 -7.81418e-05 6.30234e-05 -0.00014624 -8.86181e-06 -0.000187691 -0.000582568 -0.00227557 -0.0502429 -0.0200861 0.0546828 -0.0671836 -0.0893367 1.03099e-05 5.38023e-05 -0.000104256 -0.00051751 0.000102485 -9.25521e-05
internal_weight=41.7599 41.2345 2.51873 38.7158 5.62475 5.11529 4.60451 4.04992 3.53058 1.02571 33.0911 3.89086 3.38076 2.87287 2.36636 29.2002 7.57704 2.53047 0.520997 0.0198049 0.0111804 0.00432086 0.00685951 0.00862452 5.04657 21.6231 4.5401 1.51392 3.02617 2.52063
internal_count=4034 3833 65 3768 339 324 252 218 140 108 3429 191 172 147 130 3238 1147 719 614 270 133 69 64 137 428 2091 400 139 261 198
is_linear=0
shrinkage=0.1


Tree=873
num_leaves=31
num_cat=0
split_feature=8 15 21 19 18 20 7 22 15 21 20 4 8 17 22 15 15 6 4 18 23 2 10 10 0 7 10 12 16 17
split_gain=3.40542e-05 3.47011e-05 0.000167486 5.74286e-05 9.88957e-05 0.000495055 0.00071804 9.51254e-05 0.000185441 0.000102766 0.000160234 5.13175e-05 7.46578e-05 7.24242e-05 6.25673e-05 0.000126224 3.08508e-05 0.000160955 7.79168e-05 0.000480573 4.34075e-05 3.61572e-05 0.00136947 0.0038335 0.000337366 0.000373772 0.000253625 5.41153e-05 3.00591e-05 7.79585e-05
threshold=8.8430989333000021 46.435439118750004 15.285239689500001 14.351157895250003 12.885811969150001 44.262924377150007 22.356277907050004 -0.067109999999999989 39.15620581320001 12.377125061300001 42.536568606950006 193.73972847335003 8.3434888241000014 190.94474013770002 -0.093879999999999991 38.483556206400003 31.504255087500002 14.815346158200002 216.65973282030004 13.043896815850003 0.10371000000000001 154.31016903475003 79.95743325765001 75.408562100950022 97.878695155250014 27.410003572300003 71.658163008950012 146.83961421510003 22.624947093000003 195.42788627465004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 11 9 10 -9 12 -5 -14 15 -13 17 20 19 -18 21 27 23 26 -25 -26 -23 -6 29 -16
right_child=-2 2 -4 7 16 -7 -8 8 -10 -11 -12 14 13 -15 28 -17 18 -19 -20 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.015436842100635152 -0.00079967420521063646 -0.001929922329150292 0.00029132927456955758 0.0014721744962656585 4.2689284738743127e-05 0.029526570315101915 -0.10005566359510154 0.0023740344929692359 0.0022768150355475282 -9.0968494226249756e-05 -0.00013068960589598835 -4.121274408476071e-05 0.00086926271014869526 -0.00027740234775027974 0.00012446538576531421 -0.0019754333785184383 0.00018131647375422492 0.0017785138087285668 -5.7083141146862978e-05 -0.0033445798807031726 -0.00091143863671122756 -0.036649730034506688 0.00013215237878670539 0.099186590313198639 0.027704183287246172 0.089026288661899169 -0.10004641791926068 -0.0010148302016618027 0.00028116931304681395 -0.0013065749596412215
leaf_weight=0.0010007808825919775 0.52566003756908131 0.51261018691076188 1.0049359782099925 0.51194788076281694 10.042784604688119 0.0014053716736578958 0.0011649440020846669 0.5188734036455569 0.57996191994591573 2.0056565535487607 0.50300715628145554 1.0010271523023409 0.8671254881710414 1.5100370002692214 1.505411670294053 0.50891226240643295 1.5062079316903685 0.52602826792897772 13.052654658953537 0.52002559159859618 0.51064662835401442 0.0012720630985957461 0.50280395080850504 0.003215294511158262 0.002177437538681562 0.0018287764543021279 0.0012522652147721474 0.50838173489330607 2.5103451905453085 0.50952562887400166
leaf_count=293 201 114 17 117 598 162 8 41 98 23 10 22 34 29 18 53 22 243 351 148 182 115 609 59 60 46 66 199 33 63
internal_value=1.26891e-07 1.03234e-05 -0.000458985 2.82562e-05 -5.33923e-05 -0.0166936 -0.0466866 0.00020536 0.000638697 0.000324896 0.00114112 3.01918e-05 0.000376776 0.00014087 -0.000135721 -0.000693125 -5.1206e-05 6.77261e-05 -0.000146646 -0.000723592 -1.00253e-05 3.15795e-05 0.000851798 0.0379795 0.0750601 0.0556968 -0.0680995 -8.26466e-06 5.02665e-05 -0.000237408
internal_weight=41.7579 41.2322 1.51755 39.7147 27.1829 0.0035711 0.00216572 12.5318 3.6075 3.02754 1.02188 8.92433 2.88911 2.37716 6.03522 1.50994 27.1793 12.1004 15.0789 2.02623 11.5744 11.0637 0.51255 0.00974584 0.00722151 0.00400621 0.00252433 10.5512 4.52528 2.01494
internal_count=4034 3833 131 3702 3161 463 301 541 172 74 51 369 180 63 189 75 2698 2177 521 170 1934 1752 955 346 165 106 181 797 114 81
is_linear=0
shrinkage=0.1


Tree=874
num_leaves=31
num_cat=0
split_feature=8 15 21 19 18 20 7 22 9 9 4 21 7 22 15 22 23 19 0 0 0 18 17 23 12 5 5 0 5 7
split_gain=2.75716e-05 2.81004e-05 0.000135467 4.65166e-05 8.47213e-05 0.000423356 0.000631555 7.71134e-05 0.000183599 0.00019996 4.15732e-05 6.728e-05 0.000177458 5.06501e-05 0.00010205 3.64137e-05 5.1572e-05 4.58229e-05 0.00494803 0.000323916 9.43065e-05 3.91523e-05 9.8914e-05 0.000191131 6.3149e-05 4.45701e-05 9.95209e-05 5.50766e-05 0.000106377 4.64306e-05
threshold=8.8430989333000021 46.435439118750004 15.285239689500001 14.351157895250003 12.885811969150001 44.262924377150007 22.407814303000006 -0.067109999999999989 200.95377551580003 193.67618212375001 193.73972847335003 5.4279412736500001 22.381996090050006 -0.093879999999999991 38.483556206400003 -0.096529999999999991 0.10371000000000001 13.151061067750001 97.674372337300014 95.117648655250022 96.163458868000006 15.064837217800003 197.01076493205002 0.10371000000000001 92.218642671200016 22.053438739150003 20.911722254300006 86.103248543850015 23.730745871350006 24.268610899850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 10 9 -9 11 -5 -13 14 -12 16 17 18 19 -6 -21 22 25 -24 -23 26 29 -27 -29 -17
right_child=-2 2 -4 7 15 -7 -8 8 -10 -11 13 12 -14 -15 -16 21 -18 -19 -20 20 -22 24 23 -25 -26 27 -28 28 -30 -31
leaf_value=0.010885813120149204 -0.00071932296162934917 -0.0017346794235203048 0.00026225038649205869 -1.6884967132412024e-05 0.031997844117459665 0.026808414118983256 -0.10005158377008837 0.0020647002172544319 0.0023100864934712576 -8.1958671487562579e-05 -3.7092409154382538e-05 -0.00034949883926720755 0.0022913186021997984 4.5252075731194414e-05 -0.001775527273613058 -1.0319607034698259e-05 -0.0007826904219847341 0.00017780673287703242 -0.00023233590108619626 0.087240006844201537 0.065886495146760551 0.0011436527881332668 -0.0024922482085059511 0.00023354495571119261 -6.2855521926480537e-06 -0.00010396830980261309 -0.0011774186857500589 0.0018180301721814158 -0.00022882318741956095 -0.00062464126415890243
leaf_weight=0.0010258943831474845 0.52592369631638902 0.51324003108767513 1.0047406397043799 1.8704256835171675 0.0018608375785960024 0.0013937307096962837 0.0010267582219967153 0.52242364972613575 0.52171395513505547 2.5616578053213743 1.0010547490897312 0.50042342887127211 0.51770660090824094 4.5251128713489104 0.50955609940427837 6.5241206583423734 0.50284552964147433 4.5180363313992036 0.5020317612438765 0.0048253652997467533 0.0036197499225662025 0.50774098237812459 0.52400248599353705 0.50531427496753167 8.0306974236750079 2.0086587554755257 1.0141189910291846 0.51031550314437812 0.50533534389595547 1.5162318118804385
leaf_count=294 201 114 17 97 187 162 7 68 58 46 22 20 63 114 53 173 89 349 583 17 33 51 109 17 821 69 35 30 15 120
internal_value=1.54917e-07 9.33219e-06 -0.000412926 2.54724e-05 -4.80065e-05 -0.0157259 -0.0446062 0.00018488 0.000575158 0.000281672 2.7191e-05 0.000339184 0.000993324 -0.000122121 -0.000623498 -4.60186e-05 0.000182918 0.000279442 0.00117571 0.0697655 0.0780875 -0.000104539 -0.000213082 -0.0011541 6.20959e-05 -0.000132892 -0.000243909 0.000199483 0.000799622 -0.000126167
internal_weight=41.7572 41.2313 1.51798 39.7133 27.1832 0.00344638 0.00205265 12.5301 3.6058 3.08408 8.92428 2.88856 1.01813 6.03572 1.51061 27.1798 5.53322 5.03037 0.512338 0.010306 0.00844512 21.6465 13.1081 1.02932 8.53844 12.0788 9.05447 3.02431 1.01565 8.04035
internal_count=4034 3833 131 3702 3161 463 301 541 172 114 369 180 83 189 75 2698 1258 1169 820 237 50 1440 568 126 872 442 328 114 45 293
is_linear=0
shrinkage=0.1


Tree=875
num_leaves=31
num_cat=0
split_feature=8 22 22 15 15 21 14 6 18 5 20 16 20 6 6 18 9 6 2 20 23 21 12 20 23 15 17 21 21 20
split_gain=2.23258e-05 2.90684e-05 2.91305e-05 7.10171e-05 5.31038e-05 0.00015717 5.92902e-05 0.000110853 0.00400436 0.00307518 0.00190636 0.00185802 0.00397431 0.00121264 0.000265787 0.000182817 0.000381822 5.80949e-05 0.000164808 3.99464e-05 3.5584e-05 4.5552e-05 4.37724e-05 2.66894e-05 6.33951e-05 0.000105807 4.34053e-05 2.58575e-05 0.00015126 5.51535e-05
threshold=8.8430989333000021 0.26941000000000009 0.010890000000000002 41.800301886400014 46.074827201850006 15.285239689500001 300.01056687215004 16.515385879350003 13.258241318650002 21.336111252450003 41.178189531300006 22.564947233300003 42.753078181500008 13.835323260100003 13.565316951450002 13.793345552600002 205.22231928645002 13.715320456250003 89.452622090600016 43.426640904350009 0.11531000000000002 7.6683431583000008 106.61257222060001 42.402981339000007 0.083365000000000022 36.742238227650013 194.36188291790003 4.797392351550001 5.1781607048500016 38.064633603500006
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 6 -6 17 8 -8 10 14 12 -11 -12 -10 -13 -17 18 -1 23 21 22 -4 27 26 -26 -25 29 -29 -19
right_child=-2 -3 3 -5 5 -7 7 -9 9 11 13 15 -14 -15 -16 16 -18 19 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.00011477163316809202 -0.00064708490512868308 -0.00074334955537844346 0.0010114613529662315 0.0013249614152335241 -0.001968997710281722 0.00051769884676523684 -0.00014424788882576949 -0.00031766567136957556 0.013045899829629724 -0.080390783683844932 0.0068605251654649162 0.098892854383131321 0.099493289274076316 -0.099373613473947575 0.07675773551828266 0.048336631453034448 0.10001547394565964 -0.00079417832733199266 -0.002088792132809218 0.0008762553708120789 0.00091737069361937692 -0.00085865276562903424 5.0973016126367035e-05 -0.00030357675868899998 -0.00019384092328511329 -0.0018571984929735556 0.0010091568562348118 0.0012857241008802785 1.9836646386262513e-05 -2.1695541606230935e-05
leaf_weight=1.0020884549308702 0.52616093589880009 0.50795892070922732 0.51149218292893817 0.51071797260016261 0.5130606505776949 0.50370679802136209 0.50169361899074361 0.50267254611072287 0.0010694177523038256 0.0023490257262807337 0.0018748970339532364 0.0060712571557814954 0.0025741538082466875 0.0025169519470882307 0.0016887677260228884 0.0028814967406560754 0.0028375111742207082 1.0193938748098563 0.51325233237913792 0.51533142374027008 0.5103021876780075 0.50938660632196153 6.5567784071705733 0.50188545254955952 1.5071182042895919 0.51245573160453251 0.50563853554012894 1.0173281984467042 13.080434379320389 9.9041095347798791
leaf_count=179 201 152 73 35 141 13 28 67 178 27 332 8 31 61 27 29 21 252 535 261 28 198 308 24 67 61 62 32 333 270
internal_value=1.93263e-07 8.45344e-06 1.78311e-05 0.000181308 -2.59268e-05 -0.000737088 -2.68189e-06 0.00074402 0.00175948 0.0417824 -0.0131018 0.0652619 0.0136641 -0.0540219 0.0520551 0.0868073 0.0739773 -2.82073e-05 -0.000631585 3.8026e-06 0.000109091 5.4659e-05 0.000120478 -1.22269e-05 -0.000292678 -0.000615909 0.000355235 2.17023e-05 0.000111186 -9.37845e-05
internal_weight=41.7568 41.2307 40.7227 8.59868 32.124 1.01677 31.1073 1.02823 0.525557 0.0238635 0.00715003 0.0167134 0.00492318 0.00439185 0.00275819 0.0117903 0.00571901 30.079 1.51534 28.5637 8.08796 7.57766 7.06827 28.0484 3.0271 2.01957 1.00752 25.0213 14.0978 10.9235
internal_count=4034 3833 3681 642 3039 154 2885 809 742 714 598 116 58 393 205 58 50 2076 714 1362 607 579 381 1101 214 128 86 887 365 522
is_linear=0
shrinkage=0.1


Tree=876
num_leaves=31
num_cat=0
split_feature=14 9 0 12 5 9 23 23 18 21 2 20 2 22 22 19 8 23 17 16 9 22 12 17 4 23 21 12 12 2
split_gain=2.16946e-05 5.20592e-05 0.000184719 8.75855e-05 3.45635e-05 2.13761e-05 8.44537e-05 6.01281e-05 0.000115739 5.30328e-05 4.97679e-05 0.0001146 9.62678e-05 4.78864e-05 0.000120466 6.79591e-05 5.93078e-05 5.68421e-05 4.78031e-05 6.56717e-05 0.000118712 4.56918e-05 4.52054e-05 7.97182e-05 3.36639e-05 3.1381e-05 2.91755e-05 2.53756e-05 4.23051e-05 3.79613e-05
threshold=128.57956104760004 179.18874144770004 85.764502819450016 168.82321781925 12.035423697300002 199.68228938305 0.13041500000000003 0.11002000000000002 13.059010054600002 15.309137451250002 63.19085977000001 36.620308449100001 49.864842700850012 -0.083954999999999988 -0.088224999999999984 14.451165964200003 8.7431769115000026 0.099465000000000012 197.20536406400001 22.604947139800004 190.73543849905005 -0.080574999999999994 118.69549532925002 191.86029796145002 159.10550013555002 0.091935000000000031 2.6077339734000007 110.12280952625001 101.85466269095001 95.420340682600013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 9 7 13 -9 10 12 -12 -6 14 16 17 22 21 27 20 -20 -15 -7 -24 -23 -25 -26 28 -13 -29
right_child=1 4 -4 -5 5 6 -8 8 -10 -11 11 18 -14 15 -16 -17 -18 -19 19 -21 -22 24 23 25 26 -27 -28 29 -30 -31
leaf_value=-0.01464419868825502 0.026914481646287271 0.017501151627026652 -0.043216714817720651 -0.014853829996544308 0.00025373283116054827 -0.00052653296820710912 0.0013410147779833123 0.0003704574425167545 -0.0017655513776270552 -0.0010708152241584905 0.0014678109608540144 0.00010647681816385684 -0.0016971404203469697 -0.00095972994551577363 0.0017696342779667776 -0.0011511926289158435 0.0012035160358781572 0.0010399841663830864 2.2582232578352375e-05 -3.417686230332585e-05 -0.0021341819704927384 0.00045094236569898387 0.0013938006128593888 0.00017115263993904185 -0.0007952608118911537 -0.00067117111572067493 -1.6264170083918506e-05 -0.00089300146731792355 0.0011055733602508414 -1.2352484530420592e-05
leaf_weight=0.0010115656334822578 0.0010029447476918845 0.0011286349613247584 0.0012289216549576454 0.0010052172902087139 0.50241508060206885 1.0064330201508562 0.51254792548223704 0.50198116341429855 0.51282537717683851 0.51621309931781567 0.51156846828599611 2.5120224832838054 0.50940604462516603 0.50644824321647064 0.5140055471051922 0.52127429410076942 0.51311063770181409 0.51784080075989258 0.50238973057847258 1.5061344651741064 0.51869123058794564 1.506433628051689 0.50872948893955605 3.5154756577363195 0.50783446259501097 0.50594587107624489 9.0246751215461725 0.50866617164774552 0.50983276469528238 12.977439362608404
leaf_count=31 410 289 910 162 11 97 62 13 83 62 64 75 47 53 57 115 85 61 21 28 94 35 95 155 130 70 203 37 75 404
internal_value=2.8211e-07 6.36893e-07 -0.0126804 0.00600669 1.62008e-06 1.14702e-06 7.33886e-05 4.11653e-05 -0.00070896 -6.97261e-05 -4.45894e-05 -9.19023e-06 -0.000728443 8.092e-05 0.000299891 -3.32885e-05 0.000175016 1.50182e-05 -4.88845e-05 -0.000453903 -0.00107302 -3.09542e-05 7.96979e-05 0.00021438 1.16565e-05 6.51776e-05 -5.77644e-05 1.31201e-05 0.00027504 -4.55686e-05
internal_weight=41.7557 41.7547 0.00323708 0.00200816 41.7515 41.7503 20.6756 20.163 1.01481 21.0748 20.5586 19.5467 1.01182 19.1482 6.5637 12.5845 6.04969 12.0632 19.0352 2.52722 1.02108 11.5454 5.53658 4.53015 11.0389 4.02142 9.53251 16.508 3.02186 13.4861
internal_count=4034 4003 1482 572 2521 2232 1314 1252 96 918 856 798 58 1156 559 597 502 482 734 143 115 421 417 320 368 225 333 591 150 441
is_linear=0
shrinkage=0.1


Tree=877
num_leaves=31
num_cat=0
split_feature=8 19 23 0 15 5 0 0 6 9 13 20 21 9 20 10 22 22 2 12 18 18 17 17 23 22 21 0 22 0
split_gain=2.5847e-05 2.75092e-05 5.78408e-05 8.09536e-05 9.40656e-05 9.42797e-05 5.27734e-05 0.000153728 7.58045e-05 7.09923e-05 0.000208054 6.20252e-05 3.86678e-05 3.29259e-05 0.000130347 0.00697844 0.00252322 7.18249e-05 4.81515e-05 7.83771e-05 4.58404e-05 6.77019e-05 4.01636e-05 4.54816e-05 2.66005e-05 2.58005e-05 8.04949e-05 7.72176e-05 6.40389e-05 3.67636e-05
threshold=8.8430989333000021 14.351157895250003 0.13041500000000003 88.872360418250011 34.139075990150012 20.849573174100005 86.329079026800017 86.054856297550018 16.485385178400005 197.29115675710003 117.45067034490002 42.141702038450013 9.4408665581500006 195.10791980860003 41.385032804600009 62.272755675600003 -0.092479999999999993 0.22598000000000004 192.44078413960003 246.36519872610003 13.043896815850003 13.314799198000001 189.43751236195004 196.54125635090003 0.092465000000000033 0.048475000000000011 4.797392351550001 102.89804648475001 -0.031449999999999999 97.878695155250014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 -3 -6 7 8 -7 10 -8 -11 -10 14 22 16 -16 18 20 -20 -15 -22 -1 -24 -21 28 27 -27 29 -23
right_child=-2 2 -4 -5 5 6 9 -9 12 11 -12 -13 -14 17 15 -17 -18 -19 19 24 21 25 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-7.7370315470683149e-06 -0.00069632223242322799 0.0014384575127192483 0.00070874148223952179 -0.0011699377253813273 -0.0012849324064123926 0.0011971941785310467 -0.00038243792856684647 -0.0017680114299014405 0.00010993099299551038 -8.1738541153407156e-05 0.0024776793646062289 0.0006836657832976331 -0.00062803433182974486 0.00094135195261042912 0.030693810471652323 2.0502280837838547e-06 -0.098334316120483573 -0.0011583910808164509 0.0015921988314478647 -0.00043662484872328223 -0.001166594487363879 2.9688078271030476e-05 -0.0013623105189421551 -2.0107625311288578e-05 0.00058955795504889543 0.0018510347445511049 5.4567093477749029e-06 0.00010687259163983444 -0.0011634249044803599 -0.00060126951478696922
leaf_weight=5.5160295707514893 0.52595933832753061 0.50774074145701042 1.5127001084674692 0.51825873409029632 0.50746778165557671 0.5123791437326094 0.50262802804354556 0.51914016998108525 2.4147494419386342 3.5134359541789308 0.51486308787571033 1.5153727652268569 1.0057666995401673 0.50445436946211941 0.0017922878557992692 0.50308776658337373 0.0098178203753463422 0.50820905911676462 0.5132035189386096 0.50698320613729408 0.50508788441196628 10.554336312133172 0.50679718363527215 0.50307229112065299 0.50344584166629947 0.51478673777637574 4.5045252080207225 0.50072722247847068 0.51666561412182588 1.012004889930515
leaf_count=520 201 37 30 88 40 96 9 43 86 59 87 35 31 12 141 753 143 69 180 172 15 352 98 206 53 46 46 19 111 256
internal_value=2.66445e-07 9.15273e-06 0.000125935 5.26612e-05 0.000107694 4.63007e-05 0.00011065 -0.000150634 6.28588e-05 0.000303039 0.00106482 0.000148907 -0.00010706 -4.79812e-05 -0.000234723 -0.00176683 -0.0784159 1.57056e-05 4.53381e-05 0.000585818 1.09426e-06 -2.50993e-05 -0.000113886 -0.000693684 7.46703e-05 7.65383e-06 0.000186771 0.000991027 -7.41745e-05 -2.5518e-05
internal_weight=41.7555 41.2295 13.5445 12.0318 11.5135 11.0058 10.4983 4.45204 3.9329 6.0463 1.01749 5.02881 3.42052 27.685 7.0406 0.514698 0.0116101 20.6444 20.1362 1.52363 18.6126 18.1081 6.5259 1.00987 1.01043 17.603 5.52004 1.01551 12.083 11.5663
internal_count=4034 3833 641 611 523 486 446 256 213 190 96 94 117 3192 1861 1037 284 1331 1262 405 857 845 824 304 225 830 111 65 719 608
is_linear=0
shrinkage=0.1


Tree=878
num_leaves=31
num_cat=0
split_feature=9 23 9 23 13 22 16 19 12 15 23 22 17 7 17 21 5 2 20 2 17 16 9 17 23 17 21 15 17 10
split_gain=2.4721e-05 8.0912e-05 5.30672e-05 5.96746e-05 6.69304e-05 4.64868e-05 0.000119854 5.82107e-05 5.39593e-05 7.96505e-05 4.02581e-05 4.18287e-05 0.000119568 4.28271e-05 5.11906e-05 3.99459e-05 4.0165e-05 3.92533e-05 8.5638e-05 8.06242e-05 4.70103e-05 5.88119e-05 0.000111957 2.85983e-05 0.000122363 5.74087e-05 9.51445e-05 0.000136984 4.21258e-05 0.000167224
threshold=199.68228938305 0.13041500000000003 200.17144541975003 0.11002000000000002 117.70876232545002 -0.083954999999999988 22.594947163200004 14.451165964200003 118.08312318060003 30.501457990950005 0.10335500000000002 0.04932000000000001 197.71582798205003 24.225158517200004 182.50770257345002 15.309137451250002 24.393336510100003 63.19085977000001 36.620308449100001 49.864842700850012 197.20536406400001 22.604947139800004 190.49354742400001 193.50449793755004 0.088075000000000028 190.94474013770002 6.4631116253000007 42.713473568600008 188.10488866565001 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=15 2 -2 5 -5 6 8 10 -4 -10 11 12 13 -7 -15 16 17 19 -19 -1 23 22 -22 25 -25 28 27 -27 -20 -30
right_child=1 -3 3 4 -6 7 -8 -9 9 -11 -12 -13 -14 14 -16 -17 -18 18 20 -21 21 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.00025991131574058053 0.0010559713738083497 0.0013186874122374176 -0.00082582346640154125 -0.0015302094036175472 9.5413621875054452e-05 3.5966838695839728e-05 0.0017505831858913427 -0.0010833170822058457 0.0014265151218542105 0.00011779347049331113 0.00086844124885910267 0.00017482764507863006 -0.001670216807678196 4.0933915226469741e-05 -0.0013827443339279443 -0.00094449774869396347 -0.00093261932604066721 0.0012773388546584146 -2.5610355019158576e-05 -0.0015245900033170248 4.1927297143046415e-05 -3.8547467590514291e-05 -0.0020525353745399293 0.0017049910054165694 3.640240163181712e-05 -0.002354310019967362 -5.4546107083571864e-05 -2.7063003068989708e-05 0.0020385691115220503 -4.110151610227314e-05
leaf_weight=0.50281313679206252 0.50745003546386058 0.51247155893155039 0.51117960655134975 0.51270018230250147 0.50052590199783964 5.0093626651323868 0.5130998037177078 0.5213292191815232 0.51838508594923638 4.5194454497137926 0.50664796363014453 5.018836574356822 0.51582029383040851 0.50031524353212542 0.51002199171493245 0.51668367698468642 0.50772488660768189 0.51099875598394007 6.9289335763814313 0.5099624757807284 0.50259060459749816 1.5060821274457863 0.51851316433907435 0.51450606180075675 3.0143633204205145 0.51149324015084274 2.5048103882711241 0.5003171037053562 0.52016462856863732 1.506249375290784
leaf_count=30 28 65 128 89 10 49 63 118 269 187 30 167 191 69 87 202 539 267 572 49 247 28 93 159 52 63 51 10 52 70
internal_value=1.45938e-07 7.78299e-05 4.62951e-05 2.02309e-05 -0.000727164 6.08479e-05 0.000288336 -4.87549e-05 0.000153127 0.000252459 -4.03661e-06 -4.2294e-05 -0.000209029 -8.38213e-05 -0.000677744 -7.60688e-05 -5.42442e-05 -3.20032e-05 2.66579e-07 -0.000638638 -3.49548e-05 -0.000435761 -0.00102163 2.83489e-05 0.000279681 -4.2764e-05 -0.000385137 -0.00120354 9.16804e-05 0.000492734
internal_weight=41.7538 20.6776 20.1651 19.6577 1.01323 18.6444 6.06211 12.5823 5.54901 5.03783 12.061 11.5544 6.53552 6.0197 1.01034 21.0762 20.5595 20.0518 19.039 1.01278 18.528 2.52719 1.0211 16.0008 3.52887 12.472 3.51662 1.01181 8.95535 2.02641
internal_count=4034 1550 1485 1457 99 1358 647 711 584 456 593 563 396 205 156 2484 2282 1743 1664 79 1397 368 340 1029 211 818 124 73 694 122
is_linear=0
shrinkage=0.1


Tree=879
num_leaves=31
num_cat=0
split_feature=8 8 2 20 19 22 4 10 16 7 13 9 2 7 6 13 9 22 19 21 6 21 7 3 5 22 16 3 22 18
split_gain=3.34321e-05 3.39715e-05 3.80505e-05 0.000112059 2.62966e-05 9.28022e-05 2.5607e-05 9.55309e-05 0.000613761 0.000676854 2.84179e-05 5.43179e-05 2.43756e-05 6.53359e-05 7.71218e-05 7.76646e-05 5.88823e-05 0.000239159 4.23856e-05 6.11672e-05 0.000165491 7.05123e-05 8.32807e-05 4.3498e-05 3.90657e-05 3.65238e-05 5.6883e-05 0.000140169 5.53721e-05 9.22237e-05
threshold=8.8430989333000021 8.7431769115000026 74.580378076100018 41.32819714970001 14.651182102100002 -0.086139999999999994 142.34057910165004 61.622148808000013 22.794946695500006 19.078733418100004 95.986020631400024 177.77223095870002 171.97230602530001 23.051546669900002 16.535386346650004 117.64961624655002 201.61239113610003 -0.086139999999999994 14.351157895250003 4.797392351550001 16.525386113000007 3.2432014949500005 23.127267687200003 92.781378539900018 24.279163357700003 -0.095854999999999996 18.964955651700002 88.931506497100017 -0.059424999999999999 15.279937110450001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 -6 -1 8 9 -8 -9 -12 18 -14 15 16 24 -18 25 21 23 22 -20 -21 -15 -13 28 -28 29 -27
right_child=-2 2 3 -5 5 -7 7 10 -10 -11 11 12 13 14 -16 -17 17 -19 19 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.013042841321013325 -0.00079236651785735679 -0.00011221348587752783 0.0018903636959064175 7.0700380956106109e-05 -0.00047534748018115475 0.0014384875361199536 0.0089625001797053305 -0.016804816551161606 0.04420548394787828 -0.10002742007543319 0.020265454071456714 0.00019836929933360846 -0.0012653113403129049 -0.00016377363158072983 -0.0012980161750018203 0.00079205033003150829 0.00069337034069984595 -0.0023496651941647823 -0.00017135523579767901 0.001097070951655493 0.0021422583198152656 -0.00080913934224809798 0.0013227264451934279 0.00011338944797157399 0.00041676133719892674 -0.0016413651911990864 -0.0019620848740009552 -0.00022252786845029243 9.5467437935179819e-05 -8.7357318522716853e-05
leaf_weight=0.0014991310900701596 0.52559162833593021 1.0017326712436472 0.50959996469873647 1.0075220010394152 0.50243900885856618 0.51110070935464935 0.0011197972545977366 0.0010093178892905943 0.0011089223617091193 0.0011601156821724745 0.0013193051631706912 4.5260498559907978 0.50947871663477506 5.016155792175466 0.5085404341390366 1.012226222834421 0.51183308433984931 0.52133278500678637 1.4079780361633418 0.51541230976181385 0.51530687526792451 1.0067775989086198 0.50756547231867433 3.5168587757674743 1.5075053749508489 0.5114343895487371 0.52344039736226378 4.0252099434831052 9.5376105357746184 1.5076524602774695
leaf_count=27 201 9 33 23 13 30 223 980 11 145 451 381 68 144 17 38 162 256 23 31 43 21 61 110 34 77 85 71 196 70
internal_value=1.47602e-07 1.02509e-05 0.0003661 0.000681924 -1.29047e-05 0.000489748 -2.64198e-05 -2.69395e-05 -0.016816 -0.0464962 -2.543e-05 -2.49807e-05 -2.56909e-05 -0.000163378 -0.000101533 -3.05258e-05 -0.000140709 -0.000842137 2.12827e-05 0.000225387 0.000454778 -0.000131579 0.000224535 0.000239125 -2.9622e-05 -5.26164e-05 -0.00012315 -0.000422709 -5.24578e-06 -0.000480987
internal_weight=41.7536 41.228 2.51885 1.51712 38.7091 1.01354 37.6956 37.6941 0.00338884 0.00227991 37.6907 37.6897 37.6884 9.58707 9.07759 8.56905 7.55683 1.03317 28.1013 7.4699 4.54758 2.92232 1.91554 4.03227 6.52366 20.6314 16.1053 4.54865 11.5567 2.01909
internal_count=4034 3833 65 56 3768 43 3725 3698 379 368 3319 2339 1888 719 651 634 596 418 1169 289 184 105 84 141 178 880 499 156 343 147
is_linear=0
shrinkage=0.1


Tree=880
num_leaves=31
num_cat=0
split_feature=8 8 16 22 9 15 10 19 21 8 7 5 10 20 19 18 19 22 15 20 22 20 20 19 6 16 21 15 13 3
split_gain=2.70649e-05 2.75273e-05 3.58183e-05 2.30556e-05 2.58987e-05 3.6222e-05 9.5521e-05 2.6349e-05 0.000143903 0.000113942 9.89323e-05 3.87992e-05 3.48467e-05 0.00013441 0.000213998 4.13147e-05 9.45987e-05 0.0005418 8.78382e-05 5.29549e-05 5.23982e-05 2.9846e-05 2.64705e-05 5.29163e-05 6.75692e-05 0.000115277 5.18847e-05 0.000102803 5.42825e-05 9.55516e-05
threshold=8.8430989333000021 8.7431769115000026 22.614947116400003 0.26941000000000009 181.33671263215004 17.855957135100002 81.597392717250017 14.451165964200003 10.558528947350002 8.3434888241000014 22.938075114600004 22.692834890150003 61.993156030000002 40.636252116050009 14.151141757350002 13.552878921100001 14.351157895250003 -0.08854999999999999 39.883592142850006 41.741384785950011 -0.097294999999999993 41.975471476700008 40.280372415600006 14.251149826300002 14.605341251450001 22.544947280100004 3.9632429946000003 33.762789462050002 109.63263410155001 84.812788641250009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -6 12 9 -9 -11 -12 13 -7 -15 16 19 -18 22 -14 -21 -13 26 24 -24 -26 28 -28 29 -17
right_child=-2 2 -4 -5 5 7 -8 8 -10 10 11 21 15 14 -16 18 17 -19 -20 20 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00050444925899341831 -0.00071274914604775282 0.00078949713935621158 2.0320789072281455e-05 -0.00068078105884288931 0.034722107065255435 2.0910725860691314e-05 -0.0085912917525780615 0.0014194276322486428 0.0017821028115721452 -0.0013903379032989922 -0.00019594196827453861 0.0011064193279163225 0.00013099556779688215 0.00018658252077578241 -0.0027092728458000198 5.4971388139586592e-05 -2.8786167025962223e-05 0.0035892372766999289 -0.0013418929077724879 4.565295179244159e-05 -0.00139694106700257 1.7985635211605214e-05 8.4709184211189629e-05 -0.0002592728916239342 0.001986500315610738 -0.00014202670098167653 -0.0018444458446109984 -0.00011202953166510527 0.00094525072478929175 -0.0014285991329913096
leaf_weight=1.0018137074502238 0.52585293283512058 1.0125409011305557 1.50569203754668 0.5081240290841923 0.0010316598202699248 3.3692229682728776 0.0010053217894349653 0.51742341647537493 0.53110373708955183 0.55889130201569548 2.0076880541828364 0.50599347745082901 4.0142191153172488 0.50088406357326698 0.52022182531393257 3.0173125945002401 2.003440236809809 0.52167646792588573 0.51634518225973991 0.50055331858628449 0.5066198693258952 0.50174917584338452 9.5340219197237577 4.0117670353399708 0.51839140375635639 0.49970526774268365 0.52034252407364689 1.0023922131883862 0.51007142509183712 0.50709262839073677
leaf_count=1439 201 29 36 152 18 37 339 97 61 47 53 19 73 5 61 189 32 93 103 13 35 40 409 65 96 3 163 30 44 52
internal_value=1.34326e-07 9.22712e-06 0.000329594 -1.16145e-05 -2.71365e-06 1.07986e-05 0.0133454 1.00684e-05 0.000233482 3.24732e-05 -0.000168304 5.81923e-05 -2.16379e-05 -0.000283695 -0.00128877 1.91838e-05 0.000219403 0.000718679 -5.40305e-05 -3.16688e-05 -0.000679989 0.000564495 -2.09816e-05 4.98692e-05 0.000167401 0.00094177 -0.000206662 -0.000704024 -1.89419e-05 -0.000158485
internal_weight=41.7532 41.2273 2.51823 38.7091 38.201 37.1992 0.00203698 37.1971 4.62285 4.09175 3.57432 3.01543 32.5743 4.39033 1.02111 28.184 7.54651 2.52512 20.6374 5.02139 1.00717 1.00774 20.1211 14.5639 10.5521 1.0181 5.55721 1.52273 4.03448 3.52441
internal_count=4034 3833 65 3768 3616 2177 357 1820 317 256 159 112 1503 103 66 1400 246 125 1154 121 48 59 1051 573 508 99 478 193 285 241
is_linear=0
shrinkage=0.1


Tree=881
num_leaves=31
num_cat=0
split_feature=8 8 2 20 19 22 12 12 10 23 21 20 7 9 21 17 23 23 18 0 7 15 19 20 6 15 7 6 5 20
split_gain=2.19132e-05 2.23002e-05 3.77809e-05 9.08572e-05 2.19424e-05 7.31818e-05 2.64413e-05 0.00465388 0.000803058 0.00237013 5.24429e-05 5.14731e-05 0.000164289 0.000122702 5.00901e-05 4.25482e-05 3.88463e-05 0.000123226 7.40786e-05 8.17701e-05 0.000158942 0.000253234 4.61327e-05 5.82847e-05 9.94302e-05 3.28548e-05 3.63387e-05 7.7639e-05 3.65415e-05 2.09152e-05
threshold=8.8430989333000021 8.7431769115000026 74.580378076100018 41.32819714970001 14.651182102100002 -0.086139999999999994 146.83961421510003 152.73554204000004 62.025417527550012 0.098075000000000023 12.957322271500002 41.360869295700006 23.667467222350002 204.12988221610001 4.797392351550001 198.49975298390004 0.09013000000000003 0.088220000000000021 14.005298574600001 86.256490657300006 23.478650568600006 37.491361913600009 14.251149826300002 40.636252116050009 16.555386813950005 42.493282152450007 23.779256055650006 16.495385412050002 21.991679690250006 36.620308449100001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 -6 10 8 -8 15 11 13 -13 29 -14 -10 17 25 19 22 21 -21 -18 -24 -25 26 27 -9 -28 -1
right_child=-2 2 3 -5 5 -7 7 16 9 -11 -12 12 14 -15 -16 -17 18 -19 -20 20 -22 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=0.00049938600839012116 -0.00064117201852422845 -0.00018001255225249719 0.0017005557295728876 6.1325369133496705e-05 -0.00040774244871901529 0.0012920058263382514 -0.10019622335378875 -0.00013934393761515384 -0.076309202370104842 0.049401301280701707 -0.00093233065879144749 0.0020543228396463966 0.0010811447072408731 -0.0015075717550397207 8.1367712604105002e-06 -0.10008732261453027 0.00016989871647423311 -0.0017214861642695881 -0.0010920706269209001 -9.4406165491455504e-05 0.00013085208565603756 0.0030569778843719292 -7.7437199636783759e-05 -0.0020362674906329831 -5.6268958323958814e-05 -0.00090594887669990577 -3.6274979753391507e-06 -0.0014717620365277745 0.00088925339669867825 2.4682796725041822e-05
leaf_weight=1.0141244878665361 0.52608808300272514 1.0012803491608822 0.50893828499056315 1.0074595594943039 0.5026608052309598 0.51059809967409708 0.0045098612534471283 3.0022966630475381 0.0011318410926205169 0.0018217362720966968 0.50699891538551156 0.52836021838710401 0.5085545618271311 0.51768994165355842 3.0102949789104976 0.0022455390435123235 2.0059671959944456 0.51000421188053202 0.52377785858781045 0.50006001542473633 4.5240195943688377 0.52029348810356169 1.5020016826092617 0.51359065583044461 0.50105615867687447 0.51133759303196491 5.02147933148356 0.51188063276124962 0.50439234607460282 10.94819272158138
leaf_count=240 201 9 33 23 13 30 19 264 42 22 78 348 201 154 105 19 30 148 419 13 47 34 18 62 9 120 796 156 21 360
internal_value=1.41112e-07 8.32475e-06 0.000296709 0.000611489 -1.04319e-05 0.000448789 -2.27756e-05 -9.88205e-05 -0.0693168 -0.042531 6.94639e-05 0.000100196 0.000410094 -3.03136e-07 0.000163211 -0.0921187 -6.62798e-05 -0.00020699 6.73974e-05 0.000127724 0.000385128 0.00151253 -0.000187834 -0.000472975 -0.0010585 -0.000126123 -8.2013e-05 -0.000333426 7.78732e-05 6.49265e-05
internal_weight=41.7531 41.227 2.51768 1.5164 38.7093 1.01326 37.6961 20.6619 0.00970898 0.00519912 17.0342 16.5272 4.04721 12.48 3.51885 0.00337738 20.6522 10.0614 10.5908 10.067 5.54437 1.02035 4.52262 2.51665 1.01465 9.55139 9.04005 3.51418 5.52587 11.9623
internal_count=4034 3833 65 56 3768 43 3725 2239 102 83 1486 1408 654 754 306 61 2137 1505 632 213 94 47 119 89 71 1357 1237 420 817 600
is_linear=0
shrinkage=0.1


Tree=882
num_leaves=31
num_cat=0
split_feature=15 7 19 23 15 18 23 19 18 9 22 23 15 6 20 15 17 17 13 15 3 7 23 19 19 6 22 21 14 19
split_gain=2.21942e-05 8.9581e-05 5.1341e-05 3.67785e-05 2.96785e-05 0.000172336 0.000838958 0.000791072 0.000216844 0.000145877 0.000121695 0.000228923 7.13313e-05 5.68736e-05 7.65476e-05 3.33078e-05 9.56066e-05 0.000214415 6.82974e-05 8.14253e-05 3.58723e-05 0.000242601 3.43141e-05 0.00015651 4.93093e-05 0.000109487 5.35085e-05 3.31735e-05 8.42776e-05 1.94982e-05
threshold=46.435439118750004 23.514778597300005 14.651182102100002 0.092260000000000023 41.492094664050008 12.885811969150001 0.096995000000000012 14.251149826300002 12.722397935550001 179.18874144770004 -0.06828999999999999 0.10249000000000003 42.493282152450007 16.505385645700006 43.182896969600009 39.883592142850006 190.25644477395002 190.94474013770002 117.67112391160002 39.296024648600003 93.579850604650019 22.407814303000006 0.13041500000000003 14.351157895250003 14.451165964200003 16.475384944750001 -0.08786999999999999 8.9626214023500008 224.77131425235004 14.351157895250003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 5 6 7 -1 -9 -7 12 -12 -6 14 -14 18 -17 -18 19 20 21 -11 24 -24 27 -26 -27 29 -29 -23
right_child=1 3 -4 -5 10 9 -8 8 -10 15 11 -13 13 -15 -16 16 17 -19 -20 -21 -22 22 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.037870631754350598 -0.0014566990056710688 -0.00043549629475219824 0.0010056789712669198 0.00077162014161173773 0.00074379425108386983 -0.031648718540849184 -0.073575468503570454 0.01722962023578143 0.08120678943060973 0.040011987754590243 0.0026699995075262425 -0.00025036904997220716 -0.0017090791935187137 2.7508762126354357e-05 3.2560919211199074e-05 0.00013082644590674971 -6.6358873086397197e-05 -0.0025755228605792851 0.0011526436278571019 0.0012379464902021549 -0.00087048169082700215 1.5852010794661081e-06 -0.00014040169713483905 0.0018865135739587907 -0.0017734666146058062 0.00037352773197646226 -0.00065809901355273369 -0.0014808826645814459 -8.1150582144237554e-05 0.00032884771131894922
leaf_weight=0.0019510262416265736 0.50913427791704169 0.50303931919191203 0.51560651346030439 0.50658712029235176 1.009421728876873 0.0014592632915498829 0.0018201616276130039 0.0010233406301978221 0.0010984473019561847 0.0015134943969624661 0.52281424718586211 0.5516376287669118 0.50891049448791414 2.862940679427993 0.50058522943038497 2.0100071704679858 0.99998979522206333 0.51644846477274342 0.50834589301179178 0.50871376147915626 0.50881584420644799 19.115787798896619 1.5061378227523463 0.50992912625258657 0.51716311774907753 1.0059945869907099 1.0051232006917414 0.51918610082842187 2.5083745065727232 2.0121882258813448
leaf_count=446 84 43 67 21 24 1045 49 26 14 8 73 27 69 30 15 31 7 87 18 19 47 1173 62 18 68 21 28 118 199 97
internal_value=5.99441e-08 -0.000375197 1.42256e-05 0.000170183 1.35463e-06 -3.49541e-05 -0.0171344 0.00808938 0.0503505 -3.19689e-05 0.000207157 0.00117064 -4.89789e-06 -0.000200058 -0.000845441 -3.0602e-05 -0.000321434 -0.000920897 3.32779e-06 -1.63314e-05 -3.81754e-05 -2.34204e-05 -2.55316e-05 0.000372271 -5.55872e-05 -0.000475768 -0.000142062 -1.16083e-05 -0.000321186 3.27531e-05
internal_weight=41.7517 1.51876 40.233 1.00963 39.7174 33.7611 0.00589298 0.00407281 0.00212179 33.7552 5.95631 1.07445 4.88186 3.87244 1.0095 33.7537 3.52645 1.51644 30.2273 29.7189 29.2102 28.7014 28.6999 2.01607 26.6838 2.52828 2.01112 24.1555 3.02756 21.128
internal_count=4034 148 3886 64 3819 3581 535 486 40 3046 238 100 138 114 84 2001 125 94 1876 1858 1839 1792 1784 80 1704 117 49 1587 317 1270
is_linear=0
shrinkage=0.1


Tree=883
num_leaves=31
num_cat=0
split_feature=8 22 15 22 8 15 15 12 12 8 15 17 7 7 21 14 21 23 17 5 23 14 21 9 4 20 7 22 21 23
split_gain=2.53039e-05 2.4328e-05 8.59867e-05 0.00150102 0.00165537 0.000699532 8.19878e-05 6.34091e-05 6.39303e-05 6.16214e-05 5.4981e-05 0.000206898 0.00114829 0.000418202 0.000116267 4.91722e-05 0.000156665 4.79282e-05 4.15952e-05 0.00144079 8.3908e-05 3.96664e-05 6.9669e-05 0.000214127 5.67394e-05 9.01793e-05 2.63134e-05 5.27222e-05 0.00010478 5.12383e-05
threshold=8.8430989333000021 0.010890000000000002 21.178773360300003 -0.073609999999999995 8.1436447804000007 18.738366799200005 41.800301886400014 92.218642671200016 103.54784004735002 7.943800736700001 46.074827201850006 179.11813834395002 23.779256055650006 22.996658327800002 15.285239689500001 300.01056687215004 13.996357022800002 0.11660000000000002 200.36843462235004 13.8160216159 0.088655000000000025 204.99700948555002 7.9499782602000009 190.16588783940003 227.16561897400001 41.741384785950011 23.864758692950002 -0.06828999999999999 13.094317010850002 0.088075000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -3 -9 -7 11 12 13 -4 -12 18 -17 -10 19 -13 -20 22 -21 -24 25 -23 27 -26 -29 -28
right_child=-2 6 10 -5 -6 9 -8 8 17 -11 14 15 -14 -15 -16 16 -18 -19 20 21 -22 24 23 -25 26 -27 29 28 -30 -31
leaf_value=-0.01493227166459518 -0.00068924263186518307 0.00116081614298695 -0.019602175603924295 -0.085345813943914439 -0.072148605294585388 0.064689184361301486 0.0013824211267837608 -0.0010744886552522118 1.6950793811721219e-05 0.096672429570395763 -0.0018123166059170065 -0.087914195319772473 -0.097749961435033145 0.061579288594524217 0.00032695610719035603 0.0018904639159747984 -0.0005823063986487994 0.0010216418229118858 -0.00013947977808742083 8.1260195673079388e-05 -0.0015410545636040107 -0.0017327784590106415 -0.00051787788587289612 0.0023732003640371223 -0.000114201375771289 0.00014373092322560987 3.9801369339956792e-05 0.0012033265655665665 1.9649467101255195e-06 -0.00088119961562511864
leaf_weight=0.001011926812810442 0.52584299112493127 0.51046755556198675 0.0014397051360742754 0.0019561626127880928 0.0014398439578684474 0.0010166617420076796 0.51203577174564507 0.50788795742324033 7.0682630423980477 0.0014783967378093621 0.51326459308209382 0.0018634801575306828 0.0013478508451498783 0.0011346741812303662 0.50304597045246169 0.52250936873144249 0.50272905026061332 0.50901006471258625 2.5096711992154703 10.915733650815099 0.5147502317092475 0.51915884258067879 0.50678334891154075 0.51807728078483706 8.0276304307057735 0.50541581260583257 1.5065518985653583 1.0214333206576935 2.5100031442452746 1.0083512699438868
leaf_count=665 201 62 349 172 46 116 38 44 619 7 141 59 21 10 13 303 63 31 114 357 133 80 35 56 103 28 37 38 33 60
internal_value=6.53847e-08 8.85771e-06 -3.20496e-05 -0.0111917 0.0181316 0.0551975 0.000153116 7.98869e-05 1.16409e-05 0.0836402 -2.96506e-05 -5.99408e-06 -0.022972 0.0161791 -0.000753435 -3.09682e-06 0.000677933 8.44418e-05 -2.63201e-05 1.30166e-05 -0.000378025 1.90764e-05 0.000155274 0.000943591 -8.86348e-05 -0.000807109 -3.63304e-05 2.74489e-05 0.000349447 -0.000329474
internal_weight=41.7513 41.2255 32.1178 0.00690299 0.00494683 0.00350699 9.10766 8.59563 8.08516 0.00249506 32.1109 31.0946 0.00392223 0.00257438 1.01631 31.0907 1.02524 7.57727 30.0654 27.041 3.02442 27.0391 11.9406 1.02486 15.0985 1.02457 14.074 11.5591 3.53144 2.5149
internal_count=4034 3833 3039 1006 834 788 794 756 694 123 2033 1879 380 359 154 1499 366 650 1133 886 247 827 448 91 379 108 271 174 71 97
is_linear=0
shrinkage=0.1


Tree=884
num_leaves=31
num_cat=0
split_feature=23 8 22 22 14 0 20 20 5 14 21 6 3 20 23 12 20 21 20 12 5 21 20 16 12 14 15 0 15 17
split_gain=2.06588e-05 2.04595e-05 2.75079e-05 3.66721e-05 0.000105956 2.52151e-05 2.0666e-05 0.00200638 0.00177348 9.69428e-05 7.46111e-05 0.00284439 0.00048113 0.000390678 3.08428e-05 1.84158e-05 6.57347e-05 7.93302e-05 0.000102191 0.000180391 4.56919e-05 5.17086e-05 5.39146e-05 0.000118316 3.96522e-05 4.42796e-05 7.38854e-05 3.55975e-05 0.000119094 8.84107e-05
threshold=-0.50325999999999993 8.8430989333000021 0.26941000000000009 0.12427500000000002 194.20226397200003 89.813320763900023 36.620308449100001 37.038444968100009 22.580289596950006 161.40546423680004 1.0000000180025095e-35 14.825346391850003 83.538459487450012 39.792680591700012 0.096665000000000015 147.88310320375004 39.896141435400004 4.0199878722000006 41.066313126200008 158.77822473985003 21.454033346250004 11.859661033550003 38.748048509250005 15.344964116800002 144.57070813310003 162.62753922915002 34.139075990150012 86.329079026800017 41.29990759910001 188.95754880325003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 9 8 14 -2 11 12 -9 -13 -8 20 -17 18 -18 -20 21 22 23 -12 25 26 -24 28 -19 -29
right_child=1 -3 -4 4 -6 -7 7 10 -10 -11 15 13 -14 -15 -16 16 17 27 19 -21 -22 -23 24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.01372907301275777 -0.00021288794718479984 -0.00062000286626248777 -0.00072383599153695501 -0.00055639497326937578 0.0016591154544397882 0.00042372357898754696 -0.083455162055745255 -0.024202131752581554 0.0094358959194974779 0.0014755973605737162 0.00013528487078636077 0.090926243779867841 -0.10006738637912248 0.023017081268403537 -0.10009305357800638 0.0010441604790850292 0.0003703175385399791 -0.0017006434610525808 -8.3451790304477091e-06 -0.0026655912315663756 0.00077538812165914924 -0.00095914018153623421 0.0015778996082253295 -0.001729876547680262 0.00099975885642380265 4.1559107981599227e-05 -0.0001303016901138084 -0.0012496795217628608 -0.00010850372227880193 9.8107339899846998e-05
leaf_weight=0.0010960113459849144 1.0030367812936423 0.52607020122391546 0.50784399320876517 0.54765931926882372 0.51933595772227947 0.50408308476438513 0.0022223090357490474 0.0019804327786618744 0.0028290734749094604 0.51442471075087448 1.0023200449669207 0.0026123702563871642 0.0014465193308060981 0.0012537130920282635 0.0022344665816955711 0.51803451365573394 0.50760109092438077 0.51352130888281333 0.50024450327201453 0.52213241411724465 0.87494990802953942 0.50854913280197855 0.51081540330847797 0.51477227595842112 0.50642978834551478 11.535957141283971 0.50209837529473589 0.50552718345759906 5.5199121733378265 13.069298190602062
leaf_count=134 50 200 145 15 159 33 25 60 16 358 25 30 22 85 19 195 82 142 18 285 203 86 105 56 36 463 30 234 138 585
internal_value=4.40922e-08 -3.16326e-07 7.59182e-06 1.6715e-05 0.000490437 -8.664e-05 -2.29819e-06 -1.68899e-05 -0.0524884 0.000359514 -6.72756e-06 0.0101069 -0.0562249 0.0689043 -0.0917968 -8.6886e-06 -6.87506e-05 -9.60247e-05 -0.000789549 -0.00136541 7.28311e-05 3.20709e-05 6.66623e-05 -0.000497592 0.000132232 9.72211e-05 0.000731149 -4.19109e-05 -0.000244015 4.79157e-05
internal_weight=41.7503 41.7492 41.2231 40.7153 1.57108 1.05174 39.1442 37.6267 0.00728585 1.51746 37.6195 0.00729304 0.00342695 0.00386608 0.00445678 37.6122 21.6563 21.1382 1.52998 1.02238 15.9559 15.0809 14.5724 1.51709 13.0553 12.5489 1.01291 19.6083 6.03343 13.5748
internal_count=4034 3900 3700 3555 207 48 3348 2940 60 408 2880 197 82 115 44 2683 1679 1484 385 303 1004 801 715 81 634 598 135 1099 280 819
is_linear=0
shrinkage=0.1


Tree=885
num_leaves=31
num_cat=0
split_feature=3 5 18 0 6 20 20 17 6 20 17 9 9 22 16 20 21 23 19 20 3 8 21 0 2 0 22 4 5 17
split_gain=2.04435e-05 0.00253838 0.00194833 0.00050984 0.000125905 3.91515e-05 0.00546007 0.00013559 7.58971e-05 3.92224e-05 0.000123178 3.129e-05 0.000105974 0.000374846 3.85691e-05 8.65604e-05 4.10762e-05 5.71667e-05 3.38323e-05 2.71771e-05 5.02426e-05 3.02072e-05 3.7726e-05 2.6541e-05 7.5954e-05 2.83333e-05 8.67096e-05 0.000173848 4.21838e-05 2.00207e-05
threshold=81.715684874950014 16.351273197450002 15.064837217800003 97.225399829550014 11.805275828400001 38.478081868400004 38.748048509250005 192.41413881610001 16.585387514950003 39.664548207900005 201.25367619745001 204.89606367675003 201.61239113610003 -0.010319999999999999 22.514947350300002 41.436838994450007 4.0847671134500008 0.096665000000000015 14.551174033150001 43.182896969600009 92.703413254150021 8.7431769115000026 4.1284891430000012 85.791387400750025 90.745765132650021 86.329079026800017 -0.06828999999999999 313.22340827140005 21.633008747850003 187.88259729165003
decision_type=2 2 2 2 2 2 2 2 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 -1 7 -7 29 9 10 -8 12 14 -14 15 -11 17 -16 19 21 -21 22 -13 24 -18 26 -25 -28 -27 -3
right_child=1 5 3 -5 -6 6 8 -9 -10 11 -12 18 13 -15 16 -17 23 -19 -20 20 -22 -23 -24 25 -26 28 27 -29 -30 -31
leaf_value=-1.9654265052905231e-05 -0.052660360279467688 0.00018432532578499425 0.099033575662566875 0.041233104457365569 -0.0016671981268551904 -0.082250225453897569 0.0017102411781589864 0.0017850292765738238 -0.0012067849580598899 8.8991783377669065e-05 -0.00048522353243714202 -0.00091494565548940322 -0.0030358852479783782 0.00026111946004969612 -0.0014324468479570618 0.001491314622711839 -0.0004077726985785915 6.7525400989614304e-05 0.00069909688770436928 0.0012721686693635476 -0.00013983779479245575 0.00041221225902758054 -9.5103033918923589e-06 -6.0612406208230547e-05 0.001323921791142579 -6.7735370278275124e-05 -0.0023601505726503838 0.00025283025822796885 0.00045026472744410173 -0.00047430056089577317
leaf_weight=4.5089779442126598 0.0013637543056511103 2.8657488984859372 0.0043007196917930757 0.0023653847752136414 0.51702627290654746 0.0080733161608880222 0.51780586403537643 0.53887792910123611 0.51467044466462297 3.0132317536600008 0.50457317307041194 0.50663938624741955 0.5248396419507132 1.0054493715751947 0.51045549170376137 0.51547277809195424 0.50248321515891958 0.50590003146135132 1.0111461360765144 0.50745283340279435 0.50058913013144135 1.5095947161312322 5.0180358321829317 5.0192740930547206 0.5107208074524161 7.0087817295297992 0.51669886116905839 0.50200396606088304 2.026733568891359 0.55012988029751753
leaf_count=1195 122 258 45 18 266 28 82 182 351 144 18 124 156 14 71 343 30 22 30 34 7 34 109 90 81 57 38 10 39 36
internal_value=1.5121e-08 2.59027e-05 0.0562441 0.0785238 -0.000189138 1.36075e-05 -2.2271e-05 0.00031082 -2.00225e-06 1.72318e-05 0.000626717 -2.7302e-06 -6.67213e-05 -0.000869647 -7.16712e-06 0.000293843 -6.92716e-05 -0.000685822 0.000153914 8.53694e-05 0.000570973 1.57803e-05 -9.25431e-05 -3.0318e-05 0.000465114 -6.36197e-05 -0.000231335 -0.00107251 4.84559e-05 7.82531e-05
internal_weight=41.7494 36.7234 0.00802986 0.0066661 5.026 36.7154 32.7606 3.95476 32.7526 32.2379 1.02238 31.2155 22.162 1.53029 20.6318 3.5287 17.1031 1.01636 9.05346 8.04231 1.00804 7.03427 5.52468 16.0867 1.0132 15.0735 6.03798 1.0187 9.03552 3.41588
internal_count=4034 2573 185 63 1461 2388 1912 476 1884 1533 100 1433 1095 170 925 487 438 93 338 308 41 267 233 345 111 234 138 48 96 294
is_linear=0
shrinkage=0.1


Tree=886
num_leaves=31
num_cat=0
split_feature=17 15 0 5 19 10 9 22 22 8 16 16 16 10 7 13 7 13 5 6 10 16 18 17 13 5 9 18 9 20
split_gain=2.54444e-05 0.000843121 0.00196717 0.000941908 0.000434449 0.000188525 0.000142769 3.96602e-05 4.47466e-05 2.293e-05 2.31593e-05 0.000230711 9.41218e-05 2.16889e-05 0.000395807 0.000116722 0.000263824 3.41912e-05 4.69482e-05 3.44077e-05 0.000107353 5.30653e-05 3.89494e-05 9.15456e-05 0.000200829 0.00031205 6.90218e-05 7.61077e-05 6.54184e-05 0.00019728
threshold=180.84080166530003 20.729785921300003 98.674478761850011 14.582249945350002 11.950964240300001 76.830756451950009 177.77223095870002 0.22598000000000004 0.12427500000000002 8.8430989333000021 18.634956423400002 15.584963555600002 18.754956142750004 66.590419433100024 25.213275923400001 116.86189801435002 22.938075114600004 117.28936285705002 19.749058312400006 16.395383075500003 62.052302108850007 22.634947069650003 13.376114027300002 188.19076296340003 117.56358558635002 24.393336510100003 193.67618212375001 13.327513832500001 197.29115675710003 40.664404858950007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -3 8 9 10 11 -8 -12 15 -15 16 -14 -17 -19 20 -20 -22 23 -21 26 -26 27 -25 29 -24
right_child=1 6 3 -5 -6 -7 7 -9 -10 -11 12 -13 13 14 -16 17 -18 18 19 22 21 -23 28 24 25 -27 -28 -29 -30 -31
leaf_value=0.00027977000783045453 0.044567655350861074 0.037234573826853572 0.05261510663427954 -0.10003595152682068 -0.033963520273184417 0.092999048823976985 -1.6393268862701184e-06 -0.00090311974751282722 0.00086614987013064839 -0.00069041546490107716 0.0013567983613528335 -0.0022072659927880249 -0.00055766201847893431 -0.0028097593534463878 6.8835882097487462e-05 -0.00047545445367681963 0.0026407952634114693 0.00068406109434457178 -0.0016605752189097246 -9.3347473261538126e-05 0.00084463544283588932 -0.00040709568626677903 0.0005263442198640562 0.0016941660020206883 0.0034135373664241596 -6.8570730265516354e-05 -0.00014629922139283296 -4.2887971779580035e-05 -3.195382862340526e-05 -0.0022534479983999291
leaf_weight=3.0164626615401593 0.0010963391398997576 0.001028181972343555 0.0012672076514949702 0.0010767703778394241 0.001068107633169002 0.0030114980917003709 5.0174041491052348 0.5124805144914707 0.56455111872807506 0.51971367633178189 0.51165810380030308 0.52375246493789607 0.50622003730269216 0.52304140431090118 5.505816837950988 1.5073754198174381 0.52570514563535653 1.0063920086540736 0.51085687892193066 6.3796973471084613 0.51155223366191993 1.0021911272855843 0.50290970382411615 0.5087358448950996 0.52970205043857255 0.50055807895962801 2.5114565974563448 0.50026788140530698 7.5225673542167417 0.51854978853982359
leaf_count=1157 56 231 505 31 144 31 128 68 88 103 41 409 25 144 52 27 105 11 63 114 69 31 9 47 70 16 26 3 134 96
internal_value=2.54511e-08 -2.17613e-05 0.0334591 -0.0226601 0.0130165 0.0800732 -2.8263e-05 -2.92524e-05 -1.75322e-05 -3.07841e-05 -2.15502e-05 -0.000210116 1.15308e-05 -1.06204e-05 -0.0001809 3.037e-05 0.00107176 -1.43828e-05 1.6499e-05 -1.47502e-05 -0.000407107 1.59125e-05 2.60399e-05 0.000151075 0.000493732 0.00172173 0.000134358 0.000832928 -0.000133918 -0.000884833
internal_weight=41.7482 38.7317 0.00751992 0.00341209 0.00233532 0.00410784 38.7242 38.7232 38.2107 37.6461 37.1264 5.54116 31.5853 31.0736 6.02886 25.0447 1.03193 24.0128 22.5054 21.499 2.0246 1.51374 19.4744 10.9304 4.55072 1.03026 3.52046 1.009 8.54403 1.02146
internal_count=4034 2877 767 680 649 87 2110 1879 1811 1723 1620 537 1083 1042 196 846 130 716 689 678 163 100 515 276 162 86 76 50 239 105
is_linear=0
shrinkage=0.1


Tree=887
num_leaves=31
num_cat=0
split_feature=12 2 12 12 6 5 13 13 13 19 16 3 21 12 15 21 20 21 9 21 14 3 16 6 16 3 6 0 8 9
split_gain=2.46009e-05 7.43946e-05 0.000204279 4.86153e-05 4.51085e-05 0.000136682 0.000100847 8.70194e-05 6.30403e-05 0.000196232 0.00024421 9.4326e-05 4.74926e-05 8.85751e-05 4.69637e-05 6.34016e-05 8.95118e-05 4.97045e-05 4.17818e-05 5.64927e-05 0.00124828 0.00190662 0.00487658 0.00474726 0.00130514 0.00114848 0.000189114 3.90907e-05 3.80301e-05 2.8795e-05
threshold=149.09269374785001 130.44142995155002 155.06885325350001 144.57070813310003 16.515385879350003 21.723721974650005 117.57433941890001 117.68725466035001 117.55283175385001 14.451165964200003 22.584947186600004 93.216908757050007 10.003699902950002 198.57093999515004 42.246988155050012 3.1271457700000007 34.883496062400006 4.1620892039000008 211.04147598835002 7.5757413081500014 159.83069436635003 90.525762168450015 20.784951395750003 14.845346859150002 22.604947139800004 93.181958801350021 16.485385178400005 97.674372337300014 8.3434888241000014 208.80656562110002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 18 8 -6 28 -8 11 12 -11 14 13 -10 15 16 -4 -17 19 29 -21 22 23 -22 25 -23 -27 -20 -7 -1
right_child=1 2 4 -5 5 6 7 -9 9 10 -12 -13 -14 -15 -16 17 -18 -19 27 20 21 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=5.6640415403114847e-05 -0.0012665716739845149 0.036642471561952404 -0.00021659051445652142 0.001048021538773591 -0.0018762965984886763 0.00098850022889049836 -0.0018907622891676226 -3.905029333829004e-05 -0.0015162150977673864 -2.5834391346809095e-05 0.0030625914662166581 -0.0014481237643544599 0.00017330461949390213 0.00035099598993440544 -0.00099019375241515893 -0.0010544698490435602 0.0016588828511457814 -3.7591909433907325e-05 -0.00012408495781847902 -0.00022444915599549258 -0.092160649499543487 0.099972285674455125 -0.10006983260663443 0.053157819979231247 0.01318360931296559 0.020268400768608839 0.055446237692513944 -0.0011087400364933055 1.8287673765465108e-05 0.00082447116785381409
leaf_weight=14.988207508154098 0.50820000299202917 0.0015177757113516979 0.49975914213404138 0.5089648899484861 0.51092342792708301 0.50589093310229838 0.50892958919832387 0.50622501042750745 0.50852367266865861 0.50463543827259705 0.519700629428554 0.50991519720511647 4.5138059962184762 0.50768991584663592 0.51434853758002042 0.50767995545252809 0.51851761744132385 9.0388430879226735 2.0075822739948377 0.50275279894885327 0.0028355911804951459 0.0046723681203688638 0.0042061107651534249 0.010849025398783851 0.010587088780084741 0.003749341948731999 0.0025796957961246036 0.50450684018362002 2.0061495101103191 0.50486323884683315
leaf_count=1072 41 51 111 91 34 118 36 88 20 12 75 133 47 60 68 90 392 946 95 43 107 13 14 37 30 17 30 51 33 79
internal_value=6.17535e-08 -7.0286e-05 -4.28799e-05 8.3828e-05 -4.53901e-05 -0.000347666 -0.00012624 -0.000967373 2.18864e-05 0.000269748 0.00154109 -0.000118295 3.42547e-05 -0.000583376 -5.709e-05 -1.16617e-05 0.000738421 -9.1669e-05 5.73693e-05 0.000116775 0.00112008 0.0182422 -0.00589826 0.0230464 0.0382477 0.0623679 0.0346068 -0.000321835 0.000213675 8.16612e-05
internal_weight=41.7476 22.6913 22.1831 19.0564 22.1815 4.03812 3.5272 1.01515 18.1434 6.55436 1.02434 11.5891 5.53002 1.01621 11.0791 10.5648 1.01828 9.54652 18.5474 16.0353 0.542232 0.0394792 0.0178907 0.0136846 0.0215885 0.0110014 0.00632904 2.51209 2.51204 15.4931
internal_count=4034 2355 2314 1679 2263 309 275 124 1954 214 87 1740 127 80 1607 1539 503 1036 1588 1442 291 248 158 144 90 60 47 146 151 1151
is_linear=0
shrinkage=0.1


Tree=888
num_leaves=31
num_cat=0
split_feature=15 21 19 3 20 17 16 16 3 6 3 6 18 20 6 19 12 6 2 21 20 21 18 21 6 22 21 12 20 15
split_gain=3.3986e-05 9.93385e-05 3.94904e-05 0.000138203 2.09781e-05 6.58011e-05 0.00271546 0.00130936 0.00191271 0.00181277 0.00060292 0.000120173 9.3774e-05 0.000176381 8.85784e-05 7.65215e-05 6.0887e-05 0.000311059 6.89356e-05 5.55244e-05 5.54006e-05 3.32253e-05 3.32307e-05 3.21062e-05 0.000133239 4.53583e-05 0.000100482 6.83601e-05 6.11934e-05 6.74925e-05
threshold=46.435439118750004 15.285239689500001 14.651182102100002 76.172084209950015 41.50623664750001 188.10488866565001 22.674946976100003 22.604947139800004 85.302088021000017 16.395383075500003 93.765354215650021 16.375382608200002 13.3584252364 41.872294782850005 14.005327232250002 14.451165964200003 208.68539434980002 16.485385178400005 173.34516805710004 4.1620892039000008 41.178189531300006 14.30537942105 13.342238590850002 4.797392351550001 16.555386813950005 0.0041150000000000015 5.0750534271500012 160.88117028045005 40.316494640950005 36.346245650200011
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 6 7 8 14 11 -11 -10 -7 -14 -6 19 18 -18 23 -15 -20 22 -19 -5 25 26 -25 -27 -28 -30
right_child=1 -3 -4 4 5 12 -8 -9 9 10 -12 -13 13 15 -16 -17 17 21 20 -21 -22 -23 -24 24 -26 27 28 -29 29 -31
leaf_value=-0.029105168075688859 -0.0015950337180797493 0.00011445992893966977 0.00088750707012521547 -5.4640764007938408e-05 -0.068156155519734904 0.0012642376247038469 3.551255238053537e-05 -0.087411272687688807 0.055947043368416785 -0.069175923560027316 0.010200987005118733 0.099953170460376245 -0.0019193151947731061 0.0010382732307146624 -0.10002653914512563 -0.0012201535664117156 0.0026936336799585963 -1.8965340974420938e-05 -0.0015402986828674215 -2.1058637276077517e-05 -5.7306855430471829e-05 -0.00042799230117910464 0.00097554836494167575 0.0015580440141868034 0.0017581769984337016 -0.0013445862326543581 -0.00061477229398057326 7.903703372024793e-05 0.00079456961011739862 -3.9232063446096038e-06
leaf_weight=0.0016306871228185518 0.51398067498794731 1.0037848511784728 0.51516626750810601 13.484578453339351 0.0020053530568674149 0.52172671629491674 0.50213601869945101 0.004667414191857234 0.0013709619380445626 0.0021202811985858716 0.00174400127827401 0.0011337267967519438 0.513362711229706 0.51802603432034722 0.001543146338178758 0.5143322738156052 0.52540150927350504 1.0012947176852498 0.50753608841784259 11.030196348401413 0.50013898440263915 1.0032501701971339 0.50565695912244368 0.50814468941280022 0.51136157354819367 0.50862447153814283 1.0139894152514992 1.0013409329004774 1.5155101388124022 3.5107488414796535
leaf_count=925 129 19 67 681 161 121 24 31 185 8 231 5 63 172 42 60 250 16 72 365 8 13 44 17 60 50 119 19 52 25
internal_value=7.34438e-08 -0.000464448 1.75991e-05 6.31461e-06 7.51001e-06 -9.31191e-05 -0.00119996 -0.0437356 -0.0231807 0.00959951 -0.0333521 0.0758661 -4.94525e-05 -0.000103952 -0.0820157 -2.66936e-05 6.00054e-05 0.000481011 4.58918e-06 2.64605e-05 -0.000804246 1.78948e-05 0.000314743 4.15454e-05 0.000192896 9.35672e-05 0.000207493 -0.000400504 9.38757e-05 0.000236837
internal_weight=41.7465 1.51777 40.2287 39.7136 39.7119 13.6144 0.516721 0.0145849 0.00991747 0.00636897 0.00386428 0.00250469 13.0976 12.5759 0.0035485 12.0626 26.0976 3.0356 23.062 11.5482 1.00768 2.5102 1.50695 22.0543 8.56972 8.05836 6.54839 1.50997 6.04025 5.02626
internal_count=4034 148 3886 3819 2894 1468 687 663 632 429 239 190 781 660 203 597 1426 323 1103 537 80 73 60 1023 342 282 213 69 196 77
is_linear=0
shrinkage=0.1


Tree=889
num_leaves=31
num_cat=0
split_feature=15 4 3 19 3 13 17 8 4 15 22 23 18 23 17 20 7 20 23 22 21 13 20 21 6 0 3 10 7 22
split_gain=2.75124e-05 9.08253e-05 3.38522e-05 3.20126e-05 0.000112954 2.37654e-05 7.42222e-05 0.000165939 4.52144e-05 4.89403e-05 0.000100327 0.000278409 8.76754e-05 0.000100903 4.55743e-05 0.000239337 5.16944e-05 4.38466e-05 3.11405e-05 6.95729e-05 4.80634e-05 0.000151403 6.32054e-05 3.82091e-05 7.14428e-05 6.15705e-05 0.000117749 5.15604e-05 7.97617e-05 4.91137e-05
threshold=46.435439118750004 346.42057500560003 92.913112988300014 14.651182102100002 76.172084209950015 117.64961624655002 188.19076296340003 8.543332867800002 262.75803037610007 39.296024648600003 -0.084275000000000003 -0.12244000000000001 12.867440043550003 0.092075000000000032 197.71582798205003 41.243661560350013 23.051546669900002 39.664548207900005 0.13041500000000003 -0.02903 7.0441631297000011 115.12515406205002 40.636252116050009 4.3657573166500008 16.265380038000004 86.643628628100018 93.499196860750018 61.998532946250002 24.024273989350004 0.048475000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 8 17 -8 9 12 -11 -12 13 -6 16 -16 -10 -7 20 -20 23 -22 -23 25 -25 26 -14 -26 -29 -27
right_child=1 2 -4 -5 5 6 7 -9 14 10 11 -13 18 -15 15 -17 -18 -19 19 -21 21 22 -24 24 27 29 -28 28 -30 -31
leaf_value=-0.026419159135039658 -0.0015074469160627762 0.00071127220391699634 -0.00044688659186732253 0.00079925660726573697 0.042678511229202555 8.0126617301371828e-05 0.0022058332524990589 0.00013165830801623697 -0.0011084790229076316 -7.9171732365081236e-05 2.2353284640831055e-05 0.0028716160009837556 -0.0019223644955495081 -0.0016814184042130802 0.00068051152609132758 -0.0023603419685473258 -5.1741321843169518e-05 -0.0010049908877231353 -0.00030517458503890975 0.001352683413705779 -0.0019358204569925467 0.00054450067975393788 -0.00042659112861516304 2.8008195180067953e-05 0.00018521192900570907 -0.0001494160328010275 0.00023477266953501774 0.00207515881409291 0.00030069378992178905 0.00040551659144174267
leaf_weight=0.0016175650913642361 0.5086978958985181 0.50388452409379147 0.50562777050135788 0.51486505198495436 0.0010331360605960729 1.4067330531975999 0.5178955829360351 1.5111387353799441 0.50529165295506295 2.005557196146889 1.0022562252197533 0.52131836451689961 0.51010917426265745 0.0010180561627972651 0.51141152065355955 0.5240724961041664 5.5209643650052165 0.50643466745546328 0.50276363520731593 0.50980975099810055 0.52974214616943927 1.0055864212990857 2.0098593292022997 8.0197297664905367 1.0014050994945223 7.5486930528059633 0.50214212881321785 0.51185467897630565 0.50150744038546691 2.0220761980954505
leaf_count=925 80 16 52 67 297 91 46 42 212 41 11 49 16 34 155 244 300 81 27 16 309 19 43 152 9 453 89 47 5 106
internal_value=2.52477e-08 -0.000417857 0.000131193 1.57966e-05 5.63907e-06 6.71546e-06 0.000239739 0.000661076 -1.89673e-05 3.67969e-05 0.000385547 0.00099728 -1.20877e-05 0.0206616 -0.000245653 -0.000858506 -0.000140347 -0.000207115 -1.37721e-05 0.000529523 -3.65397e-05 -0.00037666 -0.000102753 2.19441e-05 0.000161749 -0.000110615 -0.000852285 0.000694101 0.00119699 -3.2172e-05
internal_weight=41.7451 1.51821 1.00951 40.2269 39.712 39.7104 3.9422 2.02903 35.7682 28.7065 3.52913 1.52357 25.1773 0.00205119 7.06174 1.03548 6.02626 1.91317 25.1753 1.01257 24.1627 3.54519 3.01545 20.6175 10.0345 10.583 1.01225 2.01477 1.01336 9.57077
internal_count=4034 148 68 3886 3819 2894 260 88 2634 1723 101 60 1622 331 911 399 512 172 1291 43 1248 371 62 877 213 664 105 61 52 559
is_linear=0
shrinkage=0.1


Tree=890
num_leaves=31
num_cat=0
split_feature=12 2 17 12 0 7 6 0 15 21 22 5 15 18 23 17 20 20 19 18 8 21 18 18 21 9 20 15 0 6
split_gain=2.28406e-05 5.6841e-05 0.000222861 4.09962e-05 3.76894e-05 9.11333e-05 0.000368878 3.63127e-05 0.000186632 9.25595e-05 6.79762e-05 7.89888e-05 6.47725e-05 4.32949e-05 0.000184833 0.000339933 4.48261e-05 0.000142173 6.36993e-05 4.14983e-05 3.2048e-05 3.11396e-05 3.08151e-05 2.98749e-05 2.94399e-05 3.20514e-05 4.75765e-05 5.32701e-05 0.000101825 9.01701e-05
threshold=149.09269374785001 130.44142995155002 171.32005222830003 144.57070813310003 86.20003303655001 22.381996090050006 16.435384010100005 86.329079026800017 41.29990759910001 14.70115454445 -0.016679999999999997 24.346375512250003 46.683480308100009 13.4793103924 0.09062000000000002 188.95754880325003 41.243661560350013 41.806790701050012 14.451165964200003 15.504699510200002 8.6432548896500023 14.136086967800003 14.656441317600001 13.258241318650002 10.628103601550002 211.04147598835002 42.402981339000007 31.504255087500002 93.953546284800012 16.515385879350003
decision_type=2 2 2 2 2 2 2 2 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 8 -4 13 11 21 -12 14 -9 -16 18 -18 19 22 -19 23 -15 -10 25 26 27 28 -6 -29
right_child=1 2 7 -5 24 6 -8 9 10 -11 12 -13 -14 16 15 -17 17 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00010551729706426605 -0.0011129339682115513 -0.039818247824370927 -0.0020669177707466212 0.00096643443057352601 0.0015268872159229551 -0.00018371273880983795 0.0030940079431488496 -0.00016053009945696638 -0.00016397414753375903 0.0013584907549272554 0.0014541839187754294 -0.0014191335305780547 -0.00014630912751982506 1.7759171059327128e-05 -0.00041866247020821675 0.003229230086891942 -0.0018538595582397812 -6.8699071887168379e-05 0.0012017432733089882 0.00086311247875872914 -0.00089039454905140219 -0.0004574616292098808 -0.00082591472540395833 0.0005397703565255186 -0.00075601933239466033 -0.00035618190643466144 0.0010172397600353457 -0.0010868114581152688 8.0882608777467079e-05 2.9340044954463827e-05
leaf_weight=1.9101468822960854 0.50865672039830911 0.0014086305429746862 0.51711668048111015 0.50867829379906737 0.5184204805893281 1.0103875884511238 0.52008822312291147 2.504204789464278 1.5046707162159685 0.51324888785532508 0.51002708276543363 0.50941142526745764 0.50149133652520805 3.0059913174837485 0.50264874930104475 0.51943495364685077 0.51226283190420652 6.5328227195219712 0.51301248208619643 0.50815317034867025 0.51184462794117269 1.5017849603650573 0.50576714685969237 1.0068791449269836 0.51316502199275227 2.0100971180323226 0.5127878702674743 1.0185607827338565 8.0306211706724149 2.5010834976901606
leaf_count=486 41 271 140 91 82 34 61 28 31 175 37 123 17 81 15 28 133 562 50 425 27 21 122 28 114 87 328 78 301 17
internal_value=3.91181e-08 -6.77438e-05 -4.37767e-05 8.07597e-05 5.64666e-05 0.000355163 0.000930126 -4.12508e-05 -0.000250143 3.7121e-05 -8.03856e-05 -0.000246128 0.00066069 -6.30791e-06 0.000301999 0.00143524 -9.62327e-05 -0.000245365 0.000152389 1.84722e-05 -0.000128401 -9.7239e-05 -0.000103748 0.000118157 -1.15718e-05 1.46094e-05 7.38494e-05 3.37655e-05 0.000168569 -0.000293667
internal_weight=41.7449 22.6908 22.1822 19.054 18.5454 3.44062 1.53048 22.1808 6.05138 16.1294 5.53426 4.52275 1.01152 15.6161 3.52629 1.02208 12.0899 7.55693 4.53292 4.01991 7.04467 4.01333 3.51176 2.51155 15.1047 14.5916 12.5815 12.0687 8.54904 3.51964
internal_count=4034 2355 2314 1679 1588 581 95 2043 397 1646 257 203 54 1471 71 43 1400 722 678 628 589 80 203 59 1007 893 806 478 383 95
is_linear=0
shrinkage=0.1


Tree=891
num_leaves=31
num_cat=0
split_feature=8 7 10 9 22 4 9 22 15 17 21 4 6 4 15 5 10 6 20 22 18 23 2 6 15 15 12 17 15 23
split_gain=2.30247e-05 6.53338e-05 9.98301e-05 5.16502e-05 2.44025e-05 3.09949e-05 3.89425e-05 2.00886e-05 5.28545e-05 5.03427e-05 4.06553e-05 5.11282e-05 3.71018e-05 9.92107e-05 4.28803e-05 0.000157225 0.000185758 6.76193e-05 0.000197779 5.77046e-05 9.30085e-05 0.000170813 5.75189e-05 9.08904e-05 4.28776e-05 5.03152e-05 4.10798e-05 0.000209242 0.000178879 3.85814e-05
threshold=8.7431769115000026 24.268610899850003 62.020040611300011 205.88909726980003 0.26941000000000009 142.34057910165004 66.346857137250012 0.010890000000000002 41.800301886400014 205.10400128480003 8.2292317348500017 179.18761409460004 13.715320456250003 199.39562187565002 34.139075990150012 19.327153142150006 61.966271448700006 16.355382140900002 42.536568606950006 -0.053159999999999992 13.327513832500001 0.10507500000000002 217.08409765600001 16.425383776450001 35.965617804200001 43.890399822900008 124.10890780100002 188.19076296340003 31.385732506450001 0.11002000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 -7 9 10 12 11 -9 13 -8 15 26 -17 18 -16 22 -21 -22 24 -24 -19 -26 27 -14 -28 -27
right_child=1 -3 -4 -5 -6 6 7 8 -10 -11 -12 -13 14 -15 17 16 -18 19 -20 20 21 -23 23 -25 25 29 28 -29 -30 -31
leaf_value=0.014504137780289271 0.001246821894222131 0.0012950823334033712 -0.0011776852904929595 8.1238658429339734e-05 -0.00070947638874288576 0.017944176062499463 6.1892847357113685e-05 0.0010831698221241742 0.0011106035666756042 -0.0010314045237102799 -0.00080194589824129795 4.8042501754809778e-05 8.5364239941060271e-05 -0.0016502251425831627 -0.0023003945274182066 -2.758737619375279e-05 0.0026718717634884081 -0.00064394336675080649 -5.0850807151833248e-05 2.860174962260994e-05 -0.0024951198299560189 0.00010358377826675586 8.1015393941037217e-05 0.0017196141406626072 0.00011002010218678964 -0.0012171335341865826 0.0019805251374413377 -0.0020693746296263651 -5.4724867278272568e-05 -0.00014633651660406175
leaf_weight=0.0014709379451848239 0.50874552209235613 0.51200973132866057 0.52064835592708281 1.5043552177278363 0.50774318150027298 0.0012077395874133803 1.0016014547821681 0.51177378850159794 0.50865209836298753 0.5154969885263182 0.51290451250276614 7.0570117694738421 3.5133314546595633 0.51117728653589622 0.52748078115455443 0.50087442191168741 0.51910796284026328 1.0050790501354647 1.5086643373067792 1.5188204646527501 0.51105884307972604 0.50078107777790137 1.0018859279986152 0.51124851333130106 10.903051827571089 0.50686922133126699 0.5219406580911542 0.51698687271617405 2.5016617106400645 1.0009852152694731
leaf_count=27 35 55 115 61 152 776 179 68 29 467 119 208 67 248 176 238 236 28 54 48 34 7 10 54 211 51 103 138 28 12
internal_value=5.48197e-08 0.000264782 5.65829e-05 0.000375802 -2.07803e-05 -1.16242e-05 -1.21833e-05 -1.27512e-05 0.000121877 -5.18247e-05 5.96475e-05 0.000118034 -3.44613e-05 -0.000516642 -8.00368e-06 0.000185791 0.00134627 -8.82604e-05 -0.000633614 -2.46617e-05 -0.000466218 -0.00120897 5.01872e-05 0.000634655 -1.57325e-05 3.51422e-05 1.79881e-05 -0.000191034 0.000296604 -0.000506288
internal_weight=41.7446 3.04576 2.53375 2.0131 38.6989 38.1911 38.1897 38.1884 8.59034 29.5981 8.08169 7.56879 29.0826 1.51278 27.5698 8.0739 1.01998 19.4959 2.03615 17.4598 2.53066 1.01184 14.9291 1.51313 13.416 12.4109 7.05392 4.03032 3.0236 1.50785
internal_count=4034 266 211 96 3768 3616 3589 2813 424 2389 395 276 1922 427 1495 810 474 685 230 455 89 41 366 64 302 274 336 205 131 63
is_linear=0
shrinkage=0.1


Tree=892
num_leaves=31
num_cat=0
split_feature=15 7 23 19 8 7 10 22 17 7 10 19 18 16 17 2 22 6 6 23 9 9 15 0 4 18 23 15 15 9
split_gain=2.07971e-05 0.000102181 5.21339e-05 3.32332e-05 2.36732e-05 8.09011e-05 0.000108483 3.97907e-05 0.000133403 2.69235e-05 2.98561e-05 2.14649e-05 0.000118089 0.000442726 8.89118e-05 0.000106226 6.29464e-05 5.60323e-05 0.00016336 5.60116e-05 4.14103e-05 4.19894e-05 3.80609e-05 0.000151968 8.97223e-05 0.000387982 5.8497e-05 4.66452e-05 9.9752e-05 5.01563e-05
threshold=46.435439118750004 23.514778597300005 0.092260000000000023 14.651182102100002 8.7431769115000026 24.268610899850003 62.020040611300011 -0.58559499999999998 190.79440939600002 23.445318439400001 61.907125369850007 14.351157895250003 12.885811969150001 22.604947139800004 201.53484968420003 93.57193670880001 -0.092479999999999993 16.465384711100004 16.385382841850003 0.087475000000000011 193.67618212375001 192.39832633775004 31.504255087500002 94.047642319350018 216.65973282030004 13.023291802750002 0.10371000000000001 28.626568391100005 28.343014915050002 210.33238511570002
decision_type=2 2 2 2 2 2 2 2 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 9 8 -1 10 -6 12 13 -9 15 -13 19 18 -18 -17 21 -19 23 -14 25 -24 27 28 -25 -29
right_child=1 2 -4 -5 5 -7 -8 11 -10 -11 -12 14 22 -15 -16 16 17 20 -20 -21 -22 -23 24 26 -26 -27 -28 29 -30 -31
leaf_value=0.039447044864650616 -0.0015188123192452847 -0.00050255699970883495 0.00093443797311433064 0.00081200555264383182 0.00019077356201614685 0.001420198659429093 -0.0012510325333019972 0.011713787398971866 -0.011884853021298396 4.3402942166876281e-06 0.0012776969354432767 0.0015546015446885647 0.0017344721200195238 -0.068353068658882368 -0.001187659700249136 0.00011788198051050863 0.0002196403488519057 0.00088382614084534243 0.0021725261614005151 -0.00093720433509426068 -0.00022125222417580237 -6.5596465708265287e-05 2.2853736562038845e-05 3.3698409043704834e-05 -7.4091978966365037e-05 -0.0031484921520585369 -0.0010558012814130735 -0.0013051603160267305 0.0014774669371059848 0.0001055130808021112
leaf_weight=0.001021176789540861 0.50879885094963162 0.50278387416312698 0.50711537250549554 0.51490710494053971 0.50366926437631965 0.51029056855415422 0.5177151338727527 0.001725695512056257 0.0010040886871900134 1.0001525453455036 0.50721171765735562 0.51925050405679662 0.52398448216099147 0.0011513708795973798 0.5133974179789228 1.0016922641976989 2.5164695782405038 0.87091075837656706 0.51621249113327383 1.0109722534143655 3.0547447151884626 1.0014838386676101 1.501099507475373 8.5445568461904813 12.548470484732862 0.51919422999841902 0.50931648189300105 0.50601699363925401 0.50694113068220836 0.50216419037064952
leaf_count=69 84 43 21 67 38 50 99 439 133 12 13 102 338 12 112 19 36 33 95 31 33 9 16 1363 341 152 158 89 7 20
internal_value=6.79235e-08 -0.000363192 0.000219022 1.37826e-05 3.43251e-06 0.00027164 3.98664e-05 -1.87942e-05 0.0139977 0.000372192 0.00073614 -1.95684e-05 -6.96687e-05 -0.0203281 9.72686e-05 0.000160145 8.75377e-05 0.000213871 0.000552054 -0.000412094 5.71748e-06 0.00037601 -6.73975e-05 7.21698e-05 -0.000173667 -0.000792149 -1.0243e-05 4.2693e-05 0.000114559 -0.000602519
internal_weight=41.7444 1.5187 1.0099 40.2257 39.7108 3.03904 2.52875 36.6718 0.00202527 2.01103 1.01088 36.6698 25.6646 0.00287707 11.0051 10.4917 9.97249 7.95982 3.03268 2.01266 4.92714 1.87239 25.6617 11.093 14.5688 2.02029 10.569 10.0597 9.0515 1.00818
internal_count=4034 148 64 3886 3819 212 162 3607 202 63 51 3405 2935 451 470 358 256 206 131 50 75 42 2484 1975 509 168 1637 1479 1370 109
is_linear=0
shrinkage=0.1


Tree=893
num_leaves=31
num_cat=0
split_feature=9 15 9 17 7 20 21 4 15 22 22 18 19 15 23 5 2 22 17 15 14 23 22 12 7 23 23 17 7 18
split_gain=1.95799e-05 5.46002e-05 6.0559e-05 4.25864e-05 0.000153607 4.11451e-05 3.85371e-05 4.55691e-05 3.95177e-05 4.02356e-05 4.46238e-05 3.75869e-05 7.2509e-05 4.31676e-05 9.10281e-05 2.79337e-05 9.09393e-05 4.99861e-05 2.98559e-05 0.000136294 5.18481e-05 5.10222e-05 6.26064e-05 0.000174279 4.73722e-05 4.17078e-05 4.13758e-05 0.000216162 4.13948e-05 3.45865e-05
threshold=204.68881850780005 24.545953118950006 206.57490536735003 197.78839148195001 23.9417051038 40.413896136950008 11.798219863050003 176.89674560820004 45.560261772200008 -0.084275000000000003 -0.089795 14.150229224600002 13.251069136700002 43.401366108000012 0.085335000000000022 24.453399453300005 41.467794892200004 -0.63113999999999992 193.50449793755004 39.296024648600003 177.36626049935003 0.09013000000000003 -0.046635000000000003 102.93817575330002 23.314707969200004 0.089505000000000015 0.10111000000000002 188.19076296340003 24.024273989350004 13.552878921100001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 15 -5 -6 7 -3 9 10 -9 13 -13 14 -11 16 -1 -17 21 20 -20 22 25 -24 -22 -18 27 28 -23 -26
right_child=1 6 -4 4 5 -7 -8 8 -10 11 -12 12 -14 -15 -16 17 18 -19 19 -21 24 26 23 -25 29 -27 -28 -29 -30 -31
leaf_value=0.028323580277710942 0.00019078140129277828 0.0010535499655384901 -0.00135489854624234 -0.001929465303147537 -0.00094894417379673835 8.2201357802673575e-06 0.0010252689834090516 0.0002426489725713234 -0.00077531254176081504 0.00010551611001646321 0.0012456285333016445 -5.4649536715343079e-05 0.001246165251795921 7.5237397875740707e-05 -0.0017935159828550739 0.00020204455014504537 3.4439584052657881e-06 -0.001204794097231833 0.0010367785011676203 0.001768822123363488 -0.00094033540063440861 -0.00015530684253360367 -0.00015300531589309421 -0.002285545215567055 0.00059723280961695166 -0.0009406428905684573 -1.6312080740864589e-05 0.0022945187369257224 0.00085819721025292878 -6.7840023313060833e-05
leaf_weight=0.001135854459440532 0.50147795030740761 0.51227234095922902 0.51255260038728645 0.52706401657142432 0.51489585775025792 3.5146503139172123 0.51049882108269784 3.5173598820610437 0.50517802152698266 0.50092644060896885 0.50760714252757821 2.504126866368495 0.51697573688700504 1.0013065924334794 0.50878462846798911 0.50069255779112609 6.5288233551640307 0.50961682821574672 0.50893568447774917 0.51968957350405975 0.50567309943198058 2.0050503587900907 1.505261464390107 0.51410778747982888 1.0060196332015037 0.50407204153006357 6.4481709847544897 0.51668158405962783 0.50436082612396971 3.5103875685462445
leaf_count=21 52 101 386 125 242 309 67 137 53 9 38 95 120 10 40 10 656 551 38 66 27 68 40 238 59 13 201 69 49 144
internal_value=7.28684e-08 0.000110482 -0.000590499 -4.24095e-05 -0.000324072 -0.000114086 0.000177635 0.000134683 8.54577e-05 0.000133469 0.000369139 -5.50333e-05 0.000167948 -0.000390012 -0.00085139 7.74648e-06 2.89296e-05 -0.000507588 2.7622e-05 0.000220482 7.50015e-05 -3.53656e-05 -0.000205142 -0.000695925 -2.24646e-05 -6.4222e-05 0.000126848 0.000431903 4.8395e-05 8.03035e-05
internal_weight=41.7444 11.5991 1.01403 30.1453 4.55661 4.02955 10.585 10.0745 9.56227 9.05709 4.02497 5.03212 3.0211 2.01102 1.00971 25.5887 24.5784 1.01031 24.5772 6.05071 5.53102 18.5265 9.05226 2.01937 5.02208 7.0329 9.47426 3.02609 2.50941 4.51641
internal_count=4034 1108 438 2926 676 551 670 603 502 449 175 274 215 59 49 2250 1689 561 1668 334 268 1334 947 278 230 669 387 186 117 203
is_linear=0
shrinkage=0.1


Tree=894
num_leaves=31
num_cat=0
split_feature=12 9 7 7 18 8 5 8 16 19 22 2 4 23 5 13 20 17 18 15 19 22 5 2 22 23 19 21 7 20
split_gain=2.38899e-05 3.44562e-05 0.000203316 0.000316438 6.34564e-05 2.22987e-05 5.73014e-05 3.40889e-05 4.0253e-05 2.58231e-05 8.26111e-05 0.000127597 0.000103522 0.000108841 9.50082e-05 4.02934e-05 0.000104459 0.000172728 2.55607e-05 0.000119461 8.35553e-05 0.000548125 6.40197e-05 7.74771e-05 0.000120565 3.26856e-05 2.54894e-05 3.48412e-05 2.52086e-05 2.28626e-05
threshold=63.174563425750001 179.18874144770004 22.181995028450004 19.078733418100004 12.551858988050002 8.8430989333000021 12.035423697300002 8.7431769115000026 22.614947116400003 14.451165964200003 -0.026144999999999998 224.95410153095003 224.82737758030004 0.10932000000000001 21.454033346250004 117.60660091645001 40.636252116050009 182.50770257345002 13.552878921100001 39.883592142850006 14.351157895250003 -0.086719999999999992 21.788492303450003 83.777728670400009 -0.094519999999999993 0.08729000000000002 14.551174033150001 5.3092490988000014 23.549545123900007 40.280372415600006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 -6 9 -9 15 11 12 14 -14 26 18 -17 -18 20 28 22 -22 23 -8 -25 -24 -11 -28 -20 -30
right_child=1 4 -4 -5 5 -7 7 8 -10 10 -12 -13 13 -15 -16 16 17 -19 19 -21 21 -23 25 24 -26 -27 27 -29 29 -31
leaf_value=-0.012759398917829507 0.0085721015862268383 0.021075660896771247 0.026278155838368813 -0.068612920651698564 0.022573429092169608 -0.00064745775029083472 -8.2531973394994223e-06 0.00085239748230543167 3.6921572693967784e-05 0.00035953831784476961 0.0013253540407406833 0.0015528510490704459 -0.0018998918763284377 -0.00021713572274532144 0.0015327825483311742 -4.1973073476376153e-05 0.00010567510662112773 -0.0024976069904743192 -0.00072156596795207209 -0.0015696778311112371 -5.6103813949810521e-05 0.0035069625612038132 -4.5489555309188502e-05 -3.8906090493334224e-05 -0.0022247416005139651 0.00069058027457127641 -0.00093875790013427335 0.00023830923039182272 -0.00017331177766872197 5.9098121117825888e-05
leaf_weight=0.0014673494920306443 0.001120012901352004 0.0014287378829597177 0.0010190216668905152 0.0010102654017045414 0.0011253779353229678 0.52428548867659586 1.5005844202155496 1.0122402963062804 1.5056929799680459 1.0085868689366186 0.5691252979902196 0.51088928737466677 0.51663566758816726 1.5013513959546214 0.50952854106071743 2.8679021762764036 0.50037839203196177 0.51945967019404726 0.51181057482927528 0.51553067057004298 2.5028783985973182 0.52175215647710604 1.5012273261199314 0.50033473880102974 0.50910504154307978 1.0085858876690226 0.50436883026304691 0.5015301569364965 6.0562876799018879 14.056949929554241
leaf_count=31 239 35 755 488 289 153 25 28 35 32 71 50 88 16 34 34 3 60 56 107 35 97 24 22 23 38 18 22 503 623
internal_value=7.99792e-08 5.28503e-07 -0.010459 -0.0280322 1.31768e-06 5.96288e-07 8.84025e-06 8.22408e-06 0.000364753 -1.49758e-05 0.000183162 5.45128e-05 -0.000114022 -0.000647947 0.000312859 -4.86571e-05 -0.000351079 -0.00122032 -8.37151e-06 -6.61008e-05 0.000143339 0.000558529 -0.000106828 -0.000463931 -0.00114132 0.000250305 4.30118e-06 -0.000351885 -2.85183e-05 -1.08827e-05
internal_weight=41.7442 41.7427 0.0031493 0.00213028 41.7396 41.7381 41.2139 41.2127 2.51793 38.6948 5.62202 5.05289 4.542 2.01799 2.52401 33.0728 3.88774 1.01984 29.185 21.1406 8.04447 3.02463 5.01984 2.51002 1.00944 2.50981 2.01449 1.0059 20.625 20.1132
internal_count=4034 4003 1482 727 2521 2486 2333 2044 63 1981 331 260 210 104 106 1650 97 63 1553 1289 264 132 132 70 45 62 72 40 1182 1126
is_linear=0
shrinkage=0.1


Tree=895
num_leaves=31
num_cat=0
split_feature=12 9 23 18 15 21 22 9 5 14 19 13 13 7 22 17 8 20 8 9 16 21 22 3 15 6 23 20 21 20
split_gain=1.93841e-05 2.86691e-05 0.000176709 5.16421e-05 1.97403e-05 0.000115551 6.19035e-05 0.000500648 7.52159e-05 9.92738e-05 3.86801e-05 2.01794e-05 0.000102204 0.00025115 0.00124961 7.21567e-05 0.00012845 4.15367e-05 0.000331746 3.54372e-05 2.53643e-05 0.000143487 0.000476425 4.61079e-05 0.000108925 8.64112e-05 2.78617e-05 2.21066e-05 8.23933e-05 7.91564e-05
threshold=63.174563425750001 179.18874144770004 0.08729000000000002 12.551858988050002 46.435439118750004 15.285239689500001 -0.58287999999999995 216.0493559571 12.035423697300002 143.06733454090002 14.651182102100002 117.63886241405002 117.60660091645001 22.381996090050006 -0.077085000000000001 188.19076296340003 8.543332867800002 34.19870408380001 8.1436447804000007 198.96357396150003 22.624947093000003 12.315862460400002 -0.078504999999999991 93.281431752200021 42.841315546000011 16.555386813950005 0.085335000000000022 41.965809985500009 4.1931896429500011 41.481306584950012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 -6 7 -5 -8 -10 11 12 13 14 -11 19 -17 18 -15 -13 23 22 -22 27 25 -25 -23 29 -29 -19
right_child=1 3 -4 4 5 -7 8 -9 9 10 -12 15 -14 17 -16 16 -18 20 -20 -21 21 26 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.011502188605002718 -0.029816989138209595 0.019053042829987682 0.018634500124241327 -0.014597505055273192 -0.0015734386511730141 0.00027035953528897495 0.026582771098997461 0.072032455350169736 -0.027047075734793525 -0.10004022392799448 0.00087512801060183373 -0.00038080352280022377 -0.0010141353295617154 0.027414750452101361 0.049223990411427054 0.002008157572285302 0.00018313939006574771 6.4342942842701226e-07 -0.046780357534263468 0.00035312506966560134 -0.00024156249946219013 0.00015266956075581475 0.0034769374583044385 -0.0020695764425657246 0.00063558536705400799 -0.00022650669440388218 -0.00037460550738603826 0.0013612670333053049 5.4141122346744432e-05 -0.00075415494285508528
leaf_weight=0.0014650878794090208 0.0018058738298740453 0.0014227071914011393 0.0012907639045761899 0.0019939015227622417 0.51366812563021724 1.0047223694421346 0.0010654114286258167 0.0010025285415653507 0.0013557810938412676 0.0012537557470295724 0.51382236550347116 1.9095153423895674 1.0141172279926411 0.0011045784199258382 0.0010148772970585132 0.51774479441699872 1.5116176737257623 16.608185740364441 0.0013261696031463543 1.0036887520218121 1.0106374642350315 2.0024305821862072 0.5227895886877566 0.51624697074143344 0.5045417492297658 0.50149496379890479 2.0061807810572247 0.51301446244897775 8.0370492815527808 1.5162325852337328
leaf_count=31 1247 35 235 106 123 18 248 46 16 25 49 41 33 19 30 51 41 761 22 15 37 12 84 43 49 7 31 185 316 78
internal_value=8.55721e-08 4.89283e-07 -0.00962107 1.20311e-06 5.53692e-07 -0.000353393 1.39161e-05 0.0143867 1.28453e-05 1.21413e-05 1.30536e-05 1.89617e-06 -2.49887e-05 4.73878e-06 -0.0332666 0.000190959 0.00064875 6.97582e-06 -0.0130647 -0.000127942 7.91758e-06 0.000203492 0.00102618 -3.05223e-05 -0.000565811 -0.0011614 -0.000111215 2.61089e-08 0.00013257 -6.25007e-05
internal_weight=41.7438 41.7423 0.00309664 41.7392 41.7378 1.51839 40.2194 0.00299643 40.2164 40.2154 40.214 39.7002 34.7576 33.7435 0.00226863 4.94257 2.02936 33.7412 0.00243075 2.9132 33.7388 5.54204 1.53343 28.1968 1.52228 1.01774 4.00861 26.6745 8.55006 18.1244
internal_count=4034 4003 1482 2521 2486 141 2345 152 2193 1945 1929 1880 1732 1699 55 148 92 1644 41 56 1603 164 121 1439 99 50 43 1340 501 839
is_linear=0
shrinkage=0.1


Tree=896
num_leaves=31
num_cat=0
split_feature=4 12 9 18 9 7 21 17 15 22 7 17 15 18 17 20 4 13 17 21 6 5 5 5 5 21 23 21 4 9
split_gain=2.27004e-05 7.08264e-05 3.22064e-05 7.97536e-05 6.2884e-05 4.36712e-05 9.69122e-05 7.8912e-05 5.53254e-05 7.22655e-05 6.99768e-05 3.94025e-05 4.29541e-05 5.85006e-05 3.46109e-05 3.05223e-05 0.00011103 2.98392e-05 2.61562e-05 2.47751e-05 7.26211e-05 6.70261e-05 5.57142e-05 5.16881e-05 3.8408e-05 2.46394e-05 3.37255e-05 5.88464e-05 0.000101952 4.12343e-05
threshold=244.52697497700004 174.18091207835002 195.10791980860003 13.405476405600002 193.67618212375001 23.109894804950002 14.70115454445 189.31157886915003 45.560261772200008 1.0000000180025095e-35 23.445318439400001 189.19102531915004 40.042228346200012 13.405476405600002 192.94032447935004 41.218101594450012 271.76419630735006 117.59584708395001 200.37850214585004 1.9176293050000004 14.745344522600002 18.613387752550004 21.788492303450003 22.649179082500002 21.788492303450003 2.0523604381000005 0.11379500000000002 11.859661033550003 222.75625367455004 188.96048214565005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 3 4 14 7 8 -4 10 -10 -7 -12 15 -14 17 18 -17 -2 -13 20 -1 -22 -23 24 25 -21 27 29 -29 -27
right_child=2 -3 5 -5 -6 6 -8 -9 9 -11 11 12 13 -15 -16 16 -18 -19 -20 23 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0013127072656921007 7.968400872107309e-05 0.0012222957372959977 0.00023481472656939411 -0.0015133756949851167 -0.001180042839473331 0.00067203561555444137 0.001381125127622974 -0.0015319683456870262 -0.0015675320881220853 0.00012122086491261025 -0.00091955274937904256 3.5056739807329438e-06 2.5228759496156328e-05 0.001331979153647609 0.00078398564212949808 -9.6482085417047786e-05 -0.0016552115603482337 -0.00081095575224507171 0.00078844912708363071 0.00076122983155303746 0.001012977945580161 -0.0011752934888607819 4.656866024169267e-05 0.0010670432679986449 -0.00080242619874408517 0.00069470381895158848 0.00085620276491282842 -0.0017005789217153786 0.00030530524863704137 3.7470669046308432e-05
leaf_weight=0.51571625765407159 1.50353619040027 0.5147552820860416 0.50431583120808265 0.51061981316781579 0.50498443907699186 1.5121665406406908 0.51100717073997159 0.50688994747733318 0.512113911741088 0.50157703819408539 0.50516395888168197 2.5055588942066489 1.0008152600410083 0.52090017031264313 0.50382192536241621 4.0093405775435187 0.51576986513095047 0.50168484825650139 0.51111964826613521 0.50545232531370388 0.50986804207185832 0.50766690774270085 1.4087354234236564 0.51213375567268826 0.51534066428244329 1.0111187417126881 0.51055250686553222 0.51246157047707641 0.50120591800222913 17.076913014851172
leaf_count=198 167 46 35 833 12 29 54 35 89 8 78 89 7 120 9 53 222 37 190 63 43 54 257 249 106 173 45 97 25 611
internal_value=7.97892e-08 6.16345e-05 -8.82657e-05 -0.000357684 -0.000161893 -1.85277e-05 3.21947e-05 -0.000650826 -2.47991e-05 -0.000731933 3.98905e-05 -6.00094e-05 -1.21018e-05 0.000472544 4.30255e-05 -0.000109889 -0.000274145 -0.000143145 0.0001365 3.68306e-05 -0.000235064 -6.00494e-06 -0.00027711 7.466e-05 5.0028e-05 7.18647e-05 5.40982e-05 3.26594e-05 -0.000708773 7.42099e-05
internal_weight=41.7433 24.6019 17.1414 3.52465 3.01403 13.6167 12.6055 1.01121 12.0945 1.01369 11.0808 9.56867 9.0635 1.52172 2.50904 7.54179 4.52511 2.00522 3.01668 24.0872 2.94199 2.42627 1.9164 21.1452 20.633 20.1177 19.6123 19.1017 1.01367 18.088
internal_count=4034 1967 2067 1058 225 1009 939 70 885 97 788 759 681 127 213 554 275 204 279 1921 552 354 311 1369 1120 1014 951 906 122 784
is_linear=0
shrinkage=0.1


Tree=897
num_leaves=31
num_cat=0
split_feature=23 23 15 15 22 9 20 5 20 16 5 0 23 15 17 21 15 6 21 19 5 22 20 14 21 20 3 22 22 15
split_gain=2.08326e-05 2.88591e-05 8.97499e-05 7.88499e-05 9.72642e-05 5.75961e-05 0.000385029 5.147e-05 3.28265e-05 0.00180471 0.000101609 3.10391e-05 2.54742e-05 8.5185e-05 5.84819e-05 3.71114e-05 5.05284e-05 4.43979e-05 3.59329e-05 5.58322e-05 0.000256388 3.85038e-05 4.64309e-05 3.35033e-05 0.000175286 3.06928e-05 3.79094e-05 0.000314413 7.33875e-05 5.82794e-05
threshold=0.43162500000000009 0.10469000000000002 35.215351613950006 42.008841458800006 -0.088224999999999984 179.18874144770004 47.927946529500012 22.649179082500002 35.050303764500008 18.964955651700002 13.154029769200003 86.692020874450009 0.093325000000000033 43.401366108000012 201.96256717700001 15.109659503850002 46.074827201850006 16.575387281250006 14.412800938450001 14.451165964200003 21.500664456800006 -0.095854999999999996 42.753078181500008 297.17785921625006 5.7087410616000005 36.893814626400008 83.326071295150015 -0.046635000000000003 -0.06828999999999999 36.535628266450011
decision_type=2 2 2 2 2 2 2 2 2 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 7 -5 6 -1 11 9 -7 -10 -4 15 14 23 16 17 18 19 21 -21 22 -12 24 -14 -23 -27 28 29 -28
right_child=-2 2 3 4 -6 8 -8 -9 10 -11 12 -13 13 -15 -16 -17 -18 -19 -20 20 -22 25 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.063211645311869999 0.00036494364504200013 -0.0014617720641556039 -0.00034391506828656458 -0.00015708236622149219 -0.0018518105825622443 -0.088314837314307282 0.015014549720780699 0.00073261917565837088 0.023981619139304987 0.072121477802455106 0.00013695101810665713 0.00021165004501426884 7.1336693310322357e-05 0.0014322886812262162 -0.00093285476137655284 -0.00086234560669042493 -0.00099106097860159948 0.00093670526143340099 0.00058195523786957364 -0.0023089792053433925 0.00084388110971401499 0.00046064259798364707 0.0011354186544085246 -0.00059769821252292354 0.0020003551057308339 1.5824458272767102e-05 -0.0012115463640482316 -0.002651435075811337 0.0010646501646812607 -8.4034640748102012e-05
leaf_weight=0.0010136378129114486 1.5083672298125765 0.51986108260930919 2.0130282800737405 1.0029709357937191 0.51128618812654725 0.0011378059108712027 0.0016589962938177941 1.0083481759695017 0.0017704487573259034 0.0018269059764861595 5.5166004926957255 2.0095080213532128 4.9307250320060243 0.51475647453943896 0.50930761020229365 0.51373253860676982 0.50829657683896101 0.51305763548893679 1.0066553680394452 0.52077190854652033 0.51100696041153526 1.0087812773543614 0.50868071152726191 0.50252041607424747 0.52081423692984774 9.5244868202126991 0.51024783888641323 0.52151422894363708 0.50626641437338538 4.5141448728029019
leaf_count=1105 53 228 33 24 37 44 346 25 332 26 164 38 140 46 76 58 111 109 21 87 62 33 169 15 97 198 83 137 19 118
internal_value=8.31576e-08 -1.35951e-05 -0.000197103 -9.66545e-05 -0.000729304 2.54912e-05 -0.0146539 9.37682e-05 2.66741e-05 0.0105488 2.57335e-05 -6.63756e-05 2.44545e-05 0.000194231 9.56296e-05 -2.07911e-05 -3.94943e-06 1.5991e-05 -3.17313e-06 -2.80868e-05 -0.000747469 4.74019e-06 0.000221246 0.000183606 0.000255626 -7.39136e-05 -0.000108533 -0.000304237 -8.29082e-05 -0.000198538
internal_weight=41.7431 40.2348 7.065 6.54514 1.51426 33.1698 0.00267263 5.03088 33.1671 0.00296471 33.1641 4.02254 33.1624 6.97812 6.46337 26.1842 25.6705 25.1622 24.6492 23.6425 1.03178 22.6107 6.02528 5.95406 5.45154 16.5854 15.5767 6.05217 5.53066 5.02439
internal_count=4034 3981 385 157 61 3596 1451 96 2145 70 2075 71 1743 374 328 1369 1311 1200 1091 1070 149 921 333 252 237 588 555 357 220 201
is_linear=0
shrinkage=0.1


Tree=898
num_leaves=31
num_cat=0
split_feature=23 8 23 7 10 9 9 20 16 5 23 6 23 23 23 6 21 5 19 15 22 6 6 15 12 0 6 22 22 0
split_gain=1.70964e-05 0.000232514 3.83891e-05 0.000110224 7.56639e-05 4.77214e-05 0.000217889 2.81673e-05 0.00156891 8.28072e-05 2.76665e-05 8.58588e-05 4.26315e-05 6.49526e-05 5.99763e-05 5.04653e-05 8.29036e-05 0.000212325 7.37834e-05 4.29218e-05 0.000152689 4.46787e-05 0.000119885 4.05496e-05 0.000169543 0.000154466 0.000282814 2.6774e-05 5.18932e-05 2.286e-05
threshold=0.13041500000000003 8.4434108459500017 0.10469000000000002 22.977992916200005 63.353515844050008 179.18874144770004 66.346857137250012 35.050303764500008 18.964955651700002 13.154029769200003 0.091645000000000018 16.565387047600002 0.09117500000000002 0.09013000000000003 0.089415000000000022 16.545386580300001 12.957322271500002 22.468249633400003 14.451165964200003 37.408632939650005 -0.08786999999999999 16.235379337050002 16.435384010100005 37.870720399650004 132.14048730010003 85.995710218650018 16.535386346650004 -0.059424999999999999 -0.091179999999999997 86.135510041400025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 6 -1 8 -7 -9 11 12 13 14 15 16 18 -18 19 21 -21 27 -23 24 29 -25 -27 28 -11 -12
right_child=1 -3 3 4 -6 7 -8 9 -10 10 23 -13 -14 -15 -16 -17 17 -19 -20 20 -22 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.016136734833245951 -0.00016849121591198772 0.0021646704314015127 -0.0016503652106012404 1.3086558867819125e-05 -0.0012623185710183111 -0.086209535840643434 -0.041444992761236012 0.021708736461109369 0.068477109747562534 -0.0001252805657565815 0.00058514146542212734 0.0012321087054224294 -0.00098060731212598379 0.001063630982367336 -0.001153582638951634 -0.0010374848354085364 0.0023410926157402369 -0.00016088288170387039 -0.0012542778105746931 -8.976017462355621e-05 -0.0019507849664578065 0.0017776304626457677 6.0905345607992292e-05 3.5980447891091414e-05 -0.0017238993149141615 0.0030806795207049785 -0.00023022086330137188 3.4851298243515085e-05 -0.0012339344044632354 6.6962275429981055e-05
leaf_weight=0.0012791488689590262 2.5057292250576348 0.51489873821100207 0.51785720125284029 4.516834946567247 0.51855005847724545 0.0010534275671422169 0.0013514414011411256 0.0017607753072458312 0.0017365599032928003 2.5112693667724488 1.0066601013227119 0.51633050330394326 0.50511883924428858 0.51017567575918832 0.50624851352306066 0.50608251654645897 0.51216479415076754 1.0042573138646185 0.52455613905158571 3.001651149770987 0.51676146638566667 0.51042557558776147 2.0033734796440967 2.9140383793524447 0.52326912478567944 0.52687511443575352 0.50554040636052378 8.5306261064319759 0.50752638567886865 5.5187189305530922
leaf_count=831 81 41 94 53 169 44 620 332 26 259 31 116 55 38 38 23 52 28 135 49 110 76 35 79 164 93 9 151 88 114
internal_value=8.58186e-08 0.000229221 -1.77886e-05 -0.00026113 -0.000118256 2.29525e-05 -0.0134453 2.40208e-05 0.0100714 2.31755e-05 2.20241e-05 -4.23053e-05 -7.26984e-05 -5.10101e-05 -7.85683e-05 -5.15311e-05 -2.61026e-05 0.000684148 -8.55872e-05 -5.07188e-05 -0.000363095 2.74333e-05 0.000409485 0.000151715 8.01874e-06 0.000408366 0.00145944 -5.57226e-05 -0.00031167 0.000146901
internal_weight=41.7427 3.02063 38.7221 5.55324 5.03539 33.1689 0.00263059 33.1662 0.00278999 33.1634 33.1617 22.1666 21.6502 21.1451 20.6349 20.1287 19.6226 1.51642 18.1062 17.5816 3.51841 14.0632 2.5138 10.9951 7.04865 3.94645 1.03242 11.5494 3.0188 6.52538
internal_count=4034 122 3912 316 222 3596 1451 2145 70 2075 1743 1253 1137 1082 1044 1006 983 80 903 768 159 609 111 490 309 181 102 498 347 145
is_linear=0
shrinkage=0.1


Tree=899
num_leaves=31
num_cat=0
split_feature=8 8 2 20 19 23 2 9 18 20 17 13 13 21 20 5 22 18 15 19 22 20 15 2 12 2 7 8 22 3
split_gain=1.97646e-05 2.53437e-05 3.87567e-05 7.18101e-05 2.30673e-05 8.55312e-05 0.000109052 0.000140627 9.1636e-05 7.47603e-05 0.000146334 4.04261e-05 0.000113305 4.92784e-05 7.43562e-05 3.70372e-05 3.65326e-05 2.69483e-05 0.000111337 7.5064e-05 0.000532643 5.38065e-05 3.65723e-05 5.19179e-05 2.00299e-05 3.26973e-05 3.56891e-05 1.89654e-05 3.57364e-05 2.41554e-05
threshold=8.8430989333000021 8.7431769115000026 74.580378076100018 41.32819714970001 14.451165964200003 0.13041500000000003 219.24808729375005 187.94830913940004 13.204532713600001 41.50623664750001 193.10154186985002 117.60660091645001 117.62810858150002 4.797392351550001 38.121007182500009 22.649179082500002 -0.08854999999999999 13.552878921100001 39.883592142850006 14.351157895250003 -0.086719999999999992 42.006870117350005 39.15620581320001 84.67958245200002 69.826413229550027 60.327272492300004 23.604435110900003 8.4434108459500017 -0.096529999999999991 92.781378539900018
decision_type=2 2 2 2 2 2 2 2 2 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 11 6 7 -6 -9 16 -11 17 -13 14 -14 -15 -10 19 24 21 -21 22 23 -1 -19 -26 -27 -28 -29 -30
right_child=-2 2 3 -5 5 -7 -8 8 9 10 -12 12 13 15 -16 -17 -18 18 -20 20 -22 -23 -24 -25 25 26 27 28 29 -31
leaf_value=2.290857892459961e-06 -0.00060912887048571586 -0.00016755603038697881 0.0016029223028185197 0.00014528256504322542 0.0014627943489863952 0.0014127284123652214 0.0014295237006632191 -0.0014932081997337044 -0.0001315606746040594 0.00037583484216831856 -0.0020286072660809927 -0.0017367747834045372 -3.3527013294190855e-05 -7.2322487519824318e-05 -0.0015604799892538952 0.00091429166740315945 0.0006447352396659337 0.00059703434089836463 -0.0015142648528166719 -6.0026160144224451e-05 0.0034530965143841916 -0.0010618714832950286 0.0002794567748567375 -0.0011680642367419656 -0.00083560151231465559 -0.00084430435752318579 4.7767284056790492e-05 0.00029443285171459448 -0.00078787253412366328 -0.00015599889382214056
leaf_weight=1.5011018287146183 0.52581609918178784 1.0011713741814667 0.50852196257528692 1.0077490806219769 0.51017691292469258 0.50797276896628307 0.51677128513738768 0.55447616972638503 1.5047988967562562 0.50213289578562104 0.51038920244697117 0.50963621478121757 0.85839518064890563 1.503147114831336 0.50742543609020441 0.50944484386140221 1.0151860875921559 0.50244863611920365 0.51565534331086382 2.5029965743298566 0.5214825380768956 0.50682430581658167 2.5074511005404929 0.50707726125135888 0.50633627914905588 0.51361381627455571 15.583794493466852 1.0061422819330377 1.0137527767355996 1.5004604097921401
leaf_count=40 201 9 33 23 71 15 101 33 25 10 52 19 60 21 30 61 32 6 107 46 97 331 33 248 52 306 1804 74 87 7
internal_value=9.20992e-08 7.86418e-06 0.000315311 0.000634141 -1.21358e-05 0.000175135 5.22037e-05 -0.000102622 -0.000298033 -0.000110433 -0.000836189 -4.39649e-05 -0.000346873 -0.000137206 -0.000600816 0.000177418 0.000181173 -3.61698e-06 -6.28952e-05 0.000152128 0.000545709 -8.48824e-05 2.47727e-05 -0.000293231 -2.66115e-05 -4.21824e-05 -2.17042e-05 4.11363e-07 -0.000209222 -0.000410776
internal_weight=41.7423 41.2165 2.51744 1.51627 38.6991 5.6219 5.11393 4.59716 4.08698 3.53251 1.01252 33.0772 3.88805 3.37841 1.36582 2.01259 2.51998 29.1891 21.1422 8.04693 3.02448 5.02245 4.51563 2.00818 20.6265 20.1241 19.6178 19.1041 3.52036 2.51421
internal_count=4034 3833 65 56 3768 339 324 223 152 119 62 3429 191 172 90 82 57 3238 2443 795 143 652 321 288 2336 2330 2278 1972 168 94
is_linear=0
shrinkage=0.1


Tree=900
num_leaves=31
num_cat=0
split_feature=4 21 19 23 6 13 7 17 16 21 9 22 5 10 15 22 20 21 23 21 18 22 22 12 22 20 19 2 7 5
split_gain=1.80642e-05 0.00043841 0.000837406 6.11333e-05 3.36249e-05 0.000109867 5.95896e-05 7.13759e-05 4.79888e-05 4.83295e-05 8.67449e-05 3.59635e-05 2.99999e-05 0.000241434 4.51147e-05 2.84948e-05 0.000128334 3.52126e-05 5.24321e-05 2.86977e-05 2.51033e-05 0.000143666 0.00798712 0.00198509 0.0026118 0.000868781 0.000847817 0.000119817 0.000268514 5.15794e-05
threshold=244.52697497700004 1.0000000180025095e-35 13.751109481500002 0.13041500000000003 16.515385879350003 117.60122400020002 23.109894804950002 188.64489188380003 22.674946976100003 14.824703203750003 195.10791980860003 -0.084794999999999995 21.633008747850003 61.987779113750001 43.030193406950012 0.086310000000000026 38.179089776100007 1.9176293050000004 0.080135000000000026 2.0523604381000005 13.919698996450002 0.04932000000000001 -0.083064999999999986 335.9827356823501 -0.06828999999999999 41.289992964000007 13.251069136700002 201.70502722175004 24.803880018200001 18.492557862250003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 12 6 11 7 -3 9 20 -11 -6 15 14 -14 17 -17 18 -1 -19 -8 22 -22 25 -25 26 29 -27 -29 -24
right_child=1 4 -4 -5 5 -7 8 -9 -10 10 -12 -13 13 -15 -16 16 -18 19 -20 -21 21 -23 23 24 -26 27 -28 28 -30 -31
leaf_value=0.00017067403975931441 -0.031238473126461448 8.7404785154109377e-05 0.064133708835075104 0.0011349428812670512 7.3974843441992146e-05 -0.0017236569946633353 2.7266546606410057e-05 -0.0015867114710070064 0.00099054391798111797 -0.00027268437063582908 0.0015811160948375185 -0.00086697340873411561 -0.00097345678583288329 0.0022325138122059429 0.00018193004467660959 0.00061047968566553242 -0.0016332964306451066 0.00079754862759709964 -0.0012616419282295331 3.3791309138681629e-05 0.00053824158441698254 9.7518329506312223e-06 -0.069477268052397401 -0.10005358744514872 0.096414850758557394 -0.10015076913476258 0.00055888637273724664 -0.10013347840530079 -0.039753114626657711 -0.10008302433716579
leaf_weight=0.50889386149345583 0.0013791625501714524 0.50407335449005319 0.0027691927157320606 0.51325285487933925 2.0020608820791184 0.51240685818015386 8.5357584508588875 0.51472432254199318 0.50588612156741497 0.50131593287754195 0.50840039399723047 0.50957720323612488 0.55653637149170598 0.52853270302442723 0.86049680425941233 0.5071100385302435 0.51255179683521679 0.5046374073219323 0.51342882135001633 19.594810640882358 0.51539437002163768 2.5094727299893953 0.0010099380465648676 0.0011820226982308668 0.0015825434425521387 0.0083846503938597005 0.0022894283911227831 0.0019404458508347493 0.0011870547995251461 0.0012108017704974827
leaf_count=47 235 167 34 56 67 86 143 99 31 98 45 62 399 224 16 69 128 60 149 819 545 159 35 18 41 47 29 27 85 14
internal_value=1.01198e-07 -7.8705e-05 0.0324263 5.50151e-05 -8.65731e-05 -0.000389181 -2.17358e-05 -0.000758404 3.55773e-05 -2.79745e-06 0.000660719 -0.000116931 3.20037e-05 0.000408489 -0.000271845 -1.07806e-06 -0.000517396 2.38474e-05 -0.000548661 5.2967e-05 -6.06556e-05 -0.000307228 -0.00179634 -0.0658425 0.0124125 -0.079345 -0.0421423 -0.0939201 -0.0772159 -0.0861643
internal_weight=41.7423 17.142 0.00414836 24.6003 17.1379 3.02404 14.1138 1.0188 13.095 12.5891 1.00972 2.51164 24.087 1.94557 1.41703 22.1414 1.01966 21.1218 1.02232 20.0994 11.5794 3.04365 0.534181 0.0187869 0.00276457 0.0160223 0.00451017 0.0115122 0.0031275 0.00222074
internal_count=4034 2067 269 1967 1798 215 1583 266 1317 1286 143 129 1911 639 415 1272 197 1075 196 879 1143 1000 841 296 59 237 78 159 112 49
is_linear=0
shrinkage=0.1


Tree=901
num_leaves=31
num_cat=0
split_feature=15 7 23 19 9 23 21 16 23 19 15 14 21 17 22 22 16 14 20 8 23 21 7 12 23 21 6 9 19 9
split_gain=2.11268e-05 9.60608e-05 3.18138e-05 3.05609e-05 3.22476e-05 0.000312914 2.16082e-05 8.40584e-05 4.65846e-05 7.57407e-05 3.59946e-05 2.8758e-05 3.91546e-05 1.91423e-05 4.53326e-05 5.40782e-05 2.20783e-05 2.14841e-05 6.67025e-05 0.000139144 4.84893e-05 0.000277107 0.000377593 3.95243e-05 3.95246e-05 3.1695e-05 5.49921e-05 4.35692e-05 0.000354623 4.99091e-05
threshold=46.435439118750004 23.514778597300005 0.092260000000000023 14.651182102100002 177.77223095870002 0.087905000000000025 14.136086967800003 22.604947139800004 0.41648000000000007 14.351157895250003 40.974857724300008 300.28003674255007 11.296310911850002 180.84080166530003 0.22598000000000004 0.10957500000000002 15.454963859600001 241.71484286130001 40.206947806850003 8.3434888241000014 0.081765000000000018 6.7094573673000006 26.560603234350001 172.63877719270002 0.10791500000000002 2.0008954101500005 14.745344522600002 195.30595290385003 14.351157895250003 198.74336288960004
decision_type=2 2 2 2 2 2 2 2 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 8 -8 11 -10 -9 13 -13 16 15 17 -6 23 19 -19 -20 22 -22 24 25 26 -15 28 -27 -29
right_child=1 2 -4 -5 6 -7 7 10 9 -11 -12 12 -14 14 -16 -17 -18 18 20 -21 21 -23 -24 -25 -26 27 -28 29 -30 -31
leaf_value=-0.014611049008846822 -0.0014866403837673064 -0.00036473658763736401 0.00075792762213121572 0.00077939032861535891 0.00011209281614127205 0.05504121998919137 0.0010007462204657152 -0.0001252181804191517 -0.00017145154941730821 0.001558758703269411 -0.00074426549628048722 0.001140834893245273 -9.6550912237238103e-05 -0.0012235507815127823 -0.0009649484721066297 0.0009576577658361304 0.0008351938176767988 -0.00054842472080128741 2.279980063855009e-05 0.0017887495211057786 -0.0037570648024816836 -8.0843025369589715e-05 7.1114503439497593e-05 0.00090651393589953524 -0.00085934330971250243 -6.7749876391714399e-05 -5.2206907248528041e-05 -0.00066856042437772796 0.0027840200381625416 6.6205126062961631e-05
leaf_weight=0.0017704492771657338 0.50878579666704338 0.50318965613844946 0.50648146773664848 0.51472487316427518 2.5046161629333583 0.001014630744102248 0.51450268954708356 2.5089616699754007 0.5033697475972676 0.50868383356453251 1.5013016468928126 0.51967282378679402 0.50348161652737033 0.51002678830307724 0.51023633253251333 0.56160449917918143 0.50786852944526195 0.50597386429305291 4.5045487893491893 0.51300193590275001 0.5304627034283127 4.5113757447475455 0.50100139701527269 0.5050334308683081 0.50872575907652517 2.5120861873378941 1.8715850365082358 1.0132783114576671 0.52763987299999815 10.544992245615001
leaf_count=1258 84 43 21 67 223 220 121 44 36 16 22 444 24 71 71 54 90 97 45 51 81 82 29 12 62 68 79 41 151 327
internal_value=-2.74615e-08 -0.000366185 0.000198426 1.37959e-05 3.87135e-06 0.0107639 3.11658e-06 -0.000202585 2.95739e-05 0.000698196 -0.000356968 9.76892e-06 0.000531933 -6.35023e-06 -3.03798e-05 -1.42816e-05 0.000233999 -3.30651e-05 -0.000142705 0.000628222 -0.00022089 -0.000418931 -0.00189765 3.43659e-05 9.17971e-06 3.52015e-05 -0.000303052 9.03865e-05 0.000427264 1.79047e-06
internal_weight=41.74 1.51846 1.00967 40.2215 39.7068 0.00278508 39.704 4.52477 35.1793 1.01205 4.01026 34.1672 1.02315 33.1441 30.1316 29.6213 3.01248 29.0597 11.0664 1.01898 10.0474 5.54284 1.03146 17.9934 17.4883 16.9796 2.38161 14.598 3.03973 11.5583
internal_count=4034 148 64 3886 3819 1478 2341 187 2154 52 66 2102 468 1634 1321 1250 313 1196 385 148 237 192 110 811 799 737 150 587 219 368
is_linear=0
shrinkage=0.1


Tree=902
num_leaves=31
num_cat=0
split_feature=9 13 3 21 9 5 9 21 21 6 17 12 18 9 10 0 17 17 20 0 20 6 16 21 2 17 18 5 9 17
split_gain=1.95361e-05 6.3518e-05 0.000345199 4.5533e-05 3.94725e-05 3.73234e-05 6.87243e-05 3.60836e-05 9.28276e-05 0.000126934 8.39225e-05 0.000160979 0.00406976 0.00408706 0.00235602 0.00133457 0.00039434 4.17003e-05 4.11951e-05 3.75981e-05 0.000186028 6.9227e-05 8.09526e-05 6.78793e-05 5.27936e-05 6.73672e-05 4.96996e-05 3.47322e-05 3.1243e-05 2.3474e-05
threshold=204.68881850780005 112.41249980845002 92.058183302850011 6.7825386038500008 204.02774515060003 18.769588925400004 210.14471305145003 3.4801976177500005 4.0199878722000006 16.535386346650004 192.41413881610001 90.84682862195001 14.642476607400001 193.24048816455004 62.111448187750007 86.420486603250012 198.10578792550004 187.77231677760003 39.664548207900005 86.329079026800017 41.942745071500006 16.545386580300001 22.644947046300004 14.70115454445 107.61146075735 189.31157886915003 13.276755824150003 22.580289596950006 208.07152902175002 187.77231677760003
decision_type=2 2 2 2 2 2 2 2 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 5 7 6 -2 10 9 -9 17 -12 13 -13 15 -15 -16 -1 -10 20 24 22 23 26 -20 29 -21 -28 -4 -26
right_child=1 2 28 -5 -6 -7 -8 8 18 -11 11 12 -14 14 16 -17 -18 -19 19 21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00011766325763350695 0.0011621328063565661 0.0027951906701610949 0.00018800559247165229 -0.00099940237487934624 -0.00091644044747359325 -0.00084014815883120717 -5.5617293321768465e-05 -0.0021328920821805418 0.00082899956020665425 0.00010821792029088534 -0.00027913456415082355 -0.026338813265656725 0.00017882783777549888 0.053025171778870686 0.099908667728960551 -0.030019395574262975 0.059614932423006674 -0.00079513080241528646 0.0004086617623032503 0.00065256575100690003 -0.002073857935704262 -0.0011206588179013244 0.0013016778640075376 0.0011574181267252192 -0.00024466983731107929 -0.00071306032657328215 -4.2855325157438262e-05 -0.00088838266763109023 -0.00064168750130381275 0.00031382424604322164
leaf_weight=4.872634660743473 0.51063112074157402 0.5284285163666026 4.0121636666951508 0.51338435113080194 0.50803122980668902 0.50629559832174198 5.0146895146730737 0.51023691324339771 0.52883110038233994 0.50076248113023181 0.50289424377987624 0.0070084449192079337 0.5073046722352913 0.0048637781305203021 0.0092028383069191477 0.003213887485799205 0.0032996776499203415 0.55777895184022774 1.5140505527234625 1.0078102424544901 0.52017468972133762 0.50692689889183462 0.51316516901715736 0.50694491507214934 1.5061119539466132 2.0115171110532515 11.528218139743061 0.507196337944955 0.51174476978141914 1.5041931427549569
leaf_count=572 164 113 68 249 110 123 266 53 218 25 37 33 183 26 61 25 15 112 53 35 427 13 15 169 58 34 617 24 125 11
internal_value=-4.9041e-09 0.000110289 0.000376655 -9.53282e-05 -4.24409e-05 -1.83774e-05 5.6923e-05 -2.74576e-05 -8.57648e-05 -0.00102284 0.000181372 0.00100534 0.00221297 0.0396172 0.062078 0.019984 0.0892743 2.39066e-05 -4.30036e-05 -6.43268e-05 -0.000253799 2.74301e-05 6.88141e-05 2.21237e-05 -0.000108944 -0.000265 -2.20013e-05 -7.84875e-05 9.41507e-05 3.43992e-05
internal_weight=41.7397 11.5973 5.05234 6.545 30.1424 6.03162 5.52532 29.6343 23.1661 1.011 6.4682 1.03779 0.534893 0.0275886 0.0205802 0.00807767 0.0125025 5.43041 22.1551 21.6263 7.05605 14.5703 14.0633 13.5502 6.53587 5.02182 13.0432 12.0354 4.52391 3.01031
internal_count=4034 1108 306 802 2926 553 430 2816 1752 78 1064 380 343 160 127 51 76 684 1674 1456 583 873 860 845 156 103 676 641 193 69
is_linear=0
shrinkage=0.1


Tree=903
num_leaves=31
num_cat=0
split_feature=23 22 4 10 10 0 21 23 15 20 22 5 21 21 15 21 4 21 20 17 7 17 15 18 0 16 2 10 18 20
split_gain=1.99918e-05 1.80022e-05 0.000174793 5.45639e-05 0.00307352 0.00280792 0.000503642 0.000757853 0.000396523 0.000109741 5.03473e-05 6.53958e-05 0.000116181 3.83579e-05 3.81727e-05 9.91065e-05 4.43355e-05 7.12807e-05 2.8771e-05 2.85688e-05 0.000102644 5.59441e-05 0.000151333 4.46811e-05 0.000118181 9.8234e-05 0.000179686 7.73946e-05 9.88001e-05 4.23173e-05
threshold=-0.50325999999999993 0.048475000000000011 142.34057910165004 76.599549052750021 80.677940036650014 97.991610396700011 1.4744127452000002 0.10335500000000002 21.178773360300003 40.890797847750008 0.05399000000000001 21.386268748550005 8.0341677368500015 5.8942103150500005 46.435439118750004 15.285239689500001 299.26394832300008 13.996357022800002 43.426640904350009 189.50863627480001 22.792619241600004 188.19076296340003 41.800301886400014 13.975517741000003 93.399723909900004 22.514947350300002 154.94328103605002 70.206395618550019 15.279937110450001 41.605323437500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 5 -5 7 -7 -4 -8 -3 12 -12 -11 16 -16 18 -18 19 21 -21 29 -23 25 -25 26 -22 -26 -29 -10
right_child=1 10 3 4 -6 6 9 -9 14 13 11 -13 -14 -15 15 -17 17 -19 -20 20 23 22 -24 24 27 -27 -28 28 -30 -31
leaf_value=0.013699723199333061 0.029326763237568155 0.0010941133339121948 -0.051762160467860967 0.0882477223269892 4.8311296499225337e-05 0.022958550446699727 -0.065457881531092096 -0.092819297547308083 5.1856510683862588e-05 -0.10013205278347193 9.320196391790901e-05 0.0011098541371646281 -0.0014655086215339885 -0.08055748143117207 -0.0015992777782382864 0.00037589576173263655 0.0014612734422599404 -0.00020325170968238165 0.00072012162625604951 -0.0014991182222340107 0.0022911070883653828 0.0020445668313014711 -6.0726281933026263e-05 -0.001773811110830005 0.00097018784633281802 -8.2416473289177969e-05 -8.6867325549481419e-06 -0.0016207838041735472 -6.0568954788797253e-05 -0.00088572713113992541
leaf_weight=0.0010651860725435771 0.0020273847530479774 0.50539162839141383 0.0014810383422901854 0.0012053933688596996 0.50202430002916365 0.0011632850681401741 0.0016682945151760276 0.0010999727396097114 9.3911607410501272 0.0037934285637089005 7.5273249158963855 0.56212487638227671 0.51063197874360966 0.001359983244387096 0.51297152103776855 0.50325667987928568 0.5258801585881836 0.50368305369343824 0.51565836926678699 0.5177476941994027 0.51344897012359325 0.51733791031163434 1.0041747726701258 0.52412115271886195 0.51436323445204823 12.545294362051036 1.0041340878160552 0.50872484015346309 2.0074883126772107 0.50740067283643142
leaf_count=134 37 46 219 57 780 49 67 10 298 37 342 128 160 63 122 15 309 39 293 76 91 43 13 80 51 144 16 113 85 117
internal_value=1.28456e-07 -2.21167e-07 -3.49125e-05 -3.67368e-05 -0.00106061 -0.0551605 -0.074188 -0.033311 -2.04051e-05 -0.0877498 0.000124108 6.71043e-05 -5.81915e-06 -0.0949663 -1.80191e-05 -0.000621132 1.68794e-06 0.000646954 -2.04045e-05 -3.33246e-05 -0.000111343 9.05709e-05 0.000655106 -7.05592e-05 -0.000387315 9.50766e-06 0.00076941 -0.000147528 -0.000376011 3.79593e-06
internal_weight=41.7392 41.7381 32.6327 32.6306 0.512315 0.0102904 0.00908496 0.00226326 32.1183 0.00682171 9.10547 8.60008 8.03796 0.00515341 32.1168 1.01623 31.1006 1.02956 30.0711 29.5554 18.1353 11.4201 1.52151 17.6176 3.5547 14.0629 1.51758 3.03058 2.51621 9.89856
internal_count=4034 3900 3224 3187 1063 283 226 59 2124 167 676 630 502 100 1905 137 1768 348 1420 1127 656 471 56 580 329 251 107 249 198 415
is_linear=0
shrinkage=0.1


Tree=904
num_leaves=31
num_cat=0
split_feature=8 8 16 19 23 2 9 18 18 20 13 9 13 8 20 13 18 15 19 22 20 22 21 20 6 23 8 23 4 10
split_gain=3.1105e-05 3.29991e-05 4.1044e-05 2.32733e-05 8.9844e-05 0.000113313 0.000125688 7.45732e-05 7.1926e-05 0.000101084 4.13915e-05 0.000123028 0.000841963 0.000179338 0.000105705 0.000206328 3.72572e-05 0.000107033 9.32923e-05 0.000446595 3.33901e-05 4.86644e-05 2.83424e-05 2.85663e-05 2.42972e-05 2.58873e-05 3.65088e-05 2.39522e-05 5.68025e-05 6.50945e-05
threshold=8.8430989333000021 8.7431769115000026 22.614947116400003 14.451165964200003 0.13041500000000003 219.24808729375005 187.94830913940004 13.204532713600001 13.314799198000001 41.50623664750001 117.60122400020002 183.49441567960005 116.53390612245002 3.6471537973500001 40.636252116050009 117.67112391160002 13.552878921100001 39.883592142850006 14.351157895250003 -0.08854999999999999 41.741384785950011 -0.097294999999999993 4.837019638150001 38.121007182500009 16.545386580300001 0.085910000000000028 8.3434888241000014 0.097450000000000023 191.03149642590003 71.246828915000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 10 5 6 -5 -8 -9 -10 11 12 13 -1 22 -16 18 27 20 -20 24 -22 23 -12 25 -13 -27 -18 -29 -30
right_child=-2 2 -4 4 -6 -7 7 8 9 -11 14 16 -14 -15 15 -17 17 -19 19 -21 21 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.0047395765800203266 -0.00076476151482821574 0.00085286797369936093 2.9488173809310612e-05 0.0013717108303340443 0.0014433830543609954 0.0014532502729013856 -0.001371045143290483 0.00039917041521018249 -0.00010309119582178051 -0.0017299887446776841 -6.1242772886787117e-05 -4.2828256826964545e-05 -0.07664423087913555 0.051393243054688169 -0.0026233849668909365 0.00021918038411479382 1.7625369073524399e-05 -0.0014906994515488713 1.0701697120989346e-05 0.0033011981205275315 0.0001269146271923986 -0.00126322592715198 0.00017860133443867317 -0.0010090315519869018 -0.00017484467684597885 7.0582550817841109e-05 0.0012734624173142491 -0.0012436561213966428 0.0001056018165745876 -0.0011340981648913851
leaf_weight=0.0013042527927302674 0.52505267319100468 1.0125789846177817 1.5055737306846024 0.50985338805429492 0.50806163451215969 0.51663142332846934 0.55497990418454879 1.5063879992489719 1.5146712630848926 0.51067417931072601 0.85828985442041872 1.0016688754239989 0.0014889647462661415 0.0010098608815983868 0.51793962132194582 0.50366225303422985 17.09100071652043 0.51513658679112495 2.0039524387722172 0.51936866324879805 0.50077946251977323 0.50654158474804478 2.004157352065036 0.5051720283627219 2.0012679064966505 0.50235864737123825 0.50694621486400138 0.51087320773144584 2.5109829619288466 0.50949921347587679
leaf_count=979 201 29 36 71 15 101 33 25 47 47 60 23 153 296 48 56 1150 105 32 91 12 34 21 13 11 22 19 64 44 196
internal_value=6.76421e-08 9.81159e-06 0.000360579 -1.30155e-05 0.000175101 4.90807e-05 -0.000108741 -0.00029344 -0.000124105 -0.0005133 -4.49883e-05 -1.22719e-06 -0.017986 0.0197563 -0.000330973 -0.00122197 1.15763e-06 -6.69279e-05 0.000191954 0.000687976 -5.73947e-05 -0.000572132 -6.06819e-05 -0.000412405 7.18361e-05 0.000317326 0.000674756 -3.13627e-05 -0.000268455 -0.000103513
internal_weight=41.7379 41.2128 2.51815 38.6947 5.62126 5.1132 4.59657 4.08671 3.53173 2.02535 33.0734 28.6842 0.00380308 0.00231411 4.38922 1.0216 28.6804 21.1375 7.54288 2.52332 5.01956 1.00732 3.36762 1.36346 4.01224 2.01097 1.0093 20.6224 3.53136 3.02048
internal_count=4034 3833 65 3768 339 324 223 152 119 94 3429 3231 1428 1275 198 104 1803 1559 244 123 121 46 94 73 75 64 41 1454 304 240
is_linear=0
shrinkage=0.1


Tree=905
num_leaves=31
num_cat=0
split_feature=8 8 16 15 22 22 16 15 18 7 4 22 2 15 17 10 4 5 10 8 8 6 20 21 15 19 3 5 6 21
split_gain=2.51823e-05 2.67361e-05 3.32759e-05 2.19794e-05 5.63524e-05 3.83115e-05 2.33655e-05 7.71062e-05 2.34514e-05 8.89917e-05 0.000147076 7.62411e-05 0.000175034 7.2287e-05 7.03074e-05 4.66511e-05 8.55671e-05 5.16552e-05 6.37081e-05 3.11194e-05 0.000110134 0.000196991 3.23084e-05 6.98615e-05 0.00011123 4.78225e-05 9.66129e-05 5.0716e-05 3.72853e-05 3.51224e-05
threshold=8.8430989333000021 8.7431769115000026 22.614947116400003 18.563284541500003 0.22598000000000004 0.12427500000000002 22.684946952700002 19.763739472850002 13.327513832500001 23.203497038450006 202.99973138610002 -0.039434999999999998 213.11064599365002 42.008841458800006 192.94032447935004 61.950140699950005 162.53166217615004 20.204934414350003 62.020040611300011 8.543332867800002 8.6432548896500023 16.505385645700006 40.241071441700008 3.9632429946000003 33.762789462050002 13.851117550450002 84.812788641250009 16.903404623850005 16.525386113000007 2.5447591590000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 -5 11 10 -10 13 -13 15 -15 16 -9 -17 -19 22 21 -21 23 25 -25 26 27 29 -24 -11
right_child=-2 2 -4 4 -6 -7 -8 8 9 19 -12 12 -14 14 -16 17 -18 18 -20 20 -22 -23 28 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00044972612831314538 -0.0006879347482199688 0.00076804917817806587 2.6540459810712834e-05 0.025259176960504316 -0.001064931170445484 0.00081134077424296349 -0.000533457451233665 -0.00018281437526341938 0.00023365202581338178 -0.00084692367952525309 -0.0021710705549937933 0.0022713654990941671 4.0177825943961625e-06 -0.0016134964277713913 5.4222068821027636e-05 0.00096964507843684479 0.0016567301644319914 -0.0011525410178202294 2.8362541492539129e-05 0.0024979913454917634 -0.00014962695074095852 -0.00028195194257338074 4.3388353587521315e-05 -0.0020108506763229258 -0.00030674328781374202 0.000895025597730388 -0.0014118791700864248 0.00099263909492851212 -0.00058332721412655776 0.00011689610046019416
leaf_weight=1.0054674795890424 0.52530497447823066 1.0120018007074087 1.5055441209336207 0.0012075409528397021 0.51301314495538619 0.55983832893428953 0.87261872915895011 0.50164084565846023 0.50600832203151269 0.50535119856220867 0.51137477103898921 0.51600301902813583 1.000913037494948 0.51096302923311288 0.50029966206813015 0.50521443488310058 0.50988093228741271 0.50828401949237179 4.5138784892971398 0.51649545944198327 2.0123136518959654 0.50328809078560965 16.069051671634217 0.51391576264648309 1.5038750770219165 0.50759809466308059 0.50794928534196504 0.50805993202265209 1.0088865100570235 1.5013426039492654
leaf_count=1071 201 29 36 107 141 93 81 47 38 72 134 142 25 64 7 39 179 75 168 63 61 18 767 130 45 36 57 50 21 37
internal_value=7.06677e-08 8.84021e-06 0.000324612 -1.17044e-05 -2.40144e-05 -9.65028e-06 -2.22026e-05 -9.72129e-06 -1.0575e-05 -5.77996e-05 -0.000975051 0.000128361 0.000775292 -1.61536e-06 -0.00078843 0.000120068 0.000744451 5.80485e-06 -9.11546e-05 -2.14292e-05 0.000279411 0.00112602 -6.17446e-05 -0.000271397 -0.000740766 -3.12222e-06 -0.000153947 0.00010014 6.36486e-06 -0.000125825
internal_weight=41.7376 41.2123 2.51755 38.6947 37.6893 37.1763 36.6164 35.7438 35.7426 26.6755 1.01738 9.06708 1.51692 7.55016 1.01126 6.5389 1.01152 5.52738 5.02216 25.6581 3.0321 1.01978 22.626 5.54809 2.01779 3.5303 3.0227 2.51475 17.0779 2.00669
internal_count=4034 3833 65 3768 2697 2556 2463 2382 2275 1529 172 746 167 579 71 508 226 282 243 1357 142 81 1215 427 175 252 216 159 788 109
is_linear=0
shrinkage=0.1


Tree=906
num_leaves=31
num_cat=0
split_feature=15 4 3 19 7 10 13 10 17 3 8 20 16 0 9 21 22 3 17 2 18 13 20 14 6 6 6 0 3 23
split_gain=2.09532e-05 8.83855e-05 3.80621e-05 2.57666e-05 3.14009e-05 0.000230106 2.69714e-05 0.000108309 5.12525e-05 7.65464e-05 9.75949e-05 3.44253e-05 2.66633e-05 0.000363294 0.00111147 0.000180946 0.000467538 6.69633e-05 0.000114869 6.37171e-05 1.85255e-05 9.22142e-05 4.37764e-05 9.14182e-05 4.15596e-05 0.000140431 0.00012982 3.22194e-05 9.36879e-05 3.83769e-05
threshold=46.435439118750004 346.42057500560003 92.913112988300014 14.651182102100002 19.716522186550005 60.613977009100005 117.63886241405002 61.977025281250008 188.19076296340003 93.023339771650015 8.8430989333000021 39.664548207900005 22.624947093000003 85.764502819450016 187.45330412110005 12.315862460400002 -0.078504999999999991 93.216908757050007 192.20712075930001 169.97615743665003 13.777522434500002 117.41840884735002 42.006870117350005 254.98525786880001 16.235379337050002 14.980350013450002 16.465384711100004 94.047642319350018 83.538459487450012 0.10469000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 7 -7 11 -10 -11 -8 13 14 -9 16 19 20 -19 -14 22 24 -15 -24 25 27 -26 -22 29 -29
right_child=1 2 -4 -5 5 6 8 12 9 10 -12 -13 15 17 -16 -17 -18 18 -20 -21 21 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=0.01424383061603215 -0.0014394620812038725 0.00079182334356895387 -0.00043610488484360386 0.00071698924775199277 -0.046102901323716375 -0.0014734696494520215 0.00020502815656347857 0.039195159948334432 -7.4396935864849513e-06 0.0021846314120664884 0.00022737206522205198 -0.00051767063053989842 -0.00092334853966219996 -7.502482600117011e-06 -0.10005263750951765 -0.00013286343382757878 0.0035510998045302682 -0.001883325406235028 -0.00015511096791094852 0.00066350280927530004 0.00076936061950436596 -0.0013850611510501996 0.0016885787006222749 0.00013910572691250484 0.0017162058279661819 -0.0016795253501388303 -0.0005342064385795446 5.9795971252349481e-05 -0.0013456299999084966 -0.00057898890307867717
leaf_weight=0.0015486771219589404 0.50870305014820161 0.5041238212529604 0.50561263360345876 0.51449179150449609 0.0010823844750039715 0.50912561891421049 1.9083211013730754 0.001014178902619344 1.0089851501907108 0.51757265000662733 0.5017122506396845 1.0068886493954776 0.50648940294129807 6.0187027824826833 0.0013183698094874075 4.5075967437602458 0.52323859108906745 0.51623559795115803 1.508253100470256 0.50565842436026287 0.52292201077015654 0.50657495299515076 0.50966977877181463 1.5055903578696859 0.51737869171279161 0.51545513541376209 0.50807101645801822 14.044838016994058 0.52206165766192647 1.0080047682164757
leaf_count=316 80 16 52 67 131 67 24 172 27 40 4 32 32 134 76 49 88 45 33 16 165 35 108 49 51 91 34 1455 375 170
internal_value=7.96056e-08 -0.000364573 0.000176954 1.38469e-05 4.73549e-06 4.18007e-06 5.43708e-06 -2.56468e-05 0.000223991 0.000610015 0.00122123 -4.45859e-05 -4.12434e-06 -4.49645e-05 -0.0395085 0.0001865 0.00112409 -4.17007e-05 -0.000595798 -0.000130574 1.14861e-06 -5.48257e-05 0.000127571 0.000530976 -1.6622e-05 -5.47577e-05 0.000601213 -2.73236e-06 -2.86551e-05 1.70201e-05
internal_weight=41.7372 1.51844 1.00974 40.2188 39.7043 39.7028 39.7017 34.7582 4.94348 2.02827 1.01928 2.91521 34.2491 28.2061 0.00233255 6.04298 1.53539 28.2038 2.02449 1.01215 26.1793 18.1453 8.03396 2.01526 17.6387 16.6133 1.02545 16.0978 15.5749 15.0528
internal_count=4034 148 68 3886 3819 3503 3372 3245 127 71 44 56 3178 2993 248 185 136 2745 78 48 2667 2376 291 157 2341 2256 85 2165 2000 1625
is_linear=0
shrinkage=0.1


Tree=907
num_leaves=31
num_cat=0
split_feature=12 7 7 22 17 15 17 15 5 10 15 3 6 21 16 21 18 3 13 17 2 7 7 20 3 17 5 6 21 9
split_gain=2.0901e-05 4.47711e-05 0.000106087 2.10585e-05 8.25722e-05 3.91475e-05 2.09791e-05 1.88368e-05 0.000218232 0.000187623 3.73846e-05 6.90893e-05 4.46094e-05 0.000329209 5.82383e-05 3.55165e-05 5.26217e-05 8.02808e-05 0.000159969 0.000331636 8.07752e-05 9.67243e-05 7.39686e-05 0.000161373 6.05604e-05 7.74106e-05 3.21091e-05 3.47552e-05 5.9373e-05 2.20221e-05
threshold=63.174563425750001 19.716522186550005 21.506492748250004 0.12427500000000002 192.77618096940003 18.019770707250004 212.98902586740002 34.139075990150012 19.327153142150006 61.966271448700006 35.965617804200001 92.913112988300014 16.355382140900002 8.119216894900001 22.614947116400003 2.3925196316500004 13.3584252364 93.499196860750018 117.49368567500001 188.19076296340003 112.15964652650003 22.381996090050006 22.977992916200005 41.243661560350013 93.216908757050007 192.94032447935004 18.946524085150003 14.745344522600002 2.0008954101500005 206.36238950785003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 5 -5 7 8 26 -10 11 -9 13 -12 -15 -14 17 18 -17 -20 21 -19 23 -22 29 -26 27 28 -4 -18
right_child=1 2 3 4 -6 -7 -8 10 9 -11 12 -13 15 14 -16 16 24 20 19 -21 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.012005007214573983 0.017948359281340993 -0.031097297139759172 -0.001080875094212209 0.00031674072976928844 0.0013916260869688631 -0.00073110165177048562 -0.00065372413759490699 -0.00013513943698233061 9.636363507508574e-05 0.0027962150656572499 -0.0026264914623409718 -0.0014827144723117388 0.00065008372269065014 0.000703771916871563 -0.00037188848953064374 -7.4160075955311307e-06 -0.00015480399164311936 -0.00019529044108598087 -0.00021157696781137682 0.0033799787317689901 -0.002219126878530449 0.0017568879763623037 6.6517968216941219e-05 -3.3591797623027479e-05 -0.00028824860912089517 -0.0017104560245977823 -0.00080642427596077336 0.00080349869329776982 1.704718559353945e-05 0.00020827343617148351
leaf_weight=0.0014501805921857116 0.0013898181422707925 0.00109699984549294 0.51188404057354553 1.0021852529367596 0.52763296993772191 0.55343663969479417 0.50854798450065786 1.5053633165319404 0.50068122543412219 0.52973063503784856 0.53363109967346689 0.50913126343655779 0.87419334657467729 1.0089121430236221 1.0044433286848287 1.5039838335796933 5.0105565172252673 0.5016336636113008 0.5066716869951049 0.52194287856036681 0.50961495610317786 0.51372140686908097 3.5063535748518682 1.0023113803961603 1.4990650784285158 0.51391894639447633 0.50318509998837058 0.52673906362561318 13.037334947340719 2.5061061294400133
leaf_count=31 307 417 293 55 206 99 350 74 16 176 226 27 138 36 26 11 46 20 16 38 24 29 38 62 11 72 25 96 1049 20
internal_value=7.3647e-08 4.90788e-07 -1.06909e-07 7.10518e-07 0.000310611 -5.60455e-05 -1.55721e-05 -7.28084e-06 7.78952e-05 0.00148435 -6.3782e-05 -0.000475717 -2.52153e-05 -0.00041817 0.000167135 2.75442e-05 -2.53004e-06 0.000177331 0.000649847 0.00161086 -2.10068e-05 0.000792419 -0.000185588 -0.000770256 -0.000164207 -0.000651341 -2.15088e-05 6.55027e-06 -2.44319e-05 -3.37515e-05
internal_weight=41.7368 41.7354 41.734 41.7329 2.08325 1.55562 39.6497 39.1411 15.6096 1.03041 23.5316 2.01449 21.5171 2.54699 2.01336 18.9701 18.0959 8.56623 2.5326 1.02861 6.03363 1.01536 5.01828 1.51193 9.52965 2.01298 14.5791 14.076 13.5492 7.51666
internal_count=4034 4003 3696 3279 360 154 2919 2569 1655 192 914 101 813 288 62 525 387 238 65 54 173 49 124 86 149 83 1463 1438 1342 66
is_linear=0
shrinkage=0.1


Tree=908
num_leaves=31
num_cat=0
split_feature=8 8 2 20 7 18 6 6 6 6 6 0 8 16 8 3 9 0 2 21 16 15 6 22 8 2 18 21 20 23
split_gain=4.67957e-05 2.51636e-05 3.17255e-05 7.94809e-05 1.61373e-05 0.000107593 0.00287844 0.00311651 0.00267806 0.00362005 0.0026372 0.000966457 0.000483387 5.6904e-05 4.03764e-05 2.48252e-05 0.000288829 7.22198e-05 9.53894e-05 4.01007e-05 8.2415e-05 3.97704e-05 3.17707e-05 5.74472e-05 1.99428e-05 1.75549e-05 0.000104451 0.00250707 0.00342134 0.00234077
threshold=8.8430989333000021 8.7431769115000026 74.580378076100018 41.32819714970001 22.721067571950005 12.971888692100002 16.565387047600002 16.525386113000007 16.455384477450004 16.375382608200002 15.885371159150003 89.705782438650019 8.2435668022500028 22.664946999500003 8.2435668022500028 93.281431752200021 185.44496129890004 86.054856297550018 103.92649527695001 14.70115454445 22.644947046300004 43.401366108000012 16.485385178400005 -0.089795 8.4434108459500017 176.09844955530005 13.793345552600002 11.798219863050003 41.257403903850005 0.08481000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 -1 7 8 9 10 11 -7 -13 15 -11 16 -6 22 -19 20 21 25 24 -24 -17 -18 -27 28 -28 -30
right_child=-2 2 3 -5 13 6 -8 -9 -10 14 -12 12 -14 -15 -16 17 19 18 -20 -21 -22 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=-8.9270777551907251e-06 -0.00093880501666802917 -0.00011837564796902158 0.0016259899575604031 9.2427583463517804e-05 0.040060619030113542 0.093577132327041526 -6.7472080169672869e-05 0.099028128665810525 -0.05481384753183282 0.07993199174514154 -0.10029638536252289 -0.049786253494601723 0.042691332160798803 -0.001071068347710464 0.095545265947028182 7.6284606660454162e-05 2.8843803752866348e-05 1.6853443887800404e-05 -0.0019176745703345659 0.00089563119667976148 0.001260949470229933 -0.00089144082486557761 0.0001175514609249142 -0.00085847411027358759 0.00080193246805344051 1.6922328392322336e-05 0.02075762551995191 -5.1374082804814695e-05 0.047448141548134808 -0.076216814676961023
leaf_weight=3.9137764465183564 0.52418860660696864 1.0015041558817785 0.50857928147019027 1.0073465893344637 0.0018016604903497982 0.0015802037850524454 0.50263020660692626 0.0058657587815105208 0.0041987694518965659 0.0030667787508739663 0.0023836088243598397 0.0012554025940753298 0.001028122213028837 0.51823292633262852 0.0036012825156888084 1.5025633550692701 23.127596065654114 0.5002656605793161 0.51965614541825289 0.5138064603386735 0.51201880943767619 0.51339645753364394 1.5015344211847437 1.0077825720504479 0.50636964654048444 3.0051636438802243 0.0075343452613207398 0.50316215401725373 0.0017311723921331077 0.01321170077386391
leaf_count=557 201 9 33 23 723 65 103 8 28 31 14 182 6 83 18 49 1090 3 46 83 31 49 11 37 39 26 202 57 51 176
internal_value=8.52257e-08 1.20271e-05 0.000318379 0.000606924 -7.90356e-06 0.000171484 0.00151486 0.0361245 0.0145647 0.0371195 -0.0175765 0.033455 -0.00814963 -3.11513e-05 0.0883644 -1.51775e-05 2.28373e-05 -0.000208742 -0.0009688 2.02791e-05 4.03276e-06 -1.96523e-05 -3.71717e-05 -0.000274436 0.000259191 -2.86308e-06 -0.000210551 -0.00151105 -0.0341865 -0.0618899
internal_weight=41.7368 41.2126 2.51743 1.51593 38.6952 4.43939 0.52561 0.0229799 0.0171142 0.0129154 0.00624734 0.00386373 0.00228352 34.2558 0.00666806 33.7376 28.1994 5.53817 1.01992 28.1976 27.6838 27.1718 4.51825 2.50932 2.00893 26.6584 3.5308 0.525639 0.0224772 0.0149429
internal_count=4034 3833 65 56 3768 1012 455 352 344 316 267 253 188 2756 49 2673 2488 185 49 1765 1682 1651 136 48 88 1602 512 486 429 227
is_linear=0
shrinkage=0.1


Tree=909
num_leaves=31
num_cat=0
split_feature=8 15 21 8 10 8 23 19 7 19 21 6 17 6 16 19 23 8 5 10 13 7 21 16 21 23 22 15 23 6
split_gain=3.78844e-05 2.43308e-05 0.000107117 2.38132e-05 0.000206776 0.00128046 0.000356824 3.76969e-05 7.18929e-05 3.52494e-05 1.78974e-05 9.55469e-05 1.94489e-05 0.000194068 2.48664e-05 2.11327e-05 6.94902e-05 0.000100597 8.77278e-05 3.23236e-05 5.51822e-05 7.735e-05 4.87967e-05 3.86549e-05 7.775e-05 0.000129115 2.93865e-05 9.01932e-05 0.000315428 9.53126e-05
threshold=8.8430989333000021 46.435439118750004 15.285239689500001 8.7431769115000026 61.622148808000013 8.4434108459500017 0.093325000000000033 14.151141757350002 22.907491544400003 14.651182102100002 14.946136646400001 16.485385178400005 201.53484968420003 14.515339148550002 18.704956259700005 14.451165964200003 0.13041500000000003 8.3434888241000014 21.336111252450003 61.998532946250002 117.62810858150002 23.667467222350002 4.797392351550001 22.624947093000003 11.296310911850002 0.09450500000000002 -0.078504999999999991 31.233764884050004 0.11660000000000002 14.815346158200002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -5 -9 10 12 -12 15 14 -14 19 17 -17 -19 20 21 -6 -22 26 25 -25 -21 29 -29 -28
right_child=-2 2 -4 7 9 -7 -8 8 -10 -11 11 -13 13 -15 -16 16 -18 18 -20 23 22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.012160178275056893 -0.0008444061384342207 -0.0015576411739813901 0.00021839241553430649 5.4237758455306136e-06 -0.0017549378647579291 -0.09623695860740622 0.067607578488618467 -5.1059527285886917e-05 0.001632498690699559 0.00083454758032230686 0.00055229478280248228 -0.0013857809216937854 -0.00064411595610836176 -0.0019911876805722593 8.7719287897088173e-05 0.0013652872820386094 0.0013541380434327354 -0.00089202714028228003 0.00030568486643000551 0.00013593424442418932 -0.00050486285300805408 -3.3100066182278901e-06 0.00027003174461337931 -2.7631176809629377e-05 3.0842615075811376e-05 0.0022252105072029073 -3.4563762036488335e-05 -0.002820909709992605 -5.8314828566676937e-05 0.0013832190028173754
leaf_weight=0.0012506809976774438 0.52449830955796883 0.51307264317086421 1.004353227016608 1.5013529774205372 0.50834396060936871 0.0014692636104882695 0.0010166331432657216 0.50503128933723929 0.50957713118680203 0.50902340448737859 0.50866431780193611 0.50883726635856874 0.51174854174989626 0.52556823206985992 5.0060398074735417 0.5155235695240491 0.50706656462898525 1.0084687234666492 1.5537950653438839 9.0498819535420623 1.3640724739798318 0.50013205991126597 2.0103017747014746 0.50635963935272277 2.0033761625816879 0.51126225492043886 6.5293748794362196 0.52075888004941395 2.0029083678018651 0.51129741655156635
leaf_count=354 201 114 17 16 105 11 25 11 32 33 223 22 561 186 62 64 8 25 48 1025 20 3 32 40 17 14 535 140 14 76
internal_value=1.17496e-07 1.08661e-05 -0.000382121 2.58899e-05 5.73999e-06 -0.0235172 0.0236066 0.00032363 0.000794491 8.10449e-06 -3.36947e-06 -0.000416908 8.43473e-06 -0.000155047 1.98451e-05 4.18091e-05 0.00026943 9.07236e-05 -0.000165717 1.04468e-05 -0.000237195 -0.000886256 -4.32152e-05 6.0614e-05 0.000392408 0.00110422 6.76538e-06 -0.000115456 -0.000628376 6.83964e-05
internal_weight=41.7344 41.2099 1.51743 39.6925 37.1765 0.00373658 0.00226731 2.51596 1.01461 37.1728 36.6638 1.0175 35.6463 6.04336 5.51779 29.6029 3.58485 3.07779 2.56226 26.0181 4.38285 1.00848 3.37437 21.6352 3.021 1.01762 18.6142 9.56434 2.52367 7.04067
internal_count=4034 3833 131 3702 3643 390 379 59 43 3253 3220 245 2975 809 623 2166 145 137 73 2021 160 108 52 1861 71 54 1790 765 154 611
is_linear=0
shrinkage=0.1


Tree=910
num_leaves=31
num_cat=0
split_feature=8 15 7 23 19 22 20 18 8 23 23 20 5 22 2 22 21 10 10 13 20 13 21 23 21 14 16 22 16 21
split_gain=3.06687e-05 1.97014e-05 8.89908e-05 3.42075e-05 2.38201e-05 0.000217793 7.11863e-05 7.14015e-05 3.66886e-05 9.78187e-05 2.75909e-05 5.55969e-05 9.34352e-05 2.76139e-05 2.30306e-05 8.092e-05 0.000359603 0.000423055 1.88867e-05 7.84424e-05 0.000116166 4.49453e-05 4.41946e-05 2.45391e-05 1.94958e-05 0.000145255 3.13137e-05 7.42891e-05 3.3111e-05 5.41028e-05
threshold=8.8430989333000021 46.435439118750004 23.514778597300005 0.092260000000000023 14.451165964200003 -0.020814999999999997 41.965809985500009 13.603286548350003 8.3434888241000014 0.10721500000000002 -0.50325999999999993 33.96174662340001 17.719454526200003 -0.59502499999999992 41.467794892200004 -0.15076499999999998 11.065329869750002 70.332753150650021 61.998532946250002 117.62810858150002 40.720231579350006 117.58509325145 4.797392351550001 0.12084500000000002 8.9626214023500008 224.77131425235004 22.634947069650003 -0.080019999999999994 22.594947163200004 7.515317457250001
decision_type=2 2 2 2 2 2 2 2 2 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 10 6 7 8 9 -6 -1 12 -12 -13 -15 16 17 -16 19 20 -17 24 -21 -24 26 -26 28 -28 29 -20
right_child=-2 2 3 -5 5 -7 -8 -9 -10 -11 11 13 -14 14 15 18 -18 -19 21 22 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.016555731022982873 -0.00075953884036305186 -0.0014229183663670784 -0.00038468586591905657 0.00077954496791850572 0.0014616180828649324 0.002069393699608537 -0.0011165769842527223 0.0012410232567402443 -0.00022963554445255743 -0.0005070726997637333 0.0050368541012472453 0.013210342540429652 -0.038050707763956776 -0.015129917087053911 0.038529200636040588 0.00011197867640431528 -0.065381121692165478 -0.039698781492300189 2.9414449510667522e-05 -0.00046523633003670538 -0.0020319185033580486 0.00096216362908584574 0.00050432082817432225 -6.6191815053665026e-05 -0.0017513698988215602 1.234423126411448e-06 -0.00026438431525276979 0.0014517296889344422 -0.00053190747680304418 0.0010701541360103339
leaf_weight=0.001005811211114315 0.5247769806158179 0.50828311828992312 0.50293093567768188 0.50657470885016664 0.50827302265133789 0.5688561456864808 0.51223412814143632 0.50982205658806368 2.5138418028800515 0.50132285286781553 0.0010010780608267758 0.0015808291939752852 0.0010120876360522613 0.0010069290296986768 0.0015639837756159483 0.50057686950014624 0.0010204403579044414 0.0012389443033051233 20.105097459149224 1.3656509652628299 0.5104700566722824 0.50527307699303392 1.5151862555858742 1.5005804905085824 0.5172126415648356 5.5188974371073547 0.50205989310435939 0.5069677011317697 1.0072745552781288 0.5122260340412258
leaf_count=131 201 70 40 21 38 60 84 72 46 7 146 122 74 11 264 48 267 306 1168 26 105 10 48 8 127 334 22 23 39 116
internal_value=1.09678e-07 9.78343e-06 -0.000343801 0.000199531 2.33045e-05 0.000224734 -6.12064e-06 0.00013491 -2.51384e-05 0.000484049 -6.48937e-06 -6.97116e-06 -0.0166247 -6.00354e-06 -6.60786e-06 -6.16738e-06 -0.0145534 0.00395103 -4.55837e-06 -0.00017649 -0.000970459 2.722e-05 6.72463e-06 0.000220446 1.07427e-05 -0.00014894 5.33281e-05 0.000597846 2.79203e-05 5.52711e-05
internal_weight=41.7338 41.209 1.51779 1.00951 39.6913 5.11435 4.54549 4.03326 3.52344 1.0096 34.5769 34.5759 0.00201317 34.5739 34.5723 34.5713 0.00382337 0.00280293 34.5675 5.39246 1.01105 29.175 4.38142 3.01577 28.6697 6.03611 22.6336 1.00903 21.6246 20.6173
internal_count=4034 3833 131 61 3702 307 247 163 91 45 3395 3264 220 3044 2922 2911 837 570 2074 235 153 1839 82 56 1829 461 1368 45 1323 1284
is_linear=0
shrinkage=0.1


Tree=911
num_leaves=31
num_cat=0
split_feature=8 8 16 22 4 9 22 17 17 22 22 6 16 20 22 15 12 15 3 4 7 21 20 16 10 15 20 20 7 4
split_gain=2.48291e-05 1.96399e-05 5.11783e-05 1.55523e-05 2.7416e-05 3.61415e-05 1.44845e-05 0.000471339 0.000691746 6.02666e-05 0.000123495 0.000324737 6.22634e-05 4.25987e-05 0.000181741 0.000103722 4.74379e-05 0.000103396 6.40082e-05 3.8833e-05 6.62332e-05 3.56408e-05 0.000152484 6.30651e-05 0.000131944 0.000191288 5.037e-05 3.27385e-05 3.0651e-05 2.33903e-05
threshold=8.8430989333000021 8.7431769115000026 22.614947116400003 0.26941000000000009 142.34057910165004 66.346857137250012 -0.037054999999999998 179.11813834395002 174.76883460675 -0.053159999999999992 -0.067109999999999989 14.865347326450001 15.454963859600001 41.481306584950012 -0.0019399999999999999 36.207782793200003 160.88117028045005 27.689912074550005 93.090551224900011 169.62532823300003 22.407814303000006 10.109275982950003 41.806790701050012 22.604947139800004 61.901748453550006 34.884393272300009 42.940640897800002 38.748048509250005 25.225775578450001 201.91631403790004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 7 8 -7 10 19 -12 -11 14 -8 29 17 28 -18 20 -9 23 -23 26 -25 -26 27 -21 -16 -15
right_child=-2 2 -4 -5 5 6 13 9 -10 12 11 -13 -14 15 16 -17 18 -19 -20 21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.013731705138485324 -0.0006832390947877692 0.00082919760947167066 -9.0433140700909263e-05 -0.00055839201690122998 0.017821720482787819 0.0029425007201750496 0.0020309456208657066 -0.00026267820639368737 -0.096976392314084323 -5.2301729923806488e-06 -0.00016909296980701768 0.0029045254929967058 -0.00091341007136710995 0.00065455185437072615 0.0007690928296208105 -0.0014764172902586143 9.583993232003033e-05 -0.0014444303826412037 0.00099889778020068065 -0.00077987193322032015 0.0013535014109820635 -5.2610827783131577e-05 0.0017845023531820753 -0.00012107190235265104 -8.3367984686444528e-05 -0.0028210918540082855 -0.001007625406327295 3.6360892881112468e-05 -0.0001321177867257605 -6.2018230709442654e-05
leaf_weight=0.0014536024752932466 0.52502768974988256 1.0123879972517493 1.5043592020833214 0.50811782881592549 0.0011376171667539783 0.0015761255969151807 0.52515303367460386 0.50212871947724369 0.0012363903557142536 1.5026133751725894 1.0048190787204578 0.52247718387616959 1.517050787212838 0.50679141818554629 0.50403778850710068 0.51762531640695009 3.5091775391775455 0.55819601127848262 1.0110113176862272 0.51430458847089511 0.51224858598848755 3.5145154445253954 0.51845480593517912 2.3606633200124634 0.49974289736564947 0.5215913999254389 0.51837721893841227 11.031374806862223 1.5019756928363479 4.5036550157176141
leaf_count=27 201 29 36 152 776 369 108 39 122 9 44 66 40 111 46 83 114 53 27 224 102 125 138 30 3 111 181 463 48 157
internal_value=1.05611e-07 8.812e-06 0.000279498 -8.79518e-06 -1.48153e-06 -2.00436e-06 -2.53543e-06 -4.71465e-05 -0.0409821 -4.25487e-05 1.49002e-05 0.00088237 -0.000461491 8.25031e-05 0.000235981 -0.000128764 0.000102924 -0.000240644 0.000297823 -4.97491e-05 0.000553473 -8.11621e-05 0.000183558 -0.000150281 -0.000531913 -0.00148151 -4.32948e-05 1.63906e-09 9.43235e-05 1.04607e-05
internal_weight=41.7333 41.2083 2.51675 38.6915 38.1834 38.1819 38.1808 25.0432 0.00281252 25.0404 22.0207 1.5273 3.01966 13.1376 7.60955 5.52807 7.0844 2.56421 4.52019 20.4934 1.01438 19.479 4.03297 15.4461 3.382 1.02133 12.0641 11.5457 2.00601 5.01045
internal_count=4034 3833 65 3768 3616 3589 2813 2066 491 1575 1526 110 49 747 396 351 288 147 141 1416 141 1275 263 1012 144 114 868 687 94 268
is_linear=0
shrinkage=0.1


Tree=912
num_leaves=31
num_cat=0
split_feature=20 20 2 23 6 20 19 22 12 18 4 8 3 20 12 5 21 7 20 7 23 10 18 21 6 23 23 12 19 12
split_gain=2.03323e-05 0.00449377 0.000506615 0.000415423 7.19404e-05 0.00100903 5.7227e-05 3.99826e-05 0.00125522 3.04987e-05 2.94814e-05 6.53865e-05 2.63333e-05 0.000302502 5.40876e-05 0.000170112 5.39265e-05 4.26045e-05 0.000105532 4.12231e-05 3.65753e-05 3.75726e-05 5.61158e-05 4.10249e-05 0.000140918 4.68625e-05 0.000122282 4.08435e-05 3.69153e-05 1.90425e-05
threshold=38.478081868400004 38.748048509250005 65.896304893200011 0.093325000000000033 16.585387514950003 38.804080188450008 14.451165964200003 0.23835000000000003 69.826413229550027 14.642476607400001 193.19324462480003 8.543332867800002 93.281431752200021 41.975471476700008 149.58082149560002 21.043187000650004 14.70115454445 23.165384528550003 41.32819714970001 22.649177329550003 0.13041500000000003 61.993156030000002 13.303774303900001 3.2025200283000004 14.745344522600002 0.095750000000000016 0.11531000000000002 198.57093999515004 14.451165964200003 86.968866757150025
decision_type=2 2 2 2 2 2 2 2 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 9 8 -7 10 -1 -12 16 14 15 19 20 18 -16 -14 21 27 -23 24 -24 28 -27 -10 29 -25
right_child=1 4 3 -5 -6 7 -8 -9 12 -11 11 -13 13 -15 17 -17 -18 -19 -20 -21 -22 22 23 25 -26 26 -28 -29 -30 -31
leaf_value=1.4559098737595024e-05 -0.10043472330984267 0.087791920454689601 -0.086008166816712084 -0.017314588022039709 -0.0011853943459358453 0.090584839758673624 0.0011403634720811501 -0.00087950955132166464 -0.00068603948439255021 -0.00065317759524117938 0.0014243012906943629 -0.0001819994815464712 -0.00047180394215360516 -0.0024759292679077905 -0.0012571646696493046 0.0020177681132849301 0.001077361872858179 6.9680579463564152e-05 6.2223565520453766e-05 0.00043389430622558091 0.00051950238693326801 0.00078738230075204555 -0.00016756580990938012 0.00066092483081694889 0.0018617241850009706 -0.0017856533477397019 9.9141383252162229e-05 5.0148402929197279e-05 -0.00080702110530698362 3.6400558819319029e-05
leaf_weight=3.3711411402853537 0.0041200640489417245 0.0013092952697196783 0.0016284210912933458 0.0019163926514398355 0.51404409776868121 0.0015301719977064412 0.55715244583188894 0.50625100122692046 1.507124481664522 0.52007296393182922 0.51221288358588857 0.50156388606774271 1.0064308779947149 0.52042952687551647 1.015032991817862 0.51479624476161934 0.51334642996335489 3.5124564082066172 1.5052546376962754 1.0037469381932167 1.5110214070904877 1.0085262248567612 1.007881875287693 0.50354982014567795 0.51810647472152016 0.52459552255841724 1.001111546802103 1.5073084377583539 0.51166866651146747 16.047693289054244
leaf_count=180 3 12 28 16 351 9 56 104 14 502 152 18 17 368 33 78 216 40 20 23 44 38 264 33 177 121 21 33 40 1023
internal_value=9.91368e-08 -2.69875e-05 -0.0765879 -0.0488711 -1.0805e-05 6.08463e-06 0.000179966 2.8694e-06 1.55449e-05 7.08751e-05 0.000156751 0.000629587 1.16123e-05 -0.000135135 7.21807e-06 0.000395815 6.25334e-05 -0.000155427 -0.000469153 -1.95595e-05 4.2222e-05 1.2344e-05 5.94757e-05 2.29792e-05 0.000521423 -1.79394e-05 -0.000548922 -0.000317923 2.95393e-05 5.54009e-05
internal_weight=41.733 36.2709 0.00766488 0.00354481 36.2632 35.7492 5.46214 35.7479 35.2416 4.90499 4.38492 1.01378 35.2401 9.07815 8.55772 2.52497 26.1619 6.03274 2.52029 2.01018 25.6486 24.1376 21.1231 20.1146 1.52599 18.5886 1.52571 3.01443 17.0629 16.5512
internal_count=4034 3126 47 44 3079 2728 908 2716 2612 852 350 170 2603 579 211 118 2024 93 53 40 1808 1764 1717 1679 441 1238 142 47 1096 1056
is_linear=0
shrinkage=0.1


Tree=913
num_leaves=31
num_cat=0
split_feature=12 18 21 8 15 7 3 19 7 22 9 15 17 20 5 22 13 22 3 16 16 18 4 6 16 6 6 6 16 20
split_gain=2.65963e-05 3.82873e-05 0.000267699 2.74139e-05 1.95144e-05 8.29386e-05 3.1041e-05 3.00226e-05 9.21051e-05 6.28799e-05 0.000161398 0.000186588 4.13753e-05 7.75837e-05 4.8239e-05 0.000114821 3.65531e-05 3.44198e-05 6.3068e-05 3.37152e-05 4.78143e-05 8.43082e-05 3.87555e-05 0.00102012 0.0023582 0.00164462 0.000853221 0.000803792 0.00101876 0.000664585
threshold=63.174563425750001 12.551858988050002 3.8781687083500005 8.8430989333000021 46.435439118750004 23.514778597300005 92.913112988300014 14.351157895250003 22.381996090050006 -0.067109999999999989 200.95377551580003 37.491361913600009 195.42788627465004 41.481306584950012 22.387336278850004 -0.084275000000000003 117.67650082785001 -0.092710000000000001 93.14163192940002 22.594947163200004 22.634947069650003 13.043896815850003 288.96005626495008 16.525386113000007 22.554947256700004 16.385382841850003 13.200308423050002 13.835323260100003 20.514952027100005 37.445036092900004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 8 -3 12 11 -11 14 16 15 17 -14 18 -9 22 21 -21 -10 24 25 26 -24 -28 29 -29
right_child=1 3 -4 -5 5 6 -8 9 19 10 -12 -13 13 -15 -16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.013722003178210993 0.042339004500676271 0.026559551378051261 -0.022485835063711098 -0.00071942951039152153 -0.0013846046345091633 0.00073674211766222282 -0.00037235872044872774 -0.00026297448372652191 1.8916997743220294e-07 -0.00014424473709942476 0.0021325354561540682 0.0018542505846316797 0.0006401992706969432 -0.0014624210803541344 -7.8094016628610667e-05 0.0018015136595875749 -0.00056269263750101384 -0.00029279293362472999 0.0013167228526616359 6.8017026008250581e-06 -4.7152655386688806e-05 -0.0012873681258707716 -0.037073125743690871 0.00016065672399292864 0.091331692531396197 -0.10013277651042084 0.082858044758492802 0.019743154347233179 0.085121199122006261 -0.093303432661368507
leaf_weight=0.0014124319066003413 0.0013714085105798182 0.0013020359851364507 0.0011896326064170237 0.52333534991981778 0.50838577597328205 0.50417797310979018 0.50520026472525847 0.50122642723727062 20.620963868298645 2.5073377606640861 0.52012992274831038 0.57414766871485756 0.50962133995244563 0.51676552042761148 4.8650640088280852 0.50968899913277654 0.50094179290738339 1.0052589110109682 0.50977639237862604 1.0006567718337458 4.0172235461373162 1.012896187807385 0.0020413286213799009 0.5006910350130056 0.0040960146332054146 0.0013929402775829658 0.0023519211937736983 0.0010716443836962242 0.0010652616401785053 0.001010315394290251
leaf_count=31 137 440 214 153 70 18 43 6 1433 30 58 82 45 85 57 87 16 25 44 11 78 37 673 4 6 3 35 21 9 83
internal_value=6.54473e-08 5.29893e-07 0.0122271 -2.20514e-07 8.91411e-06 -0.000342991 0.00018163 2.23722e-05 -3.66729e-05 0.000150493 0.000503146 0.000228118 8.07608e-06 -0.000465745 0.00010599 0.000460541 4.3919e-05 0.000121558 0.000533554 -3.79476e-05 -0.0002465 -0.000644217 2.15628e-05 0.000879509 0.0285033 -0.000303772 0.0181375 0.0386321 0.0055821 -0.0351151
internal_weight=41.7318 41.7304 0.00256104 41.7278 41.2045 1.51776 1.00938 39.6867 27.1668 12.52 3.60162 3.08149 8.91834 1.52733 7.39101 2.52595 1.01056 2.01626 1.011 27.1655 6.03078 2.01355 21.1347 0.51372 0.0130294 0.00893341 0.00754047 0.00549914 0.00314722 0.00208196
internal_count=4034 4003 351 3652 3499 131 61 3368 2833 535 170 112 365 146 219 162 61 75 50 2393 126 48 2267 834 830 824 821 148 113 104
is_linear=0
shrinkage=0.1


Tree=914
num_leaves=31
num_cat=0
split_feature=12 7 7 5 15 22 17 8 22 20 21 15 21 21 4 21 19 13 20 16 13 21 9 18 17 7 20 14 20 8
split_gain=2.1586e-05 3.96644e-05 0.000107247 2.448e-05 2.1226e-05 2.66724e-05 0.000211887 4.00708e-05 3.95006e-05 0.000114641 2.126e-05 4.1769e-05 0.000108358 3.60066e-05 2.96892e-05 2.57039e-05 7.06257e-05 4.39149e-05 7.20401e-05 0.000127758 0.000358469 3.52568e-05 3.52273e-05 3.47583e-05 0.000146627 2.98653e-05 3.4428e-05 6.45334e-05 4.58753e-05 0.000108221
threshold=63.174563425750001 19.716522186550005 21.506492748250004 12.035423697300002 18.563284541500003 0.22598000000000004 175.0619478289 8.8430989333000021 0.12427500000000002 34.19870408380001 15.803805445550003 46.074827201850006 15.285239689500001 15.039695091900002 310.84398244705005 10.109275982950003 14.451165964200003 117.57433941890001 40.206947806850003 22.614947116400003 117.69263157665002 11.065329869750002 201.09804420775001 13.276755824150003 188.83172615260003 22.938075114600004 36.893814626400008 161.40546423680004 38.748048509250005 8.3434888241000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 8 9 -8 11 13 -13 14 15 17 21 23 -19 -20 -21 -17 -23 24 -11 -25 27 -27 29 -28
right_child=1 2 3 4 5 -7 7 -9 -10 10 -12 12 -14 -15 -16 16 -18 18 19 20 -22 22 -24 25 -26 26 28 -29 -30 -31
leaf_value=-0.012373113108151862 0.017131959195655435 -0.031547219180811326 0.012841054574143917 0.00045431813793095756 0.040219132869390745 -0.00072644576346256903 0.02877181028345643 -0.000873556492623907 0.00084220556981691821 -7.9170864735448099e-05 0.00063288197634749034 -0.0016663459249560309 0.00039792702984345801 -0.0005863835238244402 0.00077253395527526357 0.00060545494745780791 0.00094360594266770499 0.00030743033525497745 -0.00016232749392421574 -0.0033204957614484092 0.00041607747109791984 6.9495290009430829e-05 -0.0005742383791334792 -0.00077646814909468006 0.0018830595838333179 -0.00023515307597990647 -0.0016989667253300472 0.0013602011517106676 8.2764621699511051e-06 0.0003589601847743355
leaf_weight=0.0014099132240791281 0.0013514476537953559 0.0010775831174915087 0.0014847281439277485 1.0050265375761416 0.0013097443244508558 0.51433278793859116 0.0013844692482000145 0.52191261490634033 0.56015898508814999 1.5037161505216041 0.51633401070076601 0.51412819686830491 0.50314741731727963 1.0052646197225374 0.51721261244002548 1.0088912085391255 1.0160353523860974 1.3666169862444792 2.5035587503284948 0.52314378188501087 0.50419170878609521 5.5099857038342179 1.0051756050787028 0.50577230348676749 0.5099646338057936 0.50284208300763988 0.51624252219337552 0.51144693528777019 18.071871897588863 0.50599914908116261
leaf_count=31 307 417 990 220 28 114 32 121 76 45 68 142 12 35 212 39 34 34 34 49 28 81 56 17 45 8 73 67 584 35
internal_value=1.02287e-07 5.20339e-07 -3.44949e-08 7.80196e-07 3.23299e-07 -1.08818e-05 -1.72801e-06 -3.03827e-06 8.4108e-06 -3.52741e-06 -4.54574e-06 -1.30712e-05 -0.000645351 4.04078e-06 2.02652e-05 9.47696e-06 0.000161038 -3.75469e-05 -0.000309049 -0.000547655 -0.00148667 5.53619e-05 -2.98216e-05 2.12163e-05 0.000417764 -1.75202e-05 1.56908e-06 0.000569291 -2.85886e-05 -0.000680314
internal_weight=41.731 41.7296 41.7282 41.7272 41.7257 40.7206 40.2063 40.205 39.6831 39.1229 39.1215 38.6052 1.01728 37.5879 36.5827 36.0655 8.54009 27.5254 4.89751 3.53089 1.02734 7.52405 6.51516 22.6279 2.01368 20.6142 20.1084 1.01429 19.0941 1.02224
internal_count=4034 4003 3696 3279 2289 2069 1955 1927 1806 1730 1698 1630 154 1476 1441 1229 210 1019 145 111 77 176 137 874 90 784 767 75 692 108
is_linear=0
shrinkage=0.1


Tree=915
num_leaves=31
num_cat=0
split_feature=6 7 22 20 17 22 8 2 20 7 6 10 15 10 0 0 5 13 2 5 22 9 6 20 9 2 17 20 22 12
split_gain=2.12662e-05 9.05152e-05 0.00078127 8.78033e-05 0.000121482 0.000103896 0.000294129 7.16151e-05 6.77318e-05 5.14402e-05 5.87492e-05 0.000127708 0.00180554 0.00457811 0.00584013 0.00273414 0.00207626 0.00140277 0.000530034 6.00937e-05 5.23705e-05 0.000282861 6.0075e-05 5.19415e-05 7.03059e-05 4.48136e-05 4.34238e-05 3.08646e-05 7.97555e-05 2.31766e-05
threshold=16.465384711100004 22.407814303000006 -0.087234999999999993 40.563919884450009 192.94032447935004 -0.059424999999999999 8.3434888241000014 97.254132369200008 33.96174662340001 22.747724408400003 14.845346859150002 62.55235532115001 36.124429763000009 66.590419433100024 93.399723909900004 94.047642319350018 19.749058312400006 113.13031812925001 84.740378741850009 18.946524085150003 -0.078649999999999984 194.04304600165003 16.415383542800004 43.182896969600009 194.45262321395003 216.11743889730002 191.58460912770002 41.827117825850003 -0.081354999999999997 69.826413229550027
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 25 26 -2 -3 -10 19 20 13 17 16 -16 18 -13 -15 29 22 -22 23 24 -12 27 -7 -5 -29 -11
right_child=3 8 -4 5 -6 6 -8 -9 9 10 11 12 -14 14 15 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.035507776981021935 0.0011850077122590235 -0.018968863936538374 0.06917652647823877 -0.00011220052299496219 0.0016850805097017433 0.00061327822571211629 -0.0029704073993872143 -7.643661061227145e-05 -0.00093383175409613253 0.00066140413271348862 -9.7335625147446791e-05 0.10003191632550752 9.8113354724749995e-05 -0.049652009218084298 0.070915073125098885 -0.018630007642259694 0.0065129544237328392 0.038462352665383184 -0.10006184553242015 -0.0011080370931278345 1.971809069958672e-05 0.0026173060076859177 0.00019437768563308907 0.00030498717581626156 -0.0017651486816155537 0.00077391536845217276 -0.00069922375553100051 -0.001585365469779685 0.00018706082214378181 -2.7868540936176902e-05
leaf_weight=0.0013983617767507387 0.50861992658147848 0.0018725789412837859 0.0014543991428252411 6.0125841917579281 0.51974527908379275 0.50546602607827795 0.51940444639721395 3.9088199235365657 0.52115849288875082 0.50262598702102934 0.50167472725388396 0.0067121827432526935 0.5157343237697205 0.00347894382002778 0.0097963336229440756 0.0052304588555358586 0.0040927764620164462 0.0082471599089330994 0.0052086457999394042 0.51108106258082386 2.0034400605273333 0.53013924408547541 5.0126710040546776 0.50412696481503072 0.50939727596363582 0.50838153839366107 0.50283591378835468 0.51300117978834248 0.50261512032084688 16.569775468526281
leaf_count=257 92 160 98 116 65 139 92 180 126 4 19 14 67 20 37 35 12 30 35 198 24 126 60 31 47 113 16 137 13 1671
internal_value=1.04915e-07 5.08313e-05 0.0178625 -0.000100356 0.000238953 -0.000285173 -0.00103714 6.88049e-05 4.89986e-05 5.02831e-05 6.91366e-05 0.000267817 0.00173542 0.0214802 -0.00251744 0.0397466 -0.0522103 0.0660883 -0.0798752 -3.95617e-05 0.000177361 0.000563251 2.75911e-05 -0.000524182 -0.000937612 -0.000132745 -4.1261e-05 -0.000198328 -0.000708215 -7.57577e-06
internal_weight=41.7308 27.7293 0.00285276 14.0015 4.93719 9.06429 1.52771 4.41744 27.7265 27.7246 27.2034 9.61995 0.558501 0.0427665 0.0278072 0.0150268 0.0127804 0.0149593 0.00868759 17.5835 9.06145 2.53358 6.52787 1.5152 1.01107 7.53658 1.0083 7.0282 1.01562 17.0724
internal_count=4034 3071 355 963 337 626 247 272 2716 2556 2430 557 250 183 139 72 67 44 55 1873 307 150 157 97 66 379 155 266 150 1675
is_linear=0
shrinkage=0.1


Tree=916
num_leaves=31
num_cat=0
split_feature=6 20 22 8 23 7 22 7 5 5 5 0 5 5 5 5 5 6 3 5 6 22 17 18 0 6 21 7 16 23
split_gain=1.72464e-05 7.19497e-05 0.000144021 0.000174531 5.41652e-05 0.000204755 4.37436e-05 3.73908e-05 0.000745453 0.00212863 0.00155096 0.00291497 0.00283234 0.00177992 0.00106128 0.00134814 9.75218e-05 4.76933e-05 0.000231279 8.63193e-05 5.50035e-05 0.000135564 0.000245452 3.54878e-05 0.000248201 0.000135159 4.11705e-05 3.08498e-05 8.61591e-05 2.9697e-05
threshold=16.465384711100004 40.633548727200008 -0.059424999999999999 8.3434888241000014 0.10249000000000003 23.165384528550003 -0.074349999999999986 22.747724408400003 19.234448447350001 23.042623356550003 20.374719724350005 86.420486603250012 20.872540794500004 22.387336278850004 20.911722254300006 22.053438739150003 21.566902724800006 16.235379337050002 92.781378539900018 20.769304081650002 16.385382841850003 -0.086139999999999994 188.19076296340003 13.843998451900001 93.399723909900004 14.745344522600002 7.0441631297000011 23.779256055650006 22.594947163200004 0.10469000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 6 -4 5 -2 27 8 -1 10 11 -10 -12 14 -14 16 -16 19 -19 23 -20 -22 -23 -9 -25 26 29 28 -3 -26
right_child=1 2 3 -5 -6 -7 -8 17 9 -11 12 -13 13 -15 15 -17 -18 18 20 -21 21 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=2.5327309640757035e-05 0.0023012712984250908 -0.0015612302507553213 -6.2976218154572669e-05 -0.0026682140260068689 -0.00010010086174858215 7.4866551916793841e-05 0.00078014251312298556 0.00036144928872586094 0.1000117229485227 0.078184287579494305 -0.091442611156723891 -0.047770315610958618 0.10000444094349054 -0.10005049524333842 -0.047006115266495903 0.083356144163854853 -0.017115822564864828 0.002284272025972861 -0.00041674917089342089 -0.001286960423491483 4.4547841262320662e-05 -0.00026814540245021352 0.002830946581116307 -0.00220521390833114 4.3553021598711258e-05 0.0016075084551696872 -0.00090769753700963853 9.7412198336496839e-05 -0.00018394149202593439 -0.00051933966320281478
leaf_weight=0.5011287709616804 0.52001639790464738 0.51217840164609008 0.50836331939025459 0.52035431088336104 2.907794604182584 2.0085504925360738 0.50441916675488574 2.5104990345579514 0.0024273962336880343 0.0020870433833755286 0.0069202959551683532 0.0029651053224950341 0.0012136580274578765 0.001660733337181225 0.0016900139654844812 0.0014177899955044879 0.0030824024479545829 0.53041714175492227 1.5057690830079051 0.52625188282515623 5.0042945126367746 0.50246089373168767 0.52009643965009289 0.51384382741996049 13.545942194703478 0.5238824390793021 0.51206605081008127 2.5079010428215831 4.0127218062859811 1.0069330959295406
leaf_count=152 235 194 153 92 63 53 16 43 22 100 25 28 10 29 30 63 27 100 52 189 51 10 93 99 1104 100 637 54 103 107
internal_value=1.69415e-07 -9.02957e-05 -0.000270881 -0.00138078 0.000194247 0.000532741 -0.000119396 4.58548e-05 -0.00079037 -0.0182112 -0.0276221 0.0187527 -0.0432667 -0.00648714 0.0144997 -0.00226444 -0.0277006 6.19812e-05 0.000265986 -2.39616e-05 0.000123866 0.000258935 0.00130812 1.17472e-05 -4.27733e-05 2.85057e-05 -2.6404e-05 -0.000183915 -0.000339838 4.60572e-06
internal_weight=41.7293 14.0023 8.56594 1.02872 5.43636 2.52857 7.53722 27.727 0.524593 0.0234644 0.0213774 0.0053925 0.0159849 0.0090646 0.00740386 0.00619021 0.00477242 27.2025 8.06304 19.1394 7.53262 6.02685 1.02256 18.6132 16.1027 15.5888 15.0649 7.0328 4.5249 14.5529
internal_count=4034 963 612 245 351 288 367 3071 486 334 234 50 184 159 130 120 57 2585 306 2279 206 154 103 2090 2047 1948 1848 351 297 1211
is_linear=0
shrinkage=0.1


Tree=917
num_leaves=31
num_cat=0
split_feature=15 21 19 22 6 22 22 22 23 19 19 8 6 5 13 15 15 2 12 19 15 22 17 20 17 23 16 5 6 0
split_gain=2.78502e-05 0.000102459 3.10769e-05 3.07109e-05 0.000186625 7.22219e-05 7.47897e-05 0.000126116 2.0389e-05 6.27134e-05 3.4495e-05 6.98502e-05 7.83418e-05 1.75236e-05 1.72334e-05 6.42681e-05 4.73468e-05 2.92851e-05 5.86982e-05 5.17418e-05 4.80514e-05 0.000101203 0.00022497 4.0549e-05 7.42795e-05 0.00020053 2.75037e-05 2.63216e-05 2.56908e-05 9.14644e-05
threshold=46.435439118750004 15.285239689500001 14.651182102100002 -0.50001499999999999 13.78532209185 -0.25073999999999996 -0.23401999999999998 -0.16276499999999997 0.13041500000000003 14.351157895250003 14.551174033150001 8.2435668022500028 16.555386813950005 12.290720980000001 117.67112391160002 39.296024648600003 41.800301886400014 171.97230602530001 207.88043775810004 14.251149826300002 39.296024648600003 -0.086719999999999992 187.51563899930002 40.890797847750008 193.96328872865004 0.08481000000000001 22.644947046300004 21.788492303450003 16.235379337050002 93.399723909900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 -7 -8 10 -10 13 -12 -13 -9 17 -16 -17 20 -19 -20 26 -22 -23 -21 -25 -26 27 28 29 -15
right_child=1 -3 -4 5 -6 6 7 8 9 -11 11 12 -14 14 15 16 -18 18 19 23 21 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.012104425575817592 -0.0015692161132737472 0.00016727921151577421 0.00078821246308894094 0.023480013408184862 -0.039108313911938884 -0.026655824490172165 0.027879487856584069 -0.011006869548151096 -0.00020110804992060405 0.00071038761283222403 0.00061096003138484353 -0.0017553884238029648 -0.00024673524545016479 -0.00094569627613653214 0.0012672506553132058 -0.00046853163524728734 0.0005402806139834579 -0.001235523516357798 0.00084027019138358601 0.00035687676458743346 -2.7541507120553572e-06 -0.00027957478365870069 0.0026880603465560104 -0.00010294550902895774 0.00032993875832409839 -0.0024717957843612363 -0.0004260905302853174 -0.00069716634311925213 0.00022972939136159271 3.2992391524100736e-05
leaf_weight=0.0016265502150883951 0.51358860243086368 1.0040555644565925 0.51450649506236246 0.0013107146947594064 0.0012649312368857579 0.0010520856491841304 0.0016232701092268034 0.001444087742099919 1.5073734747460386 1.5119656694432704 0.50418114755666743 0.51296625532040718 1.0462262740629631 1.0194960257341623 0.50727228023066517 1.005468668012959 0.86587517742941589 0.50938999320172218 0.51554561105095231 1.0042863779658544 2.0006104736480386 0.50538370032518176 0.51653305553060136 3.0057744135490481 0.50412746877047687 0.51790438780741965 1.5078564174755218 0.50595474916555616 5.039294882942726 15.073553114972844
leaf_count=249 129 19 67 86 145 158 270 830 66 26 32 50 25 103 38 31 29 87 323 32 24 16 40 31 35 71 35 203 170 614
internal_value=1.46379e-07 -0.000420371 1.6018e-05 6.0093e-06 -0.0102995 6.76003e-06 5.98488e-06 6.69162e-06 5.55161e-06 0.000255333 -1.50154e-05 -0.000412219 -0.000743074 8.66791e-06 9.1276e-06 0.00026888 -1.75185e-06 -1.0045e-05 -0.00020819 -0.000113859 3.58178e-05 0.000410805 0.00122043 -0.000211611 -0.000353357 -0.00108981 -1.31497e-05 1.56259e-05 3.26917e-05 -2.90076e-05
internal_weight=41.7275 1.51764 40.2099 39.6954 0.00289148 39.6925 39.6912 39.6901 39.6885 3.01934 36.6691 2.06337 1.55919 34.6058 34.6043 2.37862 1.87134 32.2257 6.05703 5.54764 26.1687 3.02253 1.02192 5.03209 4.02781 1.02203 23.1462 21.6383 21.1323 16.093
internal_count=4034 148 3886 3819 394 3425 3339 3181 2911 92 2819 107 75 2712 1882 98 60 1784 579 492 1205 80 56 169 137 106 1125 1090 887 717
is_linear=0
shrinkage=0.1


Tree=918
num_leaves=31
num_cat=0
split_feature=3 20 7 7 7 7 7 7 7 21 5 17 21 22 15 21 23 23 9 8 22 20 15 14 15 16 16 23 4 18
split_gain=2.4391e-05 0.000251082 0.00227821 0.000695082 0.00110712 0.000824645 0.00118205 0.000361849 0.000200823 5.02264e-05 8.90922e-05 8.03225e-05 0.000190708 6.25254e-05 7.25754e-05 4.95823e-05 3.36748e-05 3.17074e-05 0.000267759 0.000173681 3.32307e-05 0.000206016 2.60245e-05 2.63431e-05 4.6569e-05 3.47633e-05 4.77416e-05 4.58655e-05 4.06566e-05 8.38531e-05
threshold=93.281431752200021 41.942745071500006 23.296055099200004 22.105125139000005 22.907491544400003 22.721067571950005 22.516377366000004 23.032902590750002 22.314221067900004 15.974186315300003 24.346375512250003 191.58460912770002 14.169342482300001 -0.053159999999999992 42.841315546000011 14.70115454445 0.091290000000000024 0.13041500000000003 184.36538191430003 8.4434108459500017 0.086310000000000026 38.179089776100007 45.169600924000008 300.28003674255007 37.050691080100002 22.654947022900004 22.634947069650003 0.11002000000000002 274.40025405315004 13.603286548350003
decision_type=2 2 2 2 2 2 2 2 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 9 3 -3 5 6 -5 -6 -1 10 11 13 -13 16 -15 17 -2 18 -10 -19 22 -22 23 25 -25 26 27 28 -20 -30
right_child=1 2 -4 4 7 -7 -8 -9 15 -11 -12 12 -14 14 -16 -17 -18 19 20 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.039332054013498235 -0.00041378349556171827 0.017076315533037491 -0.0010443311913007057 -0.1000239324019415 0.027393613433592697 -0.10006919443120516 -0.0064204099974273987 -0.027187393087393832 0.041444201742801515 0.00094757373852795586 -0.001357508288856546 0.002184364673411824 -0.00055116774593980393 -0.0016139421422298864 4.7274314961463535e-05 0.0010196106069860918 0.00012112025272135593 -0.00012798738731949154 5.8147280937485187e-05 0.0020065862154804944 0.00087452009124495229 -0.001954357871722968 -0.0006866585693810893 -0.00014773588148041594 0.0012062891840598595 -0.00056008531239966819 0.00071304944327196113 -0.0009321394305007156 0.00032933608205352251 -0.0014900647173050493
leaf_weight=0.0012951514867783889 1.5073107494032747 0.0020316841616891948 0.50473525179941536 0.0021443080004104331 0.0018044644385513129 0.004027591009614806 0.003638084744977732 0.0037158993098511672 0.0015590252278191432 0.50927082295493242 0.509985976820725 0.51735201296568767 0.50227030297537567 0.55243913540042544 0.50193402646982577 0.51454198970814502 5.3697168940298496 1.5030001079943169 22.612928125991957 0.51069824275327835 0.50868784882617935 0.52121538380035359 0.50956354337449639 0.50432384338250347 0.51175268440404409 1.0096696094853985 1.006779248244128 0.50566915367003318 0.50170509548479436 0.5116564132349728
leaf_count=182 51 317 59 55 27 37 33 33 640 20 329 68 9 37 10 200 64 63 941 20 60 145 44 252 122 30 7 63 6 110
internal_value=1.43741e-07 -0.000131769 -0.00226948 -0.0378861 -0.0451701 -0.0653292 -0.0411318 -0.00934627 4.44555e-05 -1.98273e-05 -7.19009e-05 1.3468e-06 0.00083683 -0.000106059 -0.000823121 4.60884e-05 3.87975e-06 2.9782e-05 2.87347e-06 0.000413366 6.22632e-07 -0.000557124 2.13794e-05 3.46611e-05 0.000534226 1.5249e-05 3.83567e-05 1.02086e-05 3.03775e-05 -0.000589298
internal_weight=41.7274 10.4924 0.522097 0.017362 0.0153303 0.00980998 0.00578239 0.00552036 31.235 9.97028 9.46101 8.95102 1.01962 7.9314 1.05437 31.2338 6.87703 30.7192 28.7055 2.0137 28.704 1.0299 27.674 27.1645 1.01608 26.1484 25.1387 24.132 23.6263 1.01336
internal_count=4034 1149 561 502 185 125 88 60 2885 588 568 239 77 162 47 2703 115 2503 2420 83 1780 205 1575 1531 374 1157 1127 1120 1057 116
is_linear=0
shrinkage=0.1


Tree=919
num_leaves=31
num_cat=0
split_feature=8 19 23 9 7 22 5 8 20 23 6 18 7 6 0 22 17 2 23 6 6 6 6 5 6 20 21 19 6 15
split_gain=2.22815e-05 2.14569e-05 0.000128257 7.46317e-05 0.000116838 0.00014457 0.000103983 0.000196013 4.98847e-05 5.39783e-05 2.65727e-05 4.02382e-05 3.93133e-05 3.71357e-05 8.66152e-05 7.39761e-05 0.000201375 7.21837e-05 0.00238684 0.00142385 0.00164435 0.00110835 0.000392107 7.39581e-05 7.82262e-05 6.16414e-05 2.86419e-05 0.000104764 5.37876e-05 2.18179e-05
threshold=8.8430989333000021 14.451165964200003 0.13041500000000003 187.94830913940004 23.127267687200003 -0.037054999999999998 21.454033346250004 8.6432548896500023 41.092444989200011 0.10932000000000001 16.465384711100004 13.777522434500002 22.381996090050006 16.375382608200002 86.692020874450009 -0.084275000000000003 187.51563899930002 188.47750099235003 0.09117500000000002 15.365359009150003 14.745344522600002 12.165284239900002 13.835323260100003 20.971847224900007 15.785368822600002 42.47354681640001 14.824703203750003 14.251149826300002 16.505385645700006 18.563284541500003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 5 -5 8 -8 -6 -10 12 26 -1 14 -14 -15 -17 23 19 20 21 -19 -23 24 29 -21 28 -28 -12 -16
right_child=-2 2 -4 4 6 -7 7 -9 9 -11 11 -13 13 15 17 16 -18 18 -20 25 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.016333214538951663 -0.00064759231881852388 0.0011877341360648169 0.0017030649571961828 -0.0022030922926495815 0.00020749300110978151 0.00012401056650996828 0.0024036324688269254 -0.00036155696705611386 -0.0014285101654988224 3.4871737899794523e-05 -0.0010488352933730233 -0.0010292239964211133 -0.001324735642730384 8.7641217446393163e-05 0.00042222015221270214 -0.00039309840716021433 0.0024131977403582978 -0.032214569495000858 0.00015652808129129131 0.077114211720477208 -0.084099049944990831 0.096454834464205913 0.03063340729101053 -0.0012114885398418847 0.0012269664830555707 0.10001653860956272 0.00040720286277469311 -0.0016304422600532673 1.207407744965535e-05 -5.7280146409708895e-05
leaf_weight=0.0014795968378774607 0.52450931900864262 0.50935869678943646 0.50936654364886624 0.51814926545913309 1.5032166677683569 0.55068536639102184 0.51886537494895868 0.50668327760162413 0.50749367132993917 0.50079146218649839 0.50873810426283661 0.50487018262966543 0.50427102599342788 4.506828090118006 1.0047122093238012 0.50438500083205962 0.51862932187359156 0.001467277231809748 0.50710707127554866 0.0023200027748089269 0.0013000968098335619 0.0022694707008418039 0.0015053761715417835 0.5146831251798244 0.50849273089806857 0.0023816219022592122 0.50243234037800266 0.50687420861481769 7.8806008259116895 17.091867660262537
leaf_count=336 201 72 19 68 21 22 91 29 39 7 50 32 34 58 491 12 90 513 188 25 23 38 51 42 36 15 25 21 507 878
internal_value=6.95162e-08 8.31441e-06 0.00018981 3.91223e-05 -8.79011e-05 -0.00100412 0.000188965 0.00103746 -0.000157511 -0.000701683 -2.03792e-05 -0.000159529 3.3297e-05 3.23576e-05 -3.06605e-05 0.0002619 0.00102959 2.56902e-06 0.00116696 0.0467383 0.0165711 0.0415382 0.0702058 -2.89985e-05 3.71343e-06 0.0887155 -0.000112811 -0.000616103 -5.22606e-05 -3.06586e-05
internal_weight=41.7263 41.2018 5.62461 5.11524 4.60589 1.06883 3.53705 1.02555 2.5115 1.00829 35.5772 9.90352 25.6737 25.6722 20.1424 5.52984 1.02301 19.6381 0.518351 0.0112438 0.00654222 0.00524212 0.00377485 19.1198 18.6051 0.00470162 9.39865 1.00931 8.38934 18.0966
internal_count=4034 3833 368 349 277 90 187 120 67 46 3465 635 2830 2494 2334 160 102 2300 853 665 625 602 89 1447 1405 40 603 46 557 1369
is_linear=0
shrinkage=0.1


Tree=920
num_leaves=31
num_cat=0
split_feature=15 21 19 22 17 22 22 22 8 8 21 6 10 23 23 22 16 22 21 17 23 9 22 3 20 22 20 3 4 17
split_gain=3.01274e-05 0.000101297 3.62647e-05 2.64446e-05 0.00015647 6.01808e-05 6.37995e-05 9.33268e-05 1.57784e-05 2.23015e-05 2.8393e-05 0.000104136 2.02201e-05 9.66594e-05 3.90922e-05 4.52189e-05 3.77485e-05 7.55063e-05 0.000124885 2.54449e-05 0.000190944 4.23657e-05 5.86245e-05 3.18382e-05 4.84236e-05 0.000113972 4.66879e-05 5.06181e-05 4.24337e-05 5.78448e-05
threshold=46.435439118750004 15.285239689500001 14.651182102100002 -0.50001499999999999 197.01076493205002 -0.25073999999999996 -0.23401999999999998 -0.16276499999999997 8.8430989333000021 8.7431769115000026 14.946136646400001 16.485385178400005 61.987779113750001 0.09551500000000003 0.11243000000000002 -0.026144999999999998 22.654947022900004 -0.078504999999999991 14.412800938450001 200.36843462235004 0.094725000000000018 211.04147598835002 -0.101395 93.216908757050007 41.685324604100011 -0.098419999999999994 43.426640904350009 93.14163192940002 295.25884968170004 198.24432709335002
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -12 13 -9 15 -15 19 -18 -19 21 -21 23 -23 26 -25 -26 27 28 29 -14
right_child=1 -3 -4 5 -6 6 7 8 -10 -11 11 -13 16 14 -16 -17 17 18 -20 20 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0085685244604935401 -0.0015796728853066451 0.00014707903071890815 0.00085071053322273221 0.021499417688544353 -0.03965175100211752 -0.024754710827884167 0.024114508504017543 -0.0014821676679222654 -0.00054218655464759408 0.00030082437013457706 0.00048445814262337676 -0.0015402233480380336 3.3313714430707157e-05 -0.00084568547908670964 0.00036754565075016013 0.0001297502979563766 -4.3239569615004345e-05 0.0021735008427469652 -4.9094565853957611e-05 -1.7269724364983804e-05 -0.0020210059407793838 0.0001899013457449822 -0.0013343059416640354 6.8820085962840126e-05 0.00028960623943558147 -0.001834061776720486 0.0010789101982857686 0.00079527079741319574 -0.00083831733099310835 0.00068224453616756774
leaf_weight=0.0017860068217037386 0.51351037433693036 1.0038936307032598 0.51461369472030938 0.0013027287988184302 0.0010797677566486141 0.0010406063992139938 0.0016057011044229288 0.51567629012774796 0.51916049587605684 2.5147319431753195 0.50788005769753375 0.50824553049875387 14.571102215863467 0.87049738676901545 1.5068157517753207 1.0466962516388312 1.5036279498970091 0.51114977998440625 0.50019958840857726 6.5311059574601833 0.51293354599759045 0.50096162831104263 0.50846517156709459 2.0073742537444446 0.50182217124906736 0.50907982592168022 0.50968004293729663 1.0103076811574272 0.50291754669623756 1.5165936567479743
leaf_count=219 129 19 67 86 175 158 270 233 114 44 181 35 559 33 17 13 23 41 3 530 151 12 112 61 13 97 405 23 138 73
internal_value=1.30319e-07 -0.000437278 1.66374e-05 5.824e-06 -0.00959993 6.51756e-06 5.8121e-06 6.4613e-06 5.48592e-06 1.27452e-05 -7.01962e-06 -0.000528247 7.84224e-06 -0.000205817 -1.35906e-05 -0.000313144 3.43981e-05 0.000406131 0.00107424 2.36155e-06 -0.000163178 5.50335e-05 -0.000577867 8.52702e-05 -0.000215423 -0.000779851 0.000135383 0.000108061 6.62122e-05 9.44887e-05
internal_weight=41.7259 1.5174 40.2085 39.6938 0.00286577 39.691 39.6897 39.6886 39.687 39.1679 36.6531 1.01613 35.637 3.93969 3.42401 1.91719 31.6973 2.51498 1.01135 29.1823 7.04404 22.1383 1.00943 21.1289 3.01828 1.0109 18.1106 17.6009 16.5906 16.0877
internal_count=4034 148 3886 3819 394 3425 3339 3181 2911 2797 2753 216 2537 296 63 46 2241 67 44 2174 681 1493 124 1369 171 110 1198 793 770 632
is_linear=0
shrinkage=0.1


Tree=921
num_leaves=31
num_cat=0
split_feature=15 7 23 19 9 15 22 22 4 12 7 3 16 18 20 20 14 23 17 22 22 20 23 20 21 4 14 20 5 20
split_gain=2.43951e-05 9.48983e-05 3.64694e-05 2.93927e-05 2.63796e-05 1.51322e-05 3.73628e-05 2.13904e-05 2.10264e-05 6.27708e-05 3.31778e-05 0.000132702 4.72572e-05 3.05289e-05 2.6027e-05 0.000107499 5.09972e-05 8.64726e-05 3.79466e-05 2.47718e-05 4.94393e-05 9.66218e-05 3.64234e-05 3.33511e-05 3.07333e-05 0.000117094 4.68936e-05 4.53512e-05 3.78064e-05 0.000126607
threshold=46.435439118750004 23.514778597300005 0.092260000000000023 14.651182102100002 68.155894387200007 18.563284541500003 0.22598000000000004 0.12427500000000002 244.52697497700004 174.18091207835002 23.109894804950002 93.663192806700025 22.674946976100003 13.3584252364 41.385032804600009 41.872294782850005 284.63379681220005 0.085665000000000033 198.49975298390004 -0.099639999999999992 -0.12546499999999997 40.94178426300001 0.08729000000000002 40.890797847750008 4.5452899713000017 203.92124079100003 190.78191173545005 39.577821550850011 21.723721974650005 40.984321400500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 7 8 9 19 11 -10 13 -12 18 -16 -17 -18 -15 20 23 -22 -23 -7 25 26 -21 -26 -29 -30
right_child=1 2 -4 -5 5 6 -8 -9 10 -11 12 -13 -14 14 15 16 17 -19 -20 24 21 22 -24 -25 27 -27 -28 28 29 -31
leaf_value=-0.013105905272598264 -0.0015076025759533367 -0.00043548050142666036 0.00076667009498244607 0.00076609803953754424 0.0003888616828035516 -0.00028571764323269812 -0.00085234402910176776 0.00061983015224438163 -0.001861687337936327 0.001152443369309693 0.00028376513765855275 2.4945752705698737e-06 0.00091359910604752132 -5.4621864532573559e-05 -0.0016494276699839797 1.0805492108046005e-05 -0.00011018900692058516 -0.0017051555534261052 0.000876649088318305 -0.00014968998021153471 0.001821055281061167 0.00073774973935823794 -0.00046231515155088109 0.00065283926532923916 0.0010018814894280255 -0.0016324881411831978 0.00085498445975780392 -1.561197446101628e-05 -0.00051023914941525903 0.0017250844310978679
leaf_weight=0.0015345074668918759 0.50839159801136968 0.50291806130372474 0.50651232958216497 0.51432506810821976 1.0049290668142905 1.5045403925830227 0.51250726013036896 0.56153866931990037 0.51185134563992485 0.51328643241948668 2.0127600371662284 1.5035419890953712 0.50482238737844021 3.0087781523136874 0.51069772616511233 5.0129618554202438 1.0025666535650444 0.51428774452236847 0.5119992561974559 5.3838707260271557 0.51452117126081764 0.50598669844313782 0.50566587161128496 0.50591729939137486 0.51248265462656029 0.51706691844119479 0.50845845801596201 10.533002828655835 0.4994515215610994 0.51429444381291145
leaf_count=903 84 43 21 67 527 261 123 88 39 33 27 97 57 103 64 73 71 126 189 150 80 81 45 169 70 67 81 187 8 100
internal_value=1.28912e-07 -0.000393416 0.000167735 1.49851e-05 5.25255e-06 5.75943e-06 -4.19202e-06 7.19479e-06 -1.95152e-06 5.92624e-05 -9.32742e-05 -0.000470953 -3.50756e-05 -7.31629e-05 -0.000141186 -0.000252198 -0.000142921 -0.000650961 8.08056e-05 3.37633e-05 0.000276222 0.00070535 0.000137908 -4.95365e-05 -1.26661e-05 -0.000189611 -6.2995e-05 8.13789e-05 4.0524e-05 0.000623787
internal_weight=41.7255 1.51782 1.00943 40.2076 39.6933 39.6918 38.6869 38.1744 37.6128 22.5185 15.0943 2.01539 13.0789 12.5741 10.5613 7.04051 6.52982 1.51685 3.52078 22.0053 3.53663 1.52617 1.01165 2.01046 18.4686 6.4094 5.89233 12.0592 11.5467 1.01375
internal_count=4034 148 64 3886 3819 2916 2389 2266 2178 1332 846 136 710 653 626 334 270 197 292 1299 636 206 126 430 663 298 231 365 295 108
is_linear=0
shrinkage=0.1


Tree=922
num_leaves=31
num_cat=0
split_feature=8 22 22 14 3 3 20 5 21 22 21 5 10 16 3 15 15 20 12 12 8 18 20 20 14 4 18 5 12 8
split_gain=2.63772e-05 2.1626e-05 3.90707e-05 0.000138177 3.45127e-05 1.96498e-05 0.000146612 9.17491e-05 7.17555e-05 0.000147087 4.78553e-05 4.0824e-05 2.58263e-05 5.74172e-05 4.68056e-05 3.2561e-05 4.79091e-05 2.25029e-05 1.71741e-05 3.00735e-05 3.46731e-05 2.84387e-05 2.45453e-05 9.47701e-05 5.11432e-05 2.96202e-05 9.62176e-05 2.02706e-05 1.82286e-05 1.90941e-05
threshold=8.8430989333000021 0.26941000000000009 0.12427500000000002 194.20226397200003 89.805255389500005 93.281431752200021 41.942745071500006 12.290720980000001 15.974186315300003 -0.053159999999999992 14.70115454445 24.346375512250003 61.987779113750001 22.644947046300004 93.14163192940002 42.246988155050012 40.042228346200012 41.385032804600009 69.826413229550027 82.696898122450008 8.7431769115000026 13.552878921100001 36.620308449100001 38.748048509250005 161.40546423680004 262.75803037610007 13.712081531300003 21.955793948900006 86.968866757150025 8.4434108459500017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 7 8 -1 9 11 12 17 -9 14 15 16 18 -7 -14 21 22 -20 24 -24 -21 27 -27 28 -25 -30
right_child=-2 -3 3 -5 -6 6 -8 10 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 19 20 -22 -23 23 25 -26 26 -28 -29 29 -31
leaf_value=-0.0252551475017685 -0.00070470404749277166 -0.00063959824321370277 0.00044367557555173326 0.001841148313289575 -0.00070367092139720765 -2.4783223232728739e-05 -0.0017607073159701424 -0.00028463724674431169 0.0011212286751696597 -0.0017379831667032328 0.000995066062609487 -0.00086532465313500897 0.00057132009162807953 0.0010994810261077508 0.00056995471739023306 -0.00079461558398350384 0.0009737087003572931 0.00040784684409738282 -1.9521149083214081e-05 -0.00025127229247868621 0.00082426889452987527 -0.0010829373375771574 -0.0013701751170633718 0.00060434049146541901 0.0011693426709188349 3.8597041829667541e-05 -0.0015430262843414706 0.00047382171883836918 4.4108299862016272e-05 -0.00023428648742446933
leaf_weight=0.0014341423776639264 0.52428328823713499 0.5075879294675677 0.50397647544214141 0.51908762803547381 0.5464361634153283 5.868354127994805 0.51979573079925678 2.5123586055327278 0.50793781282300265 0.51625799580783738 0.51417934239377672 0.50521280549319669 0.50268780640182598 0.51202394377321425 1.5136893587999143 0.5087954841727641 0.50892785096544813 1.5120619651452214 0.50012448897178063 0.50186722383933202 0.50457541979221687 0.50582889794370089 0.5204809964991054 0.50330923661023064 0.51189884389010176 1.5006792465097003 0.51719568483681788 1.0041126690721274 13.538389676152017 3.0116811490132696
leaf_count=913 201 152 33 161 15 96 498 42 16 91 100 228 6 62 33 59 36 40 5 7 16 43 171 12 113 30 303 8 457 87
internal_value=1.28209e-07 9.09722e-06 1.71887e-05 0.000506408 -0.000153187 -2.43692e-06 -0.000128198 3.74995e-05 -3.29584e-05 -0.000102735 3.87211e-05 4.32177e-06 2.18686e-05 5.07461e-05 3.02149e-05 -2.94179e-06 1.37499e-05 6.38518e-05 -6.93134e-06 -1.95039e-05 4.82091e-06 -0.000554244 -1.43129e-05 -3.79579e-05 0.000466064 -3.41837e-06 -0.000366784 3.71868e-05 1.14774e-05 -6.55229e-06
internal_weight=41.7252 41.2009 40.6934 1.5695 1.05041 39.1239 9.42962 29.6942 8.90982 8.40189 29.6928 7.88563 29.1786 26.6663 26.1542 24.6406 24.1318 7.38042 23.6228 23.1201 22.1142 1.00595 21.6096 20.5958 1.01377 20.0754 2.01787 18.0575 17.0534 16.5501
internal_count=4034 3833 3681 209 48 3472 969 2503 471 455 1590 364 1490 1448 1386 1353 1294 136 1258 1252 1204 48 1188 1068 120 897 333 564 556 544
is_linear=0
shrinkage=0.1


Tree=923
num_leaves=31
num_cat=0
split_feature=8 19 5 15 22 22 9 7 21 2 21 18 22 23 21 16 23 16 7 23 10 3 15 12 2 23 2 17 19 23
split_gain=2.13566e-05 2.27832e-05 5.35243e-05 4.61419e-05 8.77849e-05 6.67686e-05 0.00014452 6.61275e-05 0.000149493 3.45287e-05 7.56778e-05 0.000143823 5.78697e-05 5.72583e-05 3.5604e-05 3.29138e-05 4.94479e-05 0.000207086 4.88591e-05 2.97346e-05 2.7103e-05 0.000149849 0.00635165 0.00273787 0.00368439 0.00183871 0.00060794 0.000248704 7.75038e-05 0.000132467
threshold=8.8430989333000021 14.351157895250003 20.204934414350003 46.074827201850006 -0.086139999999999994 -0.067109999999999989 193.67618212375001 23.271765593750004 14.30537942105 131.42729508740004 5.7587983756000005 12.971888692100002 -0.091639999999999985 0.080770000000000022 7.1067965614000004 22.594947163200004 0.11148000000000002 22.644947046300004 23.314707969200004 0.12746000000000005 66.590419433100024 83.538459487450012 30.046989284200006 145.97209859650005 122.61368745920002 0.11531000000000002 181.73369492375005 201.53484968420003 14.251149826300002 0.082935000000000023
decision_type=2 2 2 2 2 2 2 2 2 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 5 -5 9 -7 -8 -9 10 -4 -12 13 -11 -14 19 17 -17 -19 20 28 -22 -23 27 -25 26 -26 -24 29 -1
right_child=-2 2 3 4 -6 6 7 8 -10 12 11 -13 14 -15 -16 16 -18 18 -20 -21 21 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.00015916022425279755 -0.00063394840664751716 0.0011123699291424646 -3.7527288600800384e-05 0.00036488190831699048 -0.0014947964566777603 0.0020519812437476089 -0.00038490863517560801 0.0020254092931192716 -6.7817915958278847e-05 -0.00010999474648867108 -0.000258055848849932 0.002122319615172607 -0.00051275994721548747 -0.0016166286501276214 0.0001904044871594778 -0.0023647426236982055 3.6913911813492105e-05 -0.00052171131444512218 0.00037857664750892179 -0.00074480773657229393 2.1644762106089236e-05 0.00043434991068916459 -0.0963730590319124 0.10002333303449173 -0.09521230393906914 0.062394743421657774 -0.023798618775806274 -0.055319474708180251 3.0956378241663251e-06 0.0021309602757921308
leaf_weight=1.0030561997447176 0.52451601649840185 0.51701902766398866 3.36530241997934 0.50363192892555908 0.51175603551025861 0.51912690564182762 1.0557020583764827 0.5175618697394383 1.0011620222358031 0.49965114131373389 0.50121537136055827 0.51425949579470398 1.0102037164961077 0.5094247719836531 2.5073877005263512 0.51391752659447876 3.0050840558222189 1.506831515680408 1.0047761970902227 0.50467217780550555 14.5491909269741 0.53126151127564192 0.0093843000693141221 0.0021052317460998893 0.0040766379851504553 0.0011860953381983563 0.0016846818973128563 0.0017509770065089478 4.5122204789145339 0.51596467310613348
leaf_count=474 201 76 94 48 69 63 26 53 7 10 22 45 55 46 27 51 26 45 34 66 1597 350 141 3 41 3 105 17 60 179
internal_value=1.25858e-07 8.19813e-06 0.000114523 7.48879e-05 -0.000572397 0.000129654 0.000529898 0.000222974 0.000645527 -9.35095e-06 0.000190786 0.00094742 -0.000203038 -0.000870608 -1.15346e-05 -4.38107e-05 -0.000250406 -0.000535784 -0.000161548 1.37721e-05 3.18885e-05 -3.96838e-05 -0.00165775 -0.056713 -0.0158695 -0.0509878 -0.0743301 -0.0899175 0.000211087 0.00082892
internal_weight=41.7251 41.2006 13.5334 13.0164 1.01539 12.001 3.09355 2.57443 1.51872 8.90744 4.38078 1.01547 4.52667 1.00908 3.51759 27.6672 6.03061 3.02553 2.51161 21.6366 21.1319 15.1006 0.551449 0.0201879 0.00905265 0.00694742 0.00576132 0.0111353 6.03124 1.51902
internal_count=4034 3833 641 565 117 448 149 86 60 299 161 67 138 56 82 3192 156 130 79 3036 2970 2257 660 310 152 149 146 158 713 653
is_linear=0
shrinkage=0.1


Tree=924
num_leaves=31
num_cat=0
split_feature=15 7 3 19 22 17 23 14 23 18 20 18 20 3 9 6 20 4 20 21 17 12 6 17 18 21 15 17 20 3
split_gain=2.3288e-05 0.000127051 3.72564e-05 2.58819e-05 2.15843e-05 0.000170175 1.65289e-05 0.000251421 3.82018e-05 0.000128182 8.96077e-05 2.94934e-05 4.70097e-05 3.02537e-05 4.72874e-05 2.91526e-05 2.2069e-05 0.000103265 6.21969e-05 0.000123717 5.78113e-05 5.62033e-05 0.000121424 4.93448e-05 6.29806e-05 4.83132e-05 4.22227e-05 9.74482e-05 0.000198743 3.81471e-05
threshold=46.435439118750004 23.514778597300005 92.913112988300014 14.651182102100002 -0.54526999999999992 192.41413881610001 0.049900000000000007 137.67556691715004 0.079605000000000023 15.243791139250002 34.19870408380001 14.420596409350003 40.633548727200008 93.281431752200021 186.68586460755003 14.825346391850003 41.50623664750001 285.22127102665007 41.066313126200008 10.274034306750002 188.95754880325003 208.68539434980002 16.505385645700006 195.42788627465004 13.3584252364 5.3866163921000005 38.483556206400003 184.94410812320004 38.625745710700009 93.394346993650018
decision_type=2 2 2 2 2 2 2 2 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 11 -8 9 -9 -10 12 15 -14 -15 -6 18 20 21 25 -18 26 -23 24 -22 -20 29 -28 -29 -12
right_child=1 2 -4 -5 6 -7 7 8 10 -11 16 -13 13 14 -16 -17 17 -19 19 -21 23 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.014539882091164741 -0.0016748601106069923 0.00087197102490155155 -0.00034268898749583593 0.00071947920978014494 7.3256870186034576e-05 -0.038977030820174619 0.047853545239724286 0.0018230925098221354 -0.022047129631935045 -1.2125341670624475e-05 -3.7162459058608225e-05 -0.00087768316138165487 -9.520541448490398e-05 -5.6402539416571706e-05 -0.0014266117270506484 0.0010028773184959051 -0.001073042789898702 -0.0014849477514395171 0.0010111073996124929 0.0019130380561216105 0.0012915326462615197 0.0018259807446950613 4.6531590427224546e-05 -0.00021749827739038659 0.00011602876084915715 -0.00011114467601484857 0.00011612000228764136 0.00015717875775907007 -0.0025794077145126089 0.00059960525348410926
leaf_weight=0.0013241797040633154 0.50777875878350753 0.50466295777005121 0.50540673175022777 0.51415120578567197 1.0050699534272993 0.0010777949585395186 0.0010993576064625135 0.50988650414861814 0.0018427243355095815 1.5008178703344501 14.064922352285794 0.51161368768700999 2.5003001427242824 0.50170814919198592 0.50577703718849421 0.50776340751910964 0.51500801554181741 0.52341569254254849 0.51487721420399357 0.51372971591186445 0.51409490506011835 0.51480313322987847 1.503173483805643 4.5234309747497878 4.0183579654923554 1.5045863621819193 1.3609028550563373 0.55064814775823812 0.51227072321125888 1.0082464513555009
leaf_count=160 84 18 46 67 27 175 24 190 117 304 529 234 104 287 52 184 280 330 69 30 68 202 32 141 129 32 15 23 27 54
internal_value=1.33609e-08 -0.000384494 0.000264194 1.45296e-05 5.39775e-06 -0.0094738 5.97144e-06 3.19435e-05 3.04042e-05 0.00045326 3.95358e-06 -0.000154381 -8.06742e-05 -0.000281627 -0.000744274 0.000385272 5.21777e-06 -0.000117244 6.12843e-05 0.000527458 -4.24463e-05 7.71285e-07 0.000500484 1.61637e-05 0.000249361 0.000174982 -5.6862e-05 -0.000444248 -0.00116171 5.43103e-06
internal_weight=41.7227 1.51785 1.01007 40.2049 39.6907 0.00240197 39.6883 34.1561 34.155 2.0107 32.1443 5.53223 5.02062 3.50779 1.00749 1.51283 32.1425 10.0943 22.0482 2.53319 9.57089 19.515 2.01798 9.05588 4.53245 2.01946 17.497 2.42382 1.06292 15.0732
internal_count=4034 148 64 3886 3819 335 3484 2596 2572 494 2078 888 654 443 339 211 1961 948 1013 131 618 882 234 338 197 101 648 65 50 583
is_linear=0
shrinkage=0.1


Tree=925
num_leaves=31
num_cat=0
split_feature=12 9 20 18 8 5 15 7 22 5 6 5 17 19 0 19 23 0 8 21 2 7 20 16 20 23 4 17 9 7
split_gain=2.64634e-05 3.65099e-05 0.000147167 4.90761e-05 2.50912e-05 4.659e-05 1.90725e-05 0.000103612 4.12189e-05 0.00137683 0.000573492 0.000484639 0.000386332 3.78423e-05 2.92178e-05 2.33337e-05 5.43182e-05 7.55988e-05 6.59768e-05 0.000142517 4.23466e-05 4.54175e-05 4.44477e-05 3.18468e-05 5.04872e-05 0.000188271 4.38904e-05 3.05943e-05 4.60253e-05 2.44273e-05
threshold=63.174563425750001 179.18874144770004 44.756878345700009 12.551858988050002 8.8430989333000021 12.035423697300002 46.435439118750004 23.514778597300005 -0.14429 23.455765688150006 15.365359009150003 16.569990495050003 196.16836764490003 14.651182102100002 86.692020874450009 14.351157895250003 0.13041500000000003 88.872360418250011 8.3434888241000014 7.2787589807000002 199.66651340635002 23.314707969200004 41.289992964000007 22.594947163200004 41.50623664750001 0.43162500000000009 290.29001804785008 190.38166638035003 198.49982034990003 22.516377366000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 8 -8 9 10 11 -7 -12 15 -9 23 17 18 19 -17 21 27 -22 26 -25 -26 -10 29 -29 -20
right_child=1 3 -4 4 -6 6 7 14 13 -11 12 -13 -14 -15 -16 16 -18 -19 20 -21 22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.013848560382355253 -0.04092008663944751 0.018924522226001654 0.0060587180964893211 0.020638561591155569 -0.000687796059575517 0.013735570966123696 -0.0015045181200274299 -0.00029055909278596952 -3.8079630495926663e-06 -0.10009365042731649 0.08520538157285279 -0.070227643430832168 0.013037202132892939 0.00088068774342084052 0.00078525343298340626 0.0020521284022619367 0.00068907580180883616 -0.0011330071249305404 -0.00014769494130770778 0.00012827763321948799 4.096597003003145e-05 0.00055104065228023323 -0.0012878223659435308 -7.4249249731329068e-05 -0.002302190721296117 5.6183069458877873e-05 0.00093325800043603181 -0.00084459581556969041 2.7548076685279693e-05 0.00043193654642083269
leaf_weight=0.001379813582814359 0.0010573250127574019 0.001370451224693591 0.0018054583060526665 0.001094755407207936 0.52278407335988575 0.0017681738044011954 0.5076587565539471 0.50543050325160555 20.612705224135457 0.001315215718420859 0.0012760473960042873 0.0011247333410420168 0.0017716157697549306 0.50843308652292662 0.5043684205286354 0.51636116279440747 1.5108600924922928 0.51558831950023964 1.4048490023697016 1.5142374460738208 0.50061006310897915 1.5139265451891786 0.5063490571917697 4.518001004234633 0.51161691043031221 1.0003760978579521 0.51225988545966572 1.0134074548377614 1.501783291310012 1.5069830786742384
leaf_count=31 883 35 599 289 153 128 69 43 829 19 26 54 30 34 18 132 20 71 23 48 7 23 47 66 56 4 221 33 14 29
internal_value=2.46608e-08 4.82665e-07 -0.0112922 1.25759e-06 6.35935e-07 9.37264e-06 8.8244e-06 -0.000339108 2.21316e-05 -0.00751431 0.0129823 -0.0189085 0.0432538 2.35101e-05 0.000246781 1.2381e-05 0.000128476 4.77655e-05 0.000108776 0.000617494 -2.11956e-05 6.67227e-05 -0.000627215 -3.89437e-05 -0.000241641 -0.000741826 1.8915e-05 -6.83831e-05 -0.000323852 0.000152286
internal_weight=41.7226 41.7212 0.00286278 41.7183 41.7169 41.1942 41.1931 1.51746 39.6756 0.00725579 0.00594057 0.00289291 0.00304766 39.6683 1.0098 39.1599 12.005 10.4941 9.97851 2.0306 7.94791 6.94095 1.00696 27.155 6.02999 1.51199 21.125 5.42702 2.51519 2.91183
internal_count=4034 4003 1482 2521 2486 2333 2044 130 1914 257 238 182 56 1657 61 1623 447 427 356 180 176 122 54 1176 126 60 1050 99 47 52
is_linear=0
shrinkage=0.1


Tree=926
num_leaves=31
num_cat=0
split_feature=4 7 4 21 23 5 12 7 22 6 9 13 17 5 3 21 19 17 21 22 9 20 23 21 20 4 22 22 20 7
split_gain=2.31159e-05 3.94551e-05 1.62089e-05 0.000291048 0.000733383 0.000348795 7.97613e-05 4.03656e-05 8.76928e-05 5.59328e-05 0.000116131 4.86023e-05 9.01079e-05 0.000155699 4.97032e-05 4.33647e-05 3.53145e-05 5.08724e-05 2.67398e-05 2.6042e-05 1.774e-05 2.66304e-05 0.000139735 5.71068e-05 3.00337e-05 5.58224e-05 1.94392e-05 3.49975e-05 8.74217e-05 2.45205e-05
threshold=137.02556730370003 22.105125139000005 244.52697497700004 1.0000000180025095e-35 0.11243000000000002 20.305669781650003 174.18091207835002 23.109894804950002 -0.086139999999999994 16.525386113000007 205.22231928645002 117.55283175385001 193.10154186985002 21.500664456800006 92.913112988300014 13.279159471700002 14.451165964200003 204.49254535040004 5.7587983756000005 -0.093879999999999991 219.21617201485003 41.289992964000007 0.096515000000000031 4.6253815007000005 41.066313126200008 229.04063404465003 -0.13509999999999997 -0.099639999999999992 40.523311941050004 25.271514403800001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 20 8 19 11 -11 14 -13 -14 15 16 17 -9 -12 -5 21 24 23 -23 26 -26 -2 28 -28 -29
right_child=2 -3 3 7 -6 -7 -8 9 -10 10 18 12 13 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 27 29 -30 -31
leaf_value=0.0033697729261721212 -0.00059023638830299583 -0.024226000621741864 0.035345492502615178 -0.00070017772535720633 0.093742480105461587 -0.037526056962914688 0.0012847769982089127 -0.00013516928040778847 -0.0016217296273906259 -0.0018299498306283643 -0.00049337907092107767 7.6732974606708796e-05 -0.00013931512621814267 0.0023341107658157189 -0.0010763867070555681 0.00084132139760486615 -0.00091587755989430404 0.00090258633737488121 0.00053778493821169651 0.00018137289080578782 -0.0005617751734102622 0.0010530704467165977 0.0017984012232422518 -6.2492862903736662e-05 -0.0012991548061355928 -1.1204095056822744e-05 0.0015585347051979279 3.6275309579809929e-05 -4.6031920897032913e-05 -0.00038914796614197811
leaf_weight=0.0010263628149534956 0.50465892963539261 0.0010462498212291393 0.0012944648501958247 0.50349942439913364 0.0011631244028788845 0.0013334397330743153 0.5143384883457206 6.0229652978445527 0.51816556383128798 0.50972150907133773 0.50234649328262981 4.5121136915184357 0.50059105252512404 0.51769708879721277 0.50555805652833274 0.50670984770423189 0.51241209720865288 0.5125821615288223 0.50357228819070698 1.0019541362267776 0.50234517541683743 0.51791281871888184 0.51785952179331385 4.0259186456985168 0.50721337966207769 0.99996131910900221 0.51362169017392467 13.47430674018706 1.0018887957521654 1.5062968590795858
leaf_count=39 291 7 171 208 20 78 46 510 161 24 31 39 5 93 32 219 59 375 14 28 44 346 80 458 48 10 83 392 8 115
internal_value=1.99371e-08 -0.0105605 5.44575e-07 -7.4122e-05 0.0276307 -0.00163067 5.25781e-05 -8.02534e-05 -0.000499667 -2.40692e-05 -0.000600273 4.01897e-05 0.000268489 0.00111817 -0.000116454 -5.22155e-05 -0.000116456 -5.37782e-05 2.28312e-05 -0.000113462 2.62501e-05 3.87828e-05 0.000242039 6.46607e-05 -1.68052e-05 -0.000444641 2.11239e-05 3.9827e-05 0.000497772 -6.50092e-06
internal_weight=41.7221 0.00207261 41.72 17.1337 0.00379103 0.0026279 24.5863 17.1299 2.02362 15.1063 1.51564 13.5906 5.5304 1.01829 8.06023 7.55467 7.04796 6.53555 1.00592 1.50545 24.072 23.5696 5.06169 4.54383 18.5079 1.50717 17.0008 16.4961 1.51551 14.9806
internal_count=4034 46 3988 2067 269 249 1921 1798 397 1401 69 1332 137 98 1195 1163 944 885 45 236 1875 1831 884 804 947 58 889 598 91 507
is_linear=0
shrinkage=0.1


Tree=927
num_leaves=31
num_cat=0
split_feature=8 15 21 8 10 8 21 19 2 10 13 2 9 2 13 16 9 7 21 4 23 23 14 10 18 21 3 21 16 18
split_gain=2.69699e-05 2.52047e-05 0.000110217 2.70556e-05 0.000206824 0.00110022 0.000340852 3.79426e-05 3.69213e-05 1.61979e-05 0.00010681 6.90418e-05 7.31825e-05 4.12522e-05 3.28368e-05 8.40947e-05 0.000139241 6.98498e-05 5.72261e-05 1.81096e-05 4.91772e-05 4.7634e-05 3.60613e-05 2.21384e-05 2.79414e-05 2.20469e-05 4.34532e-05 3.33955e-05 2.2587e-05 0.000147817
threshold=8.8430989333000021 46.435439118750004 15.285239689500001 8.7431769115000026 61.622148808000013 8.4434108459500017 6.088545839700001 14.651182102100002 74.580378076100018 61.987779113750001 117.62810858150002 185.01730422545003 204.54860637155002 108.24034454255001 117.55283175385001 22.624947093000003 193.67618212375001 22.407814303000006 14.894616075700002 249.29025409490001 0.10791500000000002 0.10335500000000002 256.58292080065002 75.408562100950022 14.420596409350003 3.5208369948500002 92.90235915575002 4.2374199175500005 22.574947209950004 14.466921572300002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 9 -5 10 -6 13 -13 -12 17 -16 -17 -11 19 20 21 25 -21 24 -24 26 -19 28 29 -27
right_child=-2 2 -4 8 7 -7 -8 -9 -10 14 11 12 -14 -15 15 16 -18 18 -20 22 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.059800419620053308 -0.00071272908384590347 -0.0015839078305041948 0.00021809582897709134 -0.00012940264739702488 -0.0015450342403840454 -0.095750367043030082 -0.019429387055707778 0.00086283374533713925 0.00065327039818973494 0.019600355818434358 1.7558950132492744e-05 0.0015439679379321263 -0.00015582889042852841 -0.00077299036715448648 1.9318250380428244e-05 -0.00010424594358466138 0.0022338445019732785 0.00012663091793376781 -0.0010704587912018747 -0.00094046474505466316 -0.00091188628171183029 0.0010309631632176243 -6.2788075922464248e-05 0.00056515192379853578 -0.00082922958613299534 -0.001933324456085587 0.0010949506508269062 4.8144060162791034e-05 -6.1159368656262406e-05 0.0004841504922263546
leaf_weight=0.0010706277413000667 0.52419310758032267 0.51269745474827644 1.0042843011154827 1.0011562450868035 0.51148817486736575 0.0013343724940568791 0.0011017643026658419 0.5087996148467927 1.5144637345666749 0.0018143229193928736 1.9090477032186761 0.5115557720189654 0.50168968611978926 1.0089058662820205 3.0123655259368283 0.50703579925385589 0.511823081826833 5.5381250869116725 0.51062211959153003 0.50770199048919096 0.51505095404045675 0.51085739327731161 7.0187926011584123 0.51147615511972766 0.51022944564974348 0.50872002237792846 0.50575172907491595 10.037108055912038 0.99962247005316829 0.5030305463486151
leaf_count=207 201 114 17 9 108 11 172 33 50 323 37 29 13 27 68 29 32 453 190 57 94 41 141 791 243 19 64 414 6 41
internal_value=3.98244e-08 9.10898e-06 -0.000390931 2.44024e-05 2.91947e-06 -0.0242814 0.0196177 5.21107e-06 0.000341785 -6.6941e-06 -0.000185692 -8.82827e-06 0.000702345 -0.00025578 1.79948e-05 0.000284943 0.00107029 -2.01944e-05 -2.14578e-05 -2.09702e-06 5.20021e-05 7.86885e-05 -0.000123091 -7.14797e-05 -0.000114729 5.18e-05 0.00020766 -2.6384e-05 -0.000398292 -0.000731384
internal_weight=41.7219 41.1977 1.51698 39.6807 37.1651 0.00350676 0.00217239 37.1616 2.51562 36.6528 4.44269 3.9312 1.01325 2.91795 32.2101 4.03122 1.01886 28.1789 28.1771 27.6665 19.1183 18.6032 8.5482 8.0405 7.52902 18.0924 6.04388 12.0485 2.01137 1.01175
internal_count=4034 3833 131 3702 3643 390 379 3253 59 3220 214 106 42 64 3006 129 61 2877 2554 2364 1132 1038 1232 1175 384 997 517 480 66 60
is_linear=0
shrinkage=0.1


Tree=928
num_leaves=31
num_cat=0
split_feature=15 21 9 19 19 23 6 16 0 0 2 3 7 17 17 21 13 7 15 18 2 0 21 7 0 16 21 21 8 20
split_gain=2.20326e-05 6.45209e-05 0.00013111 1.94675e-05 1.80725e-05 4.25785e-05 7.72898e-05 2.4916e-05 0.000554526 0.00261621 0.00106515 5.63358e-05 0.000188409 7.35405e-05 0.000224772 5.61766e-05 0.000437637 6.3744e-05 9.46556e-05 2.49272e-05 0.000129429 0.00661833 0.000620571 0.00220439 0.00146672 0.000574285 0.000121741 4.81962e-05 5.53142e-05 3.41256e-05
threshold=45.560261772200008 13.996357022800002 193.67618212375001 14.651182102100002 14.551174033150001 0.12535000000000004 16.555386813950005 22.624947093000003 85.791387400750025 85.705356740550016 91.751571794600025 93.216908757050007 22.314221067900004 192.41413881610001 185.45496942040003 11.798219863050003 117.61735474900001 23.314707969200004 43.030193406950012 13.777522434500002 176.09844955530005 88.17067284620002 7.1067965614000004 26.459406588900006 91.73825678530001 17.684958644900004 2.5447591590000003 8.9626214023500008 8.7431769115000026 42.536568606950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 7 6 -6 8 9 10 -1 12 -10 14 -13 16 -9 18 -18 29 27 -22 23 24 -23 -25 -26 28 -21 -14
right_child=1 -3 -4 -5 5 -7 -8 15 11 -11 -12 13 19 -15 -16 -17 17 -19 -20 20 21 22 -24 25 26 -27 -28 -29 -30 -31
leaf_value=-0.10003351241269093 0.00024942496135627702 0.0001298076709906504 -0.0020189428383533092 0.00063010510585290939 -0.0015376516429882225 0.00052281616499971404 -4.1865970466937076e-05 0.0031371676966003084 -0.038490793211736173 0.094084621259218917 0.019880951216101568 0.00036978610137484069 8.891702315222996e-05 -3.3285950278059059e-05 -0.0026006808171385692 -2.5311811492680028e-05 -0.0015639204185972902 0.00045477191157557791 0.00015342798332626588 -1.8137345439604343e-07 -0.097115790820240092 0.0053715182629963379 0.00021897617975328196 -0.012626151015375632 -0.063858400294036846 0.078570924457459224 -0.10007439492622701 -0.00094862272216653457 0.0010605332359329334 0.00071427209272899447
leaf_weight=0.0014097213037864353 0.502596992059823 1.5047343405118452 0.51682001241088704 0.51358037374323018 0.51527746737519864 0.50309662436848146 1.0481242591818682 0.52817877837116922 0.0012704383275544675 0.0031209720082401304 0.0015609501228081371 0.50346379804568553 6.5240663097008254 1.5065485039235682 0.5156305233477525 5.5140357072641564 0.51198487766487255 1.5066717148724746 0.86012442951869161 16.084595238529637 0.0071542428285279449 0.0025385089136016233 0.50639447967277518 0.0010646356744111376 0.0013049514413370957 0.0019649035209550192 0.003214813735474803 0.516549103019602 0.50713185584338205 1.0073630944403626
leaf_count=86 42 35 131 67 80 11 32 93 182 13 538 14 123 24 32 62 52 35 13 1028 51 22 421 289 94 31 71 251 28 83
internal_value=3.61748e-08 -0.000286331 -0.000900583 1.84771e-05 1.03569e-05 -0.000277363 -0.000534858 2.65943e-05 -2.02213e-05 0.0301477 -0.037024 -2.6858e-05 1.83296e-05 -0.000477092 -0.00113318 0.000171939 0.000491183 5.71614e-06 -0.000487378 2.02739e-05 -4.47753e-05 -0.00159343 -0.000270264 -0.0248295 -0.0554551 0.0465226 -0.0896181 2.62462e-06 3.22397e-05 0.000172561
internal_weight=41.7216 2.52415 1.01942 39.1974 38.6838 2.0665 1.5634 36.6173 27.6963 0.00609164 0.00297067 27.6903 25.1646 2.52564 1.01909 8.921 3.40696 2.87878 1.37211 25.1633 17.6319 0.523637 0.516482 0.0100878 0.00705827 0.00302954 0.00451977 17.1083 16.5917 7.53143
internal_count=4034 208 173 3826 3759 123 112 3636 3381 637 624 2744 2674 70 46 255 193 100 65 2492 2286 979 928 507 187 320 165 1307 1056 206
is_linear=0
shrinkage=0.1


Tree=929
num_leaves=31
num_cat=0
split_feature=8 19 23 9 2 20 7 20 5 21 23 21 21 10 19 6 3 22 9 5 21 15 17 22 15 22 22 21 17 15
split_gain=2.4289e-05 2.10605e-05 0.000148213 0.000113915 0.000112335 0.000115995 5.77022e-05 0.000131511 2.40282e-05 6.72867e-05 2.831e-05 1.62565e-05 7.54858e-05 3.41222e-05 6.61171e-05 3.2365e-05 2.99824e-05 2.50714e-05 4.24557e-05 2.84868e-05 3.53402e-05 2.29693e-05 3.05286e-05 2.21121e-05 7.65239e-05 6.23549e-05 4.20902e-05 7.83302e-05 1.89026e-05 5.59565e-05
threshold=8.8430989333000021 14.451165964200003 0.13041500000000003 187.94830913940004 219.24808729375005 41.942745071500006 23.165384528550003 41.646178195200001 23.730745871350006 8.8898213993500015 0.10111000000000002 5.4349223666500004 4.9228345031500007 61.987779113750001 14.351157895250003 16.535386346650004 93.14163192940002 0.070580000000000018 202.67187917800004 16.787983692950004 5.7087410616000005 29.037712645600003 180.29620661735001 -0.094519999999999993 35.83914456115 -0.102645 -0.056724999999999998 3.4465547941500003 194.36188291790003 27.063546193350003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 5 6 7 -5 11 -10 -11 12 13 -1 16 17 23 19 -19 20 -13 22 -21 25 26 -15 27 -25 -28 -30
right_child=-2 2 -4 4 -6 -7 -8 -9 9 10 -12 15 -14 14 -16 -17 -18 18 -20 21 -22 -23 -24 24 -26 -27 28 -29 29 -31
leaf_value=-0.00043985678797348678 -0.00067644316297328817 0.0014441199802517604 0.0018145015905001189 -0.0017674750897632688 0.0012582970174838256 -0.0017174418457982885 0.00015663601693424658 0.00045649853616429358 -0.0013352110729242955 9.1803051198982718e-05 -0.00074720037956659989 8.9620443735270207e-05 0.0012745035621944682 5.8060656304558696e-05 0.0012001410392329076 -0.00061283015508271986 0.00079682043378884312 -0.0011581449821127341 0.00013932887499886691 -5.2935045439893012e-05 -0.0010929376400226501 6.0338194343425432e-06 0.0010467541413073909 -0.0014939364851787866 -0.0012635694764497284 0.0012436820984430292 -4.2336893697695738e-05 3.0773804715443076e-05 0.0012428146136413459 9.4701824817831264e-05
leaf_weight=1.3641807954430252 0.52422320688621127 0.51014791292524719 0.50970996163687221 0.56518055664491862 0.51679686479618769 0.5099500940241376 2.509323630372819 0.50211225415114313 0.51135074608812914 2.0042214177492266 0.50313184321135551 0.50063963468821082 0.50974181322460665 3.5081675281295008 0.51139946456487528 1.0097366084555677 0.50646748754918824 0.50541937601713083 0.503370963812797 0.50046246986944587 0.51029757214043492 12.545458847475272 0.50939869520028591 0.50774188288026634 0.51025358448160751 0.50779418953152466 4.0176667831701076 1.001633086338652 0.51080503559787649 2.5125854114648973
leaf_count=27 201 72 19 44 117 66 45 5 460 145 17 12 136 532 87 34 37 164 24 90 567 305 67 127 113 31 265 51 125 49
internal_value=-4.76227e-08 8.55976e-06 0.000188394 2.63049e-05 -0.000130818 -0.000306489 -0.000105317 -0.000721198 -1.98685e-05 -0.000289763 -7.65535e-05 5.15919e-06 7.7177e-05 3.76958e-05 8.39172e-05 -6.41822e-05 4.18918e-05 -2.86131e-05 -0.000510725 4.77572e-06 -0.000507307 4.29662e-05 0.000501775 1.26529e-05 -7.39198e-05 0.000207975 -2.92654e-06 -0.000482127 9.97985e-05 0.000288677
internal_weight=41.7194 41.1951 5.62322 5.11351 4.60336 4.08657 3.57662 1.06729 35.5719 3.0187 2.50735 32.5532 15.9684 15.4587 14.0945 16.5848 13.5831 15.575 1.00879 14.5663 1.01094 13.5553 1.00986 13.0766 9.06069 4.01596 8.55043 1.50937 7.04106 3.02339
internal_count=4034 3833 368 349 277 160 94 49 3465 622 162 2843 1580 1444 1417 1263 1330 1229 188 1041 579 462 157 1293 730 563 617 178 439 174
is_linear=0
shrinkage=0.1


Tree=930
num_leaves=31
num_cat=0
split_feature=20 2 18 21 16 22 0 20 0 22 5 6 21 18 21 20 20 10 7 9 7 8 15 7 21 22 16 5 3 4
split_gain=1.99375e-05 0.00101077 7.52207e-05 0.00017653 7.86051e-05 0.000134063 4.05641e-05 0.000199363 6.4249e-05 5.43133e-05 6.19457e-05 4.33689e-05 9.39004e-05 8.30532e-05 5.46799e-05 4.76491e-05 3.6849e-05 4.68655e-05 4.27089e-05 7.59974e-05 3.16813e-05 2.36636e-05 2.39578e-05 4.16498e-05 3.15832e-05 2.22e-05 2.40387e-05 7.53871e-05 1.9041e-05 1.82341e-05
threshold=40.003678352300007 54.465024697200008 14.420596409350003 4.9228345031500007 15.404963976500001 0.048475000000000011 86.329079026800017 41.942745071500006 86.135510041400025 -0.091919999999999988 23.455765688150006 16.545386580300001 14.70115454445 13.276755824150003 2.9212203061500004 40.241071441700008 41.481306584950012 61.987779113750001 23.203497038450006 186.68586460755003 25.115444054700003 8.2435668022500028 32.167495462450006 23.667467222350002 1.2135331028500003 0.15607500000000005 22.644947046300004 22.580289596950006 82.409307072650009 173.45501498100001
decision_type=2 2 2 2 2 2 2 2 2 2 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 21 20 -6 7 8 9 10 -3 12 13 -8 -15 -16 18 -18 19 -11 28 -1 23 -23 -24 26 27 29 -4 -17
right_child=1 6 4 -5 5 -7 11 -9 -10 16 -12 -13 -14 14 15 25 17 -19 -20 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00082223576480179778 -0.07677793188092151 0.0014138116664536027 5.3961475145139617e-05 0.002080510021863209 -0.0021081522002071753 0.00017482628443726172 0.0013001340709718771 -0.0021237446112319105 -0.0011750005625439325 -1.3883707373402404e-05 5.7588914162942879e-05 -0.00041568311644686411 0.00141072385159843 0.0010213567263755675 -0.00097674664156137555 0.00058235854254867238 -0.00031467398608691841 0.0010479756801186214 2.0557548076050012e-05 -0.001242893774017738 -0.00065415880798634814 -0.00096672271026181219 1.4615674263417292e-05 0.00014472727307419191 0.00059742063048236899 0.00065827244833779018 0.0003721249274032487 -0.0012402814745687738 0.00076462165015750124 -2.6070627150312618e-05
leaf_weight=0.509049508791385 0.0017163114118784453 0.5073694810378554 1.5024144086149094 0.52665171111449538 0.52220945133482444 0.50689736171143773 0.50863651132115606 0.5213037043379608 0.51276750235410862 1.0009656241615297 1.0016745748237479 2.0136869905227277 0.50963228003810357 0.51837411299420821 0.50620683561528323 0.5072212753267199 0.50266374197797314 0.50694325594403988 2.0035269400314064 1.0116468147852193 0.5045997209134202 0.50813425454953165 2.4101047498525081 1.0020172685613031 1.5139341862313811 0.50798150034011058 1.5088660091701047 0.51131925388643651 0.50332801113908154 17.047420088542527
leaf_count=226 42 16 107 118 248 53 36 559 24 30 92 39 207 385 45 51 31 37 19 31 363 45 57 13 56 59 32 38 13 962
internal_value=-2.94544e-08 -3.88689e-05 0.000123015 0.000325776 -0.00024762 -0.000983647 -3.47151e-05 -0.000236706 -9.71233e-05 -1.25451e-05 0.000513577 2.8619e-05 6.90556e-05 3.74236e-05 6.99536e-06 -1.85434e-05 -0.00017052 0.000369539 -0.000306284 -0.00063165 5.4112e-05 0.000170283 0.000109211 -0.000229252 0.000239468 5.60902e-06 -1.13281e-05 -4.3354e-05 0.000232297 -8.49076e-06
internal_weight=41.7193 31.7099 10.0093 6.46989 3.53945 1.02911 31.7082 7.56886 7.04756 6.53479 1.50904 24.1393 22.1257 21.616 21.1074 20.589 5.02575 1.00961 4.01614 2.01261 2.51034 5.94324 5.43419 1.51015 3.92404 20.0828 19.5748 18.066 2.00574 17.5546
internal_count=4034 2735 1299 515 784 301 2693 839 280 256 108 1854 1815 1608 1572 1187 148 68 80 61 483 397 171 58 113 1142 1083 1051 120 1013
is_linear=0
shrinkage=0.1


Tree=931
num_leaves=31
num_cat=0
split_feature=8 15 2 16 20 19 22 2 2 22 17 7 6 5 8 23 23 21 5 23 8 9 2 5 22 20 16 16 10 9
split_gain=2.31079e-05 2.14183e-05 5.60404e-05 6.32899e-05 4.8099e-05 3.22603e-05 5.49617e-05 0.000216153 6.80147e-05 5.13491e-05 4.27812e-05 5.77862e-05 0.000215484 5.88685e-05 0.000124682 4.12095e-05 6.46541e-05 3.48035e-05 6.84997e-05 3.47814e-05 5.71062e-05 3.32292e-05 0.000145894 5.66258e-05 3.13756e-05 2.79146e-05 1.60491e-05 4.87231e-05 1.49404e-05 1.73925e-05
threshold=8.8430989333000021 45.560261772200008 222.71270326640004 22.614947116400003 43.182896969600009 14.351157895250003 -0.012794999999999999 210.62522394830003 93.57193670880001 -0.10423499999999999 190.25644477395002 23.109894804950002 16.535386346650004 21.500664456800006 8.6432548896500023 0.086355000000000029 0.087245000000000031 5.4349223666500004 22.213482503200002 0.10249000000000003 8.543332867800002 202.67187917800004 145.31340866805002 22.862610686750006 -0.087234999999999993 42.719328117250008 18.634956423400002 15.484963789400002 62.111448187750007 194.43273554075003
decision_type=2 2 2 2 2 2 2 2 2 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 24 -5 17 8 -8 -7 15 -11 12 -12 25 -15 -10 -17 18 19 -1 -21 22 -19 -24 -4 28 27 -23 -13 -30
right_child=-2 2 3 4 -6 6 7 -9 9 10 11 13 -14 14 -16 16 -18 21 -20 20 -22 26 23 -25 -26 -27 -28 -29 29 -31
leaf_value=7.1944835473862322e-05 -0.00065976488185038196 -0.0012108101366782708 -3.7648611444575997e-05 -0.0012861931501755356 9.6968743055543267e-05 0.0011978913310030639 0.0022756277400522206 -0.00016666475206647977 2.4312779638642765e-05 0.00064479408176949674 -0.0021143641004424223 -4.8931855358388715e-05 0.00079856596005686929 0.0019492678748060524 3.673030405735168e-05 -7.3689792273144814e-05 -0.0016756435891192079 -0.0019251224906372919 0.0012079432419684318 -0.0012759001493993255 0.000224012430750475 1.5897951488941724e-05 -6.1535347553187645e-05 -0.0011768587023505671 0.0010783535652148875 -0.0004993597187073303 0.00011691525257261655 -0.0010816725060546883 5.6344945815591999e-06 0.00083736932942964331
leaf_weight=13.069392754226383 0.52422723082448541 0.50951970845828176 0.50122592423395673 0.50535442804027797 0.5003280094791962 0.51717492021725675 0.5668128602727468 1.0047522900786132 1.0021734969307492 1.3681894868022944 0.5097951385687336 1.999623023435561 0.50603234360005445 0.51672956784159385 1.0015419731571453 0.49975347518920876 0.50807317160678167 0.52572841603639187 0.50993603985306712 0.51429428905016361 0.50121459124056855 2.005912953611293 4.5091529258770757 0.50632603937530252 0.50647948075213023 1.0061131703482713 4.0107616477087618 0.50660179434592567 0.50032112731423672 0.50536702399040223
leaf_count=1241 201 75 18 59 4 104 52 25 24 24 32 20 13 49 10 2 49 311 418 108 6 138 535 162 32 30 66 150 3 73
internal_value=-2.28287e-08 8.37279e-06 -0.000273932 -3.68403e-05 -0.000598069 2.67901e-05 0.000162855 0.000714191 7.98676e-05 2.16017e-05 0.000136242 2.9941e-05 -0.000663294 0.000157291 0.000687645 -0.000429757 -0.000881279 -3.45195e-05 6.93628e-05 2.81412e-05 -0.000535603 -0.00016019 -0.000340258 -0.00017413 0.000523262 -4.34409e-05 -7.23074e-06 -0.000205407 0.000109191 0.000423588
internal_weight=41.7189 41.1947 2.52291 2.01339 1.00568 38.6718 12.0125 1.57157 10.4409 9.92371 7.91371 6.54552 1.01583 5.5297 1.51827 2.01 1.00783 26.6593 14.5948 14.0849 1.01551 12.0645 5.54121 5.01548 1.00771 4.01142 6.52328 2.51251 3.00531 1.00569
internal_count=4034 3833 188 113 63 3645 510 77 433 329 254 230 45 185 59 75 51 3135 1773 1355 114 1362 1008 697 50 126 354 288 96 76
is_linear=0
shrinkage=0.1


Tree=932
num_leaves=31
num_cat=0
split_feature=15 7 23 19 13 5 8 9 19 23 0 15 8 10 21 2 22 23 23 9 21 5 13 20 23 22 4 12 21 20
split_gain=2.44788e-05 9.41152e-05 3.44117e-05 2.57967e-05 2.64939e-05 6.88476e-05 1.88784e-05 4.76044e-05 2.01097e-05 4.39294e-05 8.72752e-05 5.77038e-05 4.24478e-05 9.23426e-05 3.32171e-05 5.94587e-05 5.26933e-05 4.09329e-05 6.63894e-05 8.69139e-05 2.79042e-05 4.8648e-05 3.07913e-05 5.51791e-05 2.75281e-05 5.96832e-05 2.5081e-05 1.80631e-05 1.64244e-05 1.46972e-05
threshold=46.435439118750004 23.514778597300005 0.092260000000000023 14.651182102100002 98.050756475600011 13.154029769200003 8.8430989333000021 177.77223095870002 14.351157895250003 0.13041500000000003 88.872360418250011 34.139075990150012 8.2435668022500028 62.116825104000007 5.6596500893500012 134.33885108415004 -0.046635000000000003 0.10065000000000003 0.085820000000000021 201.14010537530001 5.3866163921000005 22.213482503200002 117.54745483760001 40.720231579350006 0.10249000000000003 -0.10623499999999998 190.59884082990001 208.68539434980002 3.4801976177500005 40.316494640950005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 7 -7 20 10 11 -10 13 -13 15 26 17 18 -16 -20 21 24 27 -24 -9 -26 -14 29 -28 -22
right_child=1 2 -4 -5 5 6 -8 8 9 -11 -12 12 14 -15 16 -17 -18 -19 19 -21 22 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=-0.011794261582228028 -0.0015040789102117676 -0.00042136481021357719 0.00074642515596212537 0.00071888573591768372 0.020962359364108049 0.015525252173038498 -0.00059339195420950825 6.3316399649874136e-05 0.0011535304176634015 0.00062459579393121486 -0.001221211007532798 0.0016148356004691636 -0.00038392040557720441 -0.00029242323658947841 9.3462705819229541e-05 -0.0012455338495500701 -0.00024931404482150978 -0.00011082924633424084 0.002155452845331239 0.00030775041097474108 -0.00044770003419494103 0.0010186649110070038 6.9321691437450805e-06 -0.00084837300911084395 0.0002982765657871394 -0.0012348860391755683 0.00066937863124365477 0.00052325452816227446 -3.0966144446706462e-05 -4.3552926774372258e-05
leaf_weight=0.0019026524748600995 0.50821570290761897 0.5029334505961669 0.50641782964157755 0.51383413156085467 0.0015676662134315169 0.0019783363973847603 0.51945086790344319 13.066717994732008 0.50629845300681786 1.5108074249947083 0.51529374815368179 0.5117258013524395 1.4064249116236158 0.50375007219008694 1.0038330077926296 0.51558160767009997 2.0071002067331705 1.002815243406644 0.51351720597358486 0.50487849429623566 1.0134575906370287 0.50985806767935393 1.5016229769316845 1.5155597781965466 0.50203924082646978 0.51372511472925519 0.50348714305437148 0.50923379873313557 0.9998466182332777 8.0248018964256271
leaf_count=1186 84 43 21 67 202 617 153 530 34 24 84 54 25 20 27 79 27 13 38 11 119 66 11 39 22 48 55 123 5 207
internal_value=-4.55431e-09 -0.000394257 0.000164546 1.48782e-05 5.76341e-06 6.32914e-06 5.5013e-06 1.34446e-05 1.2661e-05 0.000120437 4.78578e-05 0.000113388 5.77958e-05 0.000668696 -1.5554e-05 -0.000255761 0.000147953 0.000411537 0.000670577 0.00123944 -3.49837e-05 5.90767e-05 -0.000144223 -0.000422696 2.43346e-05 -0.000477124 -8.03823e-05 -5.6221e-05 0.000203589 -8.88698e-05
internal_weight=41.7187 1.51757 1.00935 40.2011 39.6873 39.6854 39.6838 39.1644 39.1624 12.0054 10.4946 9.97926 9.47296 1.01548 8.45748 3.42534 5.03214 3.02504 2.02223 1.0184 27.157 14.5923 12.5647 3.01718 14.0825 1.01576 2.90976 9.54749 1.50333 9.03826
internal_count=4034 148 64 3886 3819 2633 2431 2278 1661 496 472 388 354 74 280 164 116 89 76 49 1165 666 499 50 600 70 85 449 60 326
is_linear=0
shrinkage=0.1


Tree=933
num_leaves=31
num_cat=0
split_feature=15 4 0 19 9 20 10 18 3 23 6 12 22 13 21 14 16 8 12 6 20 16 22 22 8 22 23 14 22 4
split_gain=1.98204e-05 8.22711e-05 3.20943e-05 2.09062e-05 2.12969e-05 1.59485e-05 6.22675e-05 0.000188556 8.39349e-05 5.30004e-05 3.99688e-05 0.000888282 4.57544e-05 3.75252e-05 0.000170791 3.4531e-05 3.35922e-05 3.32102e-05 3.02059e-05 2.86324e-05 2.84047e-05 3.13049e-05 7.65776e-05 3.46611e-05 0.000112162 5.51341e-05 8.62728e-05 3.33256e-05 2.66739e-05 2.63832e-05
threshold=46.435439118750004 346.42057500560003 86.692020874450009 14.651182102100002 68.155894387200007 40.003678352300007 69.999384342500022 13.3584252364 84.812788641250009 0.10249000000000003 16.605387982250004 79.133367176650012 0.13006000000000004 117.60660091645001 10.003699902950002 165.09063850220002 18.554956610400005 8.7431769115000026 103.54784004735002 14.385336111050002 40.280372415600006 22.654947022900004 -0.078504999999999991 -0.058374999999999996 8.4434108459500017 -0.078649999999999984 0.11243000000000002 179.86971370815004 -0.0034049999999999996 185.29521033610004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 7 17 9 19 11 -7 13 15 -15 16 -13 -6 -17 -8 28 23 -23 25 -25 27 -27 -22 -20 -29
right_child=1 2 -4 -5 5 10 8 -9 -10 -11 -12 12 -14 14 -16 18 -18 -19 20 -21 21 22 -24 24 -26 26 -28 29 -30 -31
leaf_value=-0.011884133979877282 -0.0013921365212738383 -0.00039515404379630566 0.00073251342886450398 0.00064732115348993958 4.050376984289088e-05 -0.086618134754039122 3.469609865680051e-05 0.0021531353618983212 -0.0013278518577149818 -0.00095398245566076132 -0.00091266685337509511 3.1754071129418215e-06 0.00092123763076210367 -0.0020034060791016424 -1.8907566764727774e-05 -0.00077983373974980358 0.0011582261337936481 0.00090703338716841193 -0.0010311114330605275 0.00083265826996480681 0.00083350085521196032 -4.0936865474029455e-05 0.0014657579679989261 -2.9570964243831746e-05 -0.0011419566573429342 0.0017187747972193185 -0.0001243270726877609 -0.00048298824189951816 -5.9845463598045349e-07 5.5586598894789656e-05
leaf_weight=0.0015065526077638882 0.50839845035990094 0.50562817226915135 0.50392050305390512 0.51359026850469192 3.4136161710216006 0.0011843359885997931 4.0166388926806809 0.53557466449408719 0.51265004048805973 0.5072150340282241 0.50558939648036627 0.50060532451120454 0.51566798401138569 0.52420027723810969 2.5112152951064726 0.50350592956644646 0.50658625885080255 0.50812284581661504 0.50422218390443807 0.50635603486108482 0.50795430081347248 1.0040715587521729 0.50799139220941825 8.5157764800250764 1.0144013563785836 0.51624612572963424 0.4998800881767238 1.0054257465518492 0.50050065441013514 9.5402822723204181
leaf_count=903 80 52 16 67 254 30 306 163 110 112 254 28 93 70 35 77 53 39 39 31 29 25 35 183 32 113 6 28 13 758
internal_value=4.08021e-09 -0.000354711 0.000167726 1.33979e-05 5.19427e-06 5.64562e-06 0.000114868 0.000393132 -0.000108899 1.53292e-05 -3.11484e-05 -1.58746e-05 -1.23594e-05 -2.91556e-05 -0.00036162 1.02228e-05 0.00058413 0.000152776 -1.32552e-05 0.000124029 2.74927e-06 2.53769e-05 0.000465251 -5.41559e-06 -0.000147974 0.000107147 0.000812067 4.23465e-05 -0.000517763 4.23898e-06
internal_weight=41.7185 1.51795 1.00955 40.2006 39.687 39.6855 10.0002 4.45731 5.54286 5.03021 29.6853 29.1797 29.1785 28.6629 3.03542 25.6274 1.00719 3.92174 24.6203 4.52299 24.1168 23.112 1.51206 21.6 9.53018 12.0698 1.01613 11.0537 1.00472 10.5457
internal_count=4034 148 68 3886 3819 2916 1015 456 559 449 1901 1647 1617 1524 105 1419 81 293 1338 337 1261 1209 60 1149 215 934 119 815 52 786
is_linear=0
shrinkage=0.1


Tree=934
num_leaves=31
num_cat=0
split_feature=8 8 3 10 20 21 8 17 13 22 6 6 17 21 16 9 21 15 0 20 15 21 22 16 20 20 23 18 2 0
split_gain=2.05458e-05 2.17255e-05 3.61976e-05 1.73083e-05 4.9682e-05 0.00022259 9.10924e-05 5.51924e-05 4.56531e-05 0.000157658 0.00134891 0.000693792 0.000259724 0.000395866 0.00010266 0.000231265 6.08807e-05 4.25728e-05 6.48246e-05 4.95009e-05 3.20717e-05 7.2875e-05 9.78347e-05 3.04571e-05 3.12309e-05 2.92806e-05 8.41563e-05 0.000107229 2.75104e-05 1.75486e-05
threshold=8.8430989333000021 8.7431769115000026 93.765354215650021 61.987779113750001 40.633548727200008 8.7462497811500022 8.4434108459500017 193.31651039250002 117.55283175385001 -0.14429 16.465384711100004 16.325381439950004 187.28691448030003 4.0847671134500008 22.604947139800004 193.42660545270004 14.894616075700002 42.246988155050012 85.877418060900013 33.151194885250007 38.884669609800007 6.2631776902500009 -0.116995 22.674946976100003 40.241071441700008 42.686561923500008 0.08376500000000002 13.4793103924 123.74733359145002 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 3 -3 4 7 -6 -7 23 9 10 11 12 -5 -14 -10 -16 17 19 -19 -11 25 22 -22 24 -1 29 28 -28 -27 -21
right_child=-2 2 -4 8 5 6 -8 -9 14 16 -12 -13 13 -15 15 -17 -18 18 -20 20 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-9.6707353330789846e-05 -0.00062202236506427575 0.0006013548056622779 -0.00017334911201493736 0.024527758217997006 -0.0023572419158273796 -0.001186678807148861 0.00036167144065503279 0.0010452885474058909 5.5139150932521759e-05 0.020198743371824958 -0.10009099646484564 0.076975596517536604 0.017550099374349055 -0.057400863480008751 -0.00032300050199411608 0.0026786012938483177 -0.0011074598109021918 0.0001663661271974617 -0.0014330663089940241 0.00043119251900993914 1.7281772704870269e-05 -8.4179415923025697e-05 0.0019824717238652754 -0.00042018941483444762 0.00086853134075366104 0.000703709106789999 -1.18333857333571e-05 -0.0020713517627355639 -0.0001491886475555429 3.3069348200259609e-06
leaf_weight=1.0006841296409161 0.52433505735122921 1.5135539347013467 1.0026757352667646 0.0014251195997635286 0.51569337398851978 0.50813653194095554 1.5063766626282644 0.50581723297909764 3.5132799105892056 0.0012154483742062841 0.00147206398319355 0.0011443189719813063 0.0011725440773002783 0.0017660654908129431 0.50863158282743171 0.51820369550010525 0.51087450827426195 0.50147361225905018 0.51224361564912613 1.0064616684123624 0.5001835738949012 1.506133464237166 0.51329945551810785 1.4102737681669166 0.50405798212537245 0.505314939931233 0.49999519531554892 0.5113437302171101 1.5031830474661712 20.10783567358974
leaf_count=161 201 40 25 354 273 129 24 20 59 98 10 25 163 335 42 73 123 37 71 57 3 38 51 39 8 131 8 235 105 1096
internal_value=6.95999e-09 7.92443e-06 0.000292648 -1.05987e-05 -0.000167473 -0.000503435 -2.88811e-05 8.10211e-05 1.79274e-05 -2.94746e-05 -0.0150565 0.00766954 -0.0105049 -0.0274944 0.000312215 0.00119179 -2.57524e-05 -5.77976e-06 -0.000641846 1.84105e-05 1.74903e-05 0.000356983 0.00101259 -8.62999e-05 0.000226628 -1.79529e-05 -0.000309206 -0.00105315 6.53906e-05 2.37031e-05
internal_weight=41.7183 41.1939 2.51623 38.6777 5.95104 2.53021 2.01451 3.42083 32.7267 28.1865 0.00698011 0.00550805 0.00436373 0.00293861 4.54012 1.02684 28.1796 27.6687 1.01372 26.655 26.6538 2.51962 1.01348 2.91502 1.50474 24.1341 3.01984 1.01134 2.0085 21.1143
internal_count=4034 3833 65 3768 654 426 153 228 3114 2940 887 877 852 498 174 115 2053 1930 108 1822 1724 92 54 208 169 1632 479 243 236 1153
is_linear=0
shrinkage=0.1


Tree=935
num_leaves=31
num_cat=0
split_feature=15 21 19 22 17 23 22 10 15 7 19 19 8 6 13 20 6 21 3 6 6 21 6 21 22 21 23 22 7 20
split_gain=2.02264e-05 9.07327e-05 3.44832e-05 2.14496e-05 0.000144697 1.574e-05 6.61536e-05 0.000480732 0.00060773 0.000308334 6.25738e-05 2.58313e-05 5.10856e-05 9.33522e-05 2.62574e-05 2.4441e-05 0.000105906 0.000292337 6.61279e-05 4.08989e-05 3.47141e-05 2.74259e-05 6.86603e-05 3.48644e-05 0.000103295 3.01556e-05 6.81421e-05 4.92377e-05 9.37212e-05 0.000120625
threshold=46.435439118750004 15.285239689500001 14.651182102100002 -0.54526999999999992 192.41413881610001 0.13041500000000003 -0.14429 62.020040611300011 37.050691080100002 23.397000037200005 14.351157895250003 14.551174033150001 8.2435668022500028 16.555386813950005 98.050756475600011 39.685256516350002 14.865347326450001 0.2796341810500001 84.812788641250009 14.385336111050002 16.575387281250006 2.7968392888000007 14.815346158200002 3.9632429946000003 -0.102645 5.3866163921000005 0.092075000000000032 -0.053159999999999992 23.271765593750004 40.377444152000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 -5 9 -9 -7 14 -13 -14 -8 16 18 -18 19 -16 21 22 -17 24 -23 26 -25 -27 29 -29
right_child=1 -3 -4 5 -6 10 11 8 -10 -11 -12 12 13 -15 15 20 17 -19 -20 -21 -22 23 -24 25 -26 27 -28 28 -30 -31
leaf_value=0.012850689529652921 -0.0014394142310282644 0.00019461573062887615 0.00082730782030709471 -0.035971045637722007 -0.036855250051131071 -0.00023294205615092368 -0.014368622037453795 0.038027545064509019 0.081141286883121902 -0.034420874979368722 0.00067768160912989959 0.00051562025789886866 -0.0017485112646129304 -0.00010144774221778081 -6.6075058412255942e-05 -9.0412585547343713e-05 3.413697248622554e-05 0.0027997763278700531 -0.0011499339801763252 0.00089490105513293406 -0.00085629507289907379 -2.6177148328352154e-05 0.001326319891756154 3.5799751271843225e-05 -0.0016705971368231873 5.0876291829800097e-05 0.00092299261185535813 -7.7944801240218987e-05 -0.00013614029066088003 -0.0022606650110723269
leaf_weight=0.0013014249273382633 0.51362882007177901 1.0041808217467219 0.51405588927318646 0.0015446162479060138 0.0010648554042536548 1.5069044439055113 0.0012709874597253137 0.0010878573539578463 0.0014494270612885884 0.0012770327981558856 1.5114886296551047 0.50383016397972569 0.51249411592442595 1.0473826094465026 3.5184917473486381 1.0041064262936519 1.3651667165624388 0.53081130079411298 0.51369333215422663 0.50665426066962016 0.50575087010299569 1.5041834068542814 0.51884286736850516 6.0168171729675661 0.51202258390806576 10.557106547990093 1.0112228805873824 0.50026419643833742 5.5169841940545368 0.51263678187077
leaf_count=160 129 19 67 329 175 68 662 192 23 375 28 32 50 25 155 90 63 131 94 27 197 13 157 121 99 339 22 5 107 80
internal_value=3.81786e-09 -0.000358342 1.35337e-05 2.99281e-06 -0.0095176 3.56051e-06 -1.45095e-05 0.0110953 0.0301549 -0.00109436 0.000223061 -1.61336e-05 -0.000359824 -0.000642587 4.36811e-06 4.89616e-06 0.00018073 0.000808425 -8.14729e-05 5.48852e-05 -3.52835e-05 -2.02685e-05 0.000392244 -4.43101e-05 -0.000443783 -1.0911e-05 0.000163453 -8.26284e-05 -0.00029847 -0.00118264
internal_weight=41.7177 1.51781 40.1999 39.6859 0.00236628 39.6835 36.6651 0.00535893 0.00381432 0.00236489 3.01839 36.6597 2.06371 1.55988 34.596 34.5948 6.43482 1.89598 4.53884 4.02515 28.1599 27.6542 1.52295 26.1312 2.01621 24.115 7.02804 17.087 6.52989 1.0129
internal_count=4034 148 3886 3819 335 3484 3388 919 590 567 96 2469 107 75 2362 1700 470 194 276 182 1230 1033 247 786 112 674 143 531 192 85
is_linear=0
shrinkage=0.1


Tree=936
num_leaves=31
num_cat=0
split_feature=8 19 15 22 22 9 15 16 23 16 7 21 4 8 5 9 5 21 23 4 22 22 20 0 6 12 19 23 23 21
split_gain=2.23418e-05 2.58526e-05 5.44291e-05 7.85535e-05 6.99788e-05 0.000148263 0.000167648 4.08858e-05 4.05897e-05 0.000182426 4.449e-05 3.01768e-05 3.01635e-05 7.44796e-05 4.74666e-05 3.01022e-05 3.69937e-05 0.000133774 2.40995e-05 2.54268e-05 2.10558e-05 4.94119e-05 0.000115569 5.80674e-05 0.000166167 8.81918e-05 4.93427e-05 2.8618e-05 2.51903e-05 4.67697e-05
threshold=8.8430989333000021 14.351157895250003 46.074827201850006 -0.086139999999999994 -0.067109999999999989 200.95377551580003 37.491361913600009 22.594947163200004 0.11148000000000002 22.644947046300004 23.314707969200004 12.706368345750002 193.73972847335003 8.3434888241000014 21.454033346250004 197.02865361825005 24.041678002600005 14.136086967800003 0.12746000000000005 299.26394832300008 -0.096529999999999991 -0.059424999999999999 40.098777110850008 93.399723909900004 14.745344522600002 173.20477533325001 13.151061067750001 0.098075000000000023 0.090390000000000012 5.4349223666500004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -4 12 6 -6 11 9 -9 -11 18 13 -3 -15 16 17 -14 19 20 26 22 -22 25 27 -23 -1 -25 29 -24
right_child=-2 2 3 -5 5 -7 -8 8 -10 10 -12 -13 15 14 -16 -17 -18 -19 -20 -21 21 23 28 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0011058350031263845 -0.00064870279235718987 0.0013899639669079005 0.00030426432863833811 -0.0014552537403959998 -6.5402024963656706e-05 0.0021132763808656067 0.0018300280706067041 -0.002253205761733421 -1.7059450440344143e-05 -0.00052847298952962566 0.00033072759035970476 0.0007765583157142179 -0.0019653033501931256 -0.00027997586889511614 0.00064927620533297183 9.0093650428694838e-05 -4.7493374300072091e-05 0.0003310881221158946 -0.00068428202289250823 0.00071276338223799608 -0.0017744708257894891 -0.0016078639492080036 -7.7273403394172982e-05 5.7437616678866777e-05 0.0018643247301776305 0.00025615109774102034 6.9503446576360677e-05 -0.0007134827260531463 0.00025651990275777189 -0.0011893844262452179
leaf_weight=0.51151938536954045 0.52420790708537524 0.51063989659723885 0.50332223100526896 0.51168157508249013 2.5083160157810216 0.51960973594941595 0.57329490533388128 0.51360639555003818 3.0039559296424097 1.5066357603489517 1.0044440192352793 0.51077776188084101 0.51279480267749045 1.5084325838433872 0.8648619603818587 3.5167471112825481 1.4996645808759579 0.50202202692616993 0.50433023103308627 0.50990095169759797 0.51425298307005141 0.51190047680512418 1.5041055423801171 9.5217580485532061 0.51261306749074798 0.50345852020885984 4.5121998024522965 0.50717440847712048 1.0040742359718149 0.50515728535794568
leaf_count=621 201 117 48 69 32 58 81 51 26 45 34 388 43 41 22 114 8 8 52 652 139 208 41 346 41 37 378 52 29 52
internal_value=2.34278e-08 8.27884e-06 0.000121547 -0.00058274 0.000178661 0.000550695 0.000287219 -4.71287e-05 -0.00027743 -0.000536016 -0.000184789 1.70505e-05 2.83797e-05 0.000294383 5.86567e-05 -9.88143e-05 -0.00036302 -0.000829296 -1.31576e-06 1.539e-05 -2.29392e-06 -6.13475e-05 -0.000388938 3.86452e-05 0.000108212 -0.000683605 0.000175024 1.84513e-05 -0.000152485 -0.000356874
internal_weight=41.7175 41.1933 13.5314 1.015 12.5164 3.60122 3.08161 27.6619 6.02864 3.02469 2.51108 21.6332 8.91516 2.88393 2.37329 6.03123 2.51448 1.01482 21.1224 20.6181 20.1082 15.0845 3.52759 11.5569 10.5415 1.01536 5.02372 10.0289 3.01334 2.00926
internal_count=4034 3833 641 117 524 171 113 3192 156 130 79 3036 353 180 63 173 59 51 2648 2596 1944 945 261 684 439 245 999 398 122 93
is_linear=0
shrinkage=0.1


Tree=937
num_leaves=31
num_cat=0
split_feature=3 20 22 17 9 18 18 7 17 21 22 22 22 18 7 21 15 7 22 16 23 5 7 22 13 14 6 22 6 5
split_gain=2.64017e-05 0.000187427 0.00603937 0.0061285 0.00405171 0.00213663 0.000825615 0.00015589 4.96155e-05 4.81858e-05 4.51705e-05 0.00010179 3.94749e-05 3.45967e-05 5.59458e-05 3.9099e-05 7.51434e-05 3.66327e-05 0.000127139 2.93857e-05 2.4562e-05 4.54122e-05 2.94185e-05 8.30969e-05 7.37144e-05 5.92649e-05 0.00177228 0.00212162 0.0021825 0.0021344
threshold=93.281431752200021 41.770271989050009 -0.097294999999999993 189.95176274255002 197.55459634620004 13.012604996900002 13.077716774800001 22.314221067900004 192.94032447935004 14.70115454445 -0.053159999999999992 0.022350000000000005 -0.063749999999999987 13.276755824150003 23.109894804950002 13.094317010850002 34.139075990150012 23.445318439400001 -0.086139999999999994 22.584947186600004 0.13041500000000003 18.553574773300003 23.974509389900003 -0.011675 117.66037007905001 285.93967426180006 16.325381439950004 -0.092710000000000001 15.710367070250003 20.849573174100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 8 -3 4 5 -4 -7 -1 10 13 12 -12 19 15 -15 16 -9 18 -16 -2 22 -22 23 -19 -25 -24 27 -27 29 -29
right_child=1 2 3 -5 -6 6 -8 9 -10 -11 11 -13 -14 14 17 -17 -18 20 -20 -21 21 -23 25 24 -26 26 -28 28 -30 -31
leaf_value=-0.035262396359385086 -0.00078883712752409645 0.00030638770391918724 -0.082866852031080213 -0.10010910989016186 -0.10010897345967783 0.088652474639757839 0.015496776532809124 6.9685108302520109e-07 0.00091132378405751825 0.0010074882728163686 -0.0017436787490932534 -2.0427851127529349e-05 0.00085952476193579199 -0.0010260607569470019 2.5228506125620763e-05 -1.1376880941809322e-05 0.0017222697954030726 -7.2738944719649915e-05 0.0017839197736439442 6.0215615538522456e-07 -0.00015465778052566319 0.00079574575346511045 -1.7860449070542513e-05 -0.0018990483864579203 -0.00018962826379013831 -0.035382518024594953 0.00016197317831205559 0.04489507198081967 0.085871160979547806 -0.056123825810439447
leaf_weight=0.0012503804069038385 0.50626061240724318 0.50602176275738531 0.0011981639963519822 0.012329426587131542 0.0027917309302827329 0.0042595113011461017 0.0024186954659489654 0.50234499033883684 0.5198237026378657 0.51430993992244012 0.50952995503414955 1.0473502396008574 0.50593433544781863 0.51840468269400375 2.0034289280786424 1.0010205694707108 0.51189025422900158 6.0291955622596447 0.51716618100402012 6.8709431494525006 1.0023100778628582 1.008730509433917 15.582275536114158 0.50979603104022675 0.49936595559120178 0.0040938005567814724 1.005619601214448 0.0068124307066440189 0.007366809402810758 0.0030182152805409146
leaf_count=182 244 255 121 114 41 29 36 15 85 200 49 67 15 105 51 5 42 125 111 93 52 21 1086 50 2 335 59 327 28 89
internal_value=3.67723e-08 -0.000137231 -0.00197141 -0.0520906 0.00340574 0.0400959 0.0621571 4.61417e-05 -3.98079e-05 4.75555e-05 -9.21829e-05 -0.000584407 5.02887e-06 3.14807e-05 3.35521e-06 0.000431992 0.000869584 2.22931e-05 0.00038607 -5.35731e-05 -1.34429e-05 0.000322061 -4.19749e-05 -0.000213314 -0.00105317 3.06322e-05 0.000766456 0.0293171 0.0447187 0.0138801
internal_weight=41.7173 10.4889 0.529019 0.0229975 0.0106681 0.00787637 0.00667821 31.2284 9.95984 31.2272 9.44002 1.55688 7.88314 30.7128 28.6976 2.01526 1.01424 28.1792 2.5206 7.3772 25.6586 2.01104 23.6475 7.03836 1.00916 16.6092 1.02691 0.0212913 0.0171975 0.00983065
internal_count=4034 1149 596 341 227 186 65 2885 553 2703 468 116 352 2503 2441 62 57 2336 162 337 2174 73 2101 177 52 1924 838 779 444 416
is_linear=0
shrinkage=0.1


Tree=938
num_leaves=31
num_cat=0
split_feature=6 20 17 22 8 2 6 13 5 6 17 2 22 18 8 17 19 0 6 19 21 4 22 12 21 6 19 18 9 7
split_gain=2.28721e-05 6.28678e-05 0.000111741 0.000107737 0.000234169 4.92689e-05 4.6007e-05 0.000214203 7.20112e-05 4.6851e-05 0.000103621 4.37822e-05 3.99597e-05 0.000121731 0.000202775 3.66493e-05 3.28472e-05 2.45478e-05 0.000119683 0.000108815 3.88633e-05 2.41653e-05 1.89893e-05 6.47629e-05 5.57854e-05 2.90507e-05 3.71584e-05 2.19467e-05 6.10352e-05 1.63669e-05
threshold=16.465384711100004 40.563919884450009 192.94032447935004 -0.059424999999999999 8.3434888241000014 97.254132369200008 16.235379337050002 117.46680109370001 20.769304081650002 16.375382608200002 195.00249838555001 216.11743889730002 -0.087234999999999993 13.142272494650003 8.7431769115000026 191.58460912770002 14.351157895250003 93.399723909900004 14.745344522600002 14.251149826300002 7.0441631297000011 274.40025405315004 0.048475000000000011 92.218642671200016 1.9176293050000004 13.955326063950002 13.151061067750001 14.738651916450001 206.57490536735003 23.779256055650006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 11 15 -2 8 -8 16 10 -9 21 -11 -14 -15 -5 17 19 20 -1 22 29 24 -24 -19 26 -26 -27 -29 -3
right_child=1 3 -4 4 -6 -7 7 9 -10 12 -12 -13 13 14 -16 -17 -18 18 -20 -21 -22 -23 23 -25 25 27 -28 28 -30 -31
leaf_value=-0.0016185099735531701 0.00094651525810666981 -0.00021094834363808939 0.0015707039061338347 0.0004637815284542757 -0.0027532460563197358 -0.00010063182903720939 0.0022025172323927472 -0.0015237848142060026 -0.0011833005786885719 4.9687110952322207e-05 0.0004986571165625772 0.00079077581497891548 -0.00019517539068526643 0.0027395423740100033 -8.0721736674667938e-05 -0.00074269090777091243 0.00055655241352723164 -0.0011293006497275187 0.0015049079615393071 1.381080620883057e-05 -0.0008904253732894816 -0.00062395858019044623 0.001197907369077342 2.7589235923754446e-05 -0.0011243428316943947 -3.2566670562471902e-05 -7.4320082869111265e-05 0.0012613918496483826 -0.00029431412919118938 0.00013895510339806302
leaf_weight=0.51304207283929004 0.50769511144920709 4.0176684556921733 0.51915601650065912 0.50484586131593678 0.51867104583874368 3.90792427952361 0.52706140139159519 0.50804391435199903 0.52693850260228003 4.5109246366096505 0.50530489713225535 0.5082553147632537 1.0081573603981309 0.51903144366289644 0.50103796883592366 0.50230268815942947 1.0106055875930895 0.51000816791988057 0.52283741571268727 2.0021290396116456 0.51197155137108197 1.0061899511885917 0.50704337249126119 7.0106079223799123 0.50826012680408617 4.0058600864986147 1.0003419023756803 0.50813590562839273 0.5006730665275132 2.0034180735370768
leaf_count=153 92 220 65 139 92 180 149 28 373 74 35 113 38 93 5 16 37 350 103 22 698 33 35 224 445 84 45 38 42 13
internal_value=-5.721e-08 -0.000104262 0.00018293 -0.000260666 -0.00102695 1.97661e-05 5.25608e-05 0.000253419 -3.00755e-05 0.000117399 -0.000515297 -0.000105506 0.000215446 0.000584105 0.00135428 -0.000137931 1.72092e-06 -2.92563e-05 1.75255e-05 -0.000319148 -3.4102e-05 -0.00017033 -3.97243e-06 0.000106524 -0.000122078 -4.33308e-05 -0.000428081 7.24167e-05 0.000489293 -9.45237e-05
internal_weight=41.7141 13.9961 4.93478 9.06135 1.52582 4.41562 27.718 8.07956 19.6385 7.5525 1.01335 7.53553 6.53915 2.02823 1.02007 1.00715 19.1115 18.1009 15.5857 2.51517 15.0629 7.02728 14.5509 7.51765 7.03328 6.52327 1.5086 5.01467 1.00881 6.02109
internal_count=4034 963 337 626 247 272 3071 422 2649 273 63 379 210 136 98 155 2276 2239 2064 175 1961 266 1263 259 1004 654 490 164 80 233
is_linear=0
shrinkage=0.1


Tree=939
num_leaves=31
num_cat=0
split_feature=15 21 19 13 5 6 22 5 22 22 22 16 7 15 0 3 3 0 21 22 13 16 13 16 16 13 14 17 18 2
split_gain=2.4711e-05 8.52289e-05 3.13832e-05 2.03641e-05 5.71169e-05 1.79071e-05 6.08026e-05 0.000196001 5.33233e-05 7.85737e-05 7.68942e-05 5.31875e-05 0.000218264 5.59958e-05 4.54312e-05 0.000275336 0.00018331 0.00506241 0.00282798 0.00140591 0.000627646 0.00522916 0.00775268 0.00141721 0.00254438 0.00137686 0.000838367 7.19681e-05 5.20552e-05 5.68846e-05
threshold=46.435439118750004 15.285239689500001 14.651182102100002 98.050756475600011 13.154029769200003 16.455384477450004 -0.031449999999999999 22.862610686750006 -0.037054999999999998 -0.053159999999999992 -0.06483499999999999 22.644947046300004 23.109894804950002 42.246988155050012 90.767723400200012 89.805255389500005 83.538459487450012 93.399723909900004 2.0976681454000006 -0.053159999999999992 109.49014582065001 18.754956142750004 108.17011287860002 18.684956306450005 18.124957616000003 109.40142670235001 216.04581652670001 199.84861692095004 13.112573650350003 109.11323887240002
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 8 -8 9 10 -7 13 -13 14 15 -6 -16 18 -18 -20 21 22 -19 24 -24 -26 -23 28 -17 -30
right_child=1 -3 -4 4 5 6 7 -9 -10 -11 -12 12 -14 -15 16 27 17 20 19 -21 -22 26 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.010369781625241777 -0.0014441340632685468 0.00013985749454471639 0.00079152005185822126 0.019207261405630151 0.0024687851326233019 -5.7180808155962687e-05 -0.0022778216492688858 0.00010792105653937531 0.00099295174941179689 -0.001272287571654521 0.0011991795875243543 -0.0007088006303153367 0.0022121115115731628 -0.0010105639161102097 1.1011988533992641e-05 -0.00081077083690504813 0.00869381223346909 -0.095599710300705715 -0.026945206740875412 -0.098708807107080479 0.00073277058351948554 -0.097646050468001316 0.074700629880378691 0.089693086876423217 -0.10001574347589691 0.017968068134872575 -0.019197040999862428 -0.0010652284954289226 0.00093132897663224072 0.00011994252793244423
leaf_weight=0.0018918979105241309 0.51345299764999097 1.0037414976747596 0.51370710692992005 0.0015490279138593568 0.51703226176981054 10.895432396136689 0.51236495217503719 1.0501829436443628 0.50598238891325209 0.50782384336578523 0.50995335084481652 0.50854005218479759 0.51480362163283644 0.51146795254898236 15.047306282045071 0.50908211436180462 0.0052748590188694813 0.0048540143294173435 0.0038462000621848338 0.0094061122790662938 0.50845993808104595 0.0065447909365161649 0.0047930430575320315 0.0056260568744619386 0.0017443127557061899 0.0022845737548777834 0.0017203350350882829 0.50693718082693884 1.008870524872673 6.0192913537891384
leaf_count=1186 129 19 67 202 52 567 47 184 7 25 37 28 64 68 450 154 32 92 35 37 51 74 16 11 119 10 27 42 89 113
internal_value=-3.34745e-08 -0.000396201 1.49196e-05 4.86627e-06 5.3609e-06 4.61129e-06 -8.64631e-05 -0.000674372 -1.2494e-05 -5.51977e-05 -1.00689e-06 5.41632e-05 0.000760594 2.48649e-05 4.67822e-05 0.000231889 -5.47914e-05 -0.0018403 -0.0532323 -0.077881 -6.39964e-05 -0.0147599 0.01374 0.0504743 0.0254631 -0.0331132 -0.0813174 8.81142e-05 0.000165685 0.000236414
internal_weight=41.714 1.51719 40.1968 39.6831 39.6812 39.6796 13.9817 1.56255 12.4192 11.9132 11.4054 25.6979 1.02334 24.6745 24.1631 8.56121 15.6019 0.554554 0.0185272 0.0132523 0.536027 0.0275671 0.019302 0.014448 0.00882193 0.00402889 0.00826513 8.04418 7.53724 7.02816
internal_count=4034 148 3886 3819 2633 2431 867 231 636 629 604 1564 92 1472 1404 450 954 504 104 72 400 349 248 156 145 129 101 398 356 202
is_linear=0
shrinkage=0.1


Tree=940
num_leaves=31
num_cat=0
split_feature=8 19 22 21 13 17 21 2 16 9 9 21 23 23 21 17 17 23 7 5 22 22 7 22 19 22 20 3 21 10
split_gain=2.27497e-05 3.0455e-05 6.33024e-05 0.000122192 0.000245563 8.35995e-05 7.96738e-05 4.9948e-05 3.73199e-05 0.000188824 0.000865491 0.000241861 4.84964e-05 9.44242e-05 3.46366e-05 3.4176e-05 0.000103124 4.39799e-05 3.87998e-05 3.03247e-05 7.40557e-05 3.0927e-05 5.31244e-05 2.44318e-05 3.59916e-05 2.86719e-05 0.00011328 5.69575e-05 7.55895e-05 5.4231e-05
threshold=8.8430989333000021 14.351157895250003 -0.067109999999999989 12.315862460400002 117.60122400020002 193.10154186985002 15.109659503850002 199.66651340635002 22.594947163200004 185.90443620030001 184.36538191430003 4.797392351550001 0.09180000000000002 -0.032704999999999991 12.706368345750002 195.42788627465004 199.59317753375004 0.09117500000000002 24.225158517200004 22.387336278850004 -0.084275000000000003 -0.092710000000000001 22.907491544400003 -0.096529999999999991 13.151061067750001 -0.059424999999999999 40.098777110850008 86.272621406050021 3.3335862513000003 71.397382570300024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 6 4 -4 -6 15 -5 9 10 11 -1 13 -10 23 19 -17 18 -18 20 21 22 -3 24 -11 26 -25 29 -29 -27
right_child=-2 2 3 7 5 -7 -8 -9 12 14 -12 -13 -14 -15 -16 16 17 -19 -20 -21 -22 -23 -24 25 -26 27 -28 28 -30 -31
leaf_value=0.044895707310198596 -0.00065499631475191185 0.0011569735114761658 0.002913663593882791 0.00047059407534864634 -0.00058638832307573725 0.0011900114669272876 0.0012200264627644447 -0.00052354303603943826 -0.00019881946949784938 0.00098158248743923822 -0.080839706833987168 -0.011805731283480276 -0.00010816413601457626 -0.0018723765467716568 0.00082889458342561147 -0.0016544380393568887 0.00098333955151080985 -0.00077828260377452814 -0.00025563087692368592 -0.00011118999220660477 0.0013955390994238477 -0.00034899765194895476 -0.00029506248727323426 -0.001683885434318899 9.6441066575756159e-05 0.0007733148155647661 -9.4336998532272302e-05 0.00016078033814698076 -0.0015634516387377604 6.5329391000189868e-06
leaf_weight=0.0012236117053456468 0.52391864078930339 0.50687264609041471 0.52581471539689673 1.0121198900193422 0.54900283298661634 0.51198705784207399 0.50837676777649043 1.0094383804539004 1.0001356978311475 0.51144384907981688 0.0015640332225503317 0.0019529599254703798 4.5194066892163862 0.50856509537886108 0.50893579772159725 0.51291070577210751 0.50751992414257052 0.50258611937078956 0.50353325367704826 4.8672731982972266 0.50761298493671203 1.0038807464870823 0.50101883927709423 0.5138322549759512 4.5130499048408872 1.0158218658194869 3.5174629474549537 0.50636805233443805 0.51067100066529747 10.025815773255378
leaf_count=652 201 36 89 30 20 34 35 27 24 320 14 853 69 63 126 58 37 36 40 85 85 23 6 163 240 94 186 33 37 318
internal_value=-1.9215e-07 8.13744e-06 0.00013108 0.000489752 0.00114657 0.000270824 6.3517e-07 -2.58151e-05 -5.20083e-05 9.31915e-06 -0.0199462 0.0100356 -0.000272044 -0.000762956 1.36941e-05 -6.52202e-05 -0.000428999 -1.37472e-05 0.000366297 3.45834e-05 0.000316207 4.3869e-05 0.000435172 -5.95521e-06 0.00018654 -6.60665e-05 -0.000296942 1.11167e-05 -0.000704983 7.70763e-05
internal_weight=41.7101 41.1862 13.5299 3.60836 1.5868 1.06099 9.92159 2.02156 27.6562 21.6281 0.0047406 0.00317657 6.02811 1.5087 21.6234 9.41321 2.02655 1.51364 1.01105 7.38666 2.51939 2.01177 1.00789 21.1145 5.02449 16.09 4.0313 12.0587 1.01704 11.0416
internal_count=4034 3833 641 200 143 54 441 57 3192 3036 1519 1505 156 87 1517 406 171 113 77 235 150 65 42 1391 560 831 349 482 70 412
is_linear=0
shrinkage=0.1


Tree=941
num_leaves=31
num_cat=0
split_feature=15 7 3 19 7 3 8 19 5 16 21 23 18 2 6 5 22 21 21 2 18 5 17 16 22 22 20 0 12 6
split_gain=2.72418e-05 9.66347e-05 3.52861e-05 3.1059e-05 1.97383e-05 0.000166196 2.1535e-05 3.03537e-05 4.50152e-05 3.05037e-05 4.18462e-05 4.06094e-05 0.000108257 0.000245243 2.80597e-05 9.26671e-05 4.5755e-05 0.000120607 0.000313496 2.76719e-05 5.51394e-05 0.000199252 2.54421e-05 4.54947e-05 1.9374e-05 2.65893e-05 7.37471e-05 4.50767e-05 7.52683e-05 7.15689e-05
threshold=46.435439118750004 23.514778597300005 92.913112988300014 14.651182102100002 21.147833206800005 103.48681881535002 8.8430989333000021 14.351157895250003 20.204934414350003 22.594947163200004 10.831557286200001 0.11148000000000002 13.023291802750002 196.01988179970002 16.285380505300001 20.769304081650002 -0.067109999999999989 13.386374432050003 0.89981818375000011 108.24034454255001 12.949585557300002 20.872540794500004 193.10154186985002 22.494947397000004 -0.096529999999999991 -0.059424999999999999 40.098777110850008 93.399723909900004 173.20477533325001 14.385336111050002
decision_type=2 2 2 2 2 2 2 2 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 9 -9 10 24 12 -11 -14 15 -10 19 18 -18 20 -16 -22 -21 -24 -6 26 -26 28 -27 -29
right_child=1 2 -4 -5 6 -7 -8 8 14 11 -12 -13 13 -15 16 -17 17 -19 -20 22 21 -23 23 -25 25 27 -28 29 -30 -31
leaf_value=0.032996248972465357 -0.0015410576238191534 0.00074190337627016349 -0.00044082107924692596 0.00078812078692949965 0.00017204649383796981 -0.020080864542892637 -0.00063533394948537191 0.0010594844220603666 0.00057279833303532188 -7.4844275538722037e-05 0.00089841673851300235 1.6930748605364369e-05 -0.0028758125547471616 0.00022286726322099453 -9.6703854739891399e-05 -0.0013320327193769468 -0.00034729384653221741 -5.5350961213964506e-05 0.0030817303960888102 1.2955110364679376e-05 -0.00053953473653683894 0.0022637248213581277 0.00013466763158455317 -0.0012078200992392399 -0.0014029952983243027 -0.0014815162428087473 -0.00012093596390367052 1.4424426393618882e-05 0.00024050557342833727 0.0012218655766072575
leaf_weight=0.001310636368702627 0.50795745939141212 0.50416032532098121 0.50485286213964287 0.5136930468641826 4.5230829011486611 0.0010728396769259796 0.51837538827772434 0.51611701156980316 0.50249311614606884 2.002917357753176 0.51895228290742323 3.0042825435248233 0.51524972667834823 0.50647633842498152 1.3593904434910631 0.51936666242067986 0.54396257558255567 1.5109582227109966 0.52292830346174668 4.5057447460593494 0.50157731592844335 0.51277652987300826 0.50051624031038933 0.50927720456633097 0.51436840017694763 0.51062807466159721 3.5128586620910607 10.52486736327527 0.50470675973783585 0.514915916139146
leaf_count=257 84 18 46 67 817 420 110 72 9 32 502 22 31 51 25 74 4 32 54 42 8 95 4 80 174 85 191 510 27 91
internal_value=-1.69199e-07 -0.00041616 0.000150135 1.55313e-05 5.52919e-06 0.00910541 4.98254e-06 1.3459e-05 0.000145869 -4.50827e-05 1.15404e-05 -0.000243481 -0.000502139 -0.00133978 0.000104827 -0.000395344 0.000153657 0.000519416 0.00133342 3.41436e-05 0.000319625 0.00087757 -8.87202e-05 -0.0005424 -1.07958e-05 -6.22194e-05 -0.000284684 1.20989e-05 -0.000625527 7.07417e-05
internal_weight=41.7098 1.51697 1.00901 40.1929 39.6792 0.00238348 39.6768 39.1584 12.0051 27.1533 21.1244 6.02893 3.02464 1.02173 11.489 1.02186 10.4671 2.57785 1.06689 7.88928 2.37374 1.01435 5.51554 1.00979 20.6054 16.0823 4.02723 12.0551 1.01533 11.0398
internal_count=4034 148 64 3886 3819 677 3142 3032 499 2533 2397 136 114 82 427 83 344 90 58 254 128 103 126 84 1895 1078 365 713 112 601
is_linear=0
shrinkage=0.1


Tree=942
num_leaves=31
num_cat=0
split_feature=15 4 3 19 13 17 8 10 18 15 4 16 21 22 3 22 2 18 0 22 10 3 13 19 13 19 19 19 13 13
split_gain=2.20584e-05 7.90305e-05 3.17092e-05 2.51722e-05 1.97516e-05 7.11071e-05 0.000158251 5.03655e-05 0.000141103 3.36997e-05 3.09347e-05 2.90531e-05 0.000123729 0.000351435 5.14993e-05 9.47647e-05 4.64264e-05 2.3067e-05 9.70972e-05 0.000233099 5.10166e-05 9.59106e-05 0.000438154 0.00394136 0.0042902 0.000732217 0.00112241 0.00161356 0.000732826 0.00277949
threshold=46.435439118750004 346.42057500560003 92.913112988300014 14.651182102100002 117.64961624655002 188.19076296340003 8.543332867800002 61.987779113750001 13.065205089100003 43.030193406950012 222.75625367455004 22.624947093000003 12.315862460400002 -0.078504999999999991 93.281431752200021 -0.097294999999999993 169.97615743665003 13.946975448150001 93.399723909900004 -0.089094999999999994 69.999384342500022 83.538459487450012 109.49014582065001 13.451085274650001 108.17011287860002 12.951044929850001 13.251069136700002 13.051052998800001 108.21850512495001 109.34496908160001
decision_type=2 2 2 2 2 2 2 2 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 9 -7 8 -1 10 -6 14 13 16 17 -16 -13 -9 19 -19 -20 -22 23 24 -23 -26 27 -27 -28 -30
right_child=1 2 -4 -5 5 6 -8 11 -10 -11 -12 12 -14 -15 15 -17 -18 18 20 -21 21 22 -24 -25 25 26 28 -29 29 -31
leaf_value=-1.570725394679356e-05 -0.0013912977314516229 0.00069922690959238693 -0.00042190221913258495 0.00070970747574215613 -0.0011176805990558327 0.0021406331247727705 0.00011330794332364784 0.0001166855524759846 -0.0019376272958348689 0.00024375831628284831 -3.1160461702817545e-05 -0.00077967284922572221 -7.218638288033924e-05 0.0030953018250629259 -3.1227036088171586e-05 -0.0016992585531468152 0.00057555293570681011 0.00051125511964437845 0.00097824980898178872 -0.0024914910787840927 6.1813653969968308e-06 -0.09318829284086938 -0.0007202609586932896 -0.087411302880166519 0.084393874281386172 0.034433163545372132 0.096365317524224128 -0.077060300280820518 -0.10001947975178427 0.059060152509885049
leaf_weight=1.5035658809588492 0.50826981519308567 0.50375395374510368 0.50534750534466077 0.51342563704490984 0.5501434883112013 0.51677250198190483 1.5103946852056855 10.547594763533704 0.51211101363795108 0.86100506245202257 0.50038051138507589 0.50587894496956642 4.0086385769100161 0.52063322462572514 1.0046183679303866 0.51529488737813922 0.50523851484558691 0.5100147744034591 0.5056213906872572 0.52428233305507477 14.049506342953574 0.0035056210926506228 0.50186558295035866 0.0056986551604722982 0.0020707493631562093 0.0028730065427851068 0.0019634434538602363 0.0023678213278639504 0.0013750344674363646 0.0054581197639436141
leaf_count=317 80 16 52 67 130 46 42 391 97 14 28 31 46 87 128 143 16 77 51 146 1612 148 18 67 24 24 3 31 84 18
internal_value=-1.35561e-07 -0.000374413 0.000137777 1.39945e-05 4.99226e-06 0.000217524 0.000630121 -1.84295e-05 -0.000503998 -0.000220033 -0.000600155 1.05924e-05 0.000219934 0.000984422 -3.05596e-05 -0.000596738 -0.000102489 1.71373e-06 -7.35302e-05 -0.00101083 -9.25319e-06 -4.35067e-05 -0.00136771 -0.0142046 0.00706505 0.0288832 0.0206944 -0.0159399 0.0425204 0.0270486
internal_weight=41.7097 1.51737 1.0091 40.1923 39.6789 3.9387 2.02717 35.7402 2.01568 1.91153 1.05052 33.7245 5.54039 1.53175 28.1841 1.51991 1.01112 26.6642 16.1166 1.0343 15.0823 14.5767 0.527178 0.0253125 0.0196138 0.0161082 0.0140374 0.00524083 0.0087966 0.00683315
internal_count=4034 148 68 3886 3819 260 88 3559 414 172 158 3145 180 134 2965 271 47 2694 2303 223 2080 2029 417 399 332 184 160 55 105 102
is_linear=0
shrinkage=0.1


Tree=943
num_leaves=31
num_cat=0
split_feature=23 15 21 19 19 7 6 20 23 21 23 6 6 18 0 18 15 22 20 7 5 17 13 23 23 9 6 6 6 21
split_gain=1.92519e-05 1.78202e-05 8.95954e-05 2.0426e-05 1.7293e-05 4.80418e-05 8.67955e-05 3.18688e-05 2.11246e-05 5.97574e-05 4.64236e-05 9.53924e-05 4.23106e-05 4.21136e-05 0.000110346 0.000219108 4.36783e-05 4.66934e-05 3.14735e-05 3.22938e-05 7.00031e-05 4.23702e-05 7.84841e-05 2.47742e-05 7.38363e-05 7.57505e-05 2.67999e-05 2.99568e-05 2.29309e-05 2.29009e-05
threshold=-0.50325999999999993 46.435439118750004 15.285239689500001 14.651182102100002 14.551174033150001 23.626037400350004 16.555386813950005 33.96174662340001 0.09013000000000003 15.039695091900002 0.088655000000000025 14.335334942800001 16.565387047600002 13.603286548350003 86.565663342300013 13.154691941050002 38.884669609800007 -0.101395 42.599563320500003 25.181638183950003 13.955288807050001 196.54125635090003 113.13031812925001 0.10249000000000003 0.091935000000000031 186.16747084260001 16.525386113000007 16.565387047600002 16.525386113000007 12.957322271500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 7 6 -6 -2 9 10 12 -12 28 14 23 -16 17 -15 19 21 -21 -19 -23 24 -10 -26 -25 -28 29 -9
right_child=1 2 -4 -5 5 -7 -8 8 13 -11 11 -13 -14 16 15 -17 -18 18 -20 20 -22 22 -24 26 25 -27 27 -29 -30 -31
leaf_value=0.013726953489809436 -0.012767920826345223 -0.0014113186345259998 0.0002125530093951657 0.00063905122504914541 -0.0016203592170706352 0.00056905782623434091 -3.127572775613689e-05 1.3037026531568304e-06 -9.8052073860418706e-05 -0.0011166434345314324 1.2324721929864375e-05 -0.0016698033720351842 0.00092092812193489523 0.0009201980305889694 0.00016155335028077849 0.0026879640417632692 -0.00095751386694117283 -4.6951000969607043e-05 -0.00083089710361793599 0.000308063811791148 -0.001355238025868642 0.0015376578250378668 -0.0002192422457207805 -0.00022304241278870782 0.00013300242436251291 0.0018595595903823292 0.00062788133668899033 -0.00017516557875288564 -0.00037680858033883511 0.00049366573818867057
leaf_weight=0.0010216533301762301 0.0019488267730655142 0.51350740314807453 1.0042236761114933 0.51318489718798943 0.51138782720630738 0.5060211681493455 1.0483409991401851 15.575968242344585 1.5005037933857779 0.51015023501793422 1.0013098945890408 0.50825040778499886 0.5099199102527362 0.51157525568723272 1.0017159847914454 0.52225368872092293 0.51104337816508394 4.5143941590344676 0.50375535963196316 0.50223009179626543 0.50995544956860783 0.51336618076173557 0.50378680097492179 3.0129270059559925 0.50270113205466838 0.51386598332633682 1.0109054950726202 0.85947615496632668 1.5025435955805395 1.0056730294582603
leaf_count=134 220 129 19 67 65 25 35 1556 22 170 81 69 316 251 16 63 59 106 61 75 134 39 12 47 25 48 15 33 35 107
internal_value=-1.65611e-07 -5.01871e-07 -0.000336866 1.22008e-05 4.09288e-06 -0.000277606 -0.000552288 1.95652e-05 2.02279e-05 -4.78219e-05 -2.06995e-05 -0.000554027 2.25986e-05 0.00010277 0.000252466 0.00102734 -6.27708e-05 -2.28012e-06 -6.92426e-05 -1.06082e-05 -0.000529935 8.44203e-05 0.000667481 9.28959e-05 0.000347744 0.00100576 -3.84642e-05 0.000258866 -2.73159e-06 3.11654e-05
internal_weight=41.7079 41.7069 1.51773 40.1892 39.676 2.06575 1.55973 37.6102 37.6083 20.6138 20.1037 1.50956 18.5941 16.9945 8.92435 1.52397 8.07011 7.55906 7.04749 6.54373 1.01219 5.53155 1.01715 7.40038 2.51707 1.01657 4.88331 1.87038 18.0842 16.5816
internal_count=4034 3900 148 3752 3685 125 100 3560 3340 2334 2164 150 2014 1006 269 79 737 678 427 366 209 157 51 190 95 73 95 48 1698 1663
is_linear=0
shrinkage=0.1


Tree=944
num_leaves=31
num_cat=0
split_feature=8 8 16 6 7 22 6 22 2 5 6 23 23 23 23 23 23 23 23 23 23 23 8 20 22 16 23 2 18 7
split_gain=2.72896e-05 2.17063e-05 2.94905e-05 2.07351e-05 0.000174943 0.00079744 5.5076e-05 0.000193321 0.000288649 6.66467e-05 0.000219645 0.00254798 0.00150657 0.00313438 0.000921141 0.00426137 0.00343926 0.00279723 0.000884038 0.000261583 0.000702307 0.000131098 6.42794e-05 5.24078e-05 0.000147148 0.000213543 5.59746e-05 4.89019e-05 3.58531e-05 6.45886e-05
threshold=8.8430989333000021 8.7431769115000026 22.614947116400003 16.465384711100004 22.407814303000006 -0.087234999999999993 16.395383075500003 -0.086139999999999994 241.85323870325001 20.769304081650002 16.355382140900002 0.12084500000000002 0.10040500000000002 0.097970000000000015 0.089920000000000014 0.09117500000000002 0.087795000000000026 0.085910000000000028 0.092465000000000033 0.083155000000000021 0.076615000000000016 0.082205000000000014 8.543332867800002 40.633548727200008 -0.059424999999999999 22.544947280100004 0.081155000000000019 216.11743889730002 13.043896815850003 23.604435110900003
decision_type=2 2 2 2 2 2 2 2 2 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 -1 9 -8 -9 22 11 12 13 14 16 -16 17 19 -17 20 -11 -22 -6 26 27 -26 -5 28 -25 -30
right_child=-2 2 -4 23 6 -7 7 8 -10 10 -12 -13 -14 -15 15 18 -18 -19 -20 -21 21 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.031433329141184893 -0.00071749783108674802 0.00071132479459830224 1.2972028166120285e-05 0.0011403937478212209 -7.961439980923079e-06 0.080567591241269443 3.7020300918291446e-05 0.0031950165087175743 -0.0001569048022544005 -0.054070783591566002 4.2340957082127788e-05 -0.00040672396332277062 -0.060536965315408586 0.075505128881863171 0.091839516255234038 -0.10017647359428426 -0.10015814924640475 0.090535139448158511 -0.0064142337767597556 -0.05477624398614378 -0.0041282628242402808 0.038092670133869438 0.0011251113624310501 0.00017143739671692765 8.4407361836710273e-05 -0.002807757025463565 3.0327872186938913e-05 0.00083823882172600998 -0.00086892090356640358 -6.8077332289742507e-05
leaf_weight=0.0012341259587935372 0.52364076719025021 1.0109547151535374 1.5047156123091268 0.5063415691779668 17.595049905775308 0.0013110111011026917 4.5060778074033863 0.52561277380633586 0.50254803940693549 0.0029804345911344232 1.5050350809505344 0.50076847956734127 0.0099918113743768799 0.0033467333453245365 0.0030771622892089559 0.002538427469232829 0.0061659962142222293 0.002317973695397769 0.0016652518817750206 0.0033185131616536023 0.0016597430153666437 0.0013205613940954208 0.51533950603415135 2.0065286030608167 0.50039801882132862 0.52119974876500863 4.4152991344255668 0.50804519270409709 1.5148370719763677 3.0044464728487128
leaf_count=257 201 29 36 139 2059 97 68 118 14 31 32 10 43 23 13 23 20 10 28 19 57 2 75 102 127 68 113 95 105 20
internal_value=-1.36072e-07 8.98492e-06 0.000293614 -9.53233e-06 4.25116e-05 0.0262588 3.99142e-05 0.00031934 0.00155665 -3.68134e-05 -0.000578074 -0.00230996 -0.0271409 -0.0153876 -0.0275339 0.00242184 -0.0398123 -0.00772773 -0.0630334 -0.032274 -0.0197463 0.0145797 2.42807e-05 -0.000112566 -0.000269645 -0.00139112 0.000144532 -0.000106762 -0.000180332 -0.000336515
internal_weight=41.7078 41.1841 2.51567 38.6685 25.6914 0.00254514 25.6888 5.53424 1.02816 20.1546 2.04419 0.539151 0.0383826 0.0283908 0.0250441 0.00728084 0.0177632 0.0115972 0.00420368 0.00927925 0.00596074 0.0029803 18.1104 12.9771 8.05546 1.0216 4.92164 7.03386 6.52581 4.51928
internal_count=4034 3833 65 3768 2999 354 2645 200 132 2445 311 279 269 226 203 64 139 119 51 109 90 59 2134 769 517 195 252 322 227 125
is_linear=0
shrinkage=0.1


Tree=945
num_leaves=31
num_cat=0
split_feature=8 19 23 0 15 5 13 8 0 0 21 23 23 16 9 10 10 9 15 5 22 6 23 2 6 23 3 0 0 7
split_gain=2.20894e-05 2.31049e-05 5.21324e-05 6.2969e-05 5.51524e-05 4.78345e-05 3.9512e-05 8.45117e-05 4.00331e-05 0.000168279 6.1796e-05 5.93263e-05 7.77573e-05 3.23683e-05 2.41311e-05 2.3154e-05 0.000145513 5.52788e-05 2.01278e-05 4.70192e-05 0.00018323 4.42873e-05 3.75551e-05 6.15465e-05 2.31361e-05 6.11373e-05 1.93795e-05 1.86848e-05 9.69452e-05 8.54402e-05
threshold=8.8430989333000021 14.351157895250003 0.13041500000000003 88.872360418250011 34.139075990150012 20.849573174100005 117.45067034490002 8.2435668022500028 86.329079026800017 86.054856297550018 10.003699902950002 0.099855000000000027 0.08092000000000002 22.554947256700004 207.46043187945003 62.014663695050011 61.966271448700006 195.70012057590003 39.15620581320001 20.849573174100005 -0.097294999999999993 16.235379337050002 0.082935000000000023 282.50503784000006 14.980350013450002 0.082935000000000023 93.181958801350021 94.047642319350018 94.625660817400004 23.822419043000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 4 -3 -6 -7 -8 9 11 13 12 -9 14 -10 16 17 26 19 21 -21 24 -20 -24 27 -26 -1 29 -29 -17
right_child=-2 2 -4 -5 5 6 7 8 10 -11 -12 -13 -14 -15 -16 18 -18 -19 22 20 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00012640167695118787 -0.0006454334466465721 0.0011145598868103693 0.00066860953574198487 -0.0010356380938508108 -0.00090214967498861143 -0.00076607739782992925 0.0013882050680950413 -0.00016557753072717112 0.0010161363853973906 -0.0018645827366837596 0.00078743973210983675 -0.0001914521607501203 0.0015874773989667662 -0.00012661991028161909 3.6405489122860786e-05 -0.00021032129423768391 -0.0018461289100600298 0.00038976782553962717 1.1698596351978248e-06 4.8140747945276308e-05 -0.0021429141543687926 0.00064410155745392135 0.0014930970222429858 -6.5153317592772073e-05 0.00028108463265285222 -0.0012753268183239817 -0.0010050542530694259 -0.0014050644602877013 3.8096389467645124e-06 0.0013756860575137285
leaf_weight=0.49958358798505553 0.52387788193185869 0.50619122817505235 1.5116173939950375 0.51560537103387183 0.50652852993425668 0.50957351353167624 0.51188575248915569 0.50042495593154324 0.50523857567168284 0.51256042933414381 1.5120424600318072 2.4112078868259204 0.51177064794124227 3.0113393154024379 0.50037981910281815 1.0051032533825974 0.5097200766460358 1.507969653501277 2.5021983160547072 1.5013639002225754 0.51177270521991758 1.0087751763012978 0.51261433795454336 0.50139484344569496 0.50169853200350079 0.50786432272370519 0.50452125203265907 0.50477457559869954 15.062306192200484 0.51304528435886876
leaf_count=4 201 37 30 88 40 46 64 22 66 32 21 46 81 64 4 95 94 21 49 154 104 35 60 19 14 71 423 105 1879 65
internal_value=-1.78005e-07 8.0305e-06 0.000115133 4.54976e-05 9.39742e-05 4.69794e-05 9.28255e-05 0.000136694 6.901e-05 -0.000174742 0.000242531 7.82655e-05 0.000720775 3.74195e-05 0.000528638 -4.43548e-05 -0.000305603 6.98173e-06 -1.23067e-05 -4.91929e-05 -0.000508862 -7.52939e-07 0.000209215 0.000722592 -3.67032e-05 -0.000501874 -0.000567888 -9.2164e-06 -4.18742e-05 0.000325656
internal_weight=41.7049 41.1811 13.5264 12.0147 11.4991 10.993 10.4864 9.97685 9.46496 3.93596 5.529 3.4234 1.0122 4.01696 1.00562 27.6547 3.02179 2.51207 24.6329 21.1167 2.01314 19.1036 3.51621 1.01401 18.0948 1.00956 1.0041 17.0852 15.5671 1.51815
internal_count=4034 3833 641 611 523 486 446 400 336 181 155 149 103 134 70 3192 542 448 2650 2522 258 2264 128 79 2229 85 427 2144 1984 160
is_linear=0
shrinkage=0.1


Tree=946
num_leaves=31
num_cat=0
split_feature=15 7 0 19 23 8 22 21 22 7 9 19 23 0 8 21 16 21 16 17 2 9 21 5 21 6 21 23 20 23
split_gain=2.40174e-05 9.19458e-05 3.51757e-05 2.0987e-05 2.07392e-05 1.8544e-05 4.04626e-05 0.000357316 0.000311009 0.000184173 0.000334006 2.57101e-05 3.63788e-05 5.25271e-05 3.91789e-05 0.000128914 2.51783e-05 3.47329e-05 3.10971e-05 6.79612e-05 3.77444e-05 4.415e-05 2.28026e-05 4.94049e-05 2.26444e-05 2.63834e-05 2.24386e-05 2.8726e-05 2.84337e-05 2.20447e-05
threshold=46.435439118750004 23.514778597300005 86.692020874450009 14.651182102100002 -0.50325999999999993 8.8430989333000021 -0.14429 8.5501791199000028 -0.24255499999999999 23.271765593750004 201.32298960505003 14.351157895250003 0.13041500000000003 88.872360418250011 8.3434888241000014 7.2787589807000002 22.594947163200004 10.831557286200001 22.634947069650003 185.45496942040003 165.44420596670003 186.68586460755003 4.837019638150001 22.53967987815 14.525166885950002 16.435384010100005 8.9626214023500008 0.10932000000000001 38.244973486750006 0.10507500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 7 8 9 -6 -11 16 13 14 15 -13 17 26 19 -18 21 -20 23 -16 25 -24 27 -8 -28 -27
right_child=1 2 -4 -5 5 -7 11 -9 -10 10 -12 12 -14 -15 22 -17 18 -19 20 -21 -22 -23 24 -25 -26 29 28 -29 -30 -31
leaf_value=0.014173112011600743 -0.0014881627029579812 -0.00042846168207153081 0.00075245791426609447 0.00065001325732737345 0.040375300299128079 -0.00058773204136760725 3.3136518710728601e-05 -0.028731025901423984 0.060141792669362364 -0.050925206422752001 0.023106502545174698 0.001876918617587654 0.00059336529234920463 -0.00091630141538140896 -0.00077189309583577514 4.6066732240667856e-05 4.1782068812734415e-05 0.00081893251670386738 0.00010328588898709846 -0.0011204568641650357 0.00024601561164748443 -0.00083404030047124931 -0.00018798984268023107 0.00014499833313389793 -0.00019960282534192981 0.00067233559638796129 6.2910900615988571e-05 -0.00072983798110009027 -0.0010004605487835263 0.00013151109443473229
leaf_weight=0.0010333336963829201 0.5078578788685334 0.50479037261236237 0.50414298238774791 0.51315890206231429 0.0010655321471330181 0.51914405241242789 19.087968282492294 0.0019476472014940691 0.0014846242479949123 0.0010851578650126164 0.0013900982327244016 0.51566419750898651 1.5097962680611079 0.51515771376944108 1.0075097384453786 1.5129848585306716 1.0008951659510779 0.51789404954274587 1.0013533692444982 1.0116368386533947 2.0062559588100299 1.0087335423212946 1.00787471625879 1.4102654249684006 1.5064479010502507 1.51348303800296 0.50093495557077927 0.50655981426291674 0.50490862835009087 1.5013211369514463
leaf_count=134 84 46 18 67 127 153 1306 387 371 139 125 139 20 69 26 54 12 282 13 34 43 27 27 47 24 48 34 74 98 6
internal_value=-1.46278e-07 -0.000390767 0.000161619 1.45967e-05 6.37814e-06 6.00916e-06 1.38815e-05 0.00763075 0.0217231 0.00561446 -0.00934917 1.25247e-05 0.000134413 6.83616e-05 0.000119212 0.000511453 -4.13564e-05 1.01001e-05 -0.000221601 -0.000542439 -6.08336e-05 -0.000367098 1.90821e-05 -0.000237079 0.000131096 0.000254939 -1.0234e-05 1.3412e-05 -0.000470875 0.000403014
internal_weight=41.7047 1.51679 1.00893 40.188 39.6748 39.6738 39.1546 0.00697306 0.00502541 0.00354079 0.00247526 39.1476 12.0005 10.4907 9.97555 2.02865 27.1471 21.1183 6.02887 2.01253 4.01634 2.01009 7.9469 2.41778 5.52913 4.02268 20.6004 19.5945 1.00584 3.0148
internal_count=4034 148 64 3886 3819 3685 3532 1149 762 391 264 2383 460 440 371 193 1923 1794 129 46 83 40 178 73 105 81 1512 1380 132 54
is_linear=0
shrinkage=0.1


Tree=947
num_leaves=31
num_cat=0
split_feature=15 4 3 19 13 5 8 9 8 2 21 6 18 0 23 10 3 23 9 16 9 21 5 22 6 19 18 5 2 21
split_gain=1.94468e-05 7.70942e-05 3.07338e-05 1.70071e-05 1.98469e-05 4.59634e-05 1.50128e-05 5.82618e-05 2.04725e-05 3.71337e-05 2.26587e-05 0.00010316 1.51068e-05 0.000104754 0.000163483 5.14652e-05 6.29073e-05 3.22072e-05 6.67232e-05 2.79924e-05 6.00699e-05 2.54627e-05 5.82984e-05 0.000107723 6.84732e-05 2.84502e-05 8.40322e-05 0.00019505 3.09067e-05 2.22909e-05
threshold=46.435439118750004 346.42057500560003 92.913112988300014 14.651182102100002 98.050756475600011 13.154029769200003 8.8430989333000021 177.77223095870002 8.7431769115000026 74.580378076100018 14.946136646400001 16.485385178400005 13.946975448150001 93.399723909900004 0.08481000000000001 69.999384342500022 83.538459487450012 0.098075000000000023 188.63457064660003 22.514947350300002 200.95377551580003 4.797392351550001 22.53967987815 -0.097294999999999993 16.555386813950005 14.351157895250003 13.3584252364 22.468249633400003 165.44420596670003 4.0199878722000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 7 -7 10 -10 12 -12 19 14 -14 -15 17 29 -19 20 -9 22 23 -21 -24 -23 27 -27 -28 -17
right_child=1 2 -4 -5 5 6 -8 8 9 -11 11 -13 13 15 -16 16 -18 18 -20 21 -22 25 24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.010295527983155008 -0.0013561380180419349 0.00070701723673650876 -0.00039675334404851734 0.00058527497981775904 0.01723251552056582 0.017270111769465243 -0.00052856531373201741 0.0013374709680189008 -0.00018474797405689552 0.00060039299255382856 0.00053529837422981676 -0.0014805536524616061 0.00023086635526071774 0.00099211126749823445 -0.0022916407495268735 0.00028857523917523952 -0.0011086419404451346 0.00028568263530502077 -0.0013384801297822513 3.5315188385365362e-05 9.3562638997310939e-05 -5.3265273323075089e-05 0.0012245386506578662 -0.0012992813888487052 -0.00012967403716545236 0.0024425649005823374 0.00031559271333448372 0.00019760435879069595 -0.00019115521127793138 -2.5474086602918125e-05
leaf_weight=0.0018702042888339978 0.50810000148942691 0.5037416648990527 0.50532553935399349 0.51293849359372146 0.0015488596063865092 0.0019561782566402943 0.51933741210347406 0.52339292399892245 1.0007805446234663 1.5131954406460861 0.50755729292160257 0.50787747350204882 0.50821907677936795 0.5055014475074121 0.51961067872770172 3.0160865132475996 0.52512677137639663 0.50107822873178587 0.51077506574793929 1.5010793137027465 1.503223067960789 7.0210120368893438 0.50842818230183784 1.0129007172270146 1.405643274642898 0.52090169802022535 2.0062328940803127 1.5057365115361561 3.0082358702638032 9.0171899644076046
leaf_count=1186 80 16 52 67 202 617 153 159 9 49 71 22 63 34 121 139 332 6 116 15 19 76 57 36 17 86 18 31 36 149
internal_value=-1.21558e-07 -0.000351569 0.000154266 1.31464e-05 5.74953e-06 6.23514e-06 5.56258e-06 1.26476e-05 1.17854e-05 0.000287839 -7.15764e-06 -0.000472945 6.12064e-06 -6.9781e-05 -0.00104437 1.38439e-06 -3.55209e-05 7.67722e-06 -0.000534181 6.19962e-05 0.000414814 2.33256e-05 -0.000185797 -0.000502403 0.000230041 8.91767e-05 0.000231212 0.000774621 1.1589e-05 5.3241e-05
internal_weight=41.7046 1.51717 1.00907 40.1874 39.6745 39.6726 39.6711 39.1517 39.1498 2.51398 36.6358 1.01543 35.6204 15.1036 1.02783 14.0758 13.5703 13.0451 1.01185 20.5168 2.02662 18.4902 4.42805 2.51398 1.91407 14.0621 7.04111 2.02664 5.01447 12.0333
internal_count=4034 148 68 3886 3819 2633 2431 2278 1661 58 1603 93 1510 960 184 776 742 410 122 550 178 372 125 51 74 247 171 117 54 288
is_linear=0
shrinkage=0.1


Tree=948
num_leaves=31
num_cat=0
split_feature=15 21 19 22 22 9 20 21 2 4 21 2 19 8 4 17 17 20 19 21 22 6 21 17 20 16 19 4 6 6
split_gain=1.57475e-05 8.36227e-05 1.37811e-05 1.62089e-05 1.46962e-05 7.84777e-05 2.19138e-05 0.000515852 0.00336576 0.000535324 0.000328735 0.000276793 8.54367e-05 6.20418e-05 4.22282e-05 3.7752e-05 4.16199e-05 0.00021602 4.53166e-05 3.68323e-05 0.000256572 3.69524e-05 7.39692e-05 5.58831e-05 4.78385e-05 5.53388e-05 7.53478e-05 4.55777e-05 3.1128e-05 3.85061e-05
threshold=46.435439118750004 15.285239689500001 14.651182102100002 0.26941000000000009 0.12427500000000002 195.94564826430005 40.003678352300007 1.8400491212500001 114.12323913765002 286.86996866160007 1.3292934934500003 135.72285180265001 14.351157895250003 8.543332867800002 180.93811691895004 204.42624920380004 188.64489188380003 36.620308449100001 13.751109481500002 3.9632429946000003 -0.11572 16.465384711100004 15.039695091900002 197.01076493205002 40.241071441700008 22.644947046300004 14.451165964200003 176.42291680905001 16.525386113000007 16.545386580300001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 12 8 -8 10 11 -10 13 15 -15 16 -1 18 -18 20 -9 24 23 28 -21 26 27 -26 -23 -30
right_child=1 -3 -4 -5 5 -7 7 19 9 -11 -12 -13 -14 14 -16 -17 17 -19 -20 21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-1.650757125503327e-05 -0.0013546521702600645 0.00021439132730883761 0.00052696032892381856 -0.00055679098783454511 -0.00018445051363513557 0.0013195240689589042 -0.084002936834896832 4.2216865985028265e-05 0.081138125327432628 0.0025131286034217439 0.095422708719485716 0.0083686421838602039 0.0010745502362087545 0.00022992372248222667 0.0013484382336127337 0.00071573101296504901 -0.00044795139418461109 -0.002287638201622482 0.00089333688008092741 -0.00088551383465909508 -0.0023917259575259239 -0.00020441800528310362 -0.0013503914378327269 -0.0011224152522977117 0.0010152801938721895 0.00067870249116072244 -0.0011482235138149518 5.3097292323578047e-05 0.0010074678329139246 5.0313086688563586e-05
leaf_weight=4.0100197884601867 0.51327772077301048 1.0042271064386836 0.51274009585470182 0.50667684682926406 1.0502684412883003 0.51809938054995663 0.0021489422193657626 2.5062272783754129 0.0010271519693487718 0.0012793549224532075 0.0030967088828652845 0.001064329092529015 0.87977073440924858 1.0033406944999113 0.50865121427270299 0.50718772564155745 0.50304755483060326 0.51893936694455844 0.50451992368107312 0.50589662659222057 0.52358024999818908 4.5114165998833684 0.50846185535462751 0.5074244415774708 0.50955593666951315 1.5124099350173299 0.51172338330026512 14.544247194239567 0.50487233080164484 2.5092534357314582
leaf_count=403 129 19 67 163 97 115 40 150 68 99 16 37 86 24 51 191 88 186 15 37 347 77 40 22 73 38 73 1054 19 210
internal_value=-9.63243e-08 -0.000316319 1.18446e-05 5.18736e-06 1.24572e-05 0.000312377 -5.33148e-08 -4.11119e-05 0.0244232 0.0604495 0.074736 0.0441066 0.000141897 3.33008e-05 0.000606205 -0.000110026 -0.000185672 -0.000630053 0.000223673 -4.8342e-05 -0.000378392 -1.00654e-05 -0.000180706 -0.000106669 7.28241e-05 0.000101213 4.51016e-05 8.56662e-05 -3.81798e-05 0.000210638
internal_weight=41.7045 1.5175 40.1869 39.6742 39.1675 1.56837 37.5992 29.1637 0.00861649 0.00646754 0.00518819 0.00209148 8.43548 7.55571 1.51199 6.04371 5.53653 1.52651 1.00757 29.1551 3.02981 26.1253 8.54143 8.03297 17.5838 17.0779 15.5655 15.0538 7.52554 3.01413
internal_count=4034 148 3886 3819 3656 212 3444 2400 260 220 121 105 1044 958 75 883 692 289 103 2140 497 1643 368 328 1275 1238 1200 1127 306 229
is_linear=0
shrinkage=0.1


Tree=949
num_leaves=31
num_cat=0
split_feature=6 20 17 22 8 2 7 9 6 22 20 10 21 2 18 9 23 17 5 9 20 22 19 17 20 6 20 20 9 9
split_gain=1.58172e-05 6.21591e-05 0.000106704 9.19575e-05 0.000236091 8.43473e-05 4.42245e-05 0.000134141 9.42254e-05 0.000297476 0.000116563 6.21591e-05 5.97142e-05 3.84205e-05 3.42379e-05 6.23057e-05 6.61408e-05 3.13184e-05 2.90437e-05 2.70719e-05 7.52715e-05 4.45469e-05 8.43046e-05 2.59155e-05 1.70713e-05 3.02311e-05 7.37879e-05 2.05663e-05 2.17455e-05 3.24426e-05
threshold=16.465384711100004 40.563919884450009 192.94032447935004 -0.059424999999999999 8.3434888241000014 97.254132369200008 23.109894804950002 195.41812862360004 14.845346859150002 -0.026144999999999998 40.467253020850002 62.020040611300011 4.1931896429500011 216.11743889730002 13.043896815850003 197.29115675710003 0.11002000000000002 191.58460912770002 19.749058312400006 201.61239113610003 43.182896969600009 -0.086139999999999994 14.551174033150001 187.61467154115005 38.244973486750006 11.945279099550001 36.893814626400008 38.400997490450003 203.06170522940002 203.72699028675004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 13 17 -2 7 11 18 10 -10 -1 -13 14 23 16 -16 -5 24 21 -21 -12 -23 -3 25 -8 -27 -26 -29 -30
right_child=1 3 -4 4 -6 -7 8 -9 9 -11 19 12 -14 -15 15 -17 -18 -19 -20 20 -22 22 -24 -25 27 26 -28 28 29 -31
leaf_value=-0.00094624037500781332 0.0012506706096093339 -1.8702893655304195e-05 0.0015552092049831111 0.00049843321625548927 -0.0026838377974587086 -0.00011822730790459856 2.3756153083278144e-05 -0.0017976361070439638 0.0016455627450249152 0.0026593301052517111 5.3901161122019126e-05 -0.00011459542809694786 0.0012134850939202857 0.0007409268349203717 -0.0017959268352523512 -0.00012177387673724114 -0.00018146366425980678 -0.00061658608279570705 -0.00078961536158686529 -0.0012549636712057847 0.00022819597776183042 0.0016976826449654871 -0.00012612632965361851 0.00080963435300238486 0.00064789952309076511 0.00016838595098865307 -0.0015345146767182963 -0.0001266925252475253 0.00064797149576024916 3.4405842044995268e-05
leaf_weight=0.50706013785187409 0.508717997575589 1.5023954945041507 0.51900605035274328 0.50494007477316249 0.51855281623940452 3.9077774123238909 1.5005117497794651 0.51352621281297306 0.52128054624659181 0.53164696439941828 4.0041601880878579 1.00490893385549 0.51056399139255648 0.50805534588006729 0.51398630175345317 4.0053930273812668 0.5011915371142095 0.50268089808886396 0.50648396384642325 0.51924043441321988 1.003463064700554 0.51260554097643829 0.5013212378762546 0.50453854417882826 0.50420439274432638 0.50937177616987883 0.50843907973319347 7.0157137048225122 1.0055589367905771 6.0268642853192276
leaf_count=72 92 110 65 139 92 180 300 52 107 120 50 120 353 113 96 40 4 16 151 97 20 72 4 16 16 86 79 811 14 547
internal_value=-5.26704e-08 -8.66986e-05 0.000198844 -0.00024222 -0.000950074 3.94504e-05 4.37199e-05 -0.000354302 8.38221e-05 0.000378184 0.000206455 1.21645e-05 0.000332836 -9.8859e-05 -0.000159571 -0.000299126 -0.000998869 -5.78264e-05 -4.33488e-05 9.17625e-05 -0.00027756 0.000203831 0.000795927 0.000189539 -2.12072e-05 -0.000261599 -0.000682284 2.03932e-05 -2.1288e-06 0.000122139
internal_weight=41.7042 13.9972 4.9355 9.06173 1.52617 4.4165 27.7069 2.53606 25.1709 7.59372 7.06207 2.02253 1.51547 7.53556 7.0275 5.02057 1.01518 1.00762 17.5771 6.54079 1.5227 5.01809 1.01393 2.00693 17.0707 2.51832 1.01781 14.5523 14.0481 7.03242
internal_count=4034 963 337 626 247 272 3071 597 2474 470 350 545 473 379 266 140 100 155 2004 243 117 126 76 126 1853 465 165 1388 1372 561
is_linear=0
shrinkage=0.1


Tree=950
num_leaves=31
num_cat=0
split_feature=8 8 16 19 22 2 4 23 23 10 20 9 13 21 20 10 18 18 23 18 20 20 16 22 16 3 6 16 13 12
split_gain=2.21909e-05 2.05943e-05 5.04357e-05 2.01749e-05 7.64951e-05 0.000126206 7.22431e-05 0.000125416 0.000105105 3.76998e-05 6.13047e-05 0.000184761 4.83283e-05 2.60136e-05 2.984e-05 2.3982e-05 2.01049e-05 6.62655e-05 2.88984e-05 7.40648e-05 3.54055e-05 5.75359e-05 3.45713e-05 5.88563e-05 0.000134267 3.92392e-05 0.000127363 9.44582e-05 4.06594e-05 2.18281e-05
threshold=8.8430989333000021 8.7431769115000026 22.614947116400003 14.451165964200003 -0.026144999999999998 224.95410153095003 224.82737758030004 0.10932000000000001 0.097970000000000015 61.998532946250002 40.633548727200008 205.22231928645002 117.58509325145 4.837019638150001 38.121007182500009 62.111448187750007 13.303774303900001 13.192618516750001 0.10469000000000002 14.030930991100002 36.893814626400008 38.244973486750006 22.544947280100004 -0.083064999999999986 22.674946976100003 88.931506497100017 16.465384711100004 18.924955745200005 107.70500962200002 190.69347001700001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 9 5 6 8 -8 15 10 13 -12 16 14 -1 -5 17 -11 20 -20 -18 -22 25 -24 -25 27 -27 28 29 -23
right_child=-2 2 -4 4 -6 -7 7 -9 -10 12 11 -13 -14 -15 -16 -17 18 -19 19 -21 21 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=-3.6317083906499626e-05 -0.00064682795327494986 0.00083134008292198988 -8.1842963194959914e-05 -0.00029425889205175721 0.0012668751174917843 0.0015328640411320918 -0.0019199674997199018 -0.00011067265669019971 0.0015133165153264829 3.908188900957429e-05 -0.0023487233626484287 -2.6901438776878443e-05 0.00097376681114522612 0.00017130958674647933 -0.001005495180772902 0.00050233355409450692 0.0008151378666484834 0.0012583559270050277 -0.00011276556106297601 -0.0014317635077639359 -0.0010734845947058724 8.3925691839295865e-07 -5.3441544912068632e-05 -0.0020469848463535805 0.0002554217607934934 0.0018534153730015825 2.5213551232273766e-05 -0.0013209971950596177 0.00093477592261181908 0.00067206158504380296
leaf_weight=0.85839521181021472 0.52378230125415015 1.0117512087980309 1.5037274760488228 1.5054214591691568 0.56686513449536668 0.51021282777131904 0.51427070180751 1.5022721149668141 0.50986031075626659 3.5115695617704867 0.52149594255416143 0.99981997907161713 0.5055799921785703 2.0039862318302912 0.50432663533980548 0.50461233437272301 0.51240398946072119 0.5105505427240028 2.5025521472416599 0.51298542267862313 0.51165191412701005 11.025887455252578 4.0067171302854234 0.51134466285062774 0.50187482665455718 0.51034964421271389 1.5042056216709805 0.50932089932132463 0.51943583470791033 0.50675570466430464
leaf_count=152 201 29 36 39 73 50 88 18 31 208 374 4 17 22 19 40 320 55 26 207 148 629 39 66 18 138 13 84 260 630
internal_value=-3.12611e-08 8.19552e-06 0.000285449 -9.84221e-06 0.000165435 4.17155e-05 -0.000125994 -0.00057209 0.000230994 -3.96118e-05 -0.000295972 -0.000822805 4.88224e-06 -5.79113e-05 -0.000394998 -9.4277e-05 -1.28289e-05 0.000193851 -4.80003e-05 -0.000337146 -5.71462e-06 -2.66325e-05 7.00927e-07 -0.00022563 -0.000906541 7.86491e-05 0.000488354 1.2942e-05 6.93142e-05 3.03334e-05
internal_weight=41.704 41.1802 2.51548 38.6647 5.61351 5.04665 4.53644 2.01654 2.51989 33.0512 4.88802 1.52132 28.1632 3.36671 1.36272 2.01003 27.6576 4.02212 23.6355 3.01554 20.6199 20.1075 19.5959 5.01994 1.01322 14.576 2.01456 12.5614 12.0521 11.5326
internal_count=4034 3833 65 3768 339 266 216 106 110 3429 571 378 2858 193 171 79 2841 263 2578 233 2345 2025 1877 123 84 1754 151 1603 1519 1259
is_linear=0
shrinkage=0.1


Tree=951
num_leaves=31
num_cat=0
split_feature=15 21 8 19 22 5 15 9 22 22 23 10 21 6 20 16 6 23 7 19 23 12 6 0 0 6 22 12 21 0
split_gain=2.12899e-05 8.10888e-05 1.85085e-05 2.8317e-05 0.000144251 8.31791e-05 6.39931e-05 5.89025e-05 3.26614e-05 8.34823e-05 0.000282108 0.00015041 2.90983e-05 1.99987e-05 4.19453e-05 0.000228153 3.90608e-05 8.45163e-05 4.82985e-05 2.43472e-05 2.39208e-05 6.6426e-05 4.54919e-05 0.000115978 0.000102551 6.2728e-05 2.45407e-05 5.83187e-05 5.28671e-05 2.23826e-05
threshold=46.435439118750004 15.285239689500001 8.8430989333000021 14.451165964200003 -0.020814999999999997 22.783584484750005 38.992510055900006 187.94830913940004 -0.58559499999999998 -0.15076499999999998 0.094175000000000023 62.084563606450011 5.6596500893500012 16.465384711100004 41.50623664750001 22.574947209950004 16.375382608200002 0.089305000000000023 23.109894804950002 14.251149826300002 0.10791500000000002 200.88600031510001 15.365359009150003 86.756543869550015 93.399723909900004 14.745344522600002 0.048475000000000011 92.218642671200016 2.0008954101500005 97.878695155250014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 8 5 6 7 -5 -1 10 11 -10 -9 16 -15 19 18 -18 -11 -16 22 -22 24 -24 -20 26 28 -28 -26 -30
right_child=1 -3 -4 4 -6 -7 -8 12 9 13 -12 -13 -14 14 15 -17 17 -19 20 -21 21 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=0.013085667768638823 -0.0013903993505423532 0.00015495982336943465 -0.00057695559826360487 0.0010502546706166974 0.0017464368930604796 0.00125346188658384 -0.0011486765726443887 -0.00042600997223641744 -0.023408344122343504 -0.00098639916443686083 -0.055815707693374988 0.027609815515159526 0.00019523576893598675 -2.3906608045221708e-05 0.00064985541525411925 -0.0023584534929886429 7.9303579443808171e-05 0.0010997713741724773 -0.0013996941902893066 -0.00020247026047712799 -0.0012968332507559582 -4.7402430075466191e-05 -6.1901218005299782e-05 0.001780317593275753 -0.0011114356509513603 0.0011216828557770459 0.0011685326286812873 5.4566816472413671e-05 2.635118855860057e-05 -0.00048594742908701101
leaf_weight=0.0019041511799205981 0.51311231846643934 1.0038193857344238 0.52331351349587762 0.50651689407095579 0.566255005795539 0.5127224722894751 0.50749397133768059 1.5068263106254565 0.0010542946954555849 0.51011382729669819 0.0011583304771154435 0.0012787753735312786 1.5089630308884805 7.3775352330496355 0.50332822778247654 0.51353653326124149 4.0096862524748635 1.0175647955848033 0.51029268078058798 1.0030384795515486 0.51273930774572063 2.5013121932292117 0.99958585202694006 0.51926550650125591 0.50847806361494896 0.51944283756278409 0.50653883350050843 6.5086485216097918 5.5194683925129873 1.0086919106464085
leaf_count=202 129 19 184 49 60 67 45 48 270 182 107 537 38 161 115 68 103 39 86 20 89 56 4 67 186 115 36 290 257 405
internal_value=-1.33978e-08 -0.000367768 1.38683e-05 2.16635e-05 0.00024141 5.37992e-05 -9.88372e-05 5.24237e-05 -1.08253e-05 -1.1547e-05 -0.0154739 0.00455514 -0.000115167 -9.98443e-06 -0.000134454 -0.000538217 3.65208e-05 0.000285856 -2.57649e-05 8.23207e-05 -7.8163e-07 -0.000259951 4.62744e-05 0.000567917 -6.2598e-06 4.25389e-05 2.64706e-06 0.000135002 -0.000129304 -5.28061e-05
internal_weight=41.7037 1.51693 40.1868 39.6634 5.10878 4.54252 4.0298 3.52231 34.5547 34.5528 0.0034914 0.00233307 3.01579 34.5493 9.39744 2.0199 25.1518 5.02725 20.1246 1.50637 19.6145 3.01405 16.6004 1.51885 15.0816 14.5713 14.0518 7.01519 7.03664 6.52816
internal_count=4034 148 3886 3702 307 247 180 135 3395 3193 914 807 86 2279 364 203 1915 142 1773 135 1591 145 1446 71 1375 1289 1174 326 848 662
is_linear=0
shrinkage=0.1


Tree=952
num_leaves=31
num_cat=0
split_feature=15 7 23 16 22 15 6 21 20 21 6 17 21 19 14 22 5 7 7 5 16 16 20 20 21 9 21 13 3 20
split_gain=1.72395e-05 8.4083e-05 2.71446e-05 1.57452e-05 1.98151e-05 9.47031e-05 3.35904e-05 1.89936e-05 0.000104159 5.15721e-05 3.6527e-05 0.000122047 9.56893e-05 6.76676e-05 3.77547e-05 3.20564e-05 4.13397e-05 2.68084e-05 0.000133942 0.000107995 3.73157e-05 3.69626e-05 9.07615e-05 4.70757e-05 3.66872e-05 3.05834e-05 5.98652e-05 2.36725e-05 8.15933e-05 5.42481e-05
threshold=46.435439118750004 23.514778597300005 0.092260000000000023 22.824946625350005 0.12427500000000002 32.393814985100008 11.805275828400001 4.6887961308500001 39.664548207900005 4.837019638150001 16.465384711100004 197.38773738110004 15.039695091900002 14.451165964200003 291.12807669365003 -0.061874999999999999 24.279163357700003 23.203497038450006 22.589037079550003 20.482113285800001 22.634947069650003 22.534947303500005 42.066503896600004 41.289992964000007 3.5208369948500002 203.72699028675004 4.5452899713000017 109.63263410155001 84.812788641250009 40.750688432250008
decision_type=2 2 2 2 2 2 2 2 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 17 -9 -10 14 12 13 15 -11 -12 -17 18 -1 -20 21 22 24 -23 27 26 -26 28 -19 -29
right_child=1 2 -4 -5 5 -7 -8 8 9 10 11 -13 -14 -15 -16 16 -18 20 19 -21 -22 23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=8.0053148922513712e-05 -0.0013799717660623826 -0.00032279916724911654 0.00071448094200578357 -0.00052071317132383296 0.00039300202728728662 0.0014728300936873563 -0.00075705131579870545 0.0014541748429074473 0.0010271611980520142 7.003806451631797e-05 -2.1173674280306837e-05 -0.0016628488378821662 -0.0013917027855624279 0.00062366667277681997 0.00094168171442771402 -0.0012764825976093431 5.293101918996047e-06 0.00012027152817204836 -0.00024703769141781506 -0.0023042958014237655 0.00082611215884366212 6.2562851839655591e-05 0.0013047023951543646 -0.0013042258121527914 -0.0015755425246313272 -9.8421259967553085e-05 -3.3864738857305314e-05 0.0012522973385301764 -0.0012394466401044618 -1.3952994561355096e-05
leaf_weight=2.3636536295154236 0.50813399195346098 0.50310550005488097 0.50604369702227814 0.54628171168778905 0.50207252489386167 0.51786741292823979 0.51393972925646991 0.52287222617578777 0.50532135856337745 14.562150368479648 5.0077497441276524 0.50761469900044254 0.50849671884795 1.5121011647407696 0.51448346143388946 0.50643580380705755 0.50008068683333851 3.5181969147069361 0.50303200579755525 0.51785484501231416 0.50913700889225388 0.50076749462459769 0.51293967076514846 0.50725843091437639 0.50767735128782376 1.5010205286878884 0.49988766115481942 0.51091466454454337 0.50462325132299168 1.0016159580352448
leaf_count=379 84 43 21 92 180 78 113 252 18 677 142 28 40 38 465 24 85 456 20 63 56 10 349 77 37 53 8 44 78 24
internal_value=-1.81942e-09 -0.00033089 0.000197351 1.24914e-05 1.98395e-05 0.000372237 -0.000188741 5.65442e-06 5.78246e-05 2.75602e-05 6.1741e-06 -0.000159036 -6.40299e-05 2.56704e-05 9.97825e-05 -0.000124677 -0.000639641 -8.98872e-05 -0.000333381 -0.0012906 -8.08152e-06 -5.24854e-05 1.49859e-05 -0.000625232 -6.72558e-05 -0.000384491 -0.000810663 7.65131e-05 -5.02918e-05 0.000413771
internal_weight=41.7033 1.51728 1.00915 40.186 39.6398 1.53388 1.01601 38.1059 24.6473 24.1244 23.6191 8.54248 8.03486 7.52637 15.0766 6.01427 1.00652 13.4586 3.38454 1.02089 10.074 9.5649 8.55688 1.00803 8.04394 2.50859 1.00757 5.53535 4.02282 1.51253
internal_count=4034 148 64 3886 3794 371 293 3423 1769 1517 1499 357 329 289 1142 251 109 1654 462 83 1192 1136 1049 87 700 98 45 602 534 68
is_linear=0
shrinkage=0.1


Tree=953
num_leaves=31
num_cat=0
split_feature=9 5 9 4 9 20 8 22 22 20 7 9 14 16 8 3 6 22 8 9 15 9 12 22 2 17 15 19 22 18
split_gain=2.18936e-05 3.15939e-05 9.42621e-05 2.99217e-05 1.96872e-05 5.27781e-05 2.97982e-05 2.05786e-05 2.78831e-05 0.000121197 0.000272118 8.4211e-05 4.44657e-05 2.63634e-05 4.99837e-05 1.83487e-05 6.48531e-05 2.09553e-05 5.33433e-05 8.0178e-05 2.22846e-05 7.77385e-05 2.16709e-05 6.92817e-05 2.64695e-05 3.09912e-05 6.23376e-05 4.03945e-05 0.000127021 0.000153356
threshold=219.96883426190004 13.154029769200003 201.32298960505003 251.46582525270003 215.54845996915003 38.244973486750006 8.8430989333000021 0.26941000000000009 0.20167500000000002 34.654301448200009 24.268610899850003 177.77223095870002 143.06733454090002 22.684946952700002 8.543332867800002 81.715684874950014 11.260263094250002 0.010890000000000002 8.2435668022500028 197.29115675710003 46.074827201850006 206.57490536735003 237.95588294345001 -0.055334999999999995 199.66651340635002 197.20536406400001 38.483556206400003 14.351157895250003 -0.073609999999999995 13.455547561900003
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 7 8 9 10 -3 -11 -13 15 -15 16 -14 20 -19 -20 22 -22 24 -24 25 27 -27 -17 -29 -30
right_child=3 4 -4 -5 5 -7 -8 -9 -10 11 -12 12 13 14 -16 17 -18 18 19 -21 21 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=-0.0081022596594705325 -0.0010053902696531105 0.061143176739324824 0.034190393835462067 8.2317877568501989e-05 -0.00028496394656659811 0.0011591252289434293 -0.00075793778735957617 -0.00062332298293667578 0.00075166114061494312 0.021457835927487505 -0.0092755719617380918 -0.02096933545720979 -4.9554926233212545e-06 5.6093813771599951e-05 -0.0011636406196072408 -3.3522481956866442e-06 -0.0012445970728863472 5.8543215777324216e-05 -1.8073600733581641e-05 0.0017533864761382443 -0.0013189508250648439 0.00043299698622457027 0.0013053153558633625 -0.00034614370062844679 -0.00033718431363888952 -6.4957453022566463e-05 -0.0012411114807678691 0.00010792160762123964 0.0025242889282717164 7.4717738978353658e-05
leaf_weight=0.0010953940070057974 0.50394367941782914 0.0010250943687272187 0.0010156059406681434 0.50769976418881391 0.49983156142066565 0.51266959614354946 0.51242887705428941 0.50705073793999034 0.51104214323279151 0.001829988378481028 0.0011809430355071981 0.0010106694130617147 2.5028061336306466 0.86552073345580882 0.54911845932225134 14.061372247358078 0.50762038059882497 3.5074475430256902 0.50426924798966843 0.51791674468267956 0.5095654232023612 0.50357403248172083 0.50991985161432396 0.50620886749538729 2.0077337833103845 4.0293030601849571 0.50737567568012298 5.5290399877227685 0.52033601005587005 0.5022890152383539
leaf_count=848 41 124 173 227 17 87 117 60 89 606 27 9 43 50 33 370 226 52 13 59 122 14 92 44 39 183 23 194 47 5
internal_value=1.18174e-08 1.14363e-05 0.0122448 -0.000459517 1.08016e-05 0.000446236 -3.10078e-07 9.60272e-06 1.79045e-05 8.07446e-06 0.0234464 6.71893e-06 5.68975e-06 6.24555e-06 -0.000417369 2.25623e-05 -0.000213985 4.36828e-05 0.000243802 0.000879482 1.26254e-05 -0.000448157 2.91954e-05 0.000482601 1.22307e-05 4.01249e-05 -0.000196497 9.22025e-05 0.000297285 0.00132112
internal_weight=41.7032 40.6916 0.002111 1.01164 40.6895 1.0125 39.677 39.1646 38.6575 38.1465 0.00220604 38.1443 38.1424 38.1414 1.41464 36.7268 3.01043 33.7164 4.52963 1.02219 29.1867 1.01314 28.1736 1.01613 27.1574 25.1497 4.53668 20.613 6.55167 1.02263
internal_count=4034 3766 1021 268 2745 104 2641 2524 2464 2375 151 2224 1618 1609 83 1526 269 1257 124 72 1133 136 997 136 861 822 206 616 246 52
is_linear=0
shrinkage=0.1


Tree=954
num_leaves=31
num_cat=0
split_feature=9 22 5 9 23 6 20 22 8 23 7 21 7 9 10 3 13 0 20 10 17 2 23 22 21 23 6 2 6 18
split_gain=1.77287e-05 2.66681e-05 2.60731e-05 2.73226e-05 0.000133834 1.74094e-05 5.03406e-05 7.71008e-05 0.000209623 5.33114e-05 0.000238437 4.20672e-05 5.04807e-05 0.000120439 7.31192e-05 7.11547e-05 0.00032583 0.000144742 5.57104e-05 7.75619e-05 0.000187013 4.76437e-05 4.24791e-05 2.73593e-05 7.36779e-05 3.42038e-05 2.49682e-05 2.40974e-05 2.51871e-05 2.01029e-05
threshold=219.96883426190004 -0.084275000000000003 11.474061108350002 177.77223095870002 0.049900000000000007 16.465384711100004 40.563919884450009 -0.059424999999999999 8.3434888241000014 0.10301500000000002 23.165384528550003 15.285239689500001 23.109894804950002 195.41812862360004 62.025417527550012 88.315849585200013 116.86189801435002 94.625660817400004 42.686561923500008 62.041548276350007 189.19102531915004 108.63443756215001 0.10932000000000001 -0.116995 5.3092490988000014 0.10010000000000002 14.385336111050002 174.09315058345001 16.345381907250005 13.4793103924
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 9 23 -9 10 -7 12 13 14 -5 17 -17 -14 19 20 -18 -16 26 24 -8 -25 -19 28 -21 -20
right_child=1 -3 3 5 -6 6 7 8 -10 -11 -12 -13 15 -15 21 16 18 22 29 27 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.014993679221659948 0.00010144016602782695 -0.00092527172228833621 -0.015171678965653891 -0.0010780865286136334 0.034744805804940236 0.0024055924947149871 2.6625247507071045e-05 -2.9232935371886646e-05 -0.0025052517745730099 -0.0001607088812464189 2.2029473457982847e-06 0.00095561874428704398 -0.0016708442545361529 -0.0017560217396764375 0.0010993912155092059 0.0027317205005861294 -0.00022286841247248865 1.573773066463792e-05 5.8907139315232456e-05 9.3249119706753463e-05 0.0024882495344064758 -8.9071750290427147e-05 -0.00089191377866586143 -0.00013244838722325326 -0.0014536720465089198 0.00041682314434251903 0.00072801684958583024 3.0395600750862901e-05 0.0010939969544954179 -0.00042406510305896517
leaf_weight=0.0011613434127316627 0.50448219923824444 0.50746601379170753 0.0010141152422968661 0.5064338416106241 0.0011419811419851799 0.51981650059820994 1.0004140163443356 1.0076595228751326 0.517539854658703 2.4069255017632969 2.004801056065844 0.5105680971209442 0.53230259173956618 0.51152676755214788 0.50798620304954045 0.52126461114676104 0.50263633043505229 13.040156249537974 2.0021146806154779 0.50082199494136126 0.51525610558624457 1.0039781667586689 0.50449864069955275 4.5140089576433846 0.50644509783225533 1.5139321885604813 0.51143959463905631 3.007159911867916 0.50517766384518836 1.5131542640677471
leaf_count=901 139 129 517 22 239 76 22 30 81 48 32 68 242 45 73 85 3 534 15 7 73 53 95 134 39 24 157 46 66 39
internal_value=2.26846e-08 -0.000413429 1.03048e-05 9.87714e-06 0.0112667 9.28063e-06 -8.10744e-05 -0.000221018 -0.000869411 0.000176024 0.000497059 5.66354e-05 3.91072e-05 -0.000385459 -3.81144e-05 8.45131e-05 0.000304496 -5.22199e-05 0.000156453 0.000369869 0.0011495 0.000310225 9.07719e-06 -8.97701e-05 -0.000470893 5.5025e-06 4.26193e-05 0.000172126 0.00059579 -0.000148989
internal_weight=41.7033 1.01195 40.6913 40.6902 0.0021561 40.688 13.9915 9.06 1.5252 4.93154 2.52462 26.6965 26.1859 2.52992 2.0184 23.656 9.06759 14.5884 8.54632 5.03105 1.01789 1.51196 14.0561 7.5348 1.50686 6.02794 13.5516 4.01316 1.006 3.51527
internal_count=4034 268 3766 2865 756 2109 486 330 111 156 108 1623 1555 193 148 1362 334 1028 249 195 76 126 786 219 61 158 691 119 73 54
is_linear=0
shrinkage=0.1


Tree=955
num_leaves=31
num_cat=0
split_feature=8 19 23 9 18 13 15 6 6 6 17 17 3 23 6 20 16 0 13 22 7 20 19 21 0 6 6 21 23 21
split_gain=3.12859e-05 2.26167e-05 0.00010431 8.47142e-05 0.000100983 9.94287e-05 0.000126727 0.000237902 2.55537e-05 4.51612e-05 5.82059e-05 0.00017608 5.51219e-05 5.89434e-05 4.40295e-05 3.72346e-05 0.000226185 1.96845e-05 2.36076e-05 4.2843e-05 4.76196e-05 2.86175e-05 1.91079e-05 1.34871e-05 3.39997e-05 0.000101843 8.72317e-05 5.67424e-05 3.17778e-05 3.24868e-05
threshold=8.8430989333000021 14.451165964200003 0.13041500000000003 187.94830913940004 13.204532713600001 117.45067034490002 37.870720399650004 16.515385879350003 16.465384711100004 16.375382608200002 191.24148878695004 187.51563899930002 91.867302775550016 -0.13658499999999998 15.885371159150003 41.50623664750001 22.574947209950004 86.89903215050002 117.60122400020002 -0.063749999999999987 23.356162058950002 40.583589072600013 14.251149826300002 12.706368345750002 93.399723909900004 15.255356438950001 14.745344522600002 7.0441631297000011 0.10469000000000002 1.9176293050000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 -5 -6 -7 -8 9 12 11 -11 14 -14 23 17 22 18 19 -10 -21 -20 -17 24 25 -1 27 28 29 -26
right_child=-2 2 -4 4 5 6 7 -9 15 10 -12 -13 13 -15 -16 16 -18 -19 21 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0016497414988312536 -0.00076832037048220965 0.0012839553539390884 0.0015617457916615929 -0.0013429868248718132 -0.001195154866426182 -9.5675646797843239e-05 0.002724604865162252 -0.00032085818906544286 -4.2015826788117384e-05 4.4175715791398379e-05 8.636802634127165e-05 0.0023197185523702586 1.5230822512126342e-05 -0.0015120509926441412 0.00091328907523875172 0.00058156748114595658 -0.0023493387985587377 -0.00066324853162879911 -2.1294999274794757e-05 0.0013949158616041418 1.9488175259126765e-05 -0.00065777430675103654 -0.00017326065453938079 0.00026296753664847432 -0.00075286000982201966 8.284112647253694e-05 0.001265941165187765 -0.0010894238998783901 -0.00055503876850676191 5.8203612533833366e-05
leaf_weight=0.51153453593518694 0.52328178126363312 0.50938321469575676 0.50876119822351018 0.55277177398288291 0.51849781297590869 2.5044347700577423 0.520483766100307 0.50573598860486157 3.000319488618937 1.0063605717824851 4.009785565984509 0.51358732575465627 0.50029369491677578 0.51059124244175247 0.51534958540537346 0.50376034326492147 0.51449550216874396 0.50288494442861509 2.360873464563165 0.50684273634213661 0.50006525963544846 1.0080490107720832 1.0032532340168385 1.5077370507461498 0.51331009900985414 1.0074242265913067 0.52194837500729185 0.50660124175551224 1.0061412742771789 13.028530800965463
leaf_count=150 201 72 19 35 82 32 92 36 164 38 98 42 43 170 52 200 87 15 81 42 2 21 23 338 444 67 136 414 107 731
internal_value=3.93189e-08 9.80305e-06 0.000196218 6.02986e-05 -7.5147e-05 9.79327e-05 0.00028783 0.00122376 -1.96591e-05 3.29979e-05 0.000286117 0.000813077 -3.65361e-05 -0.000756189 1.51514e-06 -0.00015613 -0.000538992 -5.78997e-05 -1.66287e-05 0.000147406 0.000711831 -0.000211742 7.90612e-05 -2.3743e-05 -4.90294e-05 -0.000500635 -4.99072e-06 -4.90544e-05 -1.28259e-05 2.74598e-05
internal_weight=41.7031 41.1798 5.62007 5.11131 4.60192 4.04915 3.53065 1.02622 35.5597 25.6592 5.52973 1.51995 20.1295 1.01088 19.1186 9.90054 2.02151 7.87903 7.37615 4.00723 1.00691 3.36892 1.50701 18.6032 17.0955 1.51896 15.5765 15.0546 14.548 13.5418
internal_count=4034 3833 368 349 277 242 160 128 3465 2830 178 80 2652 213 2439 635 310 325 310 208 44 102 223 2387 2049 217 1832 1696 1282 1175
is_linear=0
shrinkage=0.1


Tree=956
num_leaves=31
num_cat=0
split_feature=15 21 19 8 8 4 16 21 6 18 0 22 6 16 18 14 21 5 23 16 21 5 5 3 10 7 0 6 22 23
split_gain=2.82207e-05 8.73008e-05 3.72728e-05 2.59963e-05 2.3642e-05 5.51446e-05 3.58692e-05 1.55585e-05 8.9739e-05 1.46234e-05 9.63112e-05 0.000193972 6.20715e-05 3.32305e-05 0.00298441 0.00351997 0.00149605 0.000235319 3.03837e-05 3.85318e-05 3.38562e-05 2.65498e-05 3.37449e-05 9.77516e-05 6.34436e-05 8.60059e-05 3.35961e-05 4.43341e-05 7.13411e-05 2.96332e-05
threshold=46.435439118750004 15.285239689500001 14.651182102100002 8.8430989333000021 8.7431769115000026 142.34057910165004 22.614947116400003 14.946136646400001 16.485385178400005 13.893471991850001 93.399723909900004 -0.095204999999999998 14.745344522600002 22.454947490600002 13.3584252364 160.86431312405003 2.0502020052500005 19.830540377400002 0.10469000000000002 20.824951302200002 2.0008954101500005 20.204934414350003 22.629964856950004 93.431985407450014 61.987779113750001 23.549545123900007 86.329079026800017 16.525386113000007 -0.096529999999999991 0.09914000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -6 9 -9 13 11 -11 18 14 -7 -16 17 -17 20 -20 -12 -15 24 -24 25 -23 27 28 -26 -28
right_child=1 -3 -4 -5 6 7 -8 8 -10 10 12 -13 -14 21 15 16 -18 -19 19 -21 -22 22 23 -25 26 -27 29 -29 -30 -31
leaf_value=0.020513722666769096 -0.0014850146689254821 0.00011891358149006657 0.00086224570273137297 -0.00069829980323906238 0.00077147456896111289 -0.00035069876856715098 1.1940430461015148e-06 0.00054751025228555927 -0.0013318917809148668 0.00039403971823061702 -0.00079693318766505287 -0.0023500634525655106 0.0010700901612590034 0.00034356375325313892 -0.08427611959753567 -0.0046003234633906409 0.097147251922340708 0.04438841347424264 -0.0011841200454075882 5.2278815483234471e-05 3.1559412048311067e-05 -0.0017680345001877596 0.0010787473597825841 2.5909766639249596e-06 -1.8008285552782999e-05 7.2540689654699864e-05 -5.1450773620857103e-05 7.35198601683373e-05 -0.0016998768217445165 0.00039220954638308426
leaf_weight=0.0013096209507484904 0.51272579461124834 1.0035663494087925 0.51385495851368901 0.5185972819034167 1.011315868395058 0.50581135021807444 1.5029859848260683 0.50795181575111159 0.50830131410507606 0.50618058586687331 0.51344563630067597 0.52452993214630372 0.5205685867162807 2.508312245600794 0.0017196409209180594 0.0019449189294107336 0.0070483694825724521 0.0019775040744230976 0.50812278893824536 0.50017502158880234 12.535814593367476 0.51539313785773078 1.0190135684224504 4.9162025155462601 0.50051987642291351 0.50033253687433898 6.016629762016235 1.0023798111305948 0.50836601512194979 2.0079115710686892
leaf_count=27 129 19 67 154 28 579 30 223 40 62 452 207 128 40 11 13 130 27 176 2 1155 41 33 120 10 3 62 16 32 18
internal_value=5.11746e-08 -0.000423446 1.60302e-05 5.06978e-06 1.43859e-05 -5.96972e-06 0.00031102 -6.70318e-06 -0.000392514 4.30342e-06 -6.8247e-05 -0.00100244 -2.19736e-06 6.08865e-05 0.000851007 0.0487482 0.0695994 0.0200975 -4.19055e-05 -0.000570793 -1.03906e-06 3.9872e-05 -4.97204e-06 0.000187356 -0.000108261 -0.000861392 -3.20369e-05 -0.0003975 -0.000865483 5.95625e-05
internal_weight=41.703 1.51629 40.1867 39.6729 39.1543 36.64 2.5143 36.6387 1.01625 35.6224 15.6088 1.03071 14.5781 20.0136 0.518502 0.0126904 0.0109708 0.00392242 14.0576 1.0083 13.0493 19.4951 16.9867 5.93522 11.0515 1.01573 10.0358 2.01127 1.00889 8.02454
internal_count=4034 148 3886 3819 3665 3607 58 3580 263 3317 2182 269 1913 1135 760 181 170 40 1785 178 1607 375 335 153 182 44 138 58 42 80
is_linear=0
shrinkage=0.1


Tree=957
num_leaves=31
num_cat=0
split_feature=15 7 19 23 9 23 5 8 19 23 5 20 6 2 5 15 22 6 6 22 17 5 8 3 18 20 16 7 5 12
split_gain=2.2859e-05 7.6501e-05 3.0204e-05 2.88971e-05 2.68904e-05 0.000175302 2.82923e-05 2.10704e-05 2.32631e-05 9.48539e-05 8.09648e-05 0.00010365 7.50121e-05 3.47206e-05 5.84253e-05 2.00676e-05 5.50951e-05 1.9724e-05 5.76712e-05 8.5248e-05 0.000158892 6.93071e-05 4.52313e-05 8.31532e-05 3.1084e-05 2.88252e-05 0.000174469 1.61599e-05 2.35989e-05 6.25118e-05
threshold=46.435439118750004 23.514778597300005 14.651182102100002 0.092260000000000023 179.18874144770004 0.08729000000000002 12.035423697300002 8.8430989333000021 14.451165964200003 0.13041500000000003 20.849573174100005 40.563919884450009 16.605387982250004 134.33885108415004 22.783584484750005 18.563284541500003 0.17076500000000003 16.465384711100004 16.285380505300001 -0.078649999999999984 187.51563899930002 22.246947245750004 8.3434888241000014 93.458869988800004 13.376114027300002 41.50623664750001 22.574947209950004 23.514778597300005 18.946524085150003 216.55112120135001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 5 -1 -6 8 15 10 12 -12 -10 -13 -15 -8 17 18 24 21 -21 22 -20 -24 -17 -19 -27 -26 -29 -30
right_child=1 3 -4 -5 6 -7 7 -9 9 -11 11 13 -14 14 -16 16 -18 25 19 20 -22 -23 23 -25 27 26 -28 28 29 -31
leaf_value=-0.029347825493247964 -0.0013816365592231525 -0.00041379314965073861 0.00077648151835250294 0.00065672362685289512 0.016413677873041346 0.020804174648205571 0.00042555285733507982 -0.00062817897906284194 -0.0015608873054447248 0.0015131950071383591 0.0015546117305249791 0.00035159252720569578 0.000159732828126139 -0.0011586891287652871 0.0003590979991333859 -0.0008265052552040332 -0.0010536084853831743 -4.2905938383856381e-05 0.0001118848164700603 -0.00012873617649383881 0.0023656595875948235 -0.00017057027684351823 0.0019591407201375423 0.00014517742718270958 0.00052488912361101894 7.3457159958172696e-05 -0.002060872651520143 -1.8437796781313874e-05 -0.0013020089169366476 0.00026847223946901294
leaf_weight=0.0017693576996777403 0.50807153121551341 0.50278980529470974 0.51356250208789234 0.50583734496649413 0.0010508195952770851 0.0011499309455519817 1.0046759299586927 0.51882812733977246 0.5127385136961482 0.50811329397220095 0.55681236350028518 1.5068896467792003 0.50089420011499897 0.51083444384266818 0.50368607331104442 0.50690376267266657 0.51574326507930024 7.3765644489833431 1.0029185682421942 0.50366756199218687 0.51801404860543698 3.002827201113405 0.50967878474330042 0.50123016231736983 0.50584040113063267 1.5061460856598929 0.51359793036027657 15.567819384950724 0.50664541932837959 0.50716429704672095
leaf_count=1256 84 43 67 21 289 238 150 154 79 13 41 41 5 38 46 34 130 80 26 8 79 32 36 8 23 25 61 710 61 156
internal_value=1.20217e-07 -0.000380976 1.45036e-05 0.000123083 4.63971e-06 -0.00959255 5.34597e-06 4.91131e-06 1.33013e-05 0.00022456 6.45416e-05 0.000319799 -0.00071063 4.71107e-05 -0.000405143 -1.4826e-05 -2.80155e-05 -1.2001e-05 3.67262e-05 0.000303382 0.00113597 0.000133818 0.000587692 0.00105974 -5.47892e-05 -0.000134555 -0.000469279 -3.18961e-05 -4.88814e-05 -0.000516366
internal_weight=41.7025 1.5167 40.1858 1.00863 39.6722 0.00291929 39.6693 39.6682 39.1494 4.59997 4.09186 3.07822 1.01363 2.52141 1.01452 34.5494 33.5448 33.029 23.6327 6.03834 1.02168 5.01665 2.01383 1.01091 17.5944 9.39631 2.01974 17.0875 16.5816 1.01381
internal_count=4034 148 3886 64 3819 1494 2325 2036 1882 263 250 166 84 125 84 1619 1469 1339 1173 189 87 102 70 44 984 166 86 950 927 217
is_linear=0
shrinkage=0.1


Tree=958
num_leaves=31
num_cat=0
split_feature=15 4 16 19 9 21 5 2 8 8 16 17 7 19 3 6 9 9 6 20 16 6 22 17 5 2 22 6 17 9
split_gain=1.85096e-05 8.28703e-05 3.14064e-05 2.44784e-05 2.19543e-05 0.000157893 2.29822e-05 1.88046e-05 2.01303e-05 1.83956e-05 3.11942e-05 1.84273e-05 5.28275e-05 1.96726e-05 5.13801e-05 5.30597e-05 4.59017e-05 7.90307e-05 3.28418e-05 5.14292e-05 0.000192996 4.92512e-05 0.00012713 0.000192729 6.69602e-05 9.392e-05 2.46741e-05 8.98698e-05 2.32092e-05 4.02485e-05
threshold=46.435439118750004 346.42057500560003 22.614947116400003 14.651182102100002 179.18874144770004 10.959760372700002 12.035423697300002 282.50503784000006 8.8430989333000021 8.7431769115000026 22.614947116400003 205.83789591070004 25.818239331450005 14.451165964200003 92.598563387050021 16.435384010100005 193.67618212375001 192.39832633775004 16.465384711100004 41.50623664750001 22.544947280100004 16.375382608200002 -0.088224999999999984 187.51563899930002 20.769304081650002 189.95856246190002 -0.096529999999999991 14.060328517350003 196.16836764490003 204.12988221610001
decision_type=2 2 2 2 2 2 2 2 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 -6 8 9 11 -11 13 -13 18 -15 -16 17 -17 21 -20 -21 24 -23 -24 26 -26 27 -8 29 -28
right_child=1 2 -4 -5 6 -7 7 -9 -10 10 -12 12 -14 14 15 16 -18 -19 19 20 -22 22 23 -25 25 -27 28 -29 -30 -31
leaf_value=-0.028648821622232479 -0.0013846292215642388 0.00073781194647247559 -0.0003778992456960758 0.00069920950537064909 0.014812352357294323 0.01859053052235846 -0.00015752354407810903 0.00060902936082893376 -0.00062224531659877758 0.00069602157354934073 -2.2461002567663466e-05 -0.0011890952043581676 -9.7005755827021095e-06 0.0011363785704537493 -0.0008821212974561691 0.0016542540570043973 -1.2966901147991867e-05 -0.00010997804428100711 -7.5870407751357205e-05 8.554024245459252e-05 -0.0022938486278365235 4.5199118606440931e-05 -7.8677825675447006e-05 0.0026704341634411072 -0.0017723971583385155 0.00014683829970966268 -3.4151989185853107e-05 0.0014676540136910315 0.00013142292985669031 -0.00059981650335031778
leaf_weight=0.0016751679650392802 0.507865562459071 0.50603239645945264 0.50316924278667785 0.51329919921931733 0.0010481304784722969 0.0012249188335639264 1.0031889702543377 0.50785061737099724 0.51868764868060324 1.0107983946686538 1.5025536353913365 0.50796658765953839 1.5050955038118012 0.51636547144880651 0.50476253100547541 0.51346395011739809 2.5528537220078533 0.50230881906977487 6.3744791212168357 1.0027847766177727 0.51646321311346444 3.5039241879470353 0.50352388779901847 0.5167003179412859 0.51677578202361363 0.50331136425288747 7.5285275390699864 0.5149062933125349 5.530358412753535 1.5101779665605857
leaf_count=1117 80 40 28 67 289 377 180 149 147 28 27 108 127 52 38 59 37 8 72 6 65 42 11 83 59 48 199 171 190 130
internal_value=1.21264e-07 -0.000342764 0.000181539 1.30659e-05 4.1881e-06 -0.00869619 4.82416e-06 4.43291e-06 -3.40787e-06 4.89887e-06 0.000266492 -1.32997e-05 -0.000307303 4.049e-06 0.000196651 7.75257e-05 0.000213263 0.000781825 -2.58914e-05 -0.000200481 -0.000723325 3.78199e-05 0.000331239 0.00131363 -3.97771e-05 -0.000825446 1.00422e-05 0.000393703 -2.99352e-05 -0.000128663
internal_weight=41.7021 1.51707 1.0092 40.1851 39.6718 0.00290009 39.6689 39.6678 39.16 38.6413 2.51335 36.1279 2.01306 34.1149 4.58975 4.07339 3.56863 1.01577 29.5251 7.89373 1.51925 21.6314 4.52415 1.02022 17.1072 1.02009 16.0872 1.5181 14.5691 9.03871
internal_count=4034 148 68 3886 3819 1494 2325 2036 1887 1740 55 1685 235 1450 194 142 104 67 1256 143 71 1113 136 94 977 107 870 351 519 329
is_linear=0
shrinkage=0.1


Tree=959
num_leaves=31
num_cat=0
split_feature=23 22 22 21 22 15 5 2 2 22 6 23 9 19 23 7 22 22 21 15 12 0 12 13 20 19 10 20 2 21
split_gain=1.83669e-05 1.68866e-05 6.81568e-05 0.000208164 0.00210236 0.000521472 0.000352215 0.0001152 0.000151693 0.000100595 0.000292391 4.64765e-05 0.000152903 9.3447e-05 5.29999e-05 4.64038e-05 3.73138e-05 2.73952e-05 3.75443e-05 5.0298e-05 7.18432e-05 2.2332e-05 6.09596e-05 3.82905e-05 2.18662e-05 2.0996e-05 4.75122e-05 1.89437e-05 1.71303e-05 4.009e-05
threshold=-0.50325999999999993 -0.037054999999999998 -0.053159999999999992 0.23701408045000003 -0.096529999999999991 30.604459195950003 20.016397659050003 76.243484112200022 84.960908098050012 -0.067109999999999989 14.865347326450001 0.096315000000000026 199.89081775665002 14.251149826300002 0.10301500000000002 24.363141638800005 0.0041150000000000015 -0.073609999999999995 15.109659503850002 45.858046225550005 237.95588294345001 93.399723909900004 106.61257222060001 117.57971633515002 38.064633603500006 14.551174033150001 62.068432857650002 37.828051409500013 121.36426933400001 3.4801976177500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 -4 -9 17 -11 13 14 21 15 -13 -16 18 19 20 25 23 -23 -3 -18 27 -27 -5 -29 -30
right_child=1 11 7 9 6 -7 -8 8 -10 10 -12 12 -14 -15 16 -17 24 -19 -20 -21 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.013416291046230995 -0.011198273120070427 -0.0010248688476930555 -9.1810445239599235e-05 0.00058771780285968799 -0.10009111310624647 0.067901648859719652 -0.033620169479948475 -0.00011323449828924341 -0.0025582511185815522 -0.00019344988764877092 0.0027242198673413866 0.0014712387387770384 0.0019255581724171656 -0.0013561184485264147 0.00015403740587777764 0.00011484593039977887 -8.5527594613305841e-05 -0.00075967960399458989 0.00083055668788026423 -0.0010205428109956013 0.0011584041873106724 0.0011411928041363145 -2.019856089293683e-06 0.00020693011006145574 -0.00099768924330580558 -0.0011899520730352933 -2.2704540258335313e-06 7.6720523598276794e-05 -0.0009784320251832498 -7.0670086107160071e-05
leaf_weight=0.0010203962441498451 0.0013727631315195105 0.50843650449982269 2.503400300676728 0.51016519516176373 0.0020367122443158466 0.0021214449298412319 0.0013098104423431289 0.49974668130295175 0.51548896773013053 1.002953737008222 0.5223594636307779 0.50841075080031251 0.52634560211284309 0.52926164493585659 3.5097281880551074 0.50053735065103699 0.54574082907169008 0.50715669370334282 0.51139353819419042 0.50711333579071194 0.51115968305951298 0.50957897626193105 5.5086862304766182 0.50103540645220335 0.50690128785384259 0.50676894996260458 1.0044107498672472 8.4003247077157557 0.5113224110443263 10.025680845461181
leaf_count=134 289 220 15 138 54 35 37 6 59 54 74 24 117 151 34 16 25 62 186 105 431 102 419 14 39 31 42 576 140 405
internal_value=1.20367e-07 -2.07918e-07 -4.46098e-05 1.44342e-05 -0.0174274 0.0368258 -0.0740748 -0.000456193 -0.0013547 1.93001e-05 0.000805737 9.09923e-05 0.000296378 -7.4731e-05 0.000142462 0.000798335 -2.58121e-06 -3.2865e-05 -1.64739e-05 -3.61839e-05 -1.29336e-05 2.17708e-05 9.47783e-05 -0.000413485 -0.00052478 -4.15012e-05 -0.000400555 -1.36007e-05 -2.98e-05 -0.00011472
internal_weight=41.702 41.7009 28.0463 24.5277 0.00684073 0.00349421 0.00334652 3.51864 1.01524 24.5208 1.52531 13.6547 6.09766 7.557 5.57132 1.00895 4.56237 22.9955 22.4883 21.9769 21.4698 7.02774 6.01827 1.00947 1.05264 20.9587 1.51118 19.4475 18.9373 10.537
internal_count=4034 3900 2739 2659 415 324 91 80 65 2244 128 1161 255 906 138 40 98 2116 2054 1868 1763 755 521 234 64 1332 73 1259 1121 545
is_linear=0
shrinkage=0.1


Tree=960
num_leaves=31
num_cat=0
split_feature=21 4 23 17 23 20 21 22 7 7 23 6 7 7 7 7 19 23 12 5 3 7 7 3 6 22 9 20 22 21
split_gain=2.06343e-05 0.00145175 0.000694205 0.00020092 0.000325633 4.57095e-05 4.07322e-05 4.97943e-05 3.0789e-05 3.12793e-05 7.26272e-05 4.15553e-05 9.45704e-05 4.97042e-05 9.10431e-05 4.12086e-05 3.06416e-05 0.000110382 2.94361e-05 3.60349e-05 8.03987e-05 3.96229e-05 0.000127543 2.51281e-05 0.000109687 3.66532e-05 1.97495e-05 2.86736e-05 1.88829e-05 8.54935e-05
threshold=4.3657573166500008 157.07313959035005 0.08376500000000002 179.91109285790003 0.076130000000000017 39.184300550350009 4.1620892039000008 -0.08786999999999999 22.516377366000004 22.775216856700002 0.049900000000000007 16.525386113000007 23.085048345000001 23.109894804950002 22.835261448650005 23.150522195450005 14.451165964200003 0.097450000000000023 212.86469446750002 22.213482503200002 94.972471916200007 23.261955272900003 22.589037079550003 82.409307072650009 11.895277931250002 -0.041369999999999997 195.10791980860003 41.32819714970001 -0.077085000000000001 3.2025200283000004
decision_type=2 2 2 2 2 2 2 2 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 -5 18 -8 -7 10 -10 13 -13 14 -11 -15 26 -18 19 21 -21 22 -1 24 -23 28 27 -17 29 -25
right_child=1 3 -4 5 -6 8 7 -9 9 11 -12 12 -14 15 -16 16 17 -19 -20 20 -22 23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0001229972003892607 0.08930604652559461 0.0072006203560621472 0.0099734564395582391 0.00097625768540927482 -0.070560902650714061 -0.00074469559437300705 -0.00022542444509662828 -0.0013731715015217701 -0.00027072034186794808 -2.9752291021391765e-05 0.0014187566139918957 7.5621232946078591e-05 -0.001591481934868333 0.0009876142495629989 -0.0015703130371512804 -4.7090819034366897e-05 -0.00013988526849799786 0.0012090889006788029 -0.00076858360152052001 0.0014089413670686801 -0.00013121399088704525 3.948954322216262e-05 -0.0018135396593463048 0.001404996647778577 -0.0015468655238113855 0.00095075269125309602 6.6424720692341891e-05 -0.00091970904268645094 -0.00016905852464470825 -1.4005410724128191e-05
leaf_weight=1.0030080339658254 0.0026702439370102074 0.0011112420036066594 0.0018793400622456602 0.51646732034481857 0.0010448648943879538 0.50792604646348394 1.5010908989131211 0.50521717548335709 0.50246000874302132 1.505536140780688 0.51548876562645329 1.0080638375811819 0.51366396525387248 0.5066602433944557 0.51477340417687045 1.5013316611230829 1.5103114912119644 1.0137236984224953 0.51605620756492498 0.55945521953044119 0.8598893896050932 3.0028446738854755 0.51458569967869783 0.51131510636631583 0.50987894206652384 0.51946486701035599 16.560283388229749 0.50262593485680374 2.0094470799631381 2.5032078338535939
leaf_count=82 19 289 30 213 220 143 80 22 21 31 83 24 39 19 65 65 45 23 489 78 298 403 67 121 130 58 477 321 35 44
internal_value=1.04767e-07 5.15046e-05 0.0565354 4.20504e-05 -0.0304832 4.4472e-05 -9.6162e-05 -0.000514444 2.6423e-05 4.1398e-05 0.00058483 1.93912e-05 -0.000487115 5.20296e-05 -0.000422286 9.64041e-05 7.49922e-05 0.000401901 -2.9075e-05 2.74562e-06 0.000475861 -6.07619e-05 -0.000533644 1.84817e-05 -0.000190773 0.000151081 3.05449e-05 -0.000265958 6.83968e-05 0.000226682
internal_weight=41.7015 27.186 0.00454958 27.1815 0.00215611 27.1793 14.5155 2.00631 26.6628 26.1549 1.01795 25.137 1.52173 23.6152 2.02031 21.5949 21.0883 2.52404 12.5092 11.9931 1.41934 10.5738 1.51759 9.05616 3.51272 5.54343 18.5642 2.00396 5.02397 3.01452
internal_count=4034 2127 49 2078 509 1569 1907 102 1356 1213 104 1109 63 1046 96 950 931 68 1805 1316 376 940 149 791 533 258 863 386 200 165
is_linear=0
shrinkage=0.1


Tree=961
num_leaves=31
num_cat=0
split_feature=3 20 7 21 21 5 17 21 22 15 18 21 18 6 7 21 22 15 23 21 23 23 3 6 17 2 0 21 2 13
split_gain=1.96855e-05 0.000191608 0.000157709 5.64156e-05 5.10208e-05 8.00476e-05 6.94386e-05 0.000189391 5.25657e-05 7.2849e-05 3.53986e-05 7.64692e-05 3.41086e-05 0.000106506 0.000105149 6.15491e-05 3.26276e-05 8.32021e-05 0.000145809 0.000303169 2.91226e-05 2.74668e-05 2.40116e-05 2.35768e-05 3.18888e-05 4.07188e-05 6.776e-05 1.79835e-05 1.66961e-05 1.63423e-05
threshold=93.281431752200021 41.942745071500006 22.314221067900004 14.70115454445 15.974186315300003 24.346375512250003 191.58460912770002 14.169342482300001 -0.053159999999999992 42.841315546000011 13.893471991850001 8.8898213993500015 14.118140587000001 14.745344522600002 24.385896469550001 1.9176293050000004 -0.086719999999999992 37.870720399650004 0.09062000000000002 12.807913564700002 0.093905000000000016 0.098545000000000021 93.394346993650018 16.495385412050002 195.00249838555001 185.01730422545003 86.643628628100018 6.9016076392500008 145.31340866805002 117.59047016770002
decision_type=2 2 2 2 2 2 2 2 2 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 -1 10 5 6 8 -8 22 -10 16 12 14 15 -12 -14 20 23 -19 -20 28 27 -2 24 -18 26 -26 -17 -4 -24
right_child=1 -3 3 -5 -6 -7 7 -9 9 -11 11 -13 13 -15 -16 21 17 18 19 -21 -22 -23 29 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.036209960309874459 -0.00045531285572551105 -0.0019910980794936978 0.00036294460525424795 0.0010800183251771058 0.00095457538267646423 -0.0012924274491890137 0.0021173185705133852 -0.00061032375444572255 -0.0015541170415697154 0.00011040857104268481 -0.0016576652595737052 -0.0012705480807951577 -0.0011073201353220888 0.0014006587593150667 8.565241859276971e-07 5.9991361396457264e-05 -3.2241381462515802e-05 -2.8256632131712689e-05 0.0033424789214626196 -9.4275868885658194e-05 -0.00041601637616713413 -0.00071583683044656467 -0.00011936580805528819 -0.00035637362371433398 0.00010431274811914048 3.0186631733484286e-05 0.0017433554179489574 -0.00055047592269261299 -4.4792413466119009e-05 0.00021797202876062076
leaf_weight=0.0012001208942312705 1.0022284097503869 0.51931302873595164 1.5091927029782533 0.51430405230049814 0.50886699233888144 0.50958272660359405 0.51665720323084918 0.50178921035694657 0.55202607518165414 0.50206829207309056 0.5127758442209428 0.51822360956370772 0.51592773492550925 0.53638772559929293 1.5018668507069604 12.026778411365319 3.00616995076963 1.010775205011669 0.52539402626462084 0.50185518973739818 1.5078840262027027 0.50622529896790958 2.5017493704193292 1.006765501160771 0.50034926831722282 1.0002021118998525 0.50862898351624608 0.50273052364239035 3.0017859645107907 3.3713790011502169
leaf_count=182 7 561 45 200 20 329 68 9 37 10 103 452 500 232 21 683 34 31 37 4 48 88 47 23 2 4 60 103 33 61
internal_value=1.23002e-07 -0.000118423 3.9944e-05 4.13378e-05 -2.08439e-05 -7.33271e-05 -3.89935e-06 0.000773407 -0.000103735 -0.000761299 2.39372e-05 -7.48916e-05 -3.64124e-05 1.86247e-05 -0.000421278 -3.60775e-05 0.000140609 0.000272159 0.000824448 0.00166348 -3.55563e-05 6.32009e-06 -2.92123e-06 8.52522e-05 0.000173903 0.000482339 0.000930559 3.54971e-05 9.16201e-05 7.42778e-05
internal_weight=41.7011 10.4857 31.2154 31.2142 9.96635 9.45748 8.9479 1.01845 7.92945 1.05409 30.6999 16.6209 16.1027 14.088 2.01464 13.5517 14.079 8.06014 2.03802 1.02725 6.01886 13.0357 6.87536 6.02212 5.01535 2.00918 1.00898 12.5295 4.51098 5.87313
internal_count=4034 1149 2885 2703 588 568 239 77 162 47 2503 2182 1730 1606 124 1374 321 195 72 41 126 874 115 123 100 66 62 786 78 108
is_linear=0
shrinkage=0.1


Tree=962
num_leaves=31
num_cat=0
split_feature=3 20 7 21 21 5 17 21 22 15 18 7 5 10 7 22 17 23 5 7 13 17 14 4 6 8 13 6 23 15
split_gain=1.59413e-05 0.000154977 0.000129531 4.57337e-05 4.13512e-05 6.47765e-05 5.62811e-05 0.000153658 4.25421e-05 5.88977e-05 3.31494e-05 4.64743e-05 4.16552e-05 0.000103949 3.08363e-05 0.00010052 2.24096e-05 2.13379e-05 4.55464e-05 2.65869e-05 6.6671e-05 0.000273104 4.50354e-05 0.000107961 5.8339e-05 0.00299422 0.00143028 0.00204864 0.00189277 0.000549367
threshold=93.281431752200021 41.942745071500006 22.314221067900004 14.70115454445 15.974186315300003 24.346375512250003 191.58460912770002 14.169342482300001 -0.053159999999999992 42.841315546000011 13.276755824150003 23.109894804950002 20.603398083600002 62.020040611300011 23.445318439400001 -0.086139999999999994 189.72181505755 0.13041500000000003 18.553574773300003 23.974509389900003 117.06622083225001 183.19621122360005 285.93967426180006 262.75803037610007 16.495385412050002 8.4434108459500017 117.57971633515002 15.51536251395 0.091935000000000031 27.559212205100003
decision_type=2 2 2 2 2 2 2 2 2 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 -1 10 5 6 8 -8 16 -10 12 -12 -4 -14 15 -13 -2 19 -19 20 21 -16 23 -21 25 26 27 28 29 -24
right_child=1 -3 3 -5 -6 -7 7 -9 9 -11 11 14 13 -15 17 -17 -18 18 -20 22 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.033022573442923878 9.2992930663074892e-05 -0.0017896304864393473 -4.3767578581951639e-05 0.00097274958846953218 0.00085969225013137222 -0.0011621552863957114 0.0019084372698248723 -0.00054905232725663278 -0.0013968812250319731 9.9383180168969784e-05 -0.00094509865968369668 2.4522743686691392e-05 -0.00015520337765872897 0.0018704956923944649 0.00016732675835520394 0.0015896612330319197 -0.00034349727599777401 -0.00018626330076951136 0.00076569994821061398 2.7125905658501503e-05 -4.9238907287950842e-05 -0.0026568636247742408 0.07288785655614953 -0.0014514138893586105 -0.00010861771007089875 7.4582746981901151e-05 -0.070066888239594408 0.090370743448199897 -0.070102018043825681 0.0090592427573374483
leaf_weight=0.0011851951424678422 5.3692569246122197 0.51996032098090772 1.0013481668083906 0.51393689666890807 0.50854362558675426 0.51000664242784743 0.5159265250660352 0.50199197820256813 0.55270909470416263 0.5020313066925155 0.5174494282240677 2.0033517214746372 0.50266414356269684 0.51068144859164022 1.0030917601948723 0.51604464053746468 1.5061560300237031 1.0019828977465466 1.0083974425401718 15.065766396399873 5.5127370455447817 0.5198599767315103 0.0031256080467562076 0.51059382573757695 0.50115115821790823 0.50859325665602029 0.0010190674311161265 0.0072202053410137523 0.0019145480328529628 0.002371580448342403
leaf_count=182 99 561 14 200 20 329 68 9 37 10 105 51 6 42 33 111 16 52 21 891 49 95 441 195 27 67 28 42 134 99
internal_value=1.26704e-07 -0.000106545 3.59633e-05 3.72186e-05 -1.87381e-05 -6.59697e-05 -3.4912e-06 0.000696513 -9.33441e-05 -0.000684695 2.15569e-05 -5.98241e-06 0.000413654 0.00086566 1.12697e-05 0.000345108 -2.6264e-06 -2.15233e-05 0.000291237 -4.81238e-05 -0.000211037 -0.000796711 2.09177e-05 -2.13407e-05 0.000662847 0.00140033 0.0444816 0.0524596 0.0155281 0.0453511
internal_weight=41.7011 10.4866 31.2145 31.2133 9.96662 9.45808 8.94807 1.01792 7.93015 1.05474 30.6994 28.6847 2.01469 1.01335 28.1672 2.5194 6.87541 25.6478 2.01038 23.6374 7.03569 1.52295 16.6018 15.5764 1.0254 0.524244 0.015651 0.0146319 0.00741174 0.00549719
internal_count=4034 1149 2885 2703 588 568 239 77 162 47 2503 2441 62 48 2336 162 115 2174 73 2101 177 128 1924 1086 838 811 744 716 674 540
is_linear=0
shrinkage=0.1


Tree=963
num_leaves=31
num_cat=0
split_feature=9 4 9 23 8 19 0 5 3 23 0 9 5 23 17 2 20 2 16 22 15 5 18 17 19 6 16 5 6 16
split_gain=1.58351e-05 2.71519e-05 2.27244e-05 4.31096e-05 2.41988e-05 1.83165e-05 5.74479e-05 0.000104351 4.15237e-05 9.00506e-05 7.38679e-05 4.31507e-05 6.33742e-05 4.27812e-05 9.10916e-05 3.3404e-05 2.19192e-05 5.67675e-05 9.49669e-05 2.12451e-05 4.32701e-05 0.00370268 0.00200636 0.00147303 3.06366e-05 4.0132e-05 0.000101359 0.000203645 2.14011e-05 0.000147192
threshold=219.96883426190004 251.46582525270003 215.54845996915003 0.083950000000000011 8.8430989333000021 14.351157895250003 88.872360418250011 20.204934414350003 93.281431752200021 0.09914000000000002 86.054856297550018 195.94564826430005 20.872540794500004 0.099855000000000027 188.19076296340003 197.87172150825003 43.182896969600009 131.42729508740004 22.564947233300003 -0.095204999999999998 30.501457990950005 17.324237253850004 14.773181214800003 186.38090997870003 14.251149826300002 16.165377701450002 22.644947046300004 23.928204628200003 15.975373262050001 22.584947186600004
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 7 -7 9 11 13 12 -9 14 -10 -15 17 -13 -19 20 21 -1 23 -23 28 -26 27 -27 -21 -30
right_child=1 -3 3 -5 -6 6 -8 8 10 -11 -12 16 -14 15 -16 -17 -18 18 -20 24 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.00030894903759069004 -0.00091035275688111216 0.00012557885229955265 -0.00018125643593621806 0.0011235804629422929 -0.00068472052598034466 0.0015468685614968977 -0.00093392484204067876 -0.00015077928844103283 -0.00011723637852243975 0.00092843262365950347 -0.0012582525410086832 7.916792116156346e-05 0.0014308128586403375 2.4929360243234604e-06 0.0015171529147843829 -0.00068405315679694653 0.0002378058545609538 0.00013660150586250144 -0.0017998481726229109 -8.1406558909091249e-05 4.1024721557685345e-05 -0.015809103059773233 -0.074794901198560068 0.084216955943460625 1.4753599194478022e-05 -0.0027535566462801859 -6.4777402901692444e-05 7.9468851220708129e-05 0.0017630336880056618 -9.9830310563900441e-05
leaf_weight=0.50469347889215288 0.50421868268658931 0.50783369303108228 0.50142360283661236 0.51147101590199995 0.51250748988249384 0.50815313313796373 0.51582153000345066 0.50166813121177145 1.0030782403965828 1.5149314782320287 0.51798720690209155 2.0011647291539707 0.51184050695155747 2.4094817068751344 0.516654004272456 1.0039996115555707 1.5038219110429052 0.50240791771307136 0.51068438382026216 12.569741420435838 5.0100327666559981 0.0017497503747597046 0.0010744657608171152 0.0092835137955702418 2.0022657410261218 0.51483014094306179 1.5078985830979599 0.50030042431558908 0.5104374389257943 2.5091376156105003
leaf_count=714 41 227 41 93 117 37 79 5 34 40 43 10 85 62 122 21 12 19 53 1101 209 474 39 39 33 33 33 18 163 37
internal_value=1.91077e-07 -0.000390537 9.90971e-06 0.000477634 -2.03099e-06 6.90301e-06 0.000101078 0.000142127 8.50111e-05 0.000245332 -0.000122229 5.82523e-05 0.000647954 -2.94667e-06 0.000438397 -0.000199439 -7.40312e-05 -0.000229608 -0.000839533 -4.27592e-05 0.000130891 0.00100208 0.0556506 0.068354 -9.04726e-05 -0.000319536 -0.000584826 -0.00135732 -2.39798e-05 0.000215073
internal_weight=41.7006 1.01205 40.6885 1.01289 39.6756 39.1631 13.5217 13.0059 12.4977 7.04652 5.4512 5.53159 1.01351 4.93321 1.51973 3.41348 4.51808 3.01426 1.01309 25.6414 5.52683 0.516801 0.0121077 0.0110333 20.1146 4.52529 2.52303 1.01513 15.5893 3.01958
internal_count=4034 268 3766 134 3632 3515 622 543 506 224 282 184 90 239 156 83 94 82 72 2893 1475 1266 552 513 1418 117 84 51 1301 200
is_linear=0
shrinkage=0.1


Tree=964
num_leaves=31
num_cat=0
split_feature=15 7 19 3 7 9 13 17 8 13 23 21 18 16 21 22 21 3 22 15 22 6 6 23 15 6 6 18 23 0
split_gain=2.17614e-05 0.00010655 2.94407e-05 2.85172e-05 1.95286e-05 6.22416e-05 1.50641e-05 6.19185e-05 0.000139141 3.49953e-05 8.74006e-05 2.33487e-05 6.15884e-05 2.48152e-05 8.73457e-05 0.000336452 4.36332e-05 2.94694e-05 0.000104818 2.16504e-05 2.56241e-05 2.06855e-05 9.36958e-05 0.000123669 3.44946e-05 6.05399e-05 2.85431e-05 0.000104183 2.36761e-05 1.94755e-05
threshold=46.435439118750004 23.514778597300005 14.651182102100002 92.913112988300014 19.716522186550005 179.18874144770004 117.64961624655002 188.19076296340003 8.543332867800002 117.60660091645001 0.11768500000000003 14.894616075700002 13.091807150500001 22.624947093000003 12.315862460400002 -0.078504999999999991 7.3575695755500012 93.281431752200021 -0.097799999999999984 43.030193406950012 -0.018034999999999999 16.235379337050002 16.425383776450001 -0.11223 35.83914456115 16.605387982250004 14.980350013450002 13.512826932300003 0.12201500000000003 94.047642319350018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 -1 -6 9 19 -9 11 -11 13 -13 17 15 16 -15 21 -19 20 -8 26 23 -23 25 -24 29 28 -28 -7
right_child=1 3 -4 -5 5 6 7 8 -10 10 -12 12 -14 14 -16 -17 -18 18 -20 -21 -22 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0116096592735749 -0.0015537270637031697 0.00075482607271751723 0.00076664627873701617 -0.00030832243991985118 -0.019411516681243426 0.0004131797998606783 -0.0010358408145026078 0.0019931402369141142 9.1151015794882541e-05 -0.001076937646070968 0.00024017582656528496 0.0003203843937735061 -0.0012385483524766983 -0.00086090181014800539 -4.777469797473013e-05 0.0029253980048478279 0.00045380452409112502 0.00014986184279661236 -0.0016100746243730424 0.00015404520743794042 -4.7142085444991757e-05 -8.0149117322376594e-05 -0.0012980665383267138 0.0021239569002613162 0.00010547365042430503 0.00024762124293405537 0.00061071664329062885 -0.001616169390730276 -0.00035849035428717137 -3.7926794675533503e-05
leaf_weight=0.0014499561188320289 0.50738783611232996 0.50409612499936407 0.51345280490714529 0.50510726203072487 0.001651048456848935 1.0197398775872013 0.50489167312546523 0.51613889991313078 1.5095306549087331 1.0106057103977399 1.0046567921726817 0.50367332413133792 0.51005499322111325 0.50676531265204949 3.5015322040167405 0.51972366306261975 0.50301194819076045 1.005337230266093 0.51012581365323484 0.86063222250231763 0.5451842408198514 0.50055456722839153 0.5067437041298033 0.51800013379954435 6.0133428525550698 0.5068368778385377 0.50780437470120776 0.51713989636694169 0.50042623114859452 15.564595769887083
leaf_count=316 84 18 67 46 1183 98 42 46 42 38 9 26 84 32 24 87 9 39 88 13 15 6 42 61 104 38 48 101 6 1222
internal_value=2.41996e-07 -0.000371605 1.42761e-05 0.000222719 4.53812e-06 4.11393e-06 4.92206e-06 0.000190586 0.000575776 -1.55322e-05 -0.000420325 8.66335e-06 -0.000463989 2.33152e-05 0.000227609 0.000858053 -0.000205992 -1.38291e-05 -0.000442557 -0.000217779 -0.000522523 1.10119e-05 0.000144436 0.00104078 1.45107e-05 -0.000525152 -4.82635e-05 -0.000462222 0.000129659 -1.01891e-05
internal_weight=41.7002 1.51659 40.1836 1.0092 39.6701 39.6687 39.667 3.93638 2.02567 35.7307 2.01526 33.7154 1.01373 32.7017 5.03103 1.5295 1.00978 27.6706 1.51546 1.91071 1.05008 26.1552 8.04548 1.01855 7.02692 1.01358 18.1097 1.52537 1.00823 16.5843
internal_count=4034 148 3886 64 3819 3503 2320 158 88 2162 47 2115 110 2005 152 128 41 1853 127 70 57 1726 251 67 184 80 1475 155 54 1320
is_linear=0
shrinkage=0.1


Tree=965
num_leaves=31
num_cat=0
split_feature=4 21 23 12 9 19 7 20 23 16 7 9 9 17 20 21 12 15 12 21 22 5 22 19 8 23 18 0 16 0
split_gain=1.93012e-05 0.000271929 0.000655936 6.63382e-05 3.52715e-05 5.0013e-05 6.78928e-05 2.75991e-05 0.000129933 4.89972e-05 9.90874e-05 2.81806e-05 3.2445e-05 6.73981e-05 2.74069e-05 0.000111086 4.77428e-05 7.10983e-05 0.000116969 6.81596e-05 3.929e-05 3.39211e-05 8.00509e-05 2.98365e-05 5.59691e-05 2.22735e-05 0.000115643 3.95834e-05 3.57964e-05 7.09712e-05
threshold=244.52697497700004 1.0000000180025095e-35 0.10040500000000002 174.18091207835002 192.39832633775004 14.551174033150001 22.977992916200005 41.289992964000007 0.096515000000000031 22.604947139800004 23.445318439400001 203.72699028675004 210.33238511570002 202.32358236650001 41.218101594450012 4.1284891430000012 208.68539434980002 44.891409666300007 246.36519872610003 4.0847671134500008 -0.083954999999999988 22.387336278850004 -0.092710000000000001 14.351157895250003 8.3434888241000014 0.10249000000000003 13.471574737400003 85.963448721100022 22.654947022900004 86.103248543850015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 -3 6 -6 25 9 10 -9 -12 13 -13 16 -16 19 18 -18 -8 21 22 -17 -22 -25 27 28 -1 29 -27
right_child=1 4 -4 -5 5 -7 14 8 -10 -11 11 12 -14 -15 15 20 17 -19 -20 -21 23 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00088879753900067719 -0.010725908123141241 -0.00090612702492843069 0.076315005214351056 0.001181903128428901 -0.0012317891845501203 0.00090433755650199765 9.0176447335535989e-05 0.0014883362470787607 0.0017379374406157313 -0.00085486170566892266 -0.00068429753070448323 0.0014000090904584793 -0.00015186617620396305 -1.3824484926096062e-05 -0.0015850918308460535 -0.0002400559880505166 0.0021494910382405595 7.431059744375518e-06 2.8349258678870198e-06 -0.0012050181342301916 -0.00014330973692971567 -2.862894380071585e-06 0.0015385457335359166 5.3919302388290595e-06 -0.0014840948019602708 -0.00037837467392685888 -0.0016367405987919434 -7.3868904999903e-06 -0.00031413148547521379 0.0012985490265856863
leaf_weight=0.50952877242104655 0.0019587020971277283 0.5099970272322264 0.0015516698208755675 0.51331253651229047 0.50702332187178178 0.51902742729696427 2.0041469832397776 0.51207912754407736 0.51716193944220723 0.51082844034887376 0.50864710459564699 0.50826660603139506 2.0017987088350329 1.0016254279630628 0.51149639744070263 0.50321683493849767 0.51434293482673621 1.5061662910326274 0.50115255478482779 0.50962853623792748 4.5114481754063762 3.5038013305083311 0.50902221744126319 0.50088478263533154 0.50827041785075977 0.50112547449197176 0.5164551136679546 15.060026523229762 1.4076337986823544 0.50844946657707624
leaf_count=280 225 833 44 46 41 75 51 376 82 88 161 156 37 15 202 81 101 23 90 81 94 48 34 13 31 16 109 543 33 25
internal_value=2.32264e-07 -8.1275e-05 0.0277483 5.70196e-05 -8.69814e-05 -6.18296e-05 -9.29949e-05 3.30242e-05 0.000228385 7.35871e-05 0.000178228 1.13571e-05 0.000112118 0.000462106 -5.59433e-05 -0.000147571 0.000135997 0.000443433 0.0010901 -0.000172404 -7.43109e-05 0.000144446 0.000654345 -0.000253261 -0.000744802 -2.56837e-05 -0.000278441 2.19416e-05 1.17703e-05 0.00046617
internal_weight=41.7001 17.1231 0.00351037 24.5769 17.1196 16.6096 16.0906 24.0636 5.56041 5.04325 4.53242 4.02034 3.51169 1.50989 15.5836 10.5481 5.03544 2.52166 1.0155 2.51378 10.0366 4.51604 1.01224 5.5206 1.00916 18.5032 2.93366 15.5696 2.41721 1.00957
internal_count=4034 2067 269 1967 1798 965 890 1921 915 833 745 369 208 171 849 503 346 214 191 132 301 163 115 138 44 1006 183 823 74 41
is_linear=0
shrinkage=0.1


Tree=966
num_leaves=31
num_cat=0
split_feature=15 7 23 19 9 13 23 20 2 10 15 23 9 23 23 16 20 8 18 21 3 16 23 22 20 21 13 22 5 23
split_gain=2.03723e-05 7.97882e-05 3.22329e-05 2.35189e-05 2.19394e-05 1.989e-05 5.55877e-05 0.000195357 3.30217e-05 7.30655e-05 3.3086e-05 0.000126434 0.000230212 3.19392e-05 2.98753e-05 2.97334e-05 2.678e-05 2.49009e-05 0.000103063 0.00322051 0.00187263 0.00109717 0.000641902 0.000250543 0.000109432 2.37718e-05 6.21393e-05 2.38257e-05 7.02253e-05 7.64992e-05
threshold=46.435439118750004 23.514778597300005 0.092260000000000023 14.651182102100002 66.346857137250012 117.64961624655002 0.10249000000000003 41.50623664750001 171.97230602530001 61.998532946250002 38.098890576000009 0.09062000000000002 181.33671263215004 0.10828500000000003 0.11922500000000003 22.654947022900004 43.111435027700004 8.543332867800002 13.754580103150001 7.515317457250001 82.796445043450021 17.684958644900004 0.083155000000000021 -0.089094999999999994 39.110279783550006 7.6683431583000008 115.12515406205002 -0.095854999999999996 20.748863230450002 0.10507500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 8 7 -7 10 -10 14 -12 -13 -8 25 17 -17 18 -11 20 21 -20 -22 -24 -25 27 -27 -6 -29 -30
right_child=1 2 -4 -5 5 6 13 -9 9 15 11 12 -14 -15 -16 16 -18 -19 19 -21 22 -23 23 24 -26 26 -28 28 29 -31
leaf_value=0.013601113793818582 -0.0013816727582004265 -0.00041191796276097715 0.00071863943936324737 0.00068644947802698247 0.00019165760365018168 0.0022084646248069855 -0.00034752617618241752 -0.00055226119282485284 -0.0013621374624573441 -0.00015314126791499653 -6.8607591097036432e-06 -0.00027943738593252108 0.0027207826407938222 0.00031516191654314758 0.00073838164084731378 0.00089641959815188368 -0.00013531978510093946 8.2609736372323694e-05 -0.042778321716683915 -0.00039062886749813486 -0.0073119692645136989 0.064575433690217052 -0.046155881501971703 -0.067613049406786738 -0.098859711621182289 -0.0012934290597382575 -6.9694002074322932e-05 -2.6783267688674498e-06 -0.0017185278356152212 1.7845767539552141e-05
leaf_weight=0.0011868298558813653 0.50793987598655022 0.50278336852367267 0.50595595533616233 0.5131776337329147 5.0259477961236909 0.52133754316818171 1.4068981132841145 0.50422842150044023 0.5084947187672445 3.5062369747912121 3.5072462739722843 0.49962629184210505 0.52396682034009245 1.5055961598452541 0.51294319994399273 0.50489243143238105 0.50142602843698114 2.0108576046317879 0.0019798070142201122 0.50845905208032816 0.0012464626977775626 0.0018338186248456623 0.0014211977113191146 0.0014167621833394142 0.0053656885383630559 0.52286889699526762 2.0103518706822587 14.559076681211472 0.51492093796689598 0.50020965552200636
leaf_count=858 84 43 21 67 611 135 16 70 118 73 63 12 58 26 73 42 5 78 211 201 39 24 29 18 85 276 39 465 187 7
internal_value=2.28859e-07 -0.000359544 0.000155139 1.38081e-05 5.10675e-06 4.69998e-06 0.000217991 0.00085113 -1.88079e-05 -0.000204481 3.09668e-05 0.000278519 0.00125634 -4.95361e-06 -1.64663e-05 -0.000120925 0.000382327 -0.000204788 -0.000348264 -0.00165959 -0.0503045 0.00884377 -0.074174 -0.084333 -0.0923327 -3.32038e-05 -0.000322279 2.34405e-06 -5.87493e-05 -0.000862923
internal_weight=41.6999 1.51668 1.00874 40.1832 39.67 39.6688 3.93806 1.02557 35.7308 7.55363 28.1772 4.53084 1.02359 2.91249 23.6463 7.04514 1.00632 6.03882 4.02796 0.521723 0.0132637 0.00381363 0.00945011 0.00820365 0.00678245 23.1334 2.53322 20.6002 15.5742 1.01513
internal_count=4034 148 64 3886 3819 2961 247 205 2714 923 1791 133 70 42 1658 805 47 758 680 607 406 235 171 132 103 1585 315 1270 659 194
is_linear=0
shrinkage=0.1


Tree=967
num_leaves=31
num_cat=0
split_feature=8 8 2 20 23 18 4 20 23 14 23 19 17 15 14 13 8 22 21 3 9 22 7 22 22 22 0 6 20 23
split_gain=2.50853e-05 3.10841e-05 3.18953e-05 7.80791e-05 1.73085e-05 8.60768e-05 3.62784e-05 0.000117856 2.68653e-05 6.22871e-05 3.26755e-05 2.93479e-05 0.000277985 0.000252964 0.000629522 4.56645e-05 2.28633e-05 2.16342e-05 7.35098e-05 0.000214826 3.13007e-05 4.43992e-05 2.88487e-05 2.26924e-05 3.5985e-05 2.68522e-05 2.08724e-05 1.88627e-05 0.00012166 1.82475e-05
threshold=8.8430989333000021 8.7431769115000026 74.580378076100018 41.32819714970001 0.10507500000000002 14.030930991100002 244.52697497700004 40.984321400500008 0.096315000000000026 192.04981134545002 0.094725000000000018 14.651182102100002 168.59667799010003 19.571024256300003 240.28931515145004 117.62810858150002 8.4434108459500017 -0.046635000000000003 6.9016076392500008 93.663192806700025 207.69346988305003 -0.096529999999999991 25.115444054700003 -0.061874999999999999 -0.076709999999999987 -0.079634999999999997 86.692020874450009 14.275333540900002 36.893814626400008 0.093325000000000033
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 8 6 7 26 10 16 11 12 -1 14 -14 17 -10 20 27 -20 22 -22 23 24 25 29 -6 -19 -29 -15
right_child=-2 2 3 -5 5 -7 -8 -9 9 -11 -12 -13 13 15 -16 -17 -18 18 19 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.042882063639242088 -0.00068783125850435927 -8.8454636121012707e-05 0.0016489824848478795 0.00012868206767359001 -0.00070532008169647169 -0.0013947966776213369 -0.00016858585475458933 0.0016119839744662919 0.00050670591792357123 0.0012661155723909677 -0.00081186982942685511 0.00075234759899595364 0.08974017183183837 2.5020343475227028e-05 -0.011846294874409153 -0.00095030167607376844 -6.0574391142756706e-05 7.9912781351281612e-05 -0.0024174422179559993 9.9066897727239907e-05 3.071201019100692e-05 -0.0011147261149915902 0.00086439393212859618 0.00046107753947816755 -0.00077652569477260633 0.00079800022938996806 0.00020477628924101817 0.00032805552609402853 -0.0015644504948521634 0.0006411507793155027
leaf_weight=0.0015126515757079009 0.52332909558995666 1.0014041955164459 0.50844514191578571 1.0066034019347574 0.50359790074707855 0.51478739158734832 6.0163684520954988 0.51298775150917197 1.0083486136044295 0.53647417406271047 0.50484343196696357 0.50890149483466629 0.0010708382350669413 10.542899382230619 0.0014175135651490621 0.51171713215232628 2.4049719091517545 6.5091150166257092 0.51312345740842813 1.0009625795883486 1.0036908704406355 0.51052899356703463 0.50598669828822451 1.508033488901863 0.50515085811457616 0.50611889786958286 0.50439377774273453 1.0051195772732624 0.51308145429062157 0.50364418111347298
leaf_count=559 201 9 33 23 24 210 75 28 42 258 64 27 144 607 614 135 29 135 100 26 93 121 115 32 39 79 25 28 136 23
internal_value=1.54409e-07 8.89856e-06 0.000349448 0.00063889 -1.32691e-05 -0.000143723 -5.82773e-05 0.000378058 2.10513e-05 0.000264443 -1.50124e-05 3.70264e-07 -1.45531e-05 -1.20243e-05 0.0318705 -1.51185e-05 0.000107009 3.92633e-06 -0.000114666 -0.000753778 7.65259e-05 -0.00035548 0.000123012 9.536e-05 4.96209e-05 8.57449e-05 -0.000249913 5.88067e-06 -0.000311524 5.31115e-05
internal_weight=41.6986 41.1753 2.51645 1.51505 38.6588 8.05214 7.53735 1.52098 30.6067 3.94979 26.6569 26.1521 25.6432 25.6417 0.00248835 25.6392 3.41332 25.1275 9.5414 1.51409 15.5861 1.51422 14.0718 13.5658 12.0578 11.5527 1.00799 8.02732 1.5182 11.0465
internal_count=4034 3833 65 56 3768 362 152 77 3406 329 3077 3013 2986 2427 758 1669 71 1534 425 126 1109 214 895 780 748 709 49 299 164 630
is_linear=0
shrinkage=0.1


Tree=968
num_leaves=31
num_cat=0
split_feature=8 8 16 7 18 16 23 18 18 23 9 21 23 22 15 4 4 23 17 18 8 21 21 7 16 12 22 2 17 22
split_gain=2.03111e-05 2.51841e-05 2.81187e-05 1.66162e-05 0.000113316 5.04355e-05 1.77812e-05 0.000732512 0.000100859 6.49136e-05 5.08494e-05 3.20277e-05 0.00134153 0.00223882 0.00342214 0.00234991 0.00217724 0.00165644 0.00010108 5.40975e-05 2.4404e-05 3.34375e-05 2.42901e-05 3.43318e-05 1.82143e-05 3.05981e-05 9.95802e-05 2.88276e-05 3.4123e-05 1.82778e-05
threshold=8.8430989333000021 8.7431769115000026 22.614947116400003 22.721067571950005 12.971888692100002 22.664946999500003 0.10249000000000003 13.091807150500001 14.199468390000002 0.099465000000000012 200.95377551580003 2.2149533928000005 0.081765000000000018 -0.101395 39.296024648600003 218.36915329220002 286.25887787650009 0.096665000000000015 188.64489188380003 13.455547561900003 8.3434888241000014 7.2055597121000003 15.309137451250002 22.977992916200005 22.634947069650003 212.27786901720003 -0.083064999999999986 168.84984911130002 190.69924117675001 -0.088224999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 -5 10 11 20 12 -9 15 16 18 17 19 -14 -15 -8 -22 23 -13 25 27 29 -25 -29 -27
right_child=-2 2 -4 5 -6 -7 8 9 -10 -11 -12 22 13 14 -16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-1.4486344653123183e-05 -0.00061877361736428684 0.00072249553977979646 4.0592743310926597e-05 0.059764535349822512 0.0015537579163946854 -0.0010161037311365493 -4.9647932640327618e-05 0.00029215755990581694 -0.0014955725002504157 0.0011328498444553691 0.00046429648722143843 0.00083919088295747457 0.098046807211756487 -0.080798200999269709 0.035254362004601199 -0.065574644244540639 0.054133207205899959 -0.001815320340351077 0.06372549609527775 -0.10009776505688661 -5.9484597262979452e-05 -0.00087441565961951138 -0.00067427105902548388 -1.5289358332432627e-06 0.00042382649178269972 -0.00021830522089607161 -0.0015823987648613995 -3.9983495699435892e-05 0.0011217377828273275 0.00051990481541709741
leaf_weight=3.9121958999559183 0.5235565111997279 1.0109267926101133 1.5049340147954238 0.0020521546480364297 0.52225412920050374 0.51661207051949887 4.5074906999868247 0.51138008423854175 0.5193958982209147 0.51074587485851708 1.514282431704032 0.50743813164816742 0.0017516985026375621 0.0017653383547440735 0.0044527561970539855 0.0015975721990832276 0.0013624879653813373 0.002258201566576191 0.0016821044827821652 0.0081928088902573984 1.0035282400667713 1.0104584597956998 0.50662839663999903 19.050451177175194 1.0058705225434312 1.0052584889354204 0.51508243538565079 0.50097641616946564 0.51046694154478955 0.50333904173182387
leaf_count=557 201 29 36 13 455 83 43 275 234 86 33 47 17 4 32 70 91 9 30 100 15 26 126 725 20 289 217 38 93 40
internal_value=1.56428e-07 8.0264e-06 0.000314596 -1.19246e-05 0.000170209 -3.55236e-05 -2.04951e-05 2.1863e-05 -0.000145031 1.69884e-05 -5.77378e-05 -6.1416e-06 -0.000771827 -0.0243638 -0.0408218 0.034619 -0.0657686 -0.0791413 0.081234 -0.0966764 -0.000178954 -0.000468352 1.08344e-05 2.55425e-05 7.66242e-06 -1.12915e-05 -0.000381894 2.60919e-05 0.000546327 2.79963e-05
internal_weight=41.6984 41.1748 2.51586 38.659 4.43445 34.2245 33.7079 25.1528 8.55516 25.1507 8.03576 24.64 0.534443 0.023063 0.0180316 0.00503138 0.0135788 0.0122163 0.0034338 0.00995815 6.52148 2.01399 24.1055 23.5989 23.0914 22.0856 2.02368 20.0619 1.01144 1.5086
internal_count=4034 3833 65 3768 1012 2756 2673 2322 351 2309 117 2223 628 353 236 117 204 113 47 104 84 41 1595 1469 1422 1402 546 856 131 329
is_linear=0
shrinkage=0.1


Tree=969
num_leaves=31
num_cat=0
split_feature=15 21 19 23 0 2 22 15 17 21 2 23 18 16 7 22 19 0 0 0 8 22 7 10 12 21 16 18 7 17
split_gain=1.78515e-05 9.28e-05 2.35986e-05 5.90219e-05 0.000139182 7.66873e-05 4.15499e-05 6.1809e-05 0.000208149 8.28579e-05 0.000142965 4.9334e-05 2.9879e-05 0.000113933 2.57647e-05 2.53755e-05 2.4819e-05 0.00346572 0.000283128 0.000189531 2.78225e-05 2.1041e-05 4.47897e-05 9.89658e-05 4.37424e-05 3.39575e-05 3.43724e-05 4.21522e-05 2.9153e-05 4.25695e-05
threshold=46.435439118750004 15.285239689500001 14.351157895250003 0.13041500000000003 88.872360418250011 93.57193670880001 -0.086719999999999992 37.870720399650004 192.94032447935004 4.797392351550001 180.77806029485001 0.081765000000000018 13.431026577400003 22.494947397000004 23.626037400350004 -0.095204999999999998 13.151061067750001 97.674372337300014 95.117648655250022 96.163458868000006 8.6432548896500023 0.048475000000000011 24.876210878000006 81.011308844800013 92.218642671200016 6.7094573673000006 20.404952284350003 15.289002683150001 24.710307675200003 185.24175881545003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 15 4 5 -4 12 11 9 -9 -11 -8 -7 -14 -13 16 17 18 -1 -20 -18 22 28 -24 -23 26 27 -26 29 -17
right_child=1 -3 3 -5 -6 6 7 8 -10 10 -12 14 13 -15 -16 21 20 -19 19 -21 -22 24 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.029386395549464581 -0.0014314297834826409 0.00022215157410774121 0.0013087926459903754 0.00071244559709044688 -0.0015554523002302182 -2.2878150608669748e-05 0.00076908837701430857 -0.00032754228485498715 0.0023640353110135639 0.0020352552340919421 -0.00033729965489164037 -0.0006961858095374915 0.00042879386180863554 -0.0016945342779549932 2.0677141589608424e-05 9.3540372450105651e-06 1.1485344070379268e-05 -0.00028898133263302665 0.087239268636501915 0.053831341136901883 0.00078628104065421546 0.00093849037722350368 -0.0017705748918238106 0.00019894025995546697 -0.00090207690650960255 -0.00081173557413171608 0.00082993324224021078 5.209903926979437e-05 0.00040137270662653711 -0.00037750932722461258
leaf_weight=0.0019662233685173386 0.51263712669585615 1.0042380519656502 0.52021535312023282 1.5123342992696951 0.51707427410201567 3.504643407959084 0.5034562614018826 1.4103607574170105 0.52526345237174954 0.51140117447601141 0.50456162684758965 1.0037442877464857 0.50204426434356697 0.50882731178877805 1.0017137325028214 6.5139869638376569 5.5132811825895889 0.5031929131893792 0.0038270774550768077 0.0030527416281620956 0.5060076164611188 0.50759859964749399 0.5195291901551542 0.50132736118209453 0.50548385702010445 0.50621887277188271 0.5061487266611947 5.5063027423379651 1.0072031532732655 5.0490202253304561
leaf_count=365 129 19 130 39 96 48 57 33 87 33 13 17 10 52 31 198 487 652 17 39 58 56 297 262 127 229 24 192 32 205
internal_value=7.01625e-08 -0.000336686 1.27835e-05 0.000126656 4.62161e-05 0.000125119 6.33943e-05 0.00024898 0.000559168 0.00016844 0.000856964 -0.000115938 -0.00016103 -0.000639994 -0.000338117 -3.87939e-05 0.000133473 0.000801836 0.0628513 0.0724154 7.6618e-05 -9.20601e-05 -0.000166358 -0.000803376 4.20112e-05 -2.27726e-05 3.85026e-05 -2.81301e-05 -0.000114625 -0.000159571
internal_weight=41.6967 1.51688 40.1798 12.5256 11.0133 10.4962 9.97602 5.4605 2.95159 2.42632 1.01596 2.50891 4.51551 1.01087 2.00546 27.6541 6.53133 0.512039 0.00884604 0.00687982 6.01929 21.1228 13.5911 1.02086 7.53175 7.02415 6.51794 6.01179 12.5702 11.563
internal_count=4034 148 3886 646 607 511 381 271 166 79 46 105 110 62 48 3240 1618 1073 421 56 545 1622 994 559 628 572 343 319 435 403
is_linear=0
shrinkage=0.1


Tree=970
num_leaves=31
num_cat=0
split_feature=8 22 22 14 3 6 20 5 7 4 23 8 7 20 6 16 20 19 10 4 21 15 12 15 22 16 21 12 20 12
split_gain=2.13069e-05 2.62015e-05 3.32559e-05 8.30223e-05 1.9129e-05 8.47845e-05 7.38164e-05 0.00116514 0.0015652 1.40472e-05 5.10583e-05 0.000113422 3.35329e-05 7.95803e-05 4.67283e-05 7.32724e-05 0.000108259 4.42282e-05 0.000162912 1.94682e-05 1.8741e-05 3.54931e-05 1.86485e-05 1.70452e-05 3.9747e-05 6.85962e-05 1.50039e-05 4.80912e-05 3.69442e-05 3.10171e-05
threshold=8.8430989333000021 0.26941000000000009 0.12427500000000002 194.20226397200003 81.715684874950014 11.260263094250002 34.654301448200009 16.351273197450002 25.335171910400003 244.52697497700004 0.10661000000000002 8.1436447804000007 23.109894804950002 41.385032804600009 16.515385879350003 22.544947280100004 42.899217095850013 14.451165964200003 62.132955852800002 235.48598737865004 14.70115454445 44.891409666300007 178.48484864030004 38.884669609800007 -0.088224999999999984 22.514947350300002 4.5829628528000006 147.88310320375004 39.685256516350002 128.52556993515003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -6 8 -8 10 19 -12 13 -11 17 -16 -17 20 -19 26 21 23 -21 -14 -25 -26 27 29 -28 -9
right_child=-2 -3 3 -5 6 -7 7 9 -10 12 11 -13 14 -15 15 16 -18 18 -20 22 -22 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=-2.0801125557036027e-05 -0.00063384926573675749 -0.00070660464981967539 -4.1468506171138183e-05 0.0015069257668687366 0.023813593690839067 -0.0014128706115340969 -0.05059769382305989 -9.9992566418537711e-05 0.073448249229858126 -0.0015146618324834141 -0.0003168742011179105 0.0017932781997944836 -0.00011972655817205899 -7.3136088886607058e-05 0.00016109237257116784 -0.0020712205973037255 -9.8534495250240396e-07 0.0019598652533954581 -0.00056425762657772523 0.00088798512785821261 0.00034013255512371164 -0.00085207918950318923 2.9108496422381734e-05 -3.9899124363728102e-05 -0.00012947475613735678 0.0015166381446973728 0.00092259637457359352 -0.0010298370912395706 4.7549393747855692e-05 0.0004915113902047841
leaf_weight=3.004157957069018 0.52349020384946143 0.50653489957152587 1.0509196670528351 0.51645933432294033 0.0013039224226848436 0.51209698364285605 0.0013198034367122293 7.3815482674713921 0.0044364541916497302 0.51350346212183495 0.50066868820698462 0.51853870034635463 4.5090055563163407 1.5065016396805009 1.0014357621694223 0.51001232840299893 0.5004593727971951 0.51444009944553915 0.50840069463629334 0.50477701001312059 1.5067498840382416 0.50911711957333494 0.5064374087556871 2.5021817307206224 0.50080847785778793 0.51192028671368917 0.509679349027503 0.50920251922349535 9.0428491255666739 1.0075161173995795
leaf_count=921 201 152 48 161 132 339 132 299 22 61 22 56 181 249 8 48 5 70 45 25 26 57 22 31 21 43 70 38 435 114
internal_value=1.11082e-07 8.17151e-06 1.70747e-05 0.000468735 -1.03123e-06 -0.000223538 2.09566e-05 2.00847e-05 0.0450068 1.28058e-05 6.67505e-05 0.000756701 -6.03899e-05 -0.000439585 -1.80453e-06 -0.000445109 -0.00104589 7.88171e-05 0.000705256 3.06184e-05 1.49963e-05 -4.24157e-05 0.000457842 8.95737e-06 0.000174036 0.000702612 7.20405e-06 -8.62291e-05 9.42379e-05 -2.89537e-05
internal_weight=41.6965 41.173 40.6664 1.56738 39.0991 3.51625 35.5828 35.5815 0.00575626 35.5758 20.4812 1.01921 15.0945 2.02001 13.0745 2.01191 1.01047 11.0626 1.02284 19.462 10.0398 8.53303 1.01121 8.02392 3.51491 1.01273 18.4508 8.89827 9.55253 8.38906
internal_count=4034 3833 3681 209 3472 1260 2212 2080 154 1926 1081 78 845 310 535 61 53 474 115 1003 359 333 47 276 95 64 956 451 505 413
is_linear=0
shrinkage=0.1


Tree=971
num_leaves=31
num_cat=0
split_feature=15 21 19 10 18 3 13 18 2 10 18 23 20 16 21 22 2 3 13 18 21 13 14 12 16 20 2 6 3 3
split_gain=2.39554e-05 9.17922e-05 3.05866e-05 5.38551e-05 0.000145441 0.000119445 2.14898e-05 8.60916e-05 0.000905043 4.39397e-05 0.000144047 4.06855e-05 0.000191823 2.8833e-05 7.79919e-05 0.000324197 4.40157e-05 2.89972e-05 0.000105295 1.9576e-05 8.70877e-05 3.95483e-05 0.000102314 3.59009e-05 2.90603e-05 5.25052e-05 9.33487e-05 2.85749e-05 8.08195e-05 4.42943e-05
threshold=46.435439118750004 15.285239689500001 14.651182102100002 60.613977009100005 11.862896247150001 76.172084209950015 117.64961624655002 12.885811969150001 79.265746973750012 61.987779113750001 13.077716774800001 0.10301500000000002 41.50623664750001 22.624947093000003 12.315862460400002 -0.078504999999999991 169.97615743665003 93.281431752200021 117.56358558635002 13.893471991850001 8.8898213993500015 117.06622083225001 160.86431312405003 201.09959674440003 22.584947186600004 41.898943182100005 195.37902863565003 16.235379337050002 84.812788641250009 92.249063830050019
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 10 -9 12 -8 17 15 16 -15 19 -19 21 23 22 -11 27 25 -23 -27 28 -21 -29
right_child=1 -3 -4 5 -6 6 11 9 -10 13 -12 -13 -14 14 -16 -17 -18 18 -20 20 -22 24 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.009132295380563836 -0.0014790468328751368 0.00016584781969723801 0.00078169075265236863 -0.028558259571685847 -0.041004621392949733 0.038249547150540186 0.0021180967598926565 2.3269431576007716e-05 -0.089493282328903884 -0.00032044710450028187 -0.0019196409113688849 3.803367364663715e-05 -0.00061999698519339664 -0.0008772327181163777 -1.2368060445035507e-05 0.0028576021235911797 0.00044329260162301738 -0.0016183973059314583 0.00014059378104956216 5.4080031876727792e-06 -0.0013473922184295325 3.531225542456235e-05 0.0016804012599970716 -0.00085537150691647815 -0.00016344607905359601 0.001796437878107762 -0.00012657745683763118 0.0011639807314094922 -0.0012583726389986684 -0.00015894626309839927
leaf_weight=0.0011900765857890397 0.51243824412260508 1.0038562109135893 0.51349903328549018 0.00146389979609196 0.0011260593502727956 0.0012240861286425602 0.52002628437548926 1.5029916520946645 0.0010140985806906741 0.50424987350104133 0.51144094046929112 2.9128418764139496 0.50367891361133843 0.50501859724678844 4.0094696778794798 0.51924983886634279 0.50463911016049678 0.51460015017780136 1.0048309241909121 14.042902468901051 0.51917215305978714 4.0032172010592131 0.51821734860481017 0.51209452666901079 4.0046230074476625 0.50872668306328683 0.50105604671261972 0.51140448183412057 0.52494161916801552 0.50106354482704774
leaf_count=200 129 19 67 925 206 33 49 24 140 26 91 33 32 29 45 85 16 119 41 467 397 31 172 280 29 72 7 40 227 3
internal_value=1.29277e-07 -0.000390051 1.48537e-05 4.92672e-06 -0.0152433 5.81712e-06 6.87139e-06 -1.75623e-05 -0.0196294 -1.63336e-05 -0.000470013 0.00022862 0.000770912 1.07776e-05 0.000219361 0.000827057 -0.000217218 -3.02294e-05 -0.00045514 -6.00492e-06 -7.2634e-05 0.000104235 0.000693643 -3.15078e-05 3.74041e-05 0.000197853 0.000842234 -4.42901e-06 -4.01314e-05 0.000509273
internal_weight=41.6963 1.51629 40.18 39.6665 0.00231614 39.6642 39.6627 35.7261 0.00223818 35.7239 2.01443 3.93655 1.02371 33.7095 5.53838 1.52891 1.00966 28.1711 1.51943 26.6517 16.6116 10.0401 1.02247 16.0924 9.01762 5.013 1.00978 15.5803 14.5678 1.01247
internal_count=4034 148 3886 3819 406 3413 2488 2374 173 2201 115 114 81 2086 175 130 45 1911 160 1751 1414 337 198 1017 139 110 79 737 694 43
is_linear=0
shrinkage=0.1


Tree=972
num_leaves=31
num_cat=0
split_feature=8 8 2 20 22 4 9 4 9 19 7 23 15 18 21 14 9 16 17 9 16 9 14 21 23 21 23 8 2 10
split_gain=3.09337e-05 2.55081e-05 3.0193e-05 8.81216e-05 2.00693e-05 4.25593e-05 3.45019e-05 1.58274e-05 4.08916e-05 9.19128e-05 6.08243e-05 3.58889e-05 3.76211e-05 0.000213067 3.90938e-05 0.000138784 3.14754e-05 4.90797e-05 3.15211e-05 2.91177e-05 6.48425e-05 3.69097e-05 6.09924e-05 2.64483e-05 4.87143e-05 1.85458e-05 6.73834e-05 2.35313e-05 1.82453e-05 1.70504e-05
threshold=8.8430989333000021 8.7431769115000026 74.580378076100018 41.32819714970001 0.26941000000000009 142.34057910165004 66.346857137250012 244.52697497700004 192.39832633775004 14.551174033150001 22.996658327800002 0.13041500000000003 37.870720399650004 12.993189857450002 8.9626214023500008 224.77131425235004 187.45330412110005 22.624947093000003 186.26099832155003 201.09804420775001 22.614947116400003 199.68228938305 258.81059110610005 2.0008954101500005 0.080395000000000022 2.6684450811500002 0.094725000000000018 8.543332867800002 171.03679643640001 61.950140699950005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 -7 11 -9 10 -10 12 14 -14 16 -16 18 23 -8 21 25 28 -23 24 -18 27 -27 -21 -12 -30
right_child=-2 2 3 -5 -6 6 7 8 9 -11 19 -13 13 -15 15 -17 17 -19 -20 20 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.017948894551532282 -0.00076416212192388601 -0.00010770995957211897 0.0016729314094969016 5.7755856829977891e-05 -0.00063542377483561947 0.018114113923957051 7.0109471923429553e-06 -0.00096168732289704018 -0.0011739481817219083 0.001264832165107009 -0.00040930086186867867 0.00088025458365587723 -8.7800134928295079e-05 0.0021901024935761042 -0.001829292924877481 0.00018591976966016285 0.00022389530035755057 -0.00097432482474449811 0.0011255339894866974 0.00074286143174311678 -0.0012998514498582258 -0.00015115596887928993 0.0014036121815422036 5.6249288394691154e-05 -0.0011583656817688219 -7.3769746524966361e-05 -0.0012982061841705053 -0.00022369103986339675 0.00042623145193625519 -2.4465398521216712e-05
leaf_weight=0.0013207179456874432 0.52292740210951549 1.0012791790932181 0.50851074246986616 1.0061183776864249 0.50675861300709257 0.0010511720718885389 0.50117081536795482 0.50941495688946226 0.5062539204843074 0.51300819874694781 1.0048343530962451 0.50951460228100032 1.9083558348556828 0.52320524660430567 0.51875410877712869 1.0015033050167057 0.50830692525846688 0.50765044227864464 0.50665085333053073 0.50794477590731346 0.5128310503886836 0.500994375680335 0.50832132704390176 15.546643173071836 0.51155399717028893 4.0139567854822387 0.5061197734297983 0.49964838624129726 1.0082084777907141 5.013103088624133
leaf_count=27 201 9 33 23 152 776 380 313 24 55 21 35 47 95 170 32 39 20 58 232 74 10 33 542 128 260 98 11 23 113
internal_value=1.21632e-07 9.8286e-06 0.00031836 0.000600023 -1.02515e-05 -1.94719e-06 -2.56864e-06 -3.06785e-06 -8.04875e-05 -5.07499e-05 -9.70326e-05 5.05226e-05 3.13357e-05 0.000402342 -1.46858e-05 -0.000501727 2.62625e-05 -5.79167e-06 0.000569313 -5.83004e-05 -0.000224186 6.64008e-05 0.000631871 2.38873e-05 -0.000469436 -0.000124391 -0.000210872 0.000263564 -1.48299e-05 5.09993e-05
internal_weight=41.6959 41.173 2.51591 1.51463 38.6571 38.1503 38.149 38.1479 15.6046 15.0952 14.5822 22.5433 22.0338 2.43156 19.6022 1.52026 18.082 17.0742 1.00782 14.076 6.0405 8.03546 1.00932 16.5665 1.01986 5.52767 4.52008 1.00759 7.02615 6.02131
internal_count=4034 3833 65 56 3768 3616 3589 2813 1267 954 899 1546 1511 142 1369 202 1167 729 438 875 675 200 43 709 167 601 358 243 157 136
is_linear=0
shrinkage=0.1


Tree=973
num_leaves=31
num_cat=0
split_feature=8 15 21 19 22 2 2 18 20 22 23 23 9 3 20 12 7 5 0 20 16 21 16 15 6 23 20 21 9 20
split_gain=2.50433e-05 2.51349e-05 8.86689e-05 3.14473e-05 4.62295e-05 0.000219836 6.30546e-05 4.55069e-05 0.000359491 4.47607e-05 4.17221e-05 5.8742e-05 3.57502e-05 9.00516e-05 3.95941e-05 2.41416e-05 3.12256e-05 4.29533e-05 7.63811e-05 3.59963e-05 1.41793e-05 3.75966e-05 3.46065e-05 5.97669e-05 2.84547e-05 2.31013e-05 4.90368e-05 2.69848e-05 1.53399e-05 2.87654e-05
threshold=8.8430989333000021 46.435439118750004 15.285239689500001 14.351157895250003 -0.012794999999999999 210.62522394830003 93.57193670880001 12.885811969150001 43.572676689450006 -0.10423499999999999 0.086355000000000029 0.087245000000000031 192.31210988165003 95.346167596350014 40.206947806850003 140.52911877810001 23.109894804950002 21.991679690250006 86.479632682150012 42.536568606950006 22.594947163200004 10.831557286200001 22.634947069650003 36.207782793200003 16.465384711100004 0.10791500000000002 38.179089776100007 8.9626214023500008 203.06170522940002 36.893814626400008
decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 -5 8 -1 10 -8 -12 13 -11 -14 -16 -17 19 -19 -18 21 25 23 -22 -24 27 -27 28 29 -9
right_child=-2 2 -4 4 5 -7 9 20 -10 12 11 -13 14 -15 15 16 17 18 -20 -21 22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.044560675146959342 -0.00068738742180868696 -0.0014619075430220086 0.00015540192458318849 0.0011611039450537312 0.0022388244304456517 -0.00022568062054062981 6.2295682204958349e-05 0.00045414961900010193 0.027159726868311303 0.0016465369247835203 -7.8260148619439251e-05 -0.0016041838208157668 0.00089284532644544681 -2.8577160060876822e-05 0.00063629361108378613 -0.00047621084273331198 7.5524011942695751e-05 -2.3219182765160918e-05 0.001479225419146123 -0.00065817505302216966 3.9385303829284502e-05 0.00084486080580892632 0.00034252981782233682 -0.0010506606406221113 -0.00020709056055133934 1.1130499098140375e-05 -0.0011957804842720578 -0.00070957448916926708 0.0001303865702384347 -0.00010848899261902312
leaf_weight=0.0015739267754930055 0.52318006316645593 0.51186079627770098 1.0037193609358395 0.51639529051180844 0.56597357164067474 1.0040069690367088 1.0022337493581237 1.0102547605765657 0.0012570619413116435 0.5124835271511754 0.49973822385072686 0.5094763776464788 0.50464080795791222 0.8585774188832147 0.50693304662217986 1.5083418461178082 2.0024541033303653 1.0028424345636322 0.51067297952249635 1.0039333736292517 1.0002637058496466 0.51823006225287116 1.5084436323140833 1.0118178017693786 2.5082011789599363 1.0025017339687183 0.50684529695280889 0.50424703777248225 8.5370316431078273 9.037660181149592
leaf_count=268 201 114 17 104 53 25 25 304 195 47 2 50 17 6 66 24 31 22 40 29 4 539 42 39 35 69 56 156 672 782
internal_value=1.21192e-07 8.85736e-06 -0.000390816 2.41318e-05 0.000155321 0.000662767 8.24893e-05 -3.6314e-05 -0.0127142 2.90472e-05 -0.000394725 -0.000848584 0.000130392 0.000597557 3.94073e-05 -2.64944e-05 -8.22302e-05 4.92455e-05 0.000483718 -0.000169483 -3.49918e-05 3.62501e-06 -0.000170255 -0.000508767 -6.8163e-07 -1.75393e-05 -0.000394155 1.22391e-05 3.18233e-05 -5.19192e-05
internal_weight=41.6958 41.1726 1.51558 39.657 12.5087 1.56998 10.9387 27.1483 0.00283099 10.4223 2.01145 1.00921 8.41088 1.37106 7.03982 6.53518 6.02824 4.5199 1.51352 3.00639 27.1455 21.1168 6.02873 2.01208 4.01664 20.5985 1.50935 19.0892 18.5849 10.0479
internal_count=4034 3833 131 3702 541 78 463 3161 463 359 77 52 282 53 229 212 146 122 62 60 2698 2578 120 43 77 2039 125 1914 1758 1086
is_linear=0
shrinkage=0.1


Tree=974
num_leaves=31
num_cat=0
split_feature=8 8 16 0 6 10 20 19 7 18 16 20 8 23 21 20 14 7 20 9 9 20 18 17 16 9 9 9 17 6
split_gain=2.02762e-05 2.26753e-05 3.12772e-05 1.71384e-05 0.000105045 4.39157e-05 2.52331e-05 4.25414e-05 1.57982e-05 7.11157e-05 3.98161e-05 2.81978e-05 6.02979e-05 2.43058e-05 4.49144e-05 3.70481e-05 3.45531e-05 2.09946e-05 2.08043e-05 2.37415e-05 3.92229e-05 3.65911e-05 4.76894e-05 9.7339e-05 0.000137327 5.57827e-05 8.43649e-05 4.85557e-05 5.51477e-05 4.09856e-05
threshold=8.8430989333000021 8.7431769115000026 22.614947116400003 97.878695155250014 11.805275828400001 75.408562100950022 36.620308449100001 13.751109481500002 22.721067571950005 12.971888692100002 22.664946999500003 38.748048509250005 8.3434888241000014 0.081765000000000018 4.1284891430000012 40.636252116050009 170.27070910270004 23.271765593750004 39.685256516350002 207.69346988305003 221.38017838285003 40.984321400500008 13.3584252364 187.77231677760003 22.654947022900004 204.89606367675003 200.52256857420005 195.10791980860003 192.00947391610003 16.485385178400005
decision_type=2 2 2 2 2 2 2 2 2 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 7 -1 9 -8 11 12 -10 14 -13 -16 -15 -17 -18 21 -21 -20 23 -23 -25 26 27 28 -24 -27
right_child=-2 2 -4 4 -6 -7 8 -9 10 -11 -12 13 -14 16 15 17 18 -19 19 20 -22 22 25 24 -26 29 -28 -29 -30 -31
leaf_value=-0.00015849122219841109 -0.00061836868427025699 0.00072906886701050932 9.8625047000039486e-06 -2.8696127403405054e-05 -0.0015364981121732207 0.00093807611656744703 6.8430020867889745e-06 0.0011372117216052267 -0.0013025290364158842 0.0012620061083546345 -0.00091065862352160713 0.0010831778421056427 0.00023315371978924299 -0.00086888564308861731 0.00062734459456572885 -0.00044706645648300269 0.00041162305326294794 9.4103872636458431e-05 -0.00019318020160132495 -0.001150292364789291 -7.1690950466817745e-05 -0.00016787413391407605 5.223754157239474e-05 0.0023573690452185262 3.6979287079408158e-05 0.00086491088100146708 -0.0013963230872599012 7.4447599615258162e-05 -0.0014262083580034079 8.3920518584801684e-05
leaf_weight=0.50482447405069197 0.52340741008698088 1.0109554844236393 1.504609821729417 4.5071731112231159 0.51482692251983841 0.50738171479579008 3.4120406084700372 0.50877869635053941 0.51498881931772433 0.52022864939479729 0.51688074161275821 0.5094132540999422 0.5077873637399648 0.50459626013731096 1.0069176857924445 1.004295384294789 1.0086692247451789 2.5047990375318463 7.5138221492376873 0.50859983177396628 1.0001031386328163 1.0033928090108912 0.50064272984712455 0.51996122580246484 0.50062352338500204 1.0114850374288127 0.52157646953310166 4.5122494611384596 0.50861808101483352 2.0017947734099835
leaf_count=179 201 29 36 1195 260 140 428 89 87 317 80 104 35 71 23 29 58 66 89 97 16 18 24 46 8 43 125 62 60 19
internal_value=1.18051e-07 7.98068e-06 0.000298897 -1.09507e-05 -0.000183267 1.47781e-05 6.36696e-07 0.000491888 -1.48687e-05 0.000172898 -4.10687e-05 -2.48213e-05 -0.000540094 -5.03987e-06 0.000193057 9.26501e-05 -5.10944e-05 -6.07779e-05 -3.1548e-05 -5.37843e-05 -0.000435299 -2.28288e-05 9.26902e-05 0.000531532 0.00121916 -5.38517e-06 -0.000180637 -6.58003e-05 -0.000692827 0.00034608
internal_weight=41.6954 41.172 2.51557 38.6565 5.022 33.6345 33.1271 1.0136 32.1135 3.93227 28.1812 27.6643 1.02278 26.6416 5.02543 4.51601 21.6161 3.50909 21.1115 20.1029 1.5087 18.5942 11.0803 2.02398 1.02058 9.05637 6.04309 5.52151 1.00926 3.01328
internal_count=4034 3833 65 3768 1455 2313 2173 268 1905 745 1160 1080 122 958 222 118 736 95 665 607 113 494 405 72 54 333 271 146 84 62
is_linear=0
shrinkage=0.1


Tree=975
num_leaves=31
num_cat=0
split_feature=15 21 19 22 8 8 2 9 16 6 21 21 6 16 6 3 23 2 6 20 5 9 17 15 23 8 16 13 6 2
split_gain=2.13938e-05 8.09736e-05 3.58379e-05 1.71919e-05 1.63616e-05 2.34504e-05 3.32542e-05 1.59775e-05 6.65145e-05 1.58762e-05 8.25711e-05 5.69205e-05 4.81193e-05 4.22031e-05 2.54516e-05 7.61125e-05 3.30016e-05 4.65845e-05 2.56117e-05 6.01391e-05 4.40868e-05 2.44561e-05 7.41786e-05 3.22534e-05 3.67658e-05 3.05534e-05 1.32458e-05 8.97417e-05 5.15227e-05 2.04613e-05
threshold=46.435439118750004 15.285239689500001 14.651182102100002 -0.60611000000000004 8.8430989333000021 8.7431769115000026 74.580378076100018 210.65484416470002 18.634956423400002 16.455384477450004 14.824703203750003 14.70115454445 16.485385178400005 22.654947022900004 16.405383309150004 93.216908757050007 0.09450500000000002 114.12323913765002 16.235379337050002 41.32819714970001 20.769304081650002 190.49354742400001 184.67080164680002 40.800303470200006 0.092835000000000015 8.543332867800002 18.924955745200005 113.89115178020002 14.385336111050002 150.25049527555004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 7 -7 9 -9 11 12 13 -11 14 15 18 17 -16 20 -20 26 22 -14 24 -23 -25 28 -28 29 -5
right_child=1 -3 -4 4 -6 6 -8 8 -10 10 -12 -13 21 -15 16 -17 -18 -19 19 -21 -22 23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.013079324181680363 -0.0013910628422120009 0.00015363860266924439 0.00084391984992143515 4.1485352199057245e-05 -0.00055435414740508246 -0.00014067861437412358 0.00060226930494132762 -0.0012597534791798765 -4.1654359244117694e-05 -0.00097421934582251799 -0.0013233188752448356 0.0011095099881286328 1.2781228270063362e-05 0.00093477930158058955 0.00092548679176097037 -0.0012418210934485514 0.00074444430507999396 -0.00014955673595416311 -0.00028305769577051035 0.0012591230069960145 -0.00093961831306975255 -4.2836705265523073e-05 0.0013724590985826884 0.00051473344916140118 -0.00063346207179845087 -7.8140632559111964e-05 -0.0013771684101480141 4.4948346387048551e-05 0.0010318519063863758 -0.00061029976840504827
leaf_weight=0.0010044418643450062 0.51268231097274863 1.0037748471412369 0.51370838240739303 9.5240999727021904 0.51866453347585562 1.0010553980305297 1.5130700154873862 0.51396784224203074 3.5076119113784898 0.50752862761331741 0.5095396688319721 0.5108147569342617 1.8607854229395484 0.51434245868540429 0.50461703673863745 0.50703447850552485 1.007204940973679 2.0031714802444034 0.50459968868654026 0.50686020907596685 0.51471271643971483 3.5109313965831443 0.51154748384730631 1.5101347467600947 1.5060547660173709 2.0481231175961057 0.52069285391647335 3.002298150927345 0.51737976396118135 0.50729597189837328
leaf_count=105 129 19 67 613 148 9 49 371 78 50 44 213 423 54 84 164 12 30 26 30 136 55 53 35 28 17 139 26 186 641
internal_value=1.16912e-07 -0.000368593 1.4033e-05 3.28502e-06 3.61632e-06 1.10092e-05 0.000306448 -9.26765e-06 -0.00019733 1.39251e-05 -7.77304e-05 6.7043e-05 -2.23248e-05 4.05952e-05 1.71539e-05 -3.60558e-05 0.00026095 6.67635e-05 3.13945e-06 0.000489756 -3.06037e-05 2.18049e-05 0.000305969 -5.68089e-05 -0.000220137 0.000173477 2.646e-06 -0.000165238 5.87146e-05 8.52404e-06
internal_weight=41.6953 1.51646 40.1789 39.6651 39.6641 39.1455 2.51413 36.6313 4.02158 32.6098 11.9646 20.6451 11.4551 20.1343 19.62 16.105 3.51499 2.50779 15.5979 1.01146 14.5865 10.9476 2.37233 8.57524 5.01699 3.55826 14.0718 3.52299 10.5488 10.0314
internal_count=4034 148 3886 3819 3714 3566 58 3508 449 3059 705 2354 661 2141 2087 1961 126 114 1797 56 1741 611 476 135 83 52 1605 165 1440 1254
is_linear=0
shrinkage=0.1


Tree=976
num_leaves=31
num_cat=0
split_feature=15 4 3 19 13 5 10 23 15 15 15 15 23 10 18 7 7 16 22 21 9 19 3 22 15 22 5 21 22 6
split_gain=1.73237e-05 7.46902e-05 2.93839e-05 2.90458e-05 1.63864e-05 3.10992e-05 1.55307e-05 0.000110766 0.00241023 0.00174614 0.00704709 0.00117829 2.51926e-05 2.33372e-05 0.000132032 9.43991e-05 0.000287607 2.83748e-05 6.32286e-05 8.38364e-05 2.34365e-05 6.13864e-05 4.21506e-05 6.45485e-05 0.000222357 2.60081e-05 5.21673e-05 1.89575e-05 1.8249e-05 1.66164e-05
threshold=46.435439118750004 346.42057500560003 92.913112988300014 14.651182102100002 98.050756475600011 13.154029769200003 61.93938686740001 0.10249000000000003 36.207782793200003 39.15620581320001 41.195083317300011 43.890399822900008 0.10828500000000003 61.987779113750001 13.142272494650003 22.105125139000005 22.407814303000006 22.654947022900004 -0.078504999999999991 14.412800938450001 188.96048214565005 14.351157895250003 93.281431752200021 -0.091919999999999988 42.841315546000011 0.22598000000000004 13.8160216159 14.894616075700002 0.04932000000000001 16.235379337050002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 7 8 -7 -10 -11 -12 -9 14 -8 -15 -17 20 -19 -20 21 28 25 -24 -25 27 -27 29 -18 -22
right_child=1 2 -4 -5 5 6 13 12 9 10 11 -13 -14 15 -16 16 17 18 19 -21 22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.009386399775481627 -0.0013207112430946178 0.00070673088265118264 -0.00037258823976871604 0.00075996802755314225 0.014421873304898754 0.00011290246884251951 5.560472881064638e-05 -0.00033953025107404707 0.083941976936294779 -0.08539695576837196 0.089285212846804171 0.027628665113650638 0.00024916310518201192 -0.029296855480981938 -0.0017447497413334012 0.032699577954712643 -0.00051454376672544866 -8.3851950726814258e-05 0.0018412923826308899 1.935626069074161e-05 -3.1226680582990696e-05 0.0012568683810028878 -1.6876602678786833e-05 -0.0025127090704088625 0.00044482291554866227 0.00022101647601856694 -0.0012167732183451 -0.00059399852879257428 0.00033662554014142557 0.00013955319794936339
leaf_weight=0.00185861692238276 0.50785703413903061 0.50368199052047635 0.50527072106473714 0.51342233983004959 0.001495871782508539 0.50357086021271991 2.0047986497198376 1.4066314973405412 0.0052734282335791241 0.0047522278877050175 0.0060732055901553395 0.0063301565629672041 1.5043820182713716 0.0010993813852583348 0.51121966408422981 0.002690622774479289 0.50595295175808874 1.5049133909504919 0.50990743537522465 0.5004257760301698 17.094135716479446 0.50861475027522818 1.5041932126976791 0.51340826656496463 0.50352685127030128 0.50076898317456542 0.50870398069542944 0.5033553596758783 0.50161601423793911 8.5452422359796554
leaf_count=1186 80 16 52 67 202 404 75 18 23 38 20 21 31 204 33 33 40 32 42 3 883 45 29 36 42 3 63 48 14 251
internal_value=1.15418e-07 -0.000331632 0.000166222 1.26395e-05 2.96611e-06 3.4061e-06 2.86229e-06 0.000206014 0.00154151 0.0336162 0.0181466 0.0578183 -3.52995e-05 -1.64129e-05 -0.000310202 5.5156e-06 6.4713e-06 3.86144e-06 0.00032696 0.000938873 -2.21945e-05 0.000361291 -4.1789e-05 -0.000432922 -0.00104831 -5.4717e-06 -0.000503529 1.37602e-05 -9.0791e-05 2.56918e-05
internal_weight=41.6952 1.51681 1.00895 40.1784 39.6649 39.6631 39.6616 3.43701 0.526 0.022429 0.0171556 0.0124034 2.91101 36.2246 2.51602 33.7086 33.7075 33.7048 2.51525 1.01033 31.1895 1.51618 29.6733 2.52113 1.01694 27.1522 1.00947 26.1427 1.00757 25.6394
internal_count=4034 148 68 3886 3819 2633 2431 555 506 102 79 41 49 1876 108 1768 1564 1531 77 45 1454 99 1355 107 78 1248 66 1182 54 1134
is_linear=0
shrinkage=0.1


Tree=977
num_leaves=31
num_cat=0
split_feature=23 8 8 4 2 15 22 22 14 0 12 6 13 7 3 7 16 22 21 9 21 4 5 21 12 18 18 21 9 21
split_gain=1.81241e-05 1.52935e-05 2.50388e-05 5.4108e-05 3.15672e-05 7.07831e-05 1.74709e-05 1.54696e-05 4.45485e-05 2.17652e-05 1.38344e-05 4.02523e-05 0.000186564 6.45003e-05 0.000117918 7.37917e-05 4.55575e-05 7.70056e-05 5.41783e-05 6.45381e-05 3.76582e-05 6.43599e-05 3.53376e-05 5.73554e-05 3.90999e-05 3.149e-05 3.04974e-05 2.77149e-05 8.60581e-05 2.49293e-05
threshold=-0.50325999999999993 8.8430989333000021 8.7431769115000026 142.34057910165004 74.580378076100018 40.94720173475001 0.26941000000000009 0.12427500000000002 194.20226397200003 89.813320763900023 146.83961421510003 16.515385879350003 117.56358558635002 23.109894804950002 93.499196860750018 22.870118039000001 22.654947022900004 -0.078504999999999991 14.70115454445 195.10791980860003 11.192543930900003 241.36451620315003 21.454033346250004 8.9626214023500008 144.57070813310003 13.4793103924 13.314799198000001 5.5151941623000011 207.46043187945003 2.0008954101500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 7 10 9 -9 22 13 20 14 15 -12 18 -18 25 -20 21 -13 23 24 29 26 -15 28 -27 -5
right_child=1 -3 4 6 5 -7 -8 8 -10 -11 11 12 -14 16 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.013249202474591057 0.020593922295364473 -0.00053718121831954383 -0.00012330986722275858 -0.00045669825418110082 0.0015589198699071671 0.0001127744321805312 -0.00059715426249032691 -0.00050819187264322403 0.0010646415608597311 0.00040316843809616658 0.00084701215540250506 0.0010864278898328852 -0.0021424268594552394 -8.7898824237503937e-05 -0.0018741710742576842 -0.00085934455700578953 -0.00017843856938328485 0.0015673965142379846 -9.2451784671467138e-05 0.0015063482741989611 -0.00087007587437795588 -0.00017659827678228755 0.00066978600137758133 -0.0010236055167756651 0.0009163471406131821 -0.0015804039753684535 0.00046339157139826666 -4.3563192585448751e-05 -0.00013367283700934174 5.7596463612352409e-05
leaf_weight=0.0010324687004431557 0.0012741241314547782 0.52364446332047876 1.0011685593713058 1.0159267379702885 0.5106392335176223 1.0037719945778691 0.50684620231478206 0.54697419387309065 0.51399072091588083 0.50305956859658629 0.50578118533441074 0.5051826631954065 0.51372778446939804 2.0043213078624786 0.5084001695451662 0.50796590361816629 0.5021393503135414 0.50849249073576241 0.50162504155547005 0.50834165558119404 0.50328197977610445 2.0034665237870444 0.87142286020136239 0.51374785600848838 0.50460930966461681 0.51698213060032649 2.009537415966804 7.0261567632323194 2.0087991018967917 13.042011556291399
leaf_count=134 23 200 9 151 26 30 145 12 153 30 152 30 75 17 121 31 19 42 92 49 32 80 359 151 21 432 37 534 258 589
internal_value=1.6636e-07 -1.61732e-07 6.66872e-06 -1.32261e-05 0.00031237 0.000600395 -1.39054e-05 -6.15574e-06 0.000301828 -7.15692e-05 -1.93233e-05 -7.33866e-05 -0.000381058 -9.9828e-06 -0.000631308 -8.00488e-06 5.0695e-05 0.000699966 5.67685e-06 0.000712265 -8.06319e-05 7.77453e-05 5.06274e-05 1.48395e-05 5.14744e-05 -4.69282e-05 0.000188105 -0.000145692 -0.000429793 2.04299e-05
internal_weight=41.6943 41.6933 41.1696 38.6541 2.51558 1.51441 38.6528 38.1459 1.56402 1.05003 36.5819 20.6342 3.52566 17.1085 1.52215 1.01375 15.5864 1.01063 14.5758 1.00997 3.01193 2.50865 15.9477 15.0763 14.5625 13.5658 4.01386 9.55194 2.52578 14.0579
internal_count=4034 3900 3700 3635 65 56 3612 3467 195 42 3272 2001 217 1784 304 183 1480 61 1419 141 142 110 1271 912 761 1278 54 1224 690 740
is_linear=0
shrinkage=0.1


Tree=978
num_leaves=31
num_cat=0
split_feature=15 4 16 19 9 23 5 13 18 17 8 13 20 16 21 22 21 16 7 23 23 5 4 15 22 7 10 7 20 23
split_gain=1.85367e-05 7.52016e-05 2.97196e-05 2.30622e-05 1.49415e-05 0.000160646 2.5057e-05 1.41122e-05 6.73444e-05 4.71943e-05 9.87475e-05 3.54995e-05 3.08186e-05 3.05744e-05 0.000100544 0.000321909 5.14336e-05 3.60274e-05 0.00019697 1.90058e-05 5.9698e-05 1.42815e-05 1.91014e-05 5.43676e-05 4.9071e-05 0.000252545 4.19399e-05 2.34903e-05 2.16407e-05 1.49969e-05
threshold=46.435439118750004 346.42057500560003 22.614947116400003 14.651182102100002 179.18874144770004 0.08729000000000002 12.035423697300002 117.64961624655002 12.885811969150001 188.19076296340003 8.543332867800002 117.61735474900001 39.749124837650008 22.624947093000003 12.315862460400002 -0.078504999999999991 7.3575695755500012 22.614947116400003 22.407814303000006 0.11002000000000002 0.13041500000000003 24.107645372150007 250.05420802265002 39.540459766400012 -0.083064999999999986 26.459406588900006 62.272755675600003 22.814487719050003 36.620308449100001 0.076130000000000017
decision_type=2 2 2 2 2 2 2 2 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 -6 8 -8 12 -11 13 -9 17 15 16 -15 18 -10 21 -21 22 23 27 26 -26 -24 -20 -29 -30
right_child=1 2 -4 -5 6 -7 7 9 11 10 -12 -13 -14 14 -16 -17 -18 -19 19 20 -22 -23 24 -25 25 -27 -28 28 29 -31
leaf_value=-0.026675523040738482 -0.0013355730064515152 0.00069783225608293796 -0.00038767688151427829 0.00067921909150089584 0.015515570120151052 0.021965745759666689 -0.018416778911171699 6.8574026378377873e-05 0.035934200800169909 0.0017164415305525966 0.00011281787812235966 -0.00048866060099615717 -0.00084219434464369379 -0.00084008480764306479 -2.6709806144456041e-05 0.0029342284151356915 0.00058694094811222479 -0.00051231703088833766 -0.00065741721319914766 -0.001196351273708257 0.00033268330607204934 0.00053188460030773542 -8.6816145472456608e-05 0.0010637059975244854 -0.0024636431802950269 9.4281937592768006e-05 0.0008914381638016073 0.00067381905314195512 -0.00028789696178200668 4.1104304347699554e-05
leaf_weight=0.0017010458445530221 0.5077777281760304 0.50579578369647193 0.50308405268201728 0.51314011120256608 0.001041510378071985 0.0011300576654861005 0.001988687334970928 1.4061101177412614 0.0015244603013319083 0.51502225816329916 1.5092876185664605 1.5100729265753674 0.50495614270171696 0.50670650109677218 4.5089632153242292 0.51956949753774395 0.50358623121428536 1.5091507384111746 0.50815366487559543 0.51292093489349955 0.50847256713480959 0.503788433083172 3.0028446711183827 0.50587803986274948 0.51923675488778731 1.5039441471334145 0.51314353043452188 0.51046875236459044 1.5119810558063402 16.562917567768835
leaf_count=1256 80 40 28 67 289 238 51 31 19 46 42 38 44 31 48 86 9 52 36 102 65 17 27 30 189 63 226 74 68 642
internal_value=1.61204e-07 -0.000343023 0.000156537 1.3116e-05 4.49859e-06 -0.00725997 5.01713e-06 4.60982e-06 -1.51882e-05 0.000184336 0.00052081 -1.41638e-05 -0.000172076 6.77911e-06 0.000210968 0.000911477 -0.000128776 -3.69862e-05 -1.00844e-05 -1.21394e-05 -0.000435164 4.7106e-06 -5.85421e-06 4.04866e-05 -0.000169823 -0.000562194 5.59559e-05 1.33766e-05 3.17172e-05 1.35831e-05
internal_weight=41.6944 1.51666 1.00888 40.1777 39.6646 0.0028311 39.6617 39.6607 35.7253 3.93538 2.02431 35.7233 1.91107 34.2133 6.03883 1.52986 1.01029 28.1744 26.6653 26.6638 1.02139 25.6424 25.1386 19.5994 5.53917 2.02318 3.51599 19.0935 18.5854 18.0749
internal_count=4034 148 68 3886 3819 1494 2325 2036 1873 163 88 1822 75 1784 174 126 40 1610 1558 1539 167 1372 1355 850 505 252 253 820 784 710
is_linear=0
shrinkage=0.1


Tree=979
num_leaves=31
num_cat=0
split_feature=23 15 21 19 19 7 6 20 19 2 22 23 4 21 20 7 22 21 20 8 4 15 0 16 12 6 0 10 10 5
split_gain=1.73743e-05 1.49794e-05 7.19485e-05 1.87098e-05 1.48683e-05 4.17211e-05 7.60524e-05 3.06904e-05 2.20593e-05 6.09056e-05 4.80523e-05 4.28565e-05 7.66157e-05 0.000144383 0.00023473 6.13116e-05 6.1472e-05 4.01483e-05 2.88821e-05 2.34801e-05 4.78107e-05 2.13283e-05 0.000144186 0.00374535 0.00349799 0.00284042 0.00119546 0.00328879 0.00111551 0.00170445
threshold=-0.50325999999999993 46.435439118750004 15.285239689500001 14.651182102100002 14.551174033150001 23.626037400350004 16.555386813950005 33.96174662340001 14.351157895250003 93.57193670880001 -0.099639999999999992 0.089305000000000023 266.52371110730007 1.2135331028500003 40.984321400500008 23.109894804950002 -0.078649999999999984 12.510904521150001 40.583589072600013 8.7431769115000026 180.93811691895004 31.385732506450001 94.047642319350018 20.704951582800003 100.25158460885001 14.865347326450001 93.399723909900004 66.590419433100024 68.20618276945001 18.160071980500003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 7 6 -6 -2 19 -10 17 15 13 -13 -15 -12 -17 -11 -14 21 -21 22 23 24 25 -9 27 -26 29 -27
right_child=1 2 -4 -5 5 -7 -8 8 9 10 11 12 18 14 -16 16 -18 -19 -20 20 -22 -23 -24 -25 26 28 -28 -29 -30 -31
leaf_value=0.012989676058644001 -0.012704258190375215 -0.0012720453196905742 0.00018366510366420519 0.00061158292476282171 -0.0015138903296386336 0.00053174304337122132 -2.5946363935906339e-05 -0.099941291933104498 0.0012026781059358723 -0.0011926571618547689 -0.0011142144333705576 -9.6905035723182762e-05 0.00048333365777851857 0.00012247794100345895 0.0031543450476780033 -0.00013152866628752936 0.0010735192258501914 6.9707561055487864e-05 -0.00017329605681169196 1.774115856169199e-05 0.0011381382623948677 -0.00012949446822857599 -2.8257471696837034e-05 -3.4009555412459005e-05 0.083688127320499572 -0.10005959001230039 0.092670035581801882 -0.09784797332313025 0.10000968316642118 0.075941953558530575
leaf_weight=0.0010297005566916031 0.0018960371537123369 0.51301870342389477 1.0039701148879059 0.51290999384284575 0.51093491585027218 0.50570918991616043 1.0483009055245398 0.0025370203128737782 0.51752092329013422 0.50598754398159573 0.50925219210307515 0.85864892837344076 1.0047349712131111 0.50280134320200864 0.51888096966104058 2.5051735393205932 0.50939731025902002 0.50179108145675855 2.0098470817215244 1.503276007397804 0.51011840060505864 15.058739951994458 10.059125306885862 0.5007250435008217 0.0034634462755519209 0.0010702944855438545 0.0092008831134677838 0.0014018909348272809 0.0016062052503802863 0.0011324132843473222
leaf_count=134 220 129 19 67 65 25 35 15 92 45 33 7 13 18 31 41 98 17 55 57 45 528 1648 23 376 5 40 96 11 46
internal_value=1.56839e-07 -1.63965e-07 -0.00030863 1.14832e-05 3.72298e-06 -0.000257533 -0.00051352 1.80715e-05 1.87131e-05 0.000146447 8.84597e-05 0.000166576 0.00035801 0.000858947 0.00166227 -9.93439e-05 7.20984e-05 -0.000564103 4.55531e-05 -2.72212e-05 0.000301608 -5.30437e-05 5.57676e-05 0.00167764 0.0436657 -0.0179662 0.0714707 0.0313806 0.0366353 -0.0095771
internal_weight=41.6942 41.6932 1.51699 40.1762 39.6633 2.06495 1.55924 37.5983 37.5964 9.94404 9.42651 8.41874 4.89491 1.88033 1.02168 3.52382 3.01457 1.00778 3.01458 27.6524 2.01339 25.639 10.5803 0.521137 0.0204122 0.00634593 0.0140662 0.00486534 0.00380891 0.00220271
internal_count=4034 3900 148 3752 3685 125 100 3560 3340 450 358 296 124 56 49 172 139 62 68 2890 102 2788 2260 612 589 77 512 472 62 51
is_linear=0
shrinkage=0.1


Tree=980
num_leaves=31
num_cat=0
split_feature=6 20 3 22 21 22 20 17 10 3 3 15 12 20 0 15 20 18 22 7 6 21 6 9 23 15 21 22 21 3
split_gain=1.53326e-05 6.55139e-05 8.57989e-05 7.50824e-05 0.00012763 0.000108076 4.57355e-05 6.92666e-05 3.76362e-05 0.000196315 0.000126652 0.00579664 0.00166605 0.00248798 0.00219225 0.00249328 0.000885154 0.000758058 5.41851e-05 0.00015268 4.62104e-05 3.92732e-05 4.11785e-05 8.4395e-05 3.92566e-05 3.21976e-05 2.69523e-05 2.99294e-05 4.35422e-05 2.25107e-05
threshold=16.465384711100004 38.804080188450008 94.972471916200007 -0.053159999999999992 13.386374432050003 -0.06483499999999999 40.583589072600013 189.43751236195004 66.964115113200009 89.805255389500005 83.538459487450012 29.329759478700002 115.02544258150002 40.377444152000002 94.047642319350018 32.548041893900006 37.73036952315001 14.876098287500001 -0.026144999999999998 23.109894804950002 14.605341251450001 4.0847671134500008 16.445384243750002 204.99169312540002 0.10469000000000002 35.965617804200001 2.9212203061500004 -0.116995 5.3092490988000014 93.499196860750018
decision_type=2 2 2 2 2 2 2 2 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 5 -5 26 -6 -8 9 -1 24 -12 -13 14 15 -14 -17 -16 21 -20 -15 -11 29 -24 -10 -26 -3 28 -28 -23
right_child=1 3 -4 4 6 -7 7 -9 10 18 11 12 13 20 17 16 -18 -19 19 -21 -22 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.0020695714622258636 0.001527245179253455 -0.00082006314178657358 -6.6644550736362054e-05 -0.0020408589150302018 0.00019516921514907897 0.0013824934889224594 7.5472691933145016e-05 -0.0015817212085410385 3.806811850690036e-05 -0.00082656289152954147 0.00055720881446578215 -0.098867601876627298 0.090319334200195528 -0.076088594635784268 -0.10004822851338274 0.026880980093915093 -0.068786407722045168 -0.013362903834836876 -0.00044875492217228769 0.0019948772209014884 -0.10004426653756258 4.0772720028530717e-05 0.0015941438461698825 1.3779357910088488e-05 -0.0011696825027425358 -3.8753065851922134e-05 7.8007918271711857e-05 -6.4865930331095471e-06 -0.0012355209271593364 -0.00046218814390963382
leaf_weight=0.52361223218097031 0.55644876685786759 0.50745783020037016 0.85920650592760295 0.52004741399815424 1.0020839482167505 0.51051488372138187 0.50111243360313273 0.50780601186788665 14.040019275936089 0.51783025197078636 0.52225683498418696 0.005620820990259289 0.0031507916621080767 0.0010138906342219691 0.0026274795662573069 0.0016621860501686569 0.0023129152136789344 0.0016375461443658423 0.50644317256359161 0.51640343036453906 0.0039127935398610703 7.5238552270081023 0.51034646353194446 1.0000922750853964 0.50714146511307656 0.49987037479877472 0.50056120860700959 8.0197812096451884 0.50897375271441925 1.0092206861135613
leaf_count=104 57 125 181 211 7 36 26 26 1479 203 328 68 14 100 26 14 33 27 56 49 71 106 52 6 169 2 19 146 129 164
internal_value=2.26172e-07 -8.50913e-05 0.000559862 -0.000157679 -0.000644458 -3.50527e-05 -0.000283347 -0.000758622 4.33299e-05 0.000175605 -5.9392e-05 -0.00155809 -0.051914 -0.0357402 -0.0100603 0.0238793 -0.0287832 -0.0667656 8.99966e-05 0.000784959 -0.0951143 2.26908e-05 6.64772e-05 0.000547752 -5.18965e-06 -0.000608301 -0.000110936 -7.10819e-05 -0.000584229 -1.87133e-05
internal_weight=41.693 13.994 1.41566 12.5783 2.53105 10.0473 2.011 1.00892 27.699 12.1078 15.5912 0.544195 0.0219384 0.0163176 0.0113909 0.00712589 0.0039751 0.00426503 11.5842 1.02285 0.00492668 10.5613 10.0435 1.51044 15.047 1.00701 9.53677 9.02932 1.00953 8.53308
internal_count=4034 963 238 725 270 455 59 52 3071 740 2331 681 353 285 114 61 47 53 636 105 171 531 328 58 1650 171 419 294 148 270
is_linear=0
shrinkage=0.1


Tree=981
num_leaves=31
num_cat=0
split_feature=23 8 8 4 2 15 6 7 6 22 17 0 21 6 5 16 19 6 21 17 23 20 21 17 7 16 22 20 13 17
split_gain=1.58933e-05 1.32471e-05 2.21581e-05 5.41367e-05 2.85646e-05 6.85997e-05 1.45949e-05 0.000118594 4.62387e-05 0.000168553 0.000293962 7.3506e-05 4.10018e-05 4.66696e-05 3.29825e-05 3.07977e-05 2.82623e-05 2.53818e-05 4.29683e-05 2.24822e-05 3.61541e-05 1.9859e-05 4.93926e-05 0.000105378 2.23215e-05 5.30017e-05 2.78644e-05 1.95863e-05 2.21068e-05 1.90872e-05
threshold=-0.50325999999999993 8.8430989333000021 8.7431769115000026 142.34057910165004 74.580378076100018 40.94720173475001 16.465384711100004 22.233191240750003 16.395383075500003 -0.087234999999999993 187.51563899930002 86.382848189450016 15.173983806500003 16.485385178400005 24.279163357700003 22.654947022900004 14.451165964200003 16.235379337050002 12.510904521150001 197.20536406400001 0.088145000000000015 40.280372415600006 3.4801976177500005 182.63036160245002 24.385896469550001 18.684956306450005 -0.039434999999999998 38.334060527150008 113.97180552410002 188.19076296340003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 7 -5 11 -10 -11 -9 13 -8 19 16 17 21 -19 29 -21 22 24 -24 26 -26 27 28 -13 -15
right_child=1 -3 4 6 5 -7 12 8 9 10 -12 15 -14 14 -16 -17 -18 18 -20 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.012502351433729712 0.021186359694773511 -0.00050000267454100491 -0.00012067767105627993 0.033524170574859333 0.0015115892889994156 8.7720500768583061e-05 -0.0010037315317913825 -0.0012275605560312711 2.1613636895260999e-05 -0.00028655828804933446 0.0030979740208531112 -0.00082926982058038098 -0.00097778779204455162 -0.0001062565689432171 -0.00081094950222464386 0.00075629596718352016 -0.00076431731456335099 0.0011232566477987795 -0.00018137006182387017 -7.0929954711637881e-07 -0.001036951362024913 3.8137993986279994e-05 0.00021407791992725299 -0.0018180083919232639 -0.0011980122565033026 -1.6802382411969403e-05 0.00079057177661461897 0.00020708440113628978 0.00010792216305583304 0.00017745227593411392
leaf_weight=0.0010167765377023788 0.0012046202490044724 0.5236727245199323 1.0011863306190183 0.0010571082631000142 0.5104650338837472 1.00359910004658 0.50666081975817867 0.50911770101950793 4.5055228488583907 0.50268095211899388 0.52425902342484854 0.50570085610547699 0.51081447088967102 3.9095588524833662 0.50969911964298376 0.51017766657798702 0.51144754103279311 0.50942316686018674 0.50045623224923474 1.0038774726247073 0.50660553373489836 11.546416169471005 0.5016652397235597 0.51940990808994614 0.50792069515938632 1.5067872529610324 0.50809498023101385 1.5037421110027649 0.5010859210833587 6.0271273362418185
leaf_count=134 23 200 9 283 26 30 39 70 70 11 125 54 37 60 384 48 61 38 7 40 27 1279 51 305 372 79 54 20 10 88
internal_value=8.90396e-08 -2.15882e-07 6.14194e-06 -1.2574e-05 0.00029374 0.000567776 -1.32347e-05 3.04489e-05 2.90698e-05 0.000285131 0.00144127 -4.12651e-05 -9.96803e-05 -6.36913e-05 -2.3858e-05 -1.05014e-05 -3.09595e-05 -1.08058e-05 0.000476735 1.11883e-05 -0.000348258 -3.87794e-05 -0.000185469 -0.000819622 -5.68232e-05 -0.000314593 0.000115219 -2.14627e-05 -0.000362822 6.58279e-05
internal_weight=41.6905 41.6894 41.1658 38.6505 2.51525 1.51406 38.6493 25.675 25.6739 5.53246 1.02694 20.1414 12.9743 12.4635 11.9569 19.6323 19.1222 18.6107 1.00988 11.4472 1.51048 17.6008 6.05441 1.02108 5.03333 2.01471 3.01862 2.51053 1.00679 9.93669
internal_count=4034 3900 3700 3635 65 56 3612 2937 2654 206 136 2448 675 638 599 2378 2330 2269 45 215 67 2224 945 356 589 451 138 84 64 148
is_linear=0
shrinkage=0.1


Tree=982
num_leaves=31
num_cat=0
split_feature=15 21 19 9 23 5 19 23 6 19 5 9 9 15 12 7 7 22 8 7 18 23 7 9 23 12 23 20 3 6
split_gain=1.78254e-05 9.62556e-05 3.01729e-05 2.17614e-05 0.000148197 2.03914e-05 1.41656e-05 4.19022e-05 5.41221e-05 2.26722e-05 5.43267e-05 5.0217e-05 0.000189126 3.71755e-05 5.29685e-05 3.80838e-05 4.24691e-05 4.13215e-05 2.65438e-05 2.18014e-05 6.46364e-05 0.000122059 2.41619e-05 1.70045e-05 1.22739e-05 9.77808e-05 1.25966e-05 1.46567e-05 2.25708e-05 0.000180854
threshold=46.435439118750004 15.285239689500001 14.651182102100002 179.18874144770004 0.08729000000000002 12.035423697300002 14.551174033150001 0.12535000000000004 16.555386813950005 14.351157895250003 20.482113285800001 192.57902085675002 183.49441567960005 36.535628266450011 140.52911877810001 23.109894804950002 23.626037400350004 -0.080574999999999994 8.8430989333000021 23.271765593750004 13.043896815850003 0.11148000000000002 23.356162058950002 193.67618212375001 0.10791500000000002 200.88600031510001 0.10335500000000002 36.893814626400008 83.538459487450012 15.945372561050002
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 8 -8 18 -11 12 -12 -13 -15 -16 -17 -18 19 20 23 -22 -21 -7 26 -26 27 -24 -29 -30
right_child=1 -3 -4 5 -6 6 7 -9 -10 10 11 13 -14 14 15 16 17 -19 -20 22 21 -23 24 -25 25 -27 -28 28 29 -31
leaf_value=-0.027566814530882968 -0.0014517745265362504 0.00023258280480677177 0.00077448976388540692 0.014013045657612289 0.01919805342360334 -0.00019237838169170536 -0.0013475728537962089 0.00054208053600371734 -9.4975686915133544e-05 0.0011454493257350661 1.7127520195137082e-05 -0.00086832815095123157 0.0021722952505345522 0.0010050510156497812 -0.00041613752607754808 0.00044185515654105264 -0.00098964196894545022 5.4673579438697717e-05 0.00068670094015946162 0.00067914352314686773 -0.0020271088165949151 0.00015954389131161745 0.00052615497447412068 0.00031184201581962057 -0.001470523094625212 2.5317663190946416e-05 0.0005028526533623006 4.737015721569601e-05 -0.0019503264480814232 1.8616722457423525e-05
leaf_weight=0.0016869878635262076 0.51237360334851345 1.0042961614074384 0.51341909719059131 0.0010389402778433468 0.0011325892637562159 2.0033560414349227 0.5143075085893013 0.50288711390976448 1.0475185510870115 0.516347427990694 1.8595240602335237 0.50557959353432114 0.52134161804428902 0.50543828237601918 2.0100360467194491 2.0114761876923026 0.50608230728994286 1.5075544693641458 0.50815058830447313 0.50442481964319341 0.51576489687845117 0.50544189945412654 0.51016628473099146 1.0040598027035228 0.51143384589958119 3.0026808402802345 0.50683043660971705 13.535189957439959 0.52787858784449326 4.0129283333496986
leaf_count=1256 129 19 67 289 238 38 83 10 32 58 19 43 74 67 35 38 49 52 79 21 83 15 105 21 95 58 39 479 376 67
internal_value=9.22413e-08 -0.00033644 1.27973e-05 2.93686e-06 -0.00878195 3.56145e-06 3.19442e-06 -0.000251827 -0.000507454 1.72014e-05 0.000146701 9.19963e-05 0.000489048 -4.21655e-05 2.16959e-05 -6.06592e-05 0.000116857 -0.000207792 -2.93715e-05 -4.27787e-05 -0.000257449 -0.000944834 -5.35897e-06 -2.40387e-05 -2.0632e-05 -0.000192383 1.09791e-05 -2.43393e-06 -1.73525e-05 -0.000210277
internal_weight=41.6903 1.51667 40.1737 39.6603 0.00281958 39.6574 39.6564 2.06471 1.56183 37.5917 9.94338 9.42703 2.38087 7.04617 6.54059 6.03515 4.02511 2.01364 27.6483 27.1402 4.02862 1.02121 23.1115 3.00742 22.6071 3.51411 19.093 18.5862 18.076 4.54081
internal_count=4034 148 3886 3819 1494 2325 2036 125 115 1911 435 377 93 284 241 174 139 101 1476 1397 157 98 1240 59 1219 153 1066 1027 922 443
is_linear=0
shrinkage=0.1


Tree=983
num_leaves=31
num_cat=0
split_feature=23 9 9 0 16 7 7 20 6 22 22 20 17 20 14 7 3 20 6 21 17 22 21 5 16 15 9 9 3 18
split_gain=1.56134e-05 1.45255e-05 4.75325e-05 3.63574e-05 2.12586e-05 0.000201349 2.0762e-05 9.89052e-05 5.03457e-05 2.33725e-05 2.90745e-05 7.5455e-05 1.81533e-05 1.67535e-05 5.40919e-05 1.46891e-05 5.08433e-05 3.75355e-05 3.65087e-05 3.44542e-05 3.12508e-05 2.21127e-05 1.58707e-05 6.42533e-05 1.84917e-05 6.44168e-05 1.82306e-05 2.50063e-05 5.42823e-05 2.34617e-05
threshold=-0.50325999999999993 186.68586460755003 185.44496129890004 85.732241321850012 22.674946976100003 22.407814303000006 22.938075114600004 40.750688432250008 16.465384711100004 0.26941000000000009 0.12427500000000002 40.040005255000004 212.98902586740002 36.893814626400008 161.40546423680004 23.150522195450005 93.281431752200021 38.334060527150008 16.495385412050002 14.70115454445 188.41589330430003 -0.076709999999999987 2.5447591590000003 17.505247228350004 22.634947069650003 42.246988155050012 203.06170522940002 201.32298960505003 92.703413254150021 15.148411436800002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 8 -7 10 12 -12 13 14 -8 16 -15 -17 19 22 -21 -20 23 -19 25 26 27 -24 -29 -28
right_child=1 3 -4 4 -6 6 9 -9 -10 -11 11 -13 -14 15 -16 17 -18 18 21 20 -22 -23 24 -25 -26 -27 29 28 -30 -31
leaf_value=0.012403941204326578 4.0687317603242688e-05 -0.00082205241921016418 0.0010897560763366157 0.032358846203276344 0.00062974217505336132 -0.00037355572165797689 -0.00032746472022202928 -0.0015201253792818 0.00053879300117261103 -0.00066878307382496193 -0.00032181449326510689 0.001400368406177137 -0.00059396062782541713 0.00075877638325130489 0.0011343976054259543 -0.00087112851592515599 -0.00024470537877180045 -0.00039402654693985475 -0.00011536463102560827 5.9379891959991532e-05 0.0011729197107115414 -0.00056461092000199169 -3.810296340635113e-05 0.0011976188030555569 0.00023290350604541037 -0.0011427223067533817 0.00046482057763289422 -0.0012922750484381611 0.00017519059848261653 2.59664311236342e-05
leaf_weight=0.0010147819629001678 2.8697620138593081 0.55387924163591051 0.5084160312374516 0.0019210751684103347 0.51885874115794095 1.5063882144168017 0.50228415225500778 0.52167988323017755 1.0106231947848696 0.50602181721562445 0.50703157324431047 0.5106095649823108 0.50737478886173093 1.0091084521409386 0.51024081561334278 0.51168427847811671 1.0105365293247528 0.50309215497695337 4.0074010151306538 0.50072262437210346 0.50743610366981895 1.5079279759029294 9.017372253295564 0.51150351604919564 3.0115107777201038 0.50992495545956984 1.5279283165110644 0.50736379065102599 0.50095930439420044 6.0095885763175083
leaf_count=134 1482 261 62 20 69 31 10 66 31 57 68 56 263 24 129 138 34 68 46 16 40 39 198 152 33 36 192 48 5 226
internal_value=9.34014e-08 -2.08528e-07 0.000198572 -1.77366e-05 -5.93764e-06 -1.47949e-05 -1.64651e-05 -0.000266964 -7.23208e-06 5.79347e-06 1.59251e-05 0.000542305 -4.69165e-07 8.89218e-06 0.00040921 -4.11839e-06 0.000256681 -2.21974e-05 -7.02119e-06 4.81551e-05 0.000619857 -0.000238192 2.20743e-05 0.000408394 3.48453e-06 -3.47434e-05 -2.57463e-06 -9.09143e-05 -0.000563203 0.000114926
internal_weight=41.6902 41.6892 3.37818 38.311 37.7571 37.2382 37.2363 3.03869 2.51701 34.1976 33.6916 1.01764 32.674 32.1666 1.01252 31.1541 2.01964 29.1344 28.6227 23.1074 1.00816 5.51533 22.0992 1.0146 21.0846 18.0731 17.5632 10.0257 1.00832 7.53752
internal_count=4034 3900 1544 2356 2095 2026 2006 128 62 1878 1821 124 1697 1434 139 1295 58 1237 1099 1014 56 85 958 220 738 705 669 251 53 418
is_linear=0
shrinkage=0.1


Tree=984
num_leaves=31
num_cat=0
split_feature=15 21 19 9 20 16 16 18 20 20 6 12 18 17 18 5 21 23 23 20 13 12 20 14 21 22 21 20 14 21
split_gain=1.93887e-05 7.3844e-05 2.45995e-05 1.86039e-05 0.000146559 1.69923e-05 4.1335e-05 5.94071e-05 3.89221e-05 7.50406e-05 5.0993e-05 0.000230399 2.57197e-05 4.78626e-05 2.09377e-05 0.000114966 2.53138e-05 1.55338e-05 3.30629e-05 1.35165e-05 4.31517e-05 4.59894e-05 3.81799e-05 3.0341e-05 2.87093e-05 1.85904e-05 1.40598e-05 2.78095e-05 2.0093e-05 1.40923e-05
threshold=46.435439118750004 15.285239689500001 14.651182102100002 179.18874144770004 44.756878345700009 22.624947093000003 22.614947116400003 13.531614672700002 41.919251152600005 43.047778594550003 16.485385178400005 182.87454670205003 13.327513832500001 188.10488866565001 13.303774303900001 21.197160116700001 13.656939542650003 0.13041500000000003 0.11002000000000002 38.478081868400004 109.49014582065001 95.360362796200008 38.903925214650009 161.40546423680004 8.9626214023500008 0.15844000000000005 7.403539147550001 41.806790701050012 263.24299098985006 3.2025200283000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 -8 10 -10 11 -7 13 -12 15 -5 17 18 19 20 21 -16 -21 -24 25 26 28 -28 29 -25
right_child=1 -3 -4 5 -6 8 7 -9 9 -11 12 -13 -14 -15 16 -17 -18 -19 -20 22 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.038383953134423804 -0.0013272130028648072 0.00014784992840805451 0.00070127082260563122 -0.00062685655753092124 0.0091440696267319332 1.0031382866325111e-05 -0.0010138962879313309 7.3173607664910712e-05 -0.0013460616768613026 0.00014191372625552072 -7.5262331743134076e-06 0.0024618147621173411 -0.00030368715133536261 0.00064464365465703537 0.00024087156964579514 0.0014919857522476868 -0.0007194862653877867 0.00054103154142793523 -0.00081284847015167391 -0.00088713752008654889 0.0010296473844171865 -0.00082489057748939647 0.00075625949301004046 0.00029278665735127716 -0.00076468988855970784 -0.00060667834731900963 0.00090422581026474531 -4.0901087911066417e-06 -0.00063381694311247933 -2.6891265218625738e-05
leaf_weight=0.0010196311710024331 0.51276579991495097 1.0037247969970264 0.5131644793022464 0.50819265413837189 0.0017839590532004114 1.5135923463458314 1.009718869210132 1.0011841747187089 0.51108841493018964 1.006149980216122 4.4096427986440858 0.51324837396236933 1.5080547749315369 1.5108884850524189 2.0081327485223266 0.51618114792509928 0.50744223316894022 0.50841938123220742 0.51167299721912129 0.50591079970902697 0.5163075067698627 0.50714346100291319 0.5069201306314558 1.5134340152234589 0.51418823890353138 0.50481163933962747 0.50737178161719265 1.0042119230368567 0.51277850216192788 15.521027304806696
leaf_count=892 129 19 67 45 602 46 35 30 66 36 64 67 39 18 52 104 116 58 93 40 66 215 90 147 158 68 42 32 291 307
internal_value=9.26969e-08 -0.000350908 1.33424e-05 4.44135e-06 -0.00814129 5.01721e-06 -3.54674e-05 -0.000472668 0.000110853 -0.000359317 0.000186298 0.000630886 6.49948e-05 0.000158904 -2.50785e-06 0.000440826 -2.02133e-05 -6.09999e-06 -1.73922e-05 -5.19288e-07 0.00019692 2.59869e-05 -2.88993e-05 -7.8064e-06 -2.70974e-05 -7.71132e-06 8.15354e-06 0.000300791 -1.70554e-05 1.51066e-06
internal_weight=41.6902 1.51649 40.1737 39.6605 0.00280359 39.6577 28.685 2.0109 10.9727 1.51724 9.45543 2.02684 7.42859 5.92053 26.6741 1.02437 25.6498 25.1423 24.6339 24.1222 3.03158 2.51528 21.0907 20.5847 20.0778 19.5636 19.0588 1.51158 17.5472 17.0345
internal_count=4034 148 3886 3819 1494 2325 1989 65 336 102 234 113 121 82 1924 149 1775 1659 1601 1508 333 267 1175 1135 1045 887 819 74 745 454
is_linear=0
shrinkage=0.1


Tree=985
num_leaves=31
num_cat=0
split_feature=8 19 23 9 2 20 7 22 10 21 4 13 9 3 18 15 23 10 16 13 23 22 6 7 22 2 9 17 19 20
split_gain=1.59985e-05 1.74011e-05 0.000131685 9.26503e-05 8.52512e-05 7.42481e-05 5.00289e-05 0.000112246 2.16548e-05 4.26427e-05 0.000150524 3.77529e-05 0.00014207 0.000654145 2.24602e-05 5.03121e-05 4.18126e-05 6.59891e-05 9.99009e-05 3.22787e-05 2.47679e-05 3.02985e-05 9.87739e-05 2.45743e-05 2.39984e-05 2.46027e-05 2.21922e-05 2.60116e-05 1.75387e-05 1.72029e-05
threshold=8.8430989333000021 14.451165964200003 0.13041500000000003 187.94830913940004 219.24808729375005 41.942745071500006 23.165384528550003 -0.037054999999999998 61.998532946250002 10.003699902950002 206.89997069860001 117.58509325145 183.49441567960005 93.281431752200021 13.552878921100001 39.883592142850006 0.09013000000000003 62.068432857650002 22.654947022900004 117.47755492620001 0.097450000000000023 -0.033799999999999997 12.625294988000002 25.115444054700003 0.22598000000000004 183.39255704500002 195.10791980860003 186.57794620975002 14.251149826300002 36.620308449100001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 5 6 7 -5 9 10 -1 12 13 -10 16 20 19 -18 -19 -14 24 22 -22 28 25 29 27 -11 -23 -16
right_child=-2 2 -4 4 -6 -7 -8 -9 11 26 -12 -13 14 -15 15 -17 17 18 -20 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00010053417143882375 -0.00054924541539159847 0.0012975973070507611 0.0017042788284771259 -0.0017516871016264657 0.0010885250763212875 -0.0014063542171233699 0.00012799880125151841 0.0003019169044142773 0.019911534301881036 0.00014026344778654429 -0.0020264220583941363 0.00087315403865243315 -0.00043475837315727042 -0.086053339602216061 0.00059990545360623111 -0.0010275503269533994 0.00012799957026936169 0.0020636155424734585 7.8500964951861536e-05 0.00015101204920301786 -2.3740119647139482e-05 0.00041593677143669122 -0.0017313483187878596 -0.00065948070919466702 -0.00065148260954228296 0.00073222770666846486 0.00018663454717217064 -0.00087730746357018866 -0.00017491559082243537 8.0262244699060746e-06
leaf_weight=1.8597176394375501 0.52349587633911809 0.50925305969792489 0.50912700827757351 0.51473254455413531 0.51495942499641234 0.50938901862241426 2.5083730160040432 0.55113700636138718 0.0013946309916226651 0.50140237948736055 0.51910899088611628 0.50511701926432451 1.5059432560585762 0.0010005131116620084 0.50706794907474773 0.51259285938261356 2.5071408056227562 0.5136963355640487 0.50052174079105782 2.5063996815863305 1.0011269239152878 1.0079595713609895 0.51196774651359067 0.50403132672512008 0.5048224413781196 0.5099658254384164 2.5076943473114852 0.50344399323919564 1.0016166598434209 15.555835115459638
leaf_count=251 201 72 19 32 117 66 45 17 925 98 197 17 35 138 74 104 33 61 7 90 79 35 126 58 76 334 22 17 11 677
internal_value=9.22699e-08 7.07794e-06 0.00017064 1.77739e-05 -0.000123955 -0.000276853 -0.00011588 -0.000689815 -1.87655e-05 -0.000193881 -0.000520803 1.60198e-05 1.16874e-06 -0.0243527 3.16976e-06 -4.86493e-05 0.000151858 0.000403332 0.00108395 -6.88438e-05 -2.48733e-05 -0.000247972 -0.000601523 -3.51486e-05 2.77307e-05 4.842e-05 2.7523e-05 -0.000369556 0.000121443 2.67105e-05
internal_weight=41.69 41.1665 5.61697 5.10784 4.59859 4.08363 3.57424 1.06587 35.5496 5.89137 2.37883 29.6582 29.1531 0.00239514 29.1507 21.617 7.5337 3.52136 1.01422 4.01234 21.1044 4.0267 1.51309 2.51361 17.0777 16.5729 3.51254 1.00485 2.00958 16.0629
internal_count=4034 3833 368 349 277 160 94 49 3465 585 448 2880 2863 1063 1800 1574 226 101 68 125 1470 309 205 104 1161 1085 137 115 46 751
is_linear=0
shrinkage=0.1


Tree=986
num_leaves=31
num_cat=0
split_feature=15 4 16 2 20 6 18 20 2 16 8 20 2 4 4 10 21 10 17 13 22 21 23 18 23 23 23 22 22 9
split_gain=2.06259e-05 7.29285e-05 2.68457e-05 2.60334e-05 5.7826e-05 0.000198483 4.06126e-05 3.8642e-05 1.86136e-05 1.65813e-05 1.6441e-05 6.04739e-05 8.70797e-05 3.27473e-05 2.6241e-05 1.74189e-05 5.33616e-05 0.000259488 3.4025e-05 3.00835e-05 8.30559e-05 6.12455e-05 1.79698e-05 4.76304e-05 3.11195e-05 1.73077e-05 1.82922e-05 4.02938e-05 1.62049e-05 1.46522e-05
threshold=46.435439118750004 346.42057500560003 22.614947116400003 189.28685862455004 41.674196414850009 16.505385645700006 13.581061237400002 33.151194885250007 207.97896528700002 22.594947163200004 8.7431769115000026 40.00488309970001 67.858768990950011 198.14603809685002 273.21071223870007 61.987779113750001 8.7462497811500022 61.901748453550006 188.19076296340003 117.55283175385001 -0.084275000000000003 14.894616075700002 0.10791500000000002 14.030930991100002 0.10301500000000002 0.10220000000000003 0.096515000000000031 -0.116995 -0.028049999999999999 191.72037998490001
decision_type=2 2 2 2 2 2 2 2 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 -5 9 -1 -7 28 14 12 -12 -13 15 16 17 29 -18 21 -21 22 24 -24 25 26 -17 -28 -6 -9
right_child=1 2 -4 4 6 8 -8 10 -10 -11 11 13 -14 -15 -16 19 18 -19 -20 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.01734109167489508 -0.0013394842390882001 0.00064464695682318017 -0.00038714934436865625 0.0022848120665552129 0.00075251566453469814 0.00047345603826036485 -0.00092713433782445594 0.0003147980565708644 -8.2531713523942404e-05 -0.00022212756592265514 -0.00011585459755741053 -0.00083038534472127843 0.00173294511887953 0.0001551814560995348 -0.00075116127228123226 -9.4798878406203388e-07 -6.8273766128678593e-05 -0.002524134402483049 0.00088087566142416038 -0.00027063620337547736 0.0010119768365846656 -0.0011145611567592675 -3.8668592115139387e-05 -0.0011220813438707071 0.00079631975132209317 -0.00057256326214472596 -0.0002014412928789552 0.0010602947250131238 -5.0628996848275079e-05 -0.00024207192057205119
leaf_weight=0.0012822253396070895 0.50767924934690389 0.50560453253461546 0.50306541567422003 0.5213041085891067 0.5043321710320825 1.0048202590442765 0.51886758291189483 0.86262042138959838 1.502566932170019 1.0041332801641916 0.50243902611328184 0.50684223943794693 0.51681714074433671 1.0068764683002491 0.50849225321121139 20.076550543091511 1.5029934790832475 0.51279638887944923 0.50444520514611202 1.0040738762472758 1.0154686631485663 0.50723848628008994 2.0070577680754687 0.50861722544506127 0.5101472049388559 0.50476790050146192 0.50202496077281644 0.51046582601132395 0.50057275313801752 1.0447464776252671
leaf_count=171 80 40 28 465 94 17 551 196 54 33 21 77 64 31 210 1210 67 109 14 32 37 81 38 89 46 15 46 72 33 13
internal_value=8.72233e-08 -0.000361957 0.000130047 1.37526e-05 0.000214678 0.000509398 -0.000138427 -1.84994e-05 0.000140277 6.52694e-05 -1.91424e-05 0.000226129 0.000821585 -0.000174818 -3.85071e-05 -2.703e-05 -0.000210945 -0.000527121 0.000170236 2.96672e-06 0.000374289 -2.68779e-05 -4.4683e-06 -0.000257712 2.43537e-05 6.11619e-06 1.99669e-05 0.000434686 0.000352446 9.77654e-06
internal_weight=41.6897 1.51635 1.00867 40.1734 5.5566 3.02869 2.52791 34.6168 2.50739 2.00904 34.6155 2.53297 1.01926 1.51372 32.0825 31.574 4.4276 2.42016 2.00744 27.1464 2.01954 25.1269 24.6196 2.51567 22.104 21.5938 21.089 1.01249 1.0049 1.90737
internal_count=4034 148 68 3886 1247 536 711 2639 71 160 2468 193 85 108 2275 2065 399 318 81 1666 69 1597 1516 127 1389 1343 1328 118 127 209
is_linear=0
shrinkage=0.1


Tree=987
num_leaves=31
num_cat=0
split_feature=8 8 16 19 22 2 4 23 7 10 20 13 18 15 19 22 20 23 6 12 22 21 20 15 2 20 20 16 12 10
split_gain=2.33266e-05 2.95435e-05 2.78455e-05 1.47296e-05 6.4826e-05 0.000109582 5.27519e-05 0.000114532 9.30943e-05 3.01999e-05 8.61685e-05 0.000159718 2.73055e-05 4.11007e-05 3.7591e-05 0.000403346 3.47617e-05 2.20226e-05 4.52991e-05 0.000118034 2.56187e-05 2.0876e-05 2.49371e-05 2.05194e-05 4.95458e-05 1.7923e-05 3.10372e-05 7.32867e-05 2.88535e-05 1.3868e-05
threshold=8.8430989333000021 8.7431769115000026 22.614947116400003 14.451165964200003 -0.026144999999999998 224.95410153095003 224.82737758030004 0.10932000000000001 23.032902590750002 61.987779113750001 40.633548727200008 117.67112391160002 13.552878921100001 39.883592142850006 14.351157895250003 -0.086719999999999992 42.006870117350005 0.097450000000000023 11.895277931250002 199.78749241660003 0.22598000000000004 4.9769392210500003 38.121007182500009 39.15620581320001 86.324034997400005 36.620308449100001 38.748048509250005 15.344964116800002 86.968866757150025 62.165217350350012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 9 5 6 8 -8 -5 10 21 -12 14 17 16 -16 23 20 -19 -20 25 22 -1 24 -11 -14 27 -27 -28 -30
right_child=-2 2 -4 4 -6 -7 7 -9 -10 12 11 -13 13 -15 15 -17 -18 18 19 -21 -22 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=2.4641650558140673e-05 -0.00066349325185466399 0.00074645686102973487 6.7895429246079219e-05 0.0013664583718416572 0.0011519310752898346 0.0014132584482698122 -0.0018031103779263425 -7.3734973025833581e-05 -0.00013759174010591311 0.00012381199961344216 -0.0023279276092396739 0.00017681333755898904 0.00061222405925471211 -0.00094750662032579429 -9.4022923886493475e-05 0.0029711622329571018 -0.00080083036307135856 4.3856838977297332e-05 -0.0018992972555625792 -4.4705668473774273e-05 -0.00069619515956106535 0.00023717353238948734 -0.00086130577246360397 0.00026436852133295349 -0.0010198666681930592 0.0003318622036751612 0.00078760045841456613 -0.0013685815536245798 -0.00022559769506946953 5.7834706848016502e-05
leaf_weight=0.85860734371393121 0.52309061016601432 1.0109818294521766 1.5050352779789475 0.51813143407980566 0.56557366313316215 0.50960666532501608 0.51393704042536326 1.5026181756228281 2.0001541827205074 1.5020939957261696 0.51532716186737204 0.50314792685445142 0.50734975917707359 0.51299019278531588 2.5016359129209609 0.51823763866978811 0.50557967764472511 2.0023508713516267 0.52181345344307306 1.0023964952694155 0.50470662497460139 1.5038484251827766 0.50432488218692662 2.5068529095533449 0.5065224842918522 0.50182290716959943 0.50515555965163095 0.51210106433154579 2.0018304711986721 12.541863687149341
leaf_count=152 201 29 36 88 73 50 88 18 22 30 309 56 201 107 45 97 154 147 153 53 156 19 19 33 75 94 41 76 25 1387
internal_value=9.02342e-08 8.52217e-06 0.000340554 -1.30919e-05 0.000136725 2.29015e-05 -0.000133341 -0.000514482 0.000171863 -3.85295e-05 -0.000300425 -0.00109053 -3.62916e-06 -6.33506e-05 0.000153191 0.000431991 -1.44907e-05 -4.13344e-05 -0.000268838 -0.000679625 5.65328e-06 -1.9725e-05 -0.000303185 7.35527e-05 -0.000164595 2.70308e-05 8.54718e-06 -0.000526978 4.46285e-05 1.88224e-05
internal_weight=41.6897 41.1666 2.51602 38.6506 5.61002 5.04445 4.53484 2.01656 2.51829 33.0406 3.88526 1.01848 29.1553 21.1144 8.04092 3.01987 5.02105 20.6014 3.52656 1.52421 17.0748 2.86678 1.36293 4.51547 2.00862 16.5701 16.0628 1.01392 15.0488 14.5437
internal_count=4034 3833 65 3768 339 266 216 106 110 3429 555 365 2874 2440 434 142 292 2333 353 206 1980 190 171 138 105 1824 1623 170 1453 1412
is_linear=0
shrinkage=0.1


Tree=988
num_leaves=31
num_cat=0
split_feature=15 21 19 8 8 19 20 4 21 6 3 9 9 2 20 17 18 4 13 3 16 22 22 23 20 6 16 21 15 12
split_gain=2.37653e-05 7.88028e-05 2.11825e-05 1.94913e-05 2.91316e-05 3.68611e-05 6.05795e-05 2.91247e-05 1.83942e-05 8.42307e-05 9.20605e-05 5.79309e-05 2.44296e-05 2.28346e-05 4.98681e-05 9.8176e-05 3.21657e-05 2.48272e-05 2.39617e-05 4.93052e-05 4.18513e-05 8.78977e-05 3.64102e-05 2.32481e-05 7.70749e-05 2.00509e-05 2.25484e-05 1.69681e-05 2.11953e-05 1.5615e-05
threshold=46.435439118750004 15.285239689500001 14.651182102100002 8.8430989333000021 8.7431769115000026 14.151141757350002 42.599563320500003 142.34057910165004 14.412800938450001 16.465384711100004 93.894400205900013 201.14010537530001 177.77223095870002 189.28685862455004 41.481306584950012 189.19102531915004 13.552878921100001 273.21071223870007 117.60660091645001 93.431985407450014 22.624947093000003 -0.06483499999999999 -0.082334999999999992 0.10546000000000001 38.179089776100007 16.425383776450001 22.674946976100003 8.9626214023500008 39.540459766400012 69.826413229550027
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -7 -1 12 11 -11 -10 -9 17 15 -15 -16 18 20 -20 23 25 -21 27 -25 -22 -27 28 29 -14
right_child=1 -3 -4 -5 5 6 -8 8 9 10 -12 -13 13 14 16 -17 -18 -19 19 22 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.015327039411002727 -0.0013974857707694177 0.00012663023295202827 0.00065323790258546783 -0.00060264762973146748 2.9320534158887346e-05 0.0015742691688503169 2.760659709039854e-05 0.011375764609415707 0.0010934544644371255 -0.001897287625074154 1.3950482021634067e-05 -0.00042102858585754959 0.00055245132379419212 -0.00015892967634353631 0.00017552863285006171 0.0018068163955044924 -0.00069215177975498162 -0.00071453277225212773 -0.00084548405136522389 0.00044564620293265149 -0.00032684283694294088 0.0011318634812491821 -0.00034184602759004053 0.00010789641710410618 -0.0013979867086933223 0.00077672113269572352 -0.00016989653047987837 -0.00056502164391506848 0.00065653437477404455 -1.1963441892454427e-05
leaf_weight=0.0012384420678362975 0.51246858645403293 1.0035767145038077 0.51298834930297843 0.51841236486427433 1.5014086283795214 0.51244244558893115 0.50065963618089881 0.0018905364136462257 0.50990118353916314 0.50777295932266475 0.50038147906081054 0.50046654691511594 0.5021320035618001 0.5013055803558325 2.5060106506001745 0.51515650215610831 0.5150513962223483 0.5084347331504685 1.0101150851114646 1.0070922933935551 1.0030421210235552 1.0133297723732528 1.407942896850727 1.0055166469640953 0.51343441822354319 0.5048585588212402 0.50168152253900189 0.51309797109085664 0.50581502617491381 20.571773689795293
leaf_count=27 129 19 67 154 16 38 4 1285 215 25 25 59 5 26 22 265 236 107 13 30 18 20 36 68 69 39 8 141 30 838
internal_value=9.51256e-08 -0.000388566 1.47623e-05 6.50389e-06 1.45717e-05 0.000343831 0.000809932 -8.03221e-06 -8.55073e-06 -0.000301987 -0.000948675 0.000343284 8.56419e-06 7.9432e-06 0.000231455 0.000837337 2.76005e-05 -2.15787e-05 -9.858e-06 -0.000258829 2.2159e-05 0.000372493 -1.34544e-05 -2.26927e-05 -0.000401121 -1.04185e-05 0.000304906 3.32541e-06 1.68389e-05 1.48498e-06
internal_weight=41.6894 1.51605 40.1734 39.6604 39.142 2.51451 1.0131 36.6274 36.6262 2.01852 1.00815 1.01037 34.6077 34.6058 4.03752 1.01646 3.02106 30.5683 30.0598 3.42515 26.6347 3.02291 2.41504 23.6118 1.51895 2.00958 1.00654 22.0928 21.5797 21.0739
internal_count=4034 148 3886 3819 3665 58 42 3607 3580 324 50 274 3256 1971 549 291 258 1422 1315 79 1236 85 66 1151 137 65 47 1014 873 843
is_linear=0
shrinkage=0.1


Tree=989
num_leaves=31
num_cat=0
split_feature=15 7 23 4 20 3 23 5 6 22 15 22 17 2 22 6 6 19 7 12 12 15 7 2 14 5 15 23 23 23
split_gain=1.92437e-05 7.61154e-05 2.48984e-05 1.97012e-05 0.0010224 0.00144313 0.00120393 0.000756608 0.000116478 2.27795e-05 0.000128439 5.82606e-05 0.000105246 0.000139684 9.99735e-05 0.000270984 4.72882e-05 0.000122949 0.000104668 3.4515e-05 3.66579e-05 2.9428e-05 5.52542e-05 2.47406e-05 2.04317e-05 1.96319e-05 3.72406e-05 7.59984e-05 2.22381e-05 1.66756e-05
threshold=46.435439118750004 23.514778597300005 0.092260000000000023 313.22340827140005 42.719328117250008 90.203147192800017 0.086030000000000009 22.53967987815 13.78532209185 -0.037054999999999998 41.800301886400014 -0.053159999999999992 185.45496942040003 78.595990734650016 -0.067109999999999989 14.865347326450001 16.455384477450004 14.451165964200003 23.032902590750002 92.218642671200016 103.54784004735002 43.890399822900008 23.085048345000001 49.864842700850012 289.25304191355002 16.787983692950004 31.385732506450001 0.092505000000000018 0.088435000000000027 0.096515000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 9 5 7 -7 8 -5 11 16 14 -13 -14 21 23 17 19 -18 -11 -21 24 -23 -16 25 28 27 -27 -1 -22
right_child=1 2 -4 4 -6 6 -8 -9 -10 10 -12 12 13 -15 15 -17 18 -19 -20 20 29 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00088325126793120938 -0.0013481145988787175 -0.00034510635537235668 0.00064858164498186985 0.031607663954837655 -3.1088208420847019e-05 0.098589187454247468 0.016271937415695194 -0.079383155517142576 -0.010495625970910137 0.00085148734932536784 0.0016638263349478184 -7.8973959481771193e-05 -9.61124323226199e-05 -0.002443680394585721 0.00033144028377425964 0.0026476524469185099 0.00063613941238276756 0.0016363968102605835 -0.0010726851114926845 -0.00081979494349786869 -4.8551083129628442e-05 -4.16524632588453e-05 -0.0013238739453487124 -0.00066104169633144066 0.00061308461014030185 0.0014451861755762887 -2.8770347168028484e-05 -0.00027554937809349037 -0.00014126044302709666 0.00022560764094256116
leaf_weight=0.50584943391462678 0.50778245555544854 0.50294553451811219 0.50569027460551297 0.0014992666244939001 0.50723198211576959 0.003574436355729238 0.0035327242982834406 0.0013207635304297582 0.0011697056096764413 0.51036843686301736 0.51315895140443935 2.503902566996286 0.49983722002798436 0.51421153390779217 0.50111091136932107 0.51917399025963451 0.55637418000531802 0.5117720755843046 1.0075494845902886 0.50733393902057677 6.0148517393048841 1.0022753351157252 0.5056184351555969 0.50357021233519261 0.50726275999819748 0.5180188973842792 15.923710783142107 0.50874769165161737 2.004650251524434 3.515163999724491
leaf_count=325 84 43 21 292 371 41 28 17 48 59 45 30 4 36 2 70 193 28 30 94 407 25 46 48 197 507 517 105 212 109
internal_value=9.62524e-08 -0.000349598 0.00015309 1.32963e-05 0.000625821 0.0306527 0.0576721 -0.0174786 0.0131554 5.28991e-06 0.000112975 -4.80555e-05 -0.000427053 -0.00128654 9.91394e-06 0.000792595 4.99305e-05 0.000122713 -0.000464762 4.92697e-05 8.47938e-06 -4.56218e-05 -0.0004716 -0.000166015 -1.34542e-05 -2.97853e-05 8.86807e-06 0.000592587 -0.000290767 5.25729e-05
internal_weight=41.6893 1.51642 1.00864 40.1728 0.518329 0.0110969 0.00710716 0.00398974 0.00266897 39.6545 13.1366 26.5179 3.51795 1.01405 23 1.52386 12.6234 11.0595 1.56392 10.5477 10.0373 21.4761 1.50789 1.00468 19.9682 19.461 16.9505 1.02677 2.5105 9.53002
internal_count=4034 148 64 3886 797 426 69 357 340 3089 965 2124 70 40 2054 120 920 697 223 669 610 1934 71 50 1863 1666 1129 612 537 516
is_linear=0
shrinkage=0.1


Tree=990
num_leaves=31
num_cat=0
split_feature=23 8 23 16 22 23 7 13 15 3 22 9 20 7 16 5 17 9 8 21 14 22 20 20 20 6 8 23 19 9
split_gain=1.83993e-05 0.000190522 2.21428e-05 5.6046e-05 0.00010583 3.72908e-05 0.000170503 0.000313886 8.12942e-05 3.57319e-05 4.83051e-05 0.000166548 2.61827e-05 0.000659492 0.000645893 8.1658e-05 0.000128124 2.19393e-05 4.1733e-05 6.24546e-05 3.63321e-05 2.84523e-05 4.53595e-05 3.0855e-05 2.40345e-05 8.56719e-05 0.000139591 7.66947e-05 5.12234e-05 0.000111084
threshold=0.13041500000000003 8.4434108459500017 0.10249000000000003 22.534947303500005 -0.11963999999999998 0.09914000000000002 21.725272673150005 116.53390612245002 31.385732506450001 93.216908757050007 -0.086139999999999994 186.68586460755003 34.654301448200009 22.181995028450004 22.744946812400002 13.264960807550002 239.21206428850002 204.68881850780005 8.6432548896500023 13.279159471700002 168.39662374755002 -0.083064999999999986 42.388109226950007 40.720231579350006 40.636252116050009 16.455384477450004 8.4434108459500017 0.09013000000000003 14.451165964200003 198.49982034990003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -7 -5 -11 -12 -8 14 -14 16 -15 18 24 -20 -19 22 23 -22 28 27 -27 -26 -17 -30
right_child=1 -3 3 9 -6 8 12 -9 -10 10 11 -13 13 15 -16 17 -18 20 19 -21 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.013821955255087998 -0.00012165495722936305 0.0019931972481484904 0.00017722931692648467 0.00023076043292846439 -0.0018560078117643465 -0.00028506013219745059 0.012890751263414544 -0.056707726883102827 0.0015046979618731683 1.2000563566082793e-05 0.00015651807697120184 -0.0020570879832766164 0.0011974836844355135 -0.005385996874812473 0.096780492321416986 2.2680481528263068e-06 0.043486219188911254 0.00094305960478241544 -0.0014728158095846874 9.923038262121196e-05 0.00085702166980965188 -6.8417366562288707e-05 0.0011656342551982161 3.1532151019421143e-06 -2.5288089860997921e-05 -0.00027847727202483919 -0.0020696699972053518 0.0012473722083188134 0.0017918632088086838 -0.00030321930633454234
leaf_weight=0.0011234215113721238 2.5054854558715145 0.51323479518606507 0.50172606789935248 2.5111678354305695 0.52268709925814139 0.50481366698038221 0.0015757347889316922 0.0014395685016594939 0.51036866302958028 2.5057801009635701 0.8606926643533368 0.56171098046470203 0.0014350864052151682 0.0010534592934184897 0.0013933945973292339 8.5383908187602682 0.0010929500873761988 0.50709629124156386 0.50781805952958936 0.50307142541805661 0.50920903124724848 5.5251347717135149 0.51174243689476195 2.5054313868039895 6.0244051790228337 3.0150372793647073 0.50845655578063098 0.51391612745219095 0.51114875114217173 0.50124756569130113
leaf_count=482 81 41 62 32 181 66 166 250 71 40 13 55 51 761 11 262 101 67 31 12 116 267 84 67 387 104 38 94 26 15
internal_value=1.31396e-07 0.000237907 -1.84301e-05 -0.000173159 -0.000860191 1.8577e-05 -1.46822e-06 -0.0257928 0.000614716 -6.38614e-05 -0.000252204 -0.000717641 7.21443e-07 4.85971e-08 0.0482845 -4.47601e-06 0.0194997 -5.86305e-06 -6.39064e-05 -0.000690483 0.00011937 7.32245e-05 0.000295149 0.000147382 -3.16109e-05 -0.000139464 -0.000536955 7.47438e-05 8.20127e-05 0.000754567
internal_weight=41.6889 3.01872 38.6702 7.46376 1.02441 31.2064 30.1912 0.00256299 1.01518 6.43935 3.92818 1.4224 30.1887 30.1871 0.00282848 30.1843 0.00214641 30.1821 20.6235 1.01089 9.55861 9.05152 3.52638 3.01464 19.6126 10.0618 3.52349 6.53832 9.55079 1.0124
internal_count=4034 122 3912 383 243 3529 3392 732 137 140 108 68 2660 2494 62 2432 862 1570 969 43 601 534 267 183 926 623 142 481 303 41
is_linear=0
shrinkage=0.1


Tree=991
num_leaves=31
num_cat=0
split_feature=8 22 14 22 17 17 5 18 15 15 20 14 21 6 4 8 21 12 21 21 21 22 4 4 22 18 21 23 13 5
split_gain=1.98691e-05 1.93883e-05 2.41859e-05 2.18151e-05 0.000266618 0.000772503 0.000247293 0.000298727 6.13754e-05 3.9284e-05 8.79579e-05 3.61118e-05 0.000108728 3.0291e-05 8.23239e-05 2.35949e-05 8.87159e-05 3.11676e-05 1.91504e-05 6.73877e-05 3.11048e-05 7.69362e-05 2.74384e-05 2.68492e-05 6.65971e-05 2.63374e-05 2.35669e-05 2.49258e-05 2.33388e-05 8.13241e-05
threshold=8.8430989333000021 0.26941000000000009 143.06733454090002 0.010890000000000002 179.11813834395002 174.76883460675 13.524641568350001 17.570773586450002 41.800301886400014 46.074827201850006 43.018222997350009 300.01056687215004 13.996357022800002 13.715320456250003 200.82959231350003 8.6432548896500023 7.6683431583000008 106.61257222060001 4.5452899713000017 5.1781607048500016 3.5208369948500002 -0.088224999999999984 250.05420802265002 190.59884082990001 -0.081354999999999997 13.86460725495 5.7087410616000005 0.088655000000000025 117.58509325145 22.246947245750004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -6 15 11 -11 13 -13 14 -8 16 17 -5 20 -20 22 -22 23 -15 25 -25 27 -21 -28 -30
right_child=-2 -3 3 8 6 -7 9 -9 -10 10 -12 12 -14 18 -16 -17 -18 -19 19 26 21 -23 -24 24 -26 -27 28 -29 29 -31
leaf_value=-0.012270350167819062 -0.00061228954538773131 -0.00060695905557124651 0.0085338100253581402 0.00089005919734552741 -0.0641486984405404 -0.096392812021051474 7.3199313551958542e-05 0.0078176715975400712 0.0012224911574228968 -0.0015540001710784347 0.00030829764512344177 0.0016043548115520581 -0.00045982072520380234 -2.9618990364292463e-05 -0.0014889008833921919 0.0007218339519320002 -0.0012310280462897766 7.7721240134559966e-05 0.0007057557260513786 4.2042993935379451e-05 -6.5823310012632884e-05 -0.0010748178100263767 -0.0006690127991379975 -0.00052531060071464857 0.0013864070606055623 0.00049764618849296356 -2.3680020193766432e-05 -0.0006626624054367527 0.0010317334903481681 -1.9911226313209572e-06
leaf_weight=0.0016022420403690721 0.52309280661997704 0.50649679225921218 0.0019264248989845243 0.50926546948560858 0.0013122595680587429 0.0011036441329296369 1.0015941476843355 0.0010291271376916041 0.50916208164288512 0.51060848533686132 0.50389915613482938 0.51837111110397405 0.50259375928509342 4.3711374535090224 0.50872872759203591 0.55156508951040439 0.50863934089358132 6.5092525226787563 1.5210344656520671 1.002115106267943 3.0026530278856001 1.0098695017567534 0.50902398290684381 0.50351938883028535 0.51245117635516946 0.50322442654666588 10.547960103282049 1.0055651172042415 1.0183901955997487 3.0116518476648366
leaf_count=29 201 152 596 67 364 164 49 309 35 106 48 271 37 107 124 19 207 306 53 29 85 22 57 31 85 28 355 15 34 49
internal_value=1.42936e-07 7.92511e-06 1.55848e-05 1.6069e-05 -2.18365e-05 -0.0296837 -1.90337e-05 -0.0325168 0.00015762 -1.66607e-05 -0.000629009 3.34687e-06 0.000588216 -1.65383e-05 -0.00045297 9.0506e-05 4.42444e-05 0.000136665 6.57474e-06 6.87146e-05 -0.000101489 -0.000319767 3.5375e-05 9.6246e-05 0.000458394 -1.39821e-05 1.0293e-05 -0.000310915 5.45297e-05 0.000259231
internal_weight=41.6888 41.1657 40.6592 40.6576 32.0698 0.00303007 32.0667 0.00234139 8.58788 32.0644 1.01451 31.0499 1.02096 30.0289 1.51032 8.07872 7.52716 7.01852 28.5186 18.1067 10.4119 4.01252 6.39936 5.89033 1.51919 1.00674 16.5857 2.00768 14.578 4.03004
internal_count=4034 3833 3681 3652 3018 760 2258 673 634 1585 154 1431 308 1123 173 599 580 373 950 535 415 107 308 251 144 59 482 44 438 83
is_linear=0
shrinkage=0.1


Tree=992
num_leaves=31
num_cat=0
split_feature=23 6 8 22 15 22 15 22 3 22 6 22 18 22 20 23 20 22 21 5 2 9 21 23 23 6 20 3 9 6
split_gain=1.7386e-05 3.27369e-05 2.19228e-05 1.48875e-05 3.04009e-05 1.73949e-05 4.39249e-05 4.09731e-05 0.000207756 0.000106712 0.000280089 4.97826e-05 0.000120831 4.93215e-05 7.62895e-05 2.66775e-05 7.62289e-05 0.000146309 2.94694e-05 3.5365e-05 1.95951e-05 1.87105e-05 3.9611e-05 6.98125e-05 1.43028e-05 2.30109e-05 1.80823e-05 9.40144e-05 0.000131649 3.19042e-05
threshold=0.41214500000000009 15.155354102400002 8.8430989333000021 0.26941000000000009 17.855957135100002 0.010890000000000002 41.800301886400014 -0.053159999999999992 93.281431752200021 -0.067109999999999989 14.865347326450001 -0.018034999999999999 13.314799198000001 -0.037054999999999998 42.522337019050006 0.10546000000000001 41.092444989200011 -0.117885 15.285239689500001 24.041678002600005 49.864842700850012 196.26893085885004 4.5452899713000017 0.13041500000000003 0.10335500000000002 13.65531905435 42.434124620650003 93.181958801350021 206.22988073345002 16.545386580300001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 7 21 9 11 15 20 13 -13 -9 -15 18 17 -17 19 24 -11 -7 23 -23 25 -6 -27 28 -28 -29
right_child=1 -3 -4 -5 5 6 -8 8 -10 10 -12 12 -14 14 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 26 27 29 -30 -31
leaf_value=0.01303392021776352 -4.085893914972854e-05 0.00069535207678733701 -0.0006600451807566611 -0.00054602202462030196 -0.00066435711465269334 -0.00024475926688380503 0.0010259240888750372 -0.00016959843049505353 -0.0021798663469085357 0.00030109319606825885 0.0027162147037829111 0.0003716195467820457 -0.0018081041468599223 0.0015086787110816144 6.7502932085170055e-06 0.00019909387520611303 4.9596851368727e-05 -0.0022045858089164488 0.00076270586836873762 -0.00083206989904051299 -0.00058214061603895941 0.0015346296869401985 3.6095100748087037e-05 -0.00012545384741313381 0.00054140705769478411 -2.4160440958725137e-05 0.0021274683679426156 -0.00056083806122923243 -0.00014038178481279068 0.00041517603861047605
leaf_weight=0.0017893315772771192 1.502294171594037 1.0101034280941688 0.52185788097874919 0.50669745529378118 0.50555794353975869 1.5499220386281614 0.50835933039158554 3.5084411080834879 0.51799428915780854 0.50100904703140081 0.52059346433856735 0.50279261861579916 0.51461474339377888 0.51040078038927861 1.0023693364369135 0.50151193081737255 2.005775801671966 0.51151202358184289 0.51001377187966923 0.50627830966001042 0.50374376032047219 0.51391127124828251 5.511061057121764 0.49958040565252304 0.50271234673705478 13.905714748280049 0.51755302449390794 1.0056343034382083 0.5064502787779368 0.50215262106121361
leaf_count=915 51 36 188 148 340 258 33 38 105 2 70 7 87 49 14 35 42 58 109 403 51 94 78 2 17 437 181 110 64 12
internal_value=1.22439e-07 0.000255133 -1.62316e-05 -7.53972e-06 -3.87269e-07 -9.9868e-07 0.000124329 -3.73844e-05 -0.00025791 2.5464e-05 0.000833676 -9.30442e-05 -0.000730906 3.62006e-05 0.000513493 -3.19268e-05 -0.000307521 -0.00101461 1.31366e-05 -8.15846e-06 -0.000141726 6.75652e-05 0.000141759 0.000716325 1.57515e-05 1.54979e-07 2.0593e-05 0.000266398 0.00100584 -0.000235787
internal_weight=41.6884 2.5124 39.176 38.6541 38.1474 38.1457 8.58283 29.5628 6.55661 23.0062 1.52535 6.03862 1.01741 5.02121 1.51277 21.4809 3.0188 1.01302 18.4621 17.9521 1.00475 8.07447 6.52455 1.01349 17.4458 16.9431 16.4375 2.53179 1.024 1.50779
internal_count=4034 87 3947 3759 3611 2696 465 2231 300 1931 123 195 94 101 63 1808 135 93 1673 1564 53 432 174 96 1161 1144 804 367 245 122
is_linear=0
shrinkage=0.1


Tree=993
num_leaves=31
num_cat=0
split_feature=15 7 19 3 5 10 5 21 13 7 10 17 20 17 7 21 18 16 21 22 2 3 6 20 21 23 20 22 5 20
split_gain=1.74222e-05 8.75941e-05 3.46959e-05 2.83002e-05 1.84642e-05 5.69289e-05 0.000506378 0.000343575 1.85372e-05 9.10028e-05 4.73705e-05 6.91027e-05 0.000128427 4.37936e-05 5.49003e-05 2.31323e-05 5.81419e-05 2.7819e-05 7.91865e-05 0.000327355 4.13248e-05 1.84573e-05 6.90909e-05 2.35632e-05 7.02829e-05 2.60122e-05 2.49849e-05 9.03935e-05 2.22262e-05 1.96632e-05
threshold=46.435439118750004 23.514778597300005 14.651182102100002 92.913112988300014 12.290720980000001 61.622148808000013 24.628131835750001 3.4465547941500003 117.64961624655002 22.105125139000005 61.987779113750001 185.24175881545003 40.720231579350006 188.19076296340003 23.604435110900003 14.894616075700002 13.091807150500001 22.624947093000003 12.315862460400002 -0.078504999999999991 169.97615743665003 93.281431752200021 16.555386813950005 41.975471476700008 4.797392351550001 0.11002000000000002 41.385032804600009 -0.097294999999999993 21.991679690250006 42.066503896600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 -1 6 -6 -8 9 -7 11 -11 -13 -10 -15 17 -17 21 19 20 -19 23 -23 25 -25 26 28 -28 -12 -26
right_child=1 3 -4 -5 5 8 7 -9 13 10 15 12 -14 14 -16 16 -18 18 -20 -21 -22 22 -24 24 29 -27 27 -29 -30 -31
leaf_value=-0.010398493738531668 -0.0014041961870864014 0.00073652313630781225 0.00082947304720235862 -0.00032268995470910461 -0.058165735389386908 -0.028588099119594174 0.055964572970571363 -0.021411406579588954 -0.00013371301836199076 9.9901195471172659e-05 -1.6797788896907966e-05 6.7699182777939448e-05 -0.0021848316145125332 0.0010502797539211413 8.5068945131886839e-06 0.0003018465977607403 -0.0012131819672676781 -0.00084721336228235026 -2.1146357916371624e-05 0.0028825085465729538 0.00043234160268753105 -0.0012983147138324379 0.00012869680172098924 0.0012788792098808567 0.00067408210937243494 -0.00075894668858111274 2.21636063521517e-05 -0.0015157582355820082 0.00065700336772120914 2.6931659639475746e-05
leaf_weight=0.001706848397609372 0.50751929644331051 0.50401351838888764 0.51341994449125294 0.50496815140151474 0.0014679587154212128 0.0011149289020754285 0.0011406662833885473 0.0011548785601181999 1.9097083378337623 1.0012107109650892 15.067790179368854 0.50039726821705677 0.51219565668351663 1.0205888659247651 1.002995159869897 0.50341297233671545 0.50985762632573495 0.5050492266316835 3.5021277922553224 0.51901192579756994 0.50455960214276274 0.51267362395655403 1.0032034906125773 0.51392491472715285 0.50313868655575777 0.51478451080015375 1.5020207767941403 0.51261201102868525 0.50599435104498169 7.0245052587414394
leaf_count=1038 84 18 67 46 64 350 146 232 38 5 711 3 39 39 22 25 84 30 24 85 16 78 16 250 8 125 32 65 44 250
internal_value=1.24306e-07 -0.000332599 1.26848e-05 0.000206416 2.11056e-06 2.55821e-06 -0.0122959 0.0170371 3.72547e-06 -1.89632e-05 -1.80714e-05 -0.000489205 -0.00107169 0.000209769 0.000533922 1.00781e-05 -0.000460486 2.46632e-05 0.000240969 0.000841487 -0.000207746 -1.46772e-05 -0.000353922 4.99224e-06 0.000147432 -5.82806e-05 -3.77732e-05 -0.000369152 5.0941e-06 7.01864e-05
internal_weight=41.6883 1.5165 40.1718 1.00898 39.6583 39.6566 0.0037635 0.00229554 39.6529 35.7196 35.7185 2.0138 1.01259 3.93329 2.02358 33.7047 1.01327 32.6914 5.03075 1.52862 1.00961 27.6606 1.51588 26.1448 8.04157 18.1032 17.5884 2.01463 15.5738 7.52764
internal_count=4034 148 3886 64 3819 2781 442 378 2339 2240 1890 47 42 99 61 1843 109 1734 155 131 46 1579 94 1485 508 977 852 97 755 258
is_linear=0
shrinkage=0.1


Tree=994
num_leaves=31
num_cat=0
split_feature=8 8 2 20 5 22 23 22 16 22 0 15 6 18 15 16 22 9 5 22 7 22 20 9 8 6 9 5 20 4
split_gain=1.80976e-05 2.13035e-05 2.68661e-05 8.70116e-05 1.27761e-05 4.32394e-05 0.000113838 5.59711e-05 0.000183143 4.16838e-05 0.000147537 0.000176484 4.4765e-05 3.32263e-05 3.15086e-05 2.38552e-05 2.18352e-05 2.71112e-05 2.34506e-05 3.81005e-05 0.000138942 2.13934e-05 0.000143779 4.14702e-05 3.86282e-05 2.34886e-05 2.34065e-05 1.98783e-05 1.81733e-05 2.69785e-05
threshold=8.8430989333000021 8.7431769115000026 74.580378076100018 41.32819714970001 21.500664456800006 0.0041150000000000015 0.10301500000000002 -0.053159999999999992 22.634947069650003 -0.088224999999999984 86.382848189450016 45.169600924000008 16.415383542800004 13.258241318650002 37.606388722050006 22.644947046300004 -0.101395 193.67618212375001 20.769304081650002 -0.085584999999999994 23.433599577300004 -0.059424999999999999 40.00488309970001 206.54353961905005 8.543332867800002 16.495385412050002 203.36975145060003 21.042547594650003 42.719328117250008 180.08554717660002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 14 7 -7 9 -9 15 12 -12 -11 -14 16 -6 17 -1 21 -20 -21 22 -18 26 25 -23 28 -22 29 -24
right_child=-2 2 3 -5 5 6 -8 8 -10 10 11 -13 13 -15 -16 -17 18 -19 19 20 27 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0008848052719528229 -0.00058435323711301479 -0.00011232777453234413 0.0016217583360818421 1.6379836518479401e-05 -1.379824510098528e-05 0.0017596854432790313 -0.0003156747819622861 -0.0020217036119630576 0.00064683391847041212 -0.00087921837888039122 0.0026741292911794186 4.610453176327008e-05 -0.00016213105642396558 0.00059459470847305588 -0.00083040913085423635 -0.00072685162676876594 -0.0017902367846348065 8.2934641100778397e-05 2.0603177986963088e-05 -0.002021599560916367 -0.00062560777826942571 3.3069834107106563e-05 0.00077004036998907111 -0.00085455524684957323 0.00089433366415492255 -0.00066455433346930548 0.00074315111699327428 0.00014592691392908356 -0.0005421385878776455 -4.7845295786515927e-05
leaf_weight=0.50652500796608668 0.52312320208896679 1.0012403426453613 0.50824898483105574 1.0056207095152894 6.0124328476888627 0.50981538195355891 0.54883174730707651 0.51455679111005526 0.51418029500221785 0.50343223106767165 0.51724107766472094 0.50503594365727622 1.3678244217003306 1.0077124269821736 0.50804479304780059 0.50888967154544129 0.51112602808175811 2.515943497324673 2.0047631837851441 0.50994570185500565 0.50094494435325021 13.046311077281063 0.50485459024821588 0.50769700862423173 0.50934969818627074 0.50116883318696714 0.50383631461071754 1.0016859085718577 0.50255001640813279 2.0050281572330273
leaf_count=650 201 9 33 23 566 169 18 100 46 28 54 30 51 35 66 51 190 427 25 33 6 783 29 160 35 8 22 72 47 67
internal_value=1.22009e-07 7.54953e-06 0.000289555 0.000555351 -1.08018e-05 7.23074e-05 0.000683762 1.57799e-05 -0.000687923 8.52374e-05 0.000343798 0.00137581 -2.26516e-05 0.000158875 -5.05762e-05 -6.94412e-05 -3.51191e-05 0.000217317 -6.88656e-05 -0.000287958 -0.000595321 -2.15242e-05 -0.000210379 -9.70513e-06 3.94053e-05 7.26227e-06 0.000112279 -0.000111286 6.7638e-06 0.00011667
internal_weight=41.688 41.1648 2.51511 1.51387 38.6497 12.51 1.05865 11.4513 1.02874 10.4226 3.90125 1.02228 2.87897 2.37554 26.1398 6.52132 25.6317 3.02247 22.6093 4.01734 2.01258 18.5919 4.53509 4.02397 14.0568 13.5475 3.51627 1.50263 3.01243 2.50988
internal_count=4034 3833 65 56 3768 1148 187 961 146 815 198 84 114 86 2620 617 2554 1077 1477 136 111 1341 515 325 826 791 165 78 143 96
is_linear=0
shrinkage=0.1


Tree=995
num_leaves=31
num_cat=0
split_feature=15 7 19 23 9 0 23 20 21 20 6 21 23 4 23 15 9 9 16 6 2 21 21 20 6 16 19 0 21 14
split_gain=2.02086e-05 8.86609e-05 2.73328e-05 2.63757e-05 1.72758e-05 1.69396e-05 3.16603e-05 2.76127e-05 8.89803e-05 0.000134993 3.2208e-05 2.55627e-05 2.31043e-05 2.29172e-05 2.64292e-05 3.68478e-05 5.02928e-05 3.31277e-05 2.16753e-05 4.70187e-05 2.54428e-05 2.1137e-05 6.45471e-05 2.95593e-05 2.32417e-05 3.7813e-05 5.8685e-05 3.7092e-05 5.72339e-05 2.13501e-05
threshold=46.435439118750004 23.514778597300005 14.651182102100002 0.092260000000000023 66.346857137250012 96.959242474650011 0.079355000000000023 40.00488309970001 4.8799967471500016 39.896141435400004 16.585387514950003 2.3223121640500004 0.10932000000000001 193.19324462480003 -0.059734999999999996 32.866677124050007 192.57902085675002 200.17144541975003 15.584963555600002 11.630271739450002 154.31016903475003 3.9632429946000003 3.5208369948500002 41.605323437500005 16.465384711100004 22.644947046300004 14.451165964200003 85.925810307250018 11.065329869750002 178.66997565985002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 -1 7 -7 8 13 -10 11 -9 18 14 17 16 -16 -6 20 -20 -8 22 23 -13 25 26 29 -26 -29 -23
right_child=1 3 -4 -5 5 6 12 10 9 -11 -12 21 -14 -15 15 -17 -18 -19 19 -21 -22 24 -24 -25 27 -27 -28 28 -30 -31
leaf_value=0.012286781948089468 -0.0014365197186940819 -0.00032871063806045578 0.00073883157371096503 0.00069393540734399351 0.0010219622940531063 -0.00089159642751170023 -3.7254518437632356e-06 0.00070277793841764017 0.0021932755266377236 -0.00010023054900938725 -0.00079992303671879155 0.00019323659883778682 -0.00072771722225737951 0.00069007318633064528 6.7386127925701385e-05 5.6652056994057828e-05 -0.0013435640425690403 -0.00012564280219439549 3.3028100888368043e-05 -0.0011498823245956584 0.00074027094169888501 0.00072241584051151468 -0.0012921922578153387 -0.00069041006073838386 0.00010334439937049652 0.00057325903895848185 -0.0010027084140922192 -0.00010790134049173883 -0.00097666702162501067 6.0641558246676456e-05
leaf_weight=0.0011451202088527115 0.50738612527633753 0.50299170928115644 0.51310708511414915 0.50583492981525069 0.5050069689224983 0.50582343430798715 5.0083399616536539 0.51504127537763267 0.52622193657834848 0.5009271927192458 0.50647755922873727 1.503841334762918 0.50484923211746213 0.52195180807871366 0.50080246520569394 2.9057959652927821 0.50979108228688119 0.50116493090172298 1.0030711837454971 0.50528980150367075 0.50609214804618119 0.51003585232427262 0.50666043190901078 0.50591579210398752 4.0086918275007548 1.515895256088698 0.51346992670503588 3.016791982037887 1.0129239326934678 11.03645941636684
leaf_count=858 84 43 67 21 99 217 276 247 156 7 272 24 103 226 26 31 85 11 75 89 195 66 28 65 83 44 77 43 34 382
internal_value=1.23223e-07 -0.000358256 1.36497e-05 0.000184053 4.26717e-06 3.9125e-06 -0.00012576 3.68533e-05 0.000221069 0.00107476 -1.05455e-05 5.6765e-06 -7.42988e-05 6.00136e-05 -6.79325e-06 -0.00012424 -0.000644364 0.000450351 -2.73263e-05 -0.000363238 6.45555e-05 -9.20232e-06 -0.000283496 -2.92036e-05 2.27321e-05 0.000102525 4.33555e-05 -0.000112028 -0.000326277 8.98737e-05
internal_weight=41.6878 1.51621 40.1716 1.00883 39.6585 39.6573 8.03347 31.6239 6.47166 1.02715 25.1522 24.6457 7.52764 5.44451 4.92256 3.91639 1.01059 1.00617 7.02279 1.50836 5.51443 24.1307 2.51642 2.00976 21.6143 13.5759 12.06 8.03841 4.02972 11.5465
internal_count=4034 148 3886 64 3819 2961 955 2006 641 163 1365 1093 738 478 252 142 111 110 635 164 471 846 117 89 729 569 525 160 77 448
is_linear=0
shrinkage=0.1


Tree=996
num_leaves=31
num_cat=0
split_feature=15 7 3 19 3 6 10 20 13 8 19 22 9 17 8 22 5 22 9 17 23 21 16 13 22 15 12 22 7 8
split_gain=1.63641e-05 7.1735e-05 2.77239e-05 2.21514e-05 1.67891e-05 0.000123165 3.00272e-05 2.4988e-05 8.39229e-05 2.94576e-05 2.09561e-05 3.4973e-05 0.0001221 7.19907e-05 8.7972e-05 5.96514e-05 4.03107e-05 5.94355e-05 2.78049e-05 3.7724e-05 8.33399e-05 2.39336e-05 3.89634e-05 2.00772e-05 2.60709e-05 2.51542e-05 9.28694e-05 2.26014e-05 7.2269e-05 1.78275e-05
threshold=46.435439118750004 23.514778597300005 92.913112988300014 14.651182102100002 81.715684874950014 11.805275828400001 75.499969677400017 37.828051409500013 109.63263410155001 8.8430989333000021 14.351157895250003 -0.067109999999999989 200.95377551580003 195.42788627465004 8.2435668022500028 -0.032369999999999996 22.387336278850004 -0.084275000000000003 195.10791980860003 186.57794620975002 0.081515000000000018 5.7587983756000005 22.664946999500003 117.63886241405002 -0.095854999999999996 36.124429763000009 200.88600031510001 -0.070909999999999987 24.054467534550003 8.543332867800002
decision_type=2 2 2 2 2 2 2 2 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 8 -6 10 18 13 15 16 -15 -13 17 21 19 -9 -21 -12 -23 24 29 27 -27 28 -26 -20
right_child=1 2 -4 -5 6 -7 -8 9 -10 -11 11 12 -14 14 -16 -17 -18 -19 23 20 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=2.6136902278906616e-07 -0.0012916090730598247 0.00069044524487077994 -0.00035807378815667327 0.0006652928521626531 -0.00041174449679473054 -0.0016330356798705326 0.00079275737813576516 -0.00010519754774110776 0.0013950697092145526 -0.00074721844432224752 -0.00014874283017455052 0.00076887511131172549 0.0018032213276277351 0.00015788325257436913 -0.0017021287731364357 -0.00016787697774149236 -5.2063450814165681e-05 0.001407454181851106 0.00011368558502906207 0.00010742438871411409 -0.0017060904030166434 0.0011581287838528388 -8.4853872578112015e-05 0.00035812052691748021 0.00038267679767197484 -0.0015848613199235416 -7.5347239831258892e-05 3.7645306645548461e-05 -0.0013104213951411854 0.00074952956273615897
leaf_weight=4.5079532965109115 0.50785719054716416 0.50385592205975605 0.50484575632378004 0.51285686286296694 0.50792767908347947 0.51437731790417718 0.50673008298311728 3.0083718147772212 0.52051089015658558 0.51632631465770984 1.0043540149599715 1.014814782520262 0.51639076232640935 0.50366407970386695 0.51355354636882566 2.0590813929360499 4.8624909167972703 0.50782009191607302 3.510486856928396 0.50061503288205034 0.51314982876154869 0.50782510184944818 0.50097807022393681 1.507105016818058 0.50264932319623656 0.51127048066155234 2.0093417556424598 7.5204395120583731 0.50579437476043765 0.50429339022204533
leaf_count=1195 84 18 46 67 158 266 136 548 228 123 22 37 49 29 94 57 53 85 175 32 112 41 6 17 7 22 117 104 78 28
internal_value=1.19917e-07 -0.000322335 0.000165671 1.22934e-05 3.84886e-06 -0.000167018 2.86251e-05 1.72797e-05 0.000502716 2.19725e-06 1.40723e-05 0.000119169 0.000380404 7.52174e-06 -0.000781164 0.000141382 0.000116179 0.000440686 -4.7122e-05 -0.000282978 -0.000810545 0.000196818 0.000540856 1.01239e-05 -2.46915e-05 -0.00010399 -0.000381531 -2.19656e-05 -0.000466512 0.000193553
internal_weight=41.6877 1.51656 1.0087 40.1712 39.6583 5.02233 34.636 34.1293 1.02844 33.1008 32.5845 11.991 3.59029 8.40069 1.01722 3.0739 7.38347 2.52098 20.5935 4.02214 1.01376 2.01316 1.0088 16.5714 15.0643 11.0495 2.52061 8.52888 1.00844 4.01478
internal_count=4034 148 64 3886 3819 1461 2358 2222 386 1836 1713 473 143 330 123 94 207 154 1240 692 144 69 47 548 531 328 139 189 85 203
is_linear=0
shrinkage=0.1


Tree=997
num_leaves=31
num_cat=0
split_feature=15 21 19 5 10 18 13 17 3 13 2 15 21 6 16 21 22 2 3 10 18 0 22 6 13 23 13 16 18 9
split_gain=1.32509e-05 7.37417e-05 1.79518e-05 1.61661e-05 5.35793e-05 0.000139248 1.45285e-05 4.22988e-05 5.02301e-05 3.27733e-05 6.54064e-05 2.42477e-05 1.91593e-05 5.42252e-05 2.45783e-05 7.43099e-05 0.000292823 4.13459e-05 2.12496e-05 6.80674e-05 2.40593e-05 6.70991e-05 0.000204488 6.39277e-05 3.26533e-05 2.63302e-05 2.61686e-05 2.22491e-05 3.92208e-05 1.96122e-05
threshold=46.435439118750004 15.285239689500001 14.651182102100002 12.290720980000001 60.613977009100005 11.862896247150001 117.64961624655002 188.19076296340003 93.023339771650015 117.60660091645001 105.22786026870001 43.030193406950012 14.894616075700002 16.455384477450004 22.624947093000003 12.315862460400002 -0.078504999999999991 169.97615743665003 93.281431752200021 62.030794443850006 13.893471991850001 93.399723909900004 -0.089094999999999994 14.745344522600002 116.72209819155002 0.10932000000000001 108.21850512495001 22.544947280100004 13.712081531300003 195.70012057590003
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 11 -9 12 -11 -8 14 -14 18 16 17 -16 20 29 24 22 -22 25 -6 26 -23 28 -26 -20
right_child=1 -3 -4 4 6 -7 7 8 -10 10 -12 -13 13 -15 15 -17 -18 -19 19 -21 21 23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0097321015966249248 -0.001265713903533669 0.00020823674023805755 0.00059905364122079163 0.0082624210264034218 0.00090193183325442078 -0.041899370762178922 -0.000472877272196066 5.3197025896625704e-06 0.0010017578882024997 0.00016551044139628503 -0.00097402049606918738 0.00024314944579225902 0.00031156503829851695 -0.0011512555312958451 -0.00082507713926441816 -2.9228320542189554e-05 0.0027376353371926748 0.00045467857700077775 0.00053965860546855674 -0.0013187947604375511 0.00057750603338334609 -2.9354010383000517e-06 -0.0022355088749910837 0.0010749492237581504 0.0011428474447514661 -0.00076245572699276004 -0.00073467411561004307 3.5687116821927615e-06 0.00012460682194210412 -0.00034404473005084871
leaf_weight=0.0017055456244737801 0.5127607303675451 1.0041080345951554 0.51263162438043863 0.0011665980891955299 0.52084576001419591 0.0010528453417489592 1.0498509429153267 1.0073226531421826 1.0163111743088391 1.0023893807110646 1.0124410362071143 0.86066694625424123 0.50665138913217933 0.50697722185668681 0.50518010264354962 3.5019376229481622 0.5187093658170302 0.50462721148505807 0.50304879316522322 0.51136390837312662 0.51018279089059848 14.040097532120525 0.52366755024136324 0.51976027611862363 0.50571026575107536 0.50564244345183418 0.50635558054185459 7.0116621638117067 1.5012516528367994 0.50150591939687317
leaf_count=1038 129 19 67 200 176 206 37 26 39 11 36 12 110 21 31 24 87 16 121 202 77 665 123 137 71 110 150 58 6 29
internal_value=1.18678e-07 -0.000290016 1.10743e-05 3.47394e-06 3.89265e-06 -0.015533 4.76225e-06 0.00018715 0.000505752 -1.53257e-05 -0.000407097 -0.000150315 8.09368e-06 -0.00042008 2.13696e-05 0.000224694 0.000806447 -0.00018555 -1.5607e-05 -0.000379605 5.49785e-06 -6.72096e-05 -0.000847347 -1.54146e-05 0.000132062 -5.30657e-05 -2.84069e-05 8.76008e-05 0.000381181 9.84856e-05
internal_weight=41.6876 1.51687 40.1707 39.6581 39.6564 0.00221944 39.6542 3.93415 2.02363 35.72 2.01483 1.91052 33.7052 1.01363 32.6915 5.03045 1.52852 1.00981 27.6611 1.51592 26.1452 16.6057 1.03385 15.5719 9.53947 15.0521 14.5465 9.01862 2.00696 1.00455
internal_count=4034 148 3886 3819 2781 406 2375 114 65 2261 47 49 2214 131 2083 158 134 47 1925 352 1573 1262 200 1062 311 925 815 135 77 150
is_linear=0
shrinkage=0.1


Tree=998
num_leaves=31
num_cat=0
split_feature=8 19 23 23 8 21 20 13 17 7 20 4 19 6 5 16 4 21 9 23 6 0 19 23 6 21 6 20 21 8
split_gain=1.59499e-05 1.66744e-05 4.46006e-05 7.30603e-05 5.31451e-05 7.69932e-05 5.81635e-05 9.98913e-05 3.16536e-05 3.57041e-05 2.99752e-05 9.7954e-05 6.85627e-05 7.04896e-05 7.02221e-05 1.70117e-05 3.35904e-05 2.94232e-05 2.64882e-05 2.01255e-05 2.0271e-05 8.86514e-05 6.90583e-05 6.50101e-05 6.42393e-05 4.54393e-05 1.79515e-05 2.95199e-05 1.76422e-05 7.13934e-05
threshold=8.8430989333000021 14.351157895250003 0.13041500000000003 0.11379500000000002 8.2435668022500028 11.065329869750002 38.064633603500006 117.47755492620001 199.84861692095004 24.054467534550003 40.664404858950007 284.07887079910006 14.551174033150001 16.465384711100004 22.387336278850004 22.594947163200004 230.01759355790003 12.706368345750002 200.95377551580003 0.12746000000000005 15.885371159150003 93.399723909900004 14.251149826300002 0.07772500000000003 14.745344522600002 7.0441631297000011 16.455384477450004 40.467253020850002 1.9176293050000004 7.943800736700001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 4 5 -3 -6 -8 10 -10 -9 12 13 14 -12 17 -17 19 26 20 21 -1 23 -22 25 28 -18 -28 29 -23
right_child=-2 2 -4 -5 6 -7 7 8 9 -11 11 -13 -14 -15 -16 16 18 -19 -20 -21 22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00134755823236341 -0.0005485529824721336 0.0016398385325833631 0.00061019080529042976 -0.0011452777546093606 0.001017672310636646 -9.9778203691287543e-05 -0.0013873817530281358 0.00017791487529302913 0.001159534861118607 -2.9554337232725101e-05 0.0016536762669586962 -0.0015093248061101754 -0.0011250960415369502 -0.00016315960541673857 -1.4765012462445669e-05 -0.00059440049253278553 0.00022341698678376168 0.00075434689442529926 -0.00050146769319000715 -0.00063843846523346966 0.00010621907794830491 0.00042464627680844535 -1.036579242049613e-05 0.0017098778750021381 0.0010818967847686166 -0.00098100818353321793 0.00026634302081047736 -0.00081691627455364566 1.4706288061100019e-05 -0.0012521882679388701
leaf_weight=0.51327154042208256 0.52317925278021604 0.51188804242315622 1.5107356236885596 0.50359295919915403 0.5517597259786261 0.50581414140918923 0.51928805444874271 3.8754056248066018 0.5060814489844343 0.50398716526478893 0.5088605787332201 0.50802010150378141 0.50513934761602985 2.5082554128235941 0.50026068486832997 1.5093774907028601 2.5055893508243519 0.51027538652202409 1.0077705003037065 0.50402205144135592 0.50161303271559698 0.50526189555753254 4.0094156325000085 0.50960355732911644 0.51916456408577794 0.50615050150452567 0.50188848153447885 0.50437765954973468 13.027033735521881 0.51039855888241026
leaf_count=299 201 96 30 26 34 31 96 55 14 52 75 44 35 42 11 41 27 388 39 52 355 354 42 117 132 401 13 36 764 132
internal_value=1.17209e-07 7.09055e-06 9.81031e-05 3.36789e-05 8.52848e-05 0.000775221 1.83309e-05 -3.71678e-05 3.72957e-05 0.000566223 -2.62608e-05 -0.000200912 -3.56672e-05 0.000120788 0.000826565 -3.74165e-05 -0.000185952 4.01184e-06 -4.95468e-05 -1.41289e-05 1.14471e-06 -5.51621e-05 0.00017589 0.000914384 -1.11384e-05 -5.01425e-05 8.01375e-05 -0.000276626 -1.65907e-05 -0.000418011
internal_weight=41.6875 41.1643 13.5191 12.0084 11.5048 1.0177 10.4871 9.9353 9.41601 1.01007 8.40594 4.53054 4.02252 3.51738 1.00912 27.6452 6.029 21.6162 4.51963 21.1059 20.6019 15.5813 5.02063 1.01122 15.068 14.5488 3.51186 1.00627 14.0427 1.01566
internal_count=4034 3833 641 611 585 127 458 424 328 66 262 207 163 128 86 3192 156 3036 115 2648 2596 2082 514 472 1783 1651 76 49 1250 486
is_linear=0
shrinkage=0.1


Tree=999
num_leaves=31
num_cat=0
split_feature=15 7 0 19 7 3 8 8 2 18 18 16 15 5 10 13 22 21 16 6 16 22 20 22 17 16 22 5 21 0
split_gain=1.33035e-05 7.08905e-05 3.10051e-05 2.11402e-05 1.69336e-05 0.000135342 1.55366e-05 2.82434e-05 3.8251e-05 1.51895e-05 6.18603e-05 4.4626e-05 3.0688e-05 2.9505e-05 3.36773e-05 5.25728e-05 3.61552e-05 0.000212761 2.65546e-05 1.917e-05 2.69948e-05 1.90354e-05 3.10959e-05 0.000114289 1.67156e-05 1.57293e-05 1.45955e-05 1.35632e-05 1.32294e-05 2.72272e-05
threshold=46.435439118750004 23.514778597300005 86.692020874450009 14.651182102100002 21.147833206800005 103.48681881535002 8.8430989333000021 8.7431769115000026 74.580378076100018 13.455547561900003 13.531614672700002 22.654947022900004 39.540459766400012 20.120233242600005 61.998532946250002 117.62810858150002 -0.073609999999999995 10.558528947350002 22.654947022900004 16.405383309150004 22.614947116400003 -0.096529999999999991 42.899217095850013 0.04932000000000001 191.86029796145002 22.624947093000003 -0.073609999999999995 21.955793948900006 13.279159471700002 93.399723909900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 7 9 -9 13 -11 12 21 -6 15 -15 19 -18 -17 20 -16 24 27 -24 -12 -21 -20 28 29 -23
right_child=1 2 -4 -5 6 -7 -8 8 -10 10 11 -13 -14 14 16 18 17 -19 26 25 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.031211176919458457 -0.0012540663511853983 -0.00035945452824344637 0.00074927616460529229 0.00064904992792470719 0.00082054756182887165 -0.018087663720292 -0.00054184143663328047 -0.00014580116009405396 0.00065100245039916179 -0.0011517587960385382 0.00069138171279388959 0.00088958767660871118 -0.00082267235915673906 -0.00081478817947396487 0.00017481625601068298 0.00031971729613165264 0.0022565185868950815 -0.00024373478024866614 6.3609188761058467e-05 3.6815953226764773e-05 -0.00086000152836373514 -0.00038242001754185096 -0.0017486259394098814 -1.6020320607692564e-05 7.8207340226383882e-05 0.00041002927375644559 -0.00049155041376943527 0.00047379109694007185 0.00022649499529185785 -1.8153339938120192e-05
leaf_weight=0.001218950820811914 0.50794475721088828 0.50483058138781112 0.50405308193069231 0.51280278978498373 0.50635988817720523 0.0010252711836153949 0.51777043029254244 1.0010097256053989 1.5132585491183759 0.50929648662953297 0.50896393048854216 0.50775390349212912 0.51345506215518 1.0109294720770137 0.50596064008394559 1.5085499487645395 0.51381624119276814 1.0081193395866987 0.86198780242284545 4.503269526632721 0.50240421377839084 2.5199112116452911 0.5100513172634572 1.501476607535003 3.5147243767733456 1.5072238396620887 1.0509586890257194 0.50200424064600291 1.5071198651861024 11.049038999602928
leaf_count=257 84 46 18 67 39 420 110 9 49 34 460 47 116 37 46 30 41 26 31 38 26 159 209 109 588 49 25 7 88 769
internal_value=1.17766e-07 -0.000290597 0.000194484 1.10951e-05 2.84585e-06 0.00868904 2.35427e-06 9.5537e-06 0.00033377 -1.27044e-05 -6.18533e-05 -3.73294e-05 -5.85999e-05 7.16819e-05 4.24528e-05 -0.000181199 0.000158522 0.000600368 6.00342e-06 6.27139e-05 -0.000340768 -4.04482e-05 -8.53336e-05 -0.000455347 0.000155769 0.000130405 -0.000241391 -3.75554e-05 -5.45823e-05 -8.58019e-05
internal_weight=41.6873 1.51683 1.00888 40.1705 39.6577 0.00224422 39.6554 39.1376 2.51427 36.6234 23.1438 22.6345 22.1267 13.4796 12.9732 4.43243 8.54079 1.52194 3.4215 7.01886 1.00836 21.6133 17.5896 2.01153 4.02369 6.01049 1.91295 15.5781 15.0761 13.569
internal_count=4034 148 64 3886 3819 677 3142 3032 58 2974 2586 2552 2505 388 349 123 226 67 86 159 72 2389 1341 318 1048 87 56 1023 1016 928
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
cm5_Cs=2826
lst_pka_pred_nshell3=2459
cm5_Hs_min=2196
lst_pka_pred_diff_nshell3=2140
atom_volumes_sasa_Hs_min=1727
atom_area_sasa_Cs=1640
atom_p_int_times_area_Cs=1604
atom_p_int_times_area_Hs_min=1428
atom_p_int_Cs=1419
atom_area_sasa_Hs_min=1414
atom_p_int_Hs_min=1301
atom_volumes_sasa_Cs=1290
atom_areas_Cs=1130
atom_areas_Hs_min=1070
atom_v_distal_3_5_Cs=1061
atom_v_bur_3_5_Cs=1019
atom_v_bur_3_5_Hs_min=884
atom_v_free_3_5_Hs_min=837
atom_v_free_3_5_Cs=819
atom_v_distal_3_5_Hs_min=695
atom_v_molecular_3_5_Cs=684
atom_v_molecular_3_5_Hs_min=357

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:[]
